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b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/info/ppo_atari_lam70_icehockey_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": -7.361400604248047, + "strength": 1.3871127367019653, + "max_strength": 3.8999996185302734, + "final_strength": 3.1366662979125977, + "sample_efficiency": -2.4300595669046743e-07, + "training_efficiency": -1.57264821609715e-05, + "stability": 0.9752556681632996, + "consistency": -0.5445564985275269 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0.log b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..834c1dffbfc643c3e91454349745fd22001aca90 --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0.log @@ -0,0 +1,5 @@ +2026-01-08 11:38:24 | INFO | PID:1465 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:-7.36 | strength:1.387 | max_strength:3.9 | final_strength:3.137 | sample_efficiency:-2.43e-07 | training_efficiency:-1.573e-05 | stability:0.9753 | consistency:-0.5446 +2026-01-08 11:38:24 | INFO | PID:1465 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 11:38:24 | INFO | PID:1465 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_icehockey_2026_01_08_095246 +2026-01-08 11:38:24 | INFO | PID:1465 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-08 11:38:25 | INFO | PID:1465 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_icehockey_2026_01_08_095246 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_icehockey_2026_01_08_095246... diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s0.log b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..f3db1b0f14d834db3e2b80b15ce5521105307f1c --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s0.log @@ -0,0 +1,1190 @@ +2026-01-08 09:52:51 | INFO | PID:1628 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 09:53:07 | INFO | PID:1628 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3080 Ti (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-08 09:53:07 | INFO | PID:1628 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.7 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.7 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +net_names: ['net'] +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-05 + foreach: None + fused: None + initial_lr: 0.00025 + lr: 0.00025 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-08 09:53:14 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-0.03019 fps:500 +frame:1.00e+04 wall_t:20 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.858 +2026-01-08 09:53:21 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-0.03221 fps:769.2 +frame:2.00e+04 wall_t:26 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.864 +2026-01-08 09:53:27 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-0.03221 fps:937.5 +frame:3.00e+04 wall_t:32 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.838 +2026-01-08 09:53:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-0.02984 fps:1000 +frame:4.00e+04 wall_t:40 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.866 +2026-01-08 09:53:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-8.00 total_reward_ma:-8.00 loss:-0.0296 fps:1064 +frame:5.00e+04 wall_t:47 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.875 +2026-01-08 09:53:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.62 total_reward_ma:-8.81 loss:-0.02918 fps:1111 +frame:6.00e+04 wall_t:54 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.86 +2026-01-08 09:53:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.62 total_reward_ma:-9.08 loss:-0.03126 fps:1148 +frame:7.00e+04 wall_t:61 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.848 +2026-01-08 09:54:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.62 total_reward_ma:-9.22 loss:-0.03067 fps:1194 +frame:8.00e+04 wall_t:67 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.832 +2026-01-08 09:54:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.62 total_reward_ma:-9.30 loss:-0.02949 fps:1216 +frame:9.00e+04 wall_t:74 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.858 +2026-01-08 09:54:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.62 total_reward_ma:-9.35 loss:-0.03033 fps:1250 +frame:1.00e+05 wall_t:80 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.832 +2026-01-08 09:54:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.25 total_reward_ma:-9.48 loss:-0.03164 fps:1264 +frame:1.10e+05 wall_t:87 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.82 +2026-01-08 09:54:29 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.75 total_reward_ma:-9.64 loss:-0.03058 fps:1277 +frame:1.20e+05 wall_t:94 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.793 +2026-01-08 09:54:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.75 total_reward_ma:-9.76 loss:-0.02831 fps:1287 +frame:1.30e+05 wall_t:101 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.806 +2026-01-08 09:54:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.75 total_reward_ma:-9.86 loss:-0.03167 fps:1296 +frame:1.40e+05 wall_t:108 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.804 +2026-01-08 09:54:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.75 total_reward_ma:-9.94 loss:-0.03108 fps:1304 +frame:1.50e+05 wall_t:115 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.804 +2026-01-08 09:54:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.91 total_reward_ma:-10.02 loss:-0.03007 fps:1311 +frame:1.60e+05 wall_t:122 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.784 +2026-01-08 09:55:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.96 total_reward_ma:-10.17 loss:-0.0322 fps:1318 +frame:1.70e+05 wall_t:129 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.75 +2026-01-08 09:55:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.96 total_reward_ma:-10.30 loss:-0.02998 fps:1333 +frame:1.80e+05 wall_t:135 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.753 +2026-01-08 09:55:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.96 total_reward_ma:-10.41 loss:-0.03183 fps:1338 +frame:1.90e+05 wall_t:142 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.742 +2026-01-08 09:55:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.96 total_reward_ma:-10.51 loss:-0.03074 fps:1342 +frame:2.00e+05 wall_t:149 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.747 +2026-01-08 09:55:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.96 total_reward_ma:-10.59 loss:-0.03022 fps:1355 +frame:2.10e+05 wall_t:155 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.762 +2026-01-08 09:55:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.11 total_reward_ma:-10.68 loss:-0.03212 fps:1358 +frame:2.20e+05 wall_t:162 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.782 +2026-01-08 09:55:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.61 total_reward_ma:-10.78 loss:-0.03178 fps:1361 +frame:2.30e+05 wall_t:169 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.79 +2026-01-08 09:55:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.61 total_reward_ma:-10.87 loss:-0.03254 fps:1364 +frame:2.40e+05 wall_t:176 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.775 +2026-01-08 09:55:58 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.61 total_reward_ma:-10.95 loss:-0.03501 fps:1366 +frame:2.50e+05 wall_t:183 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.792 +2026-01-08 09:56:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.61 total_reward_ma:-11.03 loss:-0.0323 fps:1376 +frame:2.60e+05 wall_t:189 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.787 +2026-01-08 09:56:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.43 total_reward_ma:-11.09 loss:-0.03435 fps:1378 +frame:2.70e+05 wall_t:196 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.779 +2026-01-08 09:56:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.27 total_reward_ma:-11.14 loss:-0.03173 fps:1379 +frame:2.80e+05 wall_t:203 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.748 +2026-01-08 09:56:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.27 total_reward_ma:-11.18 loss:-0.03331 fps:1381 +frame:2.90e+05 wall_t:210 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.743 +2026-01-08 09:56:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.27 total_reward_ma:-11.23 loss:-0.03368 fps:1382 +frame:3.00e+05 wall_t:217 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.735 +2026-01-08 09:56:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.27 total_reward_ma:-11.27 loss:-0.03383 fps:1390 +frame:3.10e+05 wall_t:223 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.766 +2026-01-08 09:56:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.27 total_reward_ma:-11.30 loss:-0.03353 fps:1391 +frame:3.20e+05 wall_t:230 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.737 +2026-01-08 09:56:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.99 total_reward_ma:-11.32 loss:-0.03393 fps:1392 +frame:3.30e+05 wall_t:237 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.747 +2026-01-08 09:56:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.07 total_reward_ma:-11.35 loss:-0.03267 fps:1393 +frame:3.40e+05 wall_t:244 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.783 +2026-01-08 09:57:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.07 total_reward_ma:-11.37 loss:-0.03427 fps:1400 +frame:3.50e+05 wall_t:250 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.769 +2026-01-08 09:57:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.07 total_reward_ma:-11.39 loss:-0.03481 fps:1401 +frame:3.60e+05 wall_t:257 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.761 +2026-01-08 09:57:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.07 total_reward_ma:-11.42 loss:-0.03436 fps:1402 +frame:3.70e+05 wall_t:264 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.703 +2026-01-08 09:57:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.16 total_reward_ma:-11.44 loss:-0.03297 fps:1402 +frame:3.80e+05 wall_t:271 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.687 +2026-01-08 09:57:33 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.42 total_reward_ma:-11.47 loss:-0.03215 fps:1403 +frame:3.90e+05 wall_t:278 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.676 +2026-01-08 09:57:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.42 total_reward_ma:-11.49 loss:-0.0317 fps:1404 +frame:4.00e+05 wall_t:285 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.642 +2026-01-08 09:57:46 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.42 total_reward_ma:-11.52 loss:-0.02978 fps:1409 +frame:4.10e+05 wall_t:291 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.609 +2026-01-08 09:57:53 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.42 total_reward_ma:-11.54 loss:-0.0328 fps:1409 +frame:4.20e+05 wall_t:298 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.597 +2026-01-08 09:57:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.33 total_reward_ma:-11.56 loss:-0.03422 fps:1410 +frame:4.30e+05 wall_t:305 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.641 +2026-01-08 09:58:06 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.27 total_reward_ma:-11.58 loss:-0.03174 fps:1410 +frame:4.40e+05 wall_t:312 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.548 +2026-01-08 09:58:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.28 total_reward_ma:-11.60 loss:-0.0305 fps:1411 +frame:4.50e+05 wall_t:319 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.614 +2026-01-08 09:58:20 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.28 total_reward_ma:-11.61 loss:-0.03167 fps:1415 +frame:4.60e+05 wall_t:325 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.501 +2026-01-08 09:58:27 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.28 total_reward_ma:-11.63 loss:-0.02797 fps:1416 +frame:4.70e+05 wall_t:332 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.447 +2026-01-08 09:58:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-12.18 total_reward_ma:-11.64 loss:-0.03195 fps:1416 +frame:4.80e+05 wall_t:339 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.498 +2026-01-08 09:58:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.96 total_reward_ma:-11.65 loss:-0.02987 fps:1416 +frame:4.90e+05 wall_t:346 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.534 +2026-01-08 09:58:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.74 total_reward_ma:-11.65 loss:-0.03245 fps:1416 +frame:5.00e+05 wall_t:353 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.562 +2026-01-08 09:58:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.74 total_reward_ma:-11.65 loss:-0.03231 fps:1413 +frame:5.10e+05 wall_t:361 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.606 +2026-01-08 09:59:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.74 total_reward_ma:-11.65 loss:-0.03316 fps:1417 +frame:5.20e+05 wall_t:367 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.583 +2026-01-08 09:59:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.74 total_reward_ma:-11.65 loss:-0.03309 fps:1421 +frame:5.30e+05 wall_t:373 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.554 +2026-01-08 09:59:14 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.42 total_reward_ma:-11.65 loss:-0.02996 fps:1421 +frame:5.40e+05 wall_t:380 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.47 +2026-01-08 09:59:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.11 total_reward_ma:-11.64 loss:-0.03148 fps:1421 +frame:5.50e+05 wall_t:387 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.435 +2026-01-08 09:59:29 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.99 total_reward_ma:-11.63 loss:-0.03243 fps:1421 +frame:5.60e+05 wall_t:394 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.559 +2026-01-08 09:59:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.99 total_reward_ma:-11.62 loss:-0.03098 fps:1421 +frame:5.70e+05 wall_t:401 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.56 +2026-01-08 09:59:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.99 total_reward_ma:-11.60 loss:-0.03403 fps:1422 +frame:5.80e+05 wall_t:408 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.519 +2026-01-08 09:59:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.89 total_reward_ma:-11.59 loss:-0.03266 fps:1422 +frame:5.90e+05 wall_t:415 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.561 +2026-01-08 09:59:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.78 total_reward_ma:-11.58 loss:-0.03024 fps:1425 +frame:6.00e+05 wall_t:421 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.447 +2026-01-08 10:00:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.84 total_reward_ma:-11.56 loss:-0.03165 fps:1425 +frame:6.10e+05 wall_t:428 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.516 +2026-01-08 10:00:09 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.91 total_reward_ma:-11.55 loss:-0.02844 fps:1425 +frame:6.20e+05 wall_t:435 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.457 +2026-01-08 10:00:16 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.91 total_reward_ma:-11.54 loss:-0.03123 fps:1425 +frame:6.30e+05 wall_t:442 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.541 +2026-01-08 10:00:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.87 total_reward_ma:-11.53 loss:-0.03111 fps:1429 +frame:6.40e+05 wall_t:448 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.568 +2026-01-08 10:00:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.86 total_reward_ma:-11.52 loss:-0.03072 fps:1429 +frame:6.50e+05 wall_t:455 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.449 +2026-01-08 10:00:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.87 total_reward_ma:-11.51 loss:-0.03222 fps:1429 +frame:6.60e+05 wall_t:462 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.568 +2026-01-08 10:00:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.81 total_reward_ma:-11.50 loss:-0.0308 fps:1429 +frame:6.70e+05 wall_t:469 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.572 +2026-01-08 10:00:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.81 total_reward_ma:-11.49 loss:-0.03474 fps:1429 +frame:6.80e+05 wall_t:476 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.575 +2026-01-08 10:00:57 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.78 total_reward_ma:-11.48 loss:-0.03308 fps:1432 +frame:6.90e+05 wall_t:482 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.49 +2026-01-08 10:01:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.75 total_reward_ma:-11.46 loss:-0.0276 fps:1431 +frame:7.00e+05 wall_t:489 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.297 +2026-01-08 10:01:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.72 total_reward_ma:-11.45 loss:-0.02789 fps:1431 +frame:7.10e+05 wall_t:496 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.141 +2026-01-08 10:01:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.64 total_reward_ma:-11.44 loss:-0.03151 fps:1431 +frame:7.20e+05 wall_t:503 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.331 +2026-01-08 10:01:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.64 total_reward_ma:-11.43 loss:-0.02888 fps:1431 +frame:7.30e+05 wall_t:510 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.252 +2026-01-08 10:01:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.64 total_reward_ma:-11.42 loss:-0.02877 fps:1431 +frame:7.40e+05 wall_t:517 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.207 +2026-01-08 10:01:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.63 total_reward_ma:-11.41 loss:-0.02799 fps:1431 +frame:7.50e+05 wall_t:524 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.103 +2026-01-08 10:01:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.54 total_reward_ma:-11.40 loss:-0.02601 fps:1431 +frame:7.60e+05 wall_t:531 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.06 +2026-01-08 10:01:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.65 total_reward_ma:-11.39 loss:-0.02675 fps:1434 +frame:7.70e+05 wall_t:537 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.972 +2026-01-08 10:01:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.65 total_reward_ma:-11.38 loss:-0.02759 fps:1434 +frame:7.80e+05 wall_t:544 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.209 +2026-01-08 10:02:06 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.65 total_reward_ma:-11.37 loss:-0.02649 fps:1434 +frame:7.90e+05 wall_t:551 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.126 +2026-01-08 10:02:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.65 total_reward_ma:-11.36 loss:-0.02971 fps:1434 +frame:8.00e+05 wall_t:558 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.389 +2026-01-08 10:02:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.66 total_reward_ma:-11.35 loss:-0.02663 fps:1434 +frame:8.10e+05 wall_t:565 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.197 +2026-01-08 10:02:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.89 total_reward_ma:-11.34 loss:-0.02207 fps:1434 +frame:8.20e+05 wall_t:572 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.862 +2026-01-08 10:02:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.87 total_reward_ma:-11.34 loss:-0.02476 fps:1434 +frame:8.30e+05 wall_t:579 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.995 +2026-01-08 10:02:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.87 total_reward_ma:-11.33 loss:-0.02604 fps:1433 +frame:8.40e+05 wall_t:586 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.15 +2026-01-08 10:02:47 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.87 total_reward_ma:-11.32 loss:-0.02541 fps:1433 +frame:8.50e+05 wall_t:593 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.039 +2026-01-08 10:02:54 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.89 total_reward_ma:-11.32 loss:-0.02816 fps:1436 +frame:8.60e+05 wall_t:599 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.141 +2026-01-08 10:03:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.16 total_reward_ma:-11.32 loss:-0.02523 fps:1436 +frame:8.70e+05 wall_t:606 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.081 +2026-01-08 10:03:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.11 total_reward_ma:-11.31 loss:-0.02756 fps:1436 +frame:8.80e+05 wall_t:613 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.05 +2026-01-08 10:03:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.15 total_reward_ma:-11.31 loss:-0.02631 fps:1435 +frame:8.90e+05 wall_t:620 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.188 +2026-01-08 10:03:21 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.15 total_reward_ma:-11.31 loss:-0.02638 fps:1435 +frame:9.00e+05 wall_t:627 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.886 +2026-01-08 10:03:28 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.17 total_reward_ma:-11.31 loss:-0.02653 fps:1438 +frame:9.10e+05 wall_t:633 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.042 +2026-01-08 10:03:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.19 total_reward_ma:-11.31 loss:-0.02501 fps:1438 +frame:9.20e+05 wall_t:640 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.007 +2026-01-08 10:03:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.19 total_reward_ma:-11.31 loss:-0.02622 fps:1437 +frame:9.30e+05 wall_t:647 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.946 +2026-01-08 10:03:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.22 total_reward_ma:-11.31 loss:-0.02259 fps:1440 +frame:9.40e+05 wall_t:653 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.863 +2026-01-08 10:03:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.22 total_reward_ma:-11.30 loss:-0.02106 fps:1437 +frame:9.50e+05 wall_t:661 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.66 +2026-01-08 10:04:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.22 total_reward_ma:-11.30 loss:-0.02225 fps:1437 +frame:9.60e+05 wall_t:668 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.642 +2026-01-08 10:04:09 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.90 total_reward_ma:-11.30 loss:-0.02377 fps:1439 +frame:9.70e+05 wall_t:674 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.765 +2026-01-08 10:04:16 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.00 total_reward_ma:-11.30 loss:-0.02115 fps:1439 +frame:9.80e+05 wall_t:681 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.731 +2026-01-08 10:04:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.03 total_reward_ma:-11.29 loss:-0.01903 fps:1439 +frame:9.90e+05 wall_t:688 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.785 +2026-01-08 10:04:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.05 total_reward_ma:-11.29 loss:-0.02229 fps:1439 +frame:1.00e+06 wall_t:695 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.69 +2026-01-08 10:04:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.05 total_reward_ma:-11.29 loss:-0.01941 fps:1439 +frame:1.01e+06 wall_t:702 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.659 +2026-01-08 10:04:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.10 total_reward_ma:-11.29 loss:-0.02015 fps:1439 +frame:1.02e+06 wall_t:709 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.617 +2026-01-08 10:04:50 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.92 total_reward_ma:-11.28 loss:-0.0214 fps:1441 +frame:1.03e+06 wall_t:715 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.642 +2026-01-08 10:04:57 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.74 total_reward_ma:-11.28 loss:-0.01903 fps:1440 +frame:1.04e+06 wall_t:722 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.329 +2026-01-08 10:05:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.76 total_reward_ma:-11.30 loss:-0.01786 fps:1440 +frame:1.05e+06 wall_t:729 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.632 +2026-01-08 10:05:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.76 total_reward_ma:-11.32 loss:-0.02055 fps:1440 +frame:1.06e+06 wall_t:736 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.429 +2026-01-08 10:05:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.76 total_reward_ma:-11.33 loss:-0.01998 fps:1440 +frame:1.07e+06 wall_t:743 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.576 +2026-01-08 10:05:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.73 total_reward_ma:-11.34 loss:-0.0234 fps:1440 +frame:1.08e+06 wall_t:750 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.808 +2026-01-08 10:05:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.72 total_reward_ma:-11.35 loss:-0.02099 fps:1440 +frame:1.09e+06 wall_t:757 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.431 +2026-01-08 10:05:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.60 total_reward_ma:-11.36 loss:-0.01586 fps:1440 +frame:1.10e+06 wall_t:764 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.212 +2026-01-08 10:05:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.72 total_reward_ma:-11.36 loss:-0.02221 fps:1442 +frame:1.11e+06 wall_t:770 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.527 +2026-01-08 10:05:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.76 total_reward_ma:-11.36 loss:-0.02187 fps:1441 +frame:1.12e+06 wall_t:777 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.519 +2026-01-08 10:05:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.76 total_reward_ma:-11.36 loss:-0.02539 fps:1441 +frame:1.13e+06 wall_t:784 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.84 +2026-01-08 10:06:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.78 total_reward_ma:-11.36 loss:-0.02267 fps:1441 +frame:1.14e+06 wall_t:791 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.744 +2026-01-08 10:06:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.82 total_reward_ma:-11.36 loss:-0.02939 fps:1443 +frame:1.15e+06 wall_t:797 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.148 +2026-01-08 10:06:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.84 total_reward_ma:-11.36 loss:-0.02721 fps:1443 +frame:1.16e+06 wall_t:804 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.043 +2026-01-08 10:06:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.89 total_reward_ma:-11.35 loss:-0.02495 fps:1443 +frame:1.17e+06 wall_t:811 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.9 +2026-01-08 10:06:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.94 total_reward_ma:-11.34 loss:-0.02505 fps:1444 +frame:1.18e+06 wall_t:817 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.035 +2026-01-08 10:06:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.07 total_reward_ma:-11.33 loss:-0.02251 fps:1442 +frame:1.19e+06 wall_t:825 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.768 +2026-01-08 10:06:46 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.83 total_reward_ma:-11.32 loss:-0.01968 fps:1444 +frame:1.20e+06 wall_t:831 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.504 +2026-01-08 10:06:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.97 total_reward_ma:-11.31 loss:-0.02529 fps:1444 +frame:1.21e+06 wall_t:838 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.963 +2026-01-08 10:06:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.86 total_reward_ma:-11.30 loss:-0.02508 fps:1444 +frame:1.22e+06 wall_t:845 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.71 +2026-01-08 10:07:06 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.94 total_reward_ma:-11.28 loss:-0.02867 fps:1444 +frame:1.23e+06 wall_t:852 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.121 +2026-01-08 10:07:14 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.01 total_reward_ma:-11.27 loss:-0.02806 fps:1444 +frame:1.24e+06 wall_t:859 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.045 +2026-01-08 10:07:21 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.12 total_reward_ma:-11.25 loss:-0.02991 fps:1443 +frame:1.25e+06 wall_t:866 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.21 +2026-01-08 10:07:27 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.16 total_reward_ma:-11.24 loss:-0.02475 fps:1443 +frame:1.26e+06 wall_t:873 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.995 +2026-01-08 10:07:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.20 total_reward_ma:-11.23 loss:-0.02689 fps:1445 +frame:1.27e+06 wall_t:879 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.981 +2026-01-08 10:07:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.23 total_reward_ma:-11.22 loss:-0.02679 fps:1445 +frame:1.28e+06 wall_t:886 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.006 +2026-01-08 10:07:47 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.35 total_reward_ma:-11.21 loss:-0.02871 fps:1445 +frame:1.29e+06 wall_t:893 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.237 +2026-01-08 10:07:54 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.40 total_reward_ma:-11.20 loss:-0.02627 fps:1444 +frame:1.30e+06 wall_t:900 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.124 +2026-01-08 10:08:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.62 total_reward_ma:-11.19 loss:-0.02757 fps:1444 +frame:1.31e+06 wall_t:907 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.943 +2026-01-08 10:08:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.53 total_reward_ma:-11.18 loss:-0.02648 fps:1446 +frame:1.32e+06 wall_t:913 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.055 +2026-01-08 10:08:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.52 total_reward_ma:-11.18 loss:-0.02581 fps:1446 +frame:1.33e+06 wall_t:920 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.981 +2026-01-08 10:08:21 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.49 total_reward_ma:-11.17 loss:-0.02766 fps:1446 +frame:1.34e+06 wall_t:927 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.222 +2026-01-08 10:08:28 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.46 total_reward_ma:-11.17 loss:-0.0264 fps:1445 +frame:1.35e+06 wall_t:934 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.198 +2026-01-08 10:08:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.64 total_reward_ma:-11.16 loss:-0.02818 fps:1447 +frame:1.36e+06 wall_t:940 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.175 +2026-01-08 10:08:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.66 total_reward_ma:-11.16 loss:-0.02718 fps:1447 +frame:1.37e+06 wall_t:947 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.144 +2026-01-08 10:08:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.78 total_reward_ma:-11.16 loss:-0.0269 fps:1447 +frame:1.38e+06 wall_t:954 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.985 +2026-01-08 10:08:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.78 total_reward_ma:-11.15 loss:-0.02577 fps:1448 +frame:1.39e+06 wall_t:960 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.983 +2026-01-08 10:09:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.83 total_reward_ma:-11.14 loss:-0.02894 fps:1448 +frame:1.40e+06 wall_t:967 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.193 +2026-01-08 10:09:09 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.79 total_reward_ma:-11.14 loss:-0.02407 fps:1448 +frame:1.41e+06 wall_t:974 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.005 +2026-01-08 10:09:16 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.84 total_reward_ma:-11.13 loss:-0.02856 fps:1448 +frame:1.42e+06 wall_t:981 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.12 +2026-01-08 10:09:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.84 total_reward_ma:-11.13 loss:-0.02699 fps:1447 +frame:1.43e+06 wall_t:988 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.03 +2026-01-08 10:09:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.87 total_reward_ma:-11.12 loss:-0.02956 fps:1447 +frame:1.44e+06 wall_t:995 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.193 +2026-01-08 10:09:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.87 total_reward_ma:-11.12 loss:-0.03246 fps:1447 +frame:1.45e+06 wall_t:1002 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.204 +2026-01-08 10:09:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.87 total_reward_ma:-11.11 loss:-0.0293 fps:1448 +frame:1.46e+06 wall_t:1008 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.252 +2026-01-08 10:09:50 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.83 total_reward_ma:-11.11 loss:-0.02679 fps:1448 +frame:1.47e+06 wall_t:1015 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.21 +2026-01-08 10:09:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.74 total_reward_ma:-11.10 loss:-0.02857 fps:1448 +frame:1.48e+06 wall_t:1022 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.304 +2026-01-08 10:10:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.67 total_reward_ma:-11.10 loss:-0.03013 fps:1449 +frame:1.49e+06 wall_t:1028 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.321 +2026-01-08 10:10:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.67 total_reward_ma:-11.10 loss:-0.02627 fps:1449 +frame:1.50e+06 wall_t:1035 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.221 +2026-01-08 10:10:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.61 total_reward_ma:-11.10 loss:-0.02649 fps:1449 +frame:1.51e+06 wall_t:1042 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.192 +2026-01-08 10:10:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.30 total_reward_ma:-11.10 loss:-0.02451 fps:1449 +frame:1.52e+06 wall_t:1049 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.054 +2026-01-08 10:10:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.39 total_reward_ma:-11.09 loss:-0.02504 fps:1449 +frame:1.53e+06 wall_t:1056 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.228 +2026-01-08 10:10:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.36 total_reward_ma:-11.09 loss:-0.03026 fps:1449 +frame:1.54e+06 wall_t:1063 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.339 +2026-01-08 10:10:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.41 total_reward_ma:-11.09 loss:-0.0287 fps:1449 +frame:1.55e+06 wall_t:1070 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.295 +2026-01-08 10:10:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.35 total_reward_ma:-11.10 loss:-0.02934 fps:1450 +frame:1.56e+06 wall_t:1076 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.339 +2026-01-08 10:10:58 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.16 total_reward_ma:-11.10 loss:-0.03238 fps:1450 +frame:1.57e+06 wall_t:1083 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.31 +2026-01-08 10:11:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.92 total_reward_ma:-11.10 loss:-0.03041 fps:1450 +frame:1.58e+06 wall_t:1090 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.395 +2026-01-08 10:11:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.83 total_reward_ma:-11.10 loss:-0.02851 fps:1449 +frame:1.59e+06 wall_t:1097 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.19 +2026-01-08 10:11:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.85 total_reward_ma:-11.10 loss:-0.0313 fps:1449 +frame:1.60e+06 wall_t:1104 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.211 +2026-01-08 10:11:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.85 total_reward_ma:-11.10 loss:-0.02894 fps:1450 +frame:1.61e+06 wall_t:1110 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.267 +2026-01-08 10:11:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.49 total_reward_ma:-11.09 loss:-0.03113 fps:1449 +frame:1.62e+06 wall_t:1118 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.214 +2026-01-08 10:11:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.25 total_reward_ma:-11.09 loss:-0.0255 fps:1450 +frame:1.63e+06 wall_t:1124 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.972 +2026-01-08 10:11:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.13 total_reward_ma:-11.08 loss:-0.02599 fps:1450 +frame:1.64e+06 wall_t:1131 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.066 +2026-01-08 10:11:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.09 total_reward_ma:-11.07 loss:-0.02344 fps:1451 +frame:1.65e+06 wall_t:1137 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.109 +2026-01-08 10:11:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.09 total_reward_ma:-11.07 loss:-0.02968 fps:1451 +frame:1.66e+06 wall_t:1144 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.245 +2026-01-08 10:12:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-11.06 loss:-0.02931 fps:1451 +frame:1.67e+06 wall_t:1151 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.254 +2026-01-08 10:12:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.01 total_reward_ma:-11.05 loss:-0.02608 fps:1451 +frame:1.68e+06 wall_t:1158 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.093 +2026-01-08 10:12:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-11.04 loss:-0.02637 fps:1451 +frame:1.69e+06 wall_t:1165 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.139 +2026-01-08 10:12:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-11.03 loss:-0.02918 fps:1452 +frame:1.70e+06 wall_t:1171 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.093 +2026-01-08 10:12:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-11.02 loss:-0.03082 fps:1453 +frame:1.71e+06 wall_t:1177 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.509 +2026-01-08 10:12:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-11.02 loss:-0.02531 fps:1453 +frame:1.72e+06 wall_t:1184 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.091 +2026-01-08 10:12:46 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.73 total_reward_ma:-11.01 loss:-0.03455 fps:1453 +frame:1.73e+06 wall_t:1191 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.573 +2026-01-08 10:12:53 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.68 total_reward_ma:-11.00 loss:-0.03514 fps:1452 +frame:1.74e+06 wall_t:1198 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.524 +2026-01-08 10:13:00 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.63 total_reward_ma:-10.99 loss:-0.02906 fps:1452 +frame:1.75e+06 wall_t:1205 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.453 +2026-01-08 10:13:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-10.98 loss:-0.02942 fps:1452 +frame:1.76e+06 wall_t:1212 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.212 +2026-01-08 10:13:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.61 total_reward_ma:-10.97 loss:-0.03621 fps:1452 +frame:1.77e+06 wall_t:1219 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.495 +2026-01-08 10:13:20 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.51 total_reward_ma:-10.96 loss:-0.03375 fps:1452 +frame:1.78e+06 wall_t:1226 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.492 +2026-01-08 10:13:27 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.16 total_reward_ma:-10.94 loss:-0.02989 fps:1452 +frame:1.79e+06 wall_t:1233 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.391 +2026-01-08 10:13:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.22 total_reward_ma:-10.93 loss:-0.03221 fps:1453 +frame:1.80e+06 wall_t:1239 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.441 +2026-01-08 10:13:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.16 total_reward_ma:-10.91 loss:-0.02879 fps:1453 +frame:1.81e+06 wall_t:1246 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.262 +2026-01-08 10:13:47 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.16 total_reward_ma:-10.90 loss:-0.0326 fps:1453 +frame:1.82e+06 wall_t:1253 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.461 +2026-01-08 10:13:54 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.19 total_reward_ma:-10.88 loss:-0.03312 fps:1452 +frame:1.83e+06 wall_t:1260 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.324 +2026-01-08 10:14:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.09 total_reward_ma:-10.86 loss:-0.03073 fps:1452 +frame:1.84e+06 wall_t:1267 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.351 +2026-01-08 10:14:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.15 total_reward_ma:-10.85 loss:-0.02657 fps:1452 +frame:1.85e+06 wall_t:1274 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.105 +2026-01-08 10:14:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.11 total_reward_ma:-10.83 loss:-0.02678 fps:1453 +frame:1.86e+06 wall_t:1280 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.99 +2026-01-08 10:14:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.11 total_reward_ma:-10.81 loss:-0.03224 fps:1452 +frame:1.87e+06 wall_t:1288 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.331 +2026-01-08 10:14:29 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.19 total_reward_ma:-10.79 loss:-0.02985 fps:1453 +frame:1.88e+06 wall_t:1294 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.287 +2026-01-08 10:14:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.22 total_reward_ma:-10.77 loss:-0.0313 fps:1453 +frame:1.89e+06 wall_t:1301 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.337 +2026-01-08 10:14:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.37 total_reward_ma:-10.75 loss:-0.02843 fps:1453 +frame:1.90e+06 wall_t:1308 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.275 +2026-01-08 10:14:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.45 total_reward_ma:-10.73 loss:-0.0291 fps:1454 +frame:1.91e+06 wall_t:1314 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.25 +2026-01-08 10:14:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-10.72 loss:-0.03095 fps:1452 +frame:1.92e+06 wall_t:1322 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.306 +2026-01-08 10:15:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.49 total_reward_ma:-10.70 loss:-0.02985 fps:1452 +frame:1.93e+06 wall_t:1329 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.289 +2026-01-08 10:15:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.48 total_reward_ma:-10.68 loss:-0.02956 fps:1452 +frame:1.94e+06 wall_t:1336 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.225 +2026-01-08 10:15:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.44 total_reward_ma:-10.66 loss:-0.02764 fps:1453 +frame:1.95e+06 wall_t:1342 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.353 +2026-01-08 10:15:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.47 total_reward_ma:-10.65 loss:-0.0319 fps:1453 +frame:1.96e+06 wall_t:1349 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.446 +2026-01-08 10:15:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.49 total_reward_ma:-10.63 loss:-0.03325 fps:1453 +frame:1.97e+06 wall_t:1356 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.462 +2026-01-08 10:15:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.50 total_reward_ma:-10.62 loss:-0.03356 fps:1454 +frame:1.98e+06 wall_t:1362 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.456 +2026-01-08 10:15:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.47 total_reward_ma:-10.60 loss:-0.03567 fps:1454 +frame:1.99e+06 wall_t:1369 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.63 +2026-01-08 10:15:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.50 total_reward_ma:-10.59 loss:-0.02963 fps:1453 +frame:2.00e+06 wall_t:1376 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.445 +2026-01-08 10:15:58 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.58 total_reward_ma:-10.57 loss:-0.03181 fps:1453 +frame:2.01e+06 wall_t:1383 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.405 +2026-01-08 10:16:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.58 total_reward_ma:-10.56 loss:-0.03219 fps:1453 +frame:2.02e+06 wall_t:1390 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.392 +2026-01-08 10:16:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.61 total_reward_ma:-10.54 loss:-0.03276 fps:1453 +frame:2.03e+06 wall_t:1397 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.432 +2026-01-08 10:16:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.54 total_reward_ma:-10.53 loss:-0.03007 fps:1453 +frame:2.04e+06 wall_t:1404 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.406 +2026-01-08 10:16:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.78 total_reward_ma:-10.52 loss:-0.03074 fps:1454 +frame:2.05e+06 wall_t:1410 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.201 +2026-01-08 10:16:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.03 total_reward_ma:-10.51 loss:-0.0284 fps:1454 +frame:2.06e+06 wall_t:1417 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.263 +2026-01-08 10:16:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.05 total_reward_ma:-10.51 loss:-0.03004 fps:1454 +frame:2.07e+06 wall_t:1424 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.344 +2026-01-08 10:16:46 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.12 total_reward_ma:-10.50 loss:-0.03097 fps:1454 +frame:2.08e+06 wall_t:1431 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.532 +2026-01-08 10:16:53 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.18 total_reward_ma:-10.50 loss:-0.03173 fps:1453 +frame:2.09e+06 wall_t:1438 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.302 +2026-01-08 10:17:00 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.24 total_reward_ma:-10.49 loss:-0.03063 fps:1453 +frame:2.10e+06 wall_t:1445 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.254 +2026-01-08 10:17:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.61 total_reward_ma:-10.49 loss:-0.02413 fps:1453 +frame:2.11e+06 wall_t:1452 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:2.211 +2026-01-08 10:17:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.68 total_reward_ma:-10.49 loss:-0.03099 fps:1453 +frame:2.12e+06 wall_t:1459 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.373 +2026-01-08 10:17:20 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.71 total_reward_ma:-10.49 loss:-0.03476 fps:1453 +frame:2.13e+06 wall_t:1466 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.398 +2026-01-08 10:17:27 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.64 total_reward_ma:-10.49 loss:-0.02935 fps:1454 +frame:2.14e+06 wall_t:1472 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:2.265 +2026-01-08 10:17:33 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.72 total_reward_ma:-10.49 loss:-0.03341 fps:1454 +frame:2.15e+06 wall_t:1479 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.509 +2026-01-08 10:17:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.77 total_reward_ma:-10.49 loss:-0.02817 fps:1454 +frame:2.16e+06 wall_t:1486 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.047 +2026-01-08 10:17:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.76 total_reward_ma:-10.49 loss:-0.02702 fps:1453 +frame:2.17e+06 wall_t:1493 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.269 +2026-01-08 10:17:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.76 total_reward_ma:-10.48 loss:-0.02805 fps:1453 +frame:2.18e+06 wall_t:1500 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:2.069 +2026-01-08 10:18:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.73 total_reward_ma:-10.48 loss:-0.03044 fps:1453 +frame:2.19e+06 wall_t:1507 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:2.353 +2026-01-08 10:18:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.83 total_reward_ma:-10.48 loss:-0.02957 fps:1453 +frame:2.20e+06 wall_t:1514 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.28 +2026-01-08 10:18:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.68 total_reward_ma:-10.48 loss:-0.03351 fps:1453 +frame:2.21e+06 wall_t:1521 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:2.424 +2026-01-08 10:18:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.63 total_reward_ma:-10.47 loss:-0.03012 fps:1454 +frame:2.22e+06 wall_t:1527 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:2.366 +2026-01-08 10:18:29 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.69 total_reward_ma:-10.47 loss:-0.0298 fps:1454 +frame:2.23e+06 wall_t:1534 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.346 +2026-01-08 10:18:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.69 total_reward_ma:-10.47 loss:-0.03409 fps:1454 +frame:2.24e+06 wall_t:1541 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:2.56 +2026-01-08 10:18:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.67 total_reward_ma:-10.46 loss:-0.03358 fps:1453 +frame:2.25e+06 wall_t:1548 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:2.357 +2026-01-08 10:18:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.64 total_reward_ma:-10.46 loss:-0.03147 fps:1453 +frame:2.26e+06 wall_t:1555 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:2.55 +2026-01-08 10:18:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.70 total_reward_ma:-10.45 loss:-0.03232 fps:1453 +frame:2.27e+06 wall_t:1562 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2.355 +2026-01-08 10:19:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.85 total_reward_ma:-10.45 loss:-0.02802 fps:1453 +frame:2.28e+06 wall_t:1569 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.185 +2026-01-08 10:19:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.85 total_reward_ma:-10.45 loss:-0.02922 fps:1454 +frame:2.29e+06 wall_t:1575 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:2.164 +2026-01-08 10:19:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.89 total_reward_ma:-10.44 loss:-0.03434 fps:1453 +frame:2.30e+06 wall_t:1583 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.326 +2026-01-08 10:19:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.84 total_reward_ma:-10.43 loss:-0.03143 fps:1454 +frame:2.31e+06 wall_t:1589 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:2.41 +2026-01-08 10:19:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.06 total_reward_ma:-10.43 loss:-0.03027 fps:1454 +frame:2.32e+06 wall_t:1596 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:2.125 +2026-01-08 10:19:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.26 total_reward_ma:-10.43 loss:-0.02966 fps:1454 +frame:2.33e+06 wall_t:1603 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:2.175 +2026-01-08 10:19:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.26 total_reward_ma:-10.42 loss:-0.02753 fps:1453 +frame:2.34e+06 wall_t:1610 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:2.15 +2026-01-08 10:19:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.26 total_reward_ma:-10.42 loss:-0.03041 fps:1453 +frame:2.35e+06 wall_t:1617 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:2.302 +2026-01-08 10:19:58 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.24 total_reward_ma:-10.42 loss:-0.03396 fps:1453 +frame:2.36e+06 wall_t:1624 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:2.296 +2026-01-08 10:20:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.25 total_reward_ma:-10.41 loss:-0.03112 fps:1453 +frame:2.37e+06 wall_t:1631 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:2.443 +2026-01-08 10:20:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.14 total_reward_ma:-10.41 loss:-0.03282 fps:1453 +frame:2.38e+06 wall_t:1638 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:2.394 +2026-01-08 10:20:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.07 total_reward_ma:-10.40 loss:-0.03108 fps:1454 +frame:2.39e+06 wall_t:1644 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:2.245 +2026-01-08 10:20:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.07 total_reward_ma:-10.39 loss:-0.03248 fps:1454 +frame:2.40e+06 wall_t:1651 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:2.31 +2026-01-08 10:20:33 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-11.00 total_reward_ma:-10.38 loss:-0.02907 fps:1454 +frame:2.41e+06 wall_t:1658 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:2.383 +2026-01-08 10:20:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.76 total_reward_ma:-10.37 loss:-0.03513 fps:1453 +frame:2.42e+06 wall_t:1665 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:2.462 +2026-01-08 10:20:47 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.60 total_reward_ma:-10.36 loss:-0.03491 fps:1453 +frame:2.43e+06 wall_t:1672 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:2.431 +2026-01-08 10:20:54 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.53 total_reward_ma:-10.35 loss:-0.03345 fps:1453 +frame:2.44e+06 wall_t:1679 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:2.411 +2026-01-08 10:21:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.59 total_reward_ma:-10.33 loss:-0.02713 fps:1453 +frame:2.45e+06 wall_t:1686 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:2.149 +2026-01-08 10:21:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.62 total_reward_ma:-10.32 loss:-0.03292 fps:1453 +frame:2.46e+06 wall_t:1693 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:2.241 +2026-01-08 10:21:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.64 total_reward_ma:-10.31 loss:-0.03022 fps:1453 +frame:2.47e+06 wall_t:1700 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:2.329 +2026-01-08 10:21:21 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.63 total_reward_ma:-10.30 loss:-0.03097 fps:1454 +frame:2.48e+06 wall_t:1706 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:2.291 +2026-01-08 10:21:28 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.45 total_reward_ma:-10.29 loss:-0.02883 fps:1454 +frame:2.49e+06 wall_t:1713 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:2.222 +2026-01-08 10:21:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.50 total_reward_ma:-10.28 loss:-0.02647 fps:1453 +frame:2.50e+06 wall_t:1720 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:2.067 +2026-01-08 10:21:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.34 total_reward_ma:-10.26 loss:-0.03285 fps:1453 +frame:2.51e+06 wall_t:1727 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:2.374 +2026-01-08 10:21:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.30 total_reward_ma:-10.25 loss:-0.02974 fps:1453 +frame:2.52e+06 wall_t:1734 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:2.213 +2026-01-08 10:21:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.13 total_reward_ma:-10.24 loss:-0.03142 fps:1453 +frame:2.53e+06 wall_t:1741 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:2.327 +2026-01-08 10:22:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.13 total_reward_ma:-10.23 loss:-0.03242 fps:1453 +frame:2.54e+06 wall_t:1748 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:2.242 +2026-01-08 10:22:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.10 total_reward_ma:-10.21 loss:-0.03196 fps:1453 +frame:2.55e+06 wall_t:1755 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:2.418 +2026-01-08 10:22:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.10 total_reward_ma:-10.20 loss:-0.03114 fps:1453 +frame:2.56e+06 wall_t:1762 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:2.311 +2026-01-08 10:22:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.12 total_reward_ma:-10.19 loss:-0.03247 fps:1454 +frame:2.57e+06 wall_t:1768 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:2.425 +2026-01-08 10:22:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.10 total_reward_ma:-10.18 loss:-0.03107 fps:1454 +frame:2.58e+06 wall_t:1775 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:2.318 +2026-01-08 10:22:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.32 total_reward_ma:-10.18 loss:-0.03352 fps:1453 +frame:2.59e+06 wall_t:1782 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:2.516 +2026-01-08 10:22:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.36 total_reward_ma:-10.17 loss:-0.03181 fps:1453 +frame:2.60e+06 wall_t:1790 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:2.467 +2026-01-08 10:22:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.36 total_reward_ma:-10.17 loss:-0.03368 fps:1452 +frame:2.61e+06 wall_t:1797 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:2.514 +2026-01-08 10:22:58 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.33 total_reward_ma:-10.17 loss:-0.03476 fps:1453 +frame:2.62e+06 wall_t:1803 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:2.472 +2026-01-08 10:23:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.27 total_reward_ma:-10.17 loss:-0.03323 fps:1453 +frame:2.63e+06 wall_t:1810 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:2.441 +2026-01-08 10:23:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.17 total_reward_ma:-10.17 loss:-0.03367 fps:1453 +frame:2.64e+06 wall_t:1817 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:2.377 +2026-01-08 10:23:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.02 total_reward_ma:-10.17 loss:-0.03486 fps:1453 +frame:2.65e+06 wall_t:1824 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:2.464 +2026-01-08 10:23:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-10.02 total_reward_ma:-10.17 loss:-0.03075 fps:1453 +frame:2.66e+06 wall_t:1831 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:2.337 +2026-01-08 10:23:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_icehockey_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-10.17 loss:-0.03065 fps:1453 +frame:2.67e+06 wall_t:1837 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:2.3 diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s1.log b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..7d93c27d87a7cc7ebe1d7f2871397f71fb3ca04a --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-08 09:52:51 | INFO | PID:1629 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 09:53:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-0.02306 fps:500 +frame:1.00e+04 wall_t:20 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.708 +2026-01-08 09:53:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-0.02873 fps:769.2 +frame:2.00e+04 wall_t:26 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.781 +2026-01-08 09:53:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-0.02925 fps:937.5 +frame:3.00e+04 wall_t:32 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.798 +2026-01-08 09:53:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-0.02879 fps:1000 +frame:4.00e+04 wall_t:40 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.817 +2026-01-08 09:53:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.00 total_reward_ma:-5.00 loss:-0.02962 fps:1087 +frame:5.00e+04 wall_t:46 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.827 +2026-01-08 09:53:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-7.16 loss:-0.03024 fps:1154 +frame:6.00e+04 wall_t:52 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.843 +2026-01-08 09:53:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-7.88 loss:-0.0313 fps:1186 +frame:7.00e+04 wall_t:59 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.837 +2026-01-08 09:54:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-8.23 loss:-0.03076 fps:1231 +frame:8.00e+04 wall_t:65 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.851 +2026-01-08 09:54:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-8.45 loss:-0.03151 fps:1268 +frame:9.00e+04 wall_t:71 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.846 +2026-01-08 09:54:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.88 total_reward_ma:-8.52 loss:-0.03326 fps:1282 +frame:1.00e+05 wall_t:78 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.831 +2026-01-08 09:54:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-8.69 loss:-0.03072 fps:1310 +frame:1.10e+05 wall_t:84 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.83 +2026-01-08 09:54:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-8.84 loss:-0.03121 fps:1319 +frame:1.20e+05 wall_t:91 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.825 +2026-01-08 09:54:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-8.95 loss:-0.03345 fps:1340 +frame:1.30e+05 wall_t:97 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.826 +2026-01-08 09:54:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.04 loss:-0.03232 fps:1346 +frame:1.40e+05 wall_t:104 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.847 +2026-01-08 09:54:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.11 loss:-0.03437 fps:1351 +frame:1.50e+05 wall_t:111 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.86 +2026-01-08 09:54:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.17 loss:-0.03284 fps:1368 +frame:1.60e+05 wall_t:117 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.861 +2026-01-08 09:54:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.51 total_reward_ma:-9.27 loss:-0.0328 fps:1371 +frame:1.70e+05 wall_t:124 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.866 +2026-01-08 09:55:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.58 total_reward_ma:-9.37 loss:-0.03318 fps:1385 +frame:1.80e+05 wall_t:130 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.857 +2026-01-08 09:55:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.58 total_reward_ma:-9.45 loss:-0.03442 fps:1387 +frame:1.90e+05 wall_t:137 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.839 +2026-01-08 09:55:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.58 total_reward_ma:-9.52 loss:-0.03382 fps:1399 +frame:2.00e+05 wall_t:143 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.826 +2026-01-08 09:55:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.35 total_reward_ma:-9.57 loss:-0.03155 fps:1400 +frame:2.10e+05 wall_t:150 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.808 +2026-01-08 09:55:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.42 total_reward_ma:-9.61 loss:-0.0329 fps:1410 +frame:2.20e+05 wall_t:156 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.822 +2026-01-08 09:55:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.48 total_reward_ma:-9.66 loss:-0.03224 fps:1411 +frame:2.30e+05 wall_t:163 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.768 +2026-01-08 09:55:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.48 total_reward_ma:-9.70 loss:-0.03498 fps:1420 +frame:2.40e+05 wall_t:169 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.726 +2026-01-08 09:55:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.48 total_reward_ma:-9.74 loss:-0.0302 fps:1429 +frame:2.50e+05 wall_t:175 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.693 +2026-01-08 09:55:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.35 total_reward_ma:-9.77 loss:-0.03304 fps:1436 +frame:2.60e+05 wall_t:181 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.72 +2026-01-08 09:56:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.20 total_reward_ma:-9.79 loss:-0.03283 fps:1436 +frame:2.70e+05 wall_t:188 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.776 +2026-01-08 09:56:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.20 total_reward_ma:-9.80 loss:-0.03221 fps:1443 +frame:2.80e+05 wall_t:194 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.773 +2026-01-08 09:56:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.16 total_reward_ma:-9.82 loss:-0.0367 fps:1443 +frame:2.90e+05 wall_t:201 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.715 +2026-01-08 09:56:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.16 total_reward_ma:-9.83 loss:-0.03561 fps:1449 +frame:3.00e+05 wall_t:207 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.738 +2026-01-08 09:56:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.15 total_reward_ma:-9.84 loss:-0.03365 fps:1455 +frame:3.10e+05 wall_t:213 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.741 +2026-01-08 09:56:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.01 total_reward_ma:-9.85 loss:-0.0333 fps:1455 +frame:3.20e+05 wall_t:220 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.673 +2026-01-08 09:56:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.07 total_reward_ma:-9.86 loss:-0.03354 fps:1454 +frame:3.30e+05 wall_t:227 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.663 +2026-01-08 09:56:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.03 total_reward_ma:-9.86 loss:-0.03177 fps:1459 +frame:3.40e+05 wall_t:233 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.656 +2026-01-08 09:56:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.03 total_reward_ma:-9.87 loss:-0.0316 fps:1464 +frame:3.50e+05 wall_t:239 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.708 +2026-01-08 09:57:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.03 total_reward_ma:-9.87 loss:-0.03376 fps:1469 +frame:3.60e+05 wall_t:245 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.688 +2026-01-08 09:57:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.87 loss:-0.03344 fps:1468 +frame:3.70e+05 wall_t:252 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.563 +2026-01-08 09:57:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.88 loss:-0.03242 fps:1467 +frame:3.80e+05 wall_t:259 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.571 +2026-01-08 09:57:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.88 loss:-0.034 fps:1472 +frame:3.90e+05 wall_t:265 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.614 +2026-01-08 09:57:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.88 loss:-0.03291 fps:1476 +frame:4.00e+05 wall_t:271 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.573 +2026-01-08 09:57:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.89 loss:-0.03279 fps:1475 +frame:4.10e+05 wall_t:278 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.707 +2026-01-08 09:57:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.89 loss:-0.03224 fps:1479 +frame:4.20e+05 wall_t:284 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.618 +2026-01-08 09:57:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.15 total_reward_ma:-9.90 loss:-0.0337 fps:1483 +frame:4.30e+05 wall_t:290 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.626 +2026-01-08 09:57:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.16 total_reward_ma:-9.90 loss:-0.03202 fps:1481 +frame:4.40e+05 wall_t:297 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.675 +2026-01-08 09:57:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.15 total_reward_ma:-9.91 loss:-0.03267 fps:1485 +frame:4.50e+05 wall_t:303 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.602 +2026-01-08 09:58:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.15 total_reward_ma:-9.91 loss:-0.03211 fps:1484 +frame:4.60e+05 wall_t:310 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.674 +2026-01-08 09:58:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.92 loss:-0.03131 fps:1487 +frame:4.70e+05 wall_t:316 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.614 +2026-01-08 09:58:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.04 total_reward_ma:-9.92 loss:-0.03403 fps:1486 +frame:4.80e+05 wall_t:323 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.715 +2026-01-08 09:58:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.92 loss:-0.03289 fps:1489 +frame:4.90e+05 wall_t:329 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.685 +2026-01-08 09:58:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.91 loss:-0.03112 fps:1493 +frame:5.00e+05 wall_t:335 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.673 +2026-01-08 09:58:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.91 loss:-0.03496 fps:1491 +frame:5.10e+05 wall_t:342 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.578 +2026-01-08 09:58:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.73 total_reward_ma:-9.91 loss:-0.0309 fps:1494 +frame:5.20e+05 wall_t:348 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.587 +2026-01-08 09:58:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.74 total_reward_ma:-9.90 loss:-0.03276 fps:1497 +frame:5.30e+05 wall_t:354 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.596 +2026-01-08 09:58:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.77 total_reward_ma:-9.90 loss:-0.03398 fps:1496 +frame:5.40e+05 wall_t:361 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.638 +2026-01-08 09:59:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.75 total_reward_ma:-9.90 loss:-0.03188 fps:1499 +frame:5.50e+05 wall_t:367 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.555 +2026-01-08 09:59:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.73 total_reward_ma:-9.89 loss:-0.03287 fps:1497 +frame:5.60e+05 wall_t:374 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.572 +2026-01-08 09:59:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.89 loss:-0.033 fps:1500 +frame:5.70e+05 wall_t:380 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.635 +2026-01-08 09:59:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.89 loss:-0.03047 fps:1499 +frame:5.80e+05 wall_t:387 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.543 +2026-01-08 09:59:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.88 loss:-0.03349 fps:1497 +frame:5.90e+05 wall_t:394 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.591 +2026-01-08 09:59:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.73 total_reward_ma:-9.88 loss:-0.03291 fps:1504 +frame:6.00e+05 wall_t:399 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.606 +2026-01-08 09:59:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.72 total_reward_ma:-9.88 loss:-0.03254 fps:1502 +frame:6.10e+05 wall_t:406 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.556 +2026-01-08 09:59:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.72 total_reward_ma:-9.87 loss:-0.03319 fps:1505 +frame:6.20e+05 wall_t:412 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.532 +2026-01-08 09:59:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.87 loss:-0.03233 fps:1507 +frame:6.30e+05 wall_t:418 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.58 +2026-01-08 09:59:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.88 loss:-0.0302 fps:1506 +frame:6.40e+05 wall_t:425 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.63 +2026-01-08 10:00:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.88 loss:-0.03105 fps:1508 +frame:6.50e+05 wall_t:431 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.642 +2026-01-08 10:00:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.88 loss:-0.03429 fps:1507 +frame:6.60e+05 wall_t:438 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.588 +2026-01-08 10:00:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.88 loss:-0.03247 fps:1509 +frame:6.70e+05 wall_t:444 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.602 +2026-01-08 10:00:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.88 loss:-0.03189 fps:1511 +frame:6.80e+05 wall_t:450 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.625 +2026-01-08 10:00:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.03 total_reward_ma:-9.88 loss:-0.03158 fps:1513 +frame:6.90e+05 wall_t:456 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.659 +2026-01-08 10:00:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.07 total_reward_ma:-9.89 loss:-0.03114 fps:1512 +frame:7.00e+05 wall_t:463 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.623 +2026-01-08 10:00:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.08 total_reward_ma:-9.89 loss:-0.03255 fps:1514 +frame:7.10e+05 wall_t:469 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.605 +2026-01-08 10:00:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.09 total_reward_ma:-9.89 loss:-0.03238 fps:1513 +frame:7.20e+05 wall_t:476 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.641 +2026-01-08 10:00:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.09 total_reward_ma:-9.89 loss:-0.03317 fps:1515 +frame:7.30e+05 wall_t:482 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.634 +2026-01-08 10:01:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.09 total_reward_ma:-9.90 loss:-0.03207 fps:1513 +frame:7.40e+05 wall_t:489 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.575 +2026-01-08 10:01:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.32 total_reward_ma:-9.90 loss:-0.03514 fps:1515 +frame:7.50e+05 wall_t:495 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.591 +2026-01-08 10:01:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.39 total_reward_ma:-9.91 loss:-0.032 fps:1514 +frame:7.60e+05 wall_t:502 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.517 +2026-01-08 10:01:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.34 total_reward_ma:-9.92 loss:-0.03155 fps:1519 +frame:7.70e+05 wall_t:507 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.609 +2026-01-08 10:01:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.34 total_reward_ma:-9.92 loss:-0.03046 fps:1520 +frame:7.80e+05 wall_t:513 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.587 +2026-01-08 10:01:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.07 total_reward_ma:-9.92 loss:-0.0346 fps:1519 +frame:7.90e+05 wall_t:520 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.567 +2026-01-08 10:01:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.03088 fps:1518 +frame:8.00e+05 wall_t:527 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.55 +2026-01-08 10:01:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.92 loss:-0.03185 fps:1520 +frame:8.10e+05 wall_t:533 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.465 +2026-01-08 10:01:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-0.03053 fps:1519 +frame:8.20e+05 wall_t:540 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.476 +2026-01-08 10:02:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-0.03125 fps:1520 +frame:8.30e+05 wall_t:546 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.511 +2026-01-08 10:02:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.02959 fps:1522 +frame:8.40e+05 wall_t:552 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.402 +2026-01-08 10:02:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.92 loss:-0.0311 fps:1521 +frame:8.50e+05 wall_t:559 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.447 +2026-01-08 10:02:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.91 loss:-0.03148 fps:1522 +frame:8.60e+05 wall_t:565 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.432 +2026-01-08 10:02:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.53 total_reward_ma:-9.91 loss:-0.03025 fps:1524 +frame:8.70e+05 wall_t:571 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.447 +2026-01-08 10:02:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.53 total_reward_ma:-9.90 loss:-0.02907 fps:1522 +frame:8.80e+05 wall_t:578 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.455 +2026-01-08 10:02:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.53 total_reward_ma:-9.90 loss:-0.03202 fps:1524 +frame:8.90e+05 wall_t:584 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.595 +2026-01-08 10:02:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.41 total_reward_ma:-9.89 loss:-0.03418 fps:1523 +frame:9.00e+05 wall_t:591 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.561 +2026-01-08 10:02:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.89 loss:-0.03284 fps:1522 +frame:9.10e+05 wall_t:598 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.602 +2026-01-08 10:02:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.88 loss:-0.03068 fps:1523 +frame:9.20e+05 wall_t:604 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.581 +2026-01-08 10:03:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.43 total_reward_ma:-9.88 loss:-0.03328 fps:1522 +frame:9.30e+05 wall_t:611 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.567 +2026-01-08 10:03:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.87 loss:-0.03308 fps:1526 +frame:9.40e+05 wall_t:616 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.557 +2026-01-08 10:03:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-9.87 loss:-0.03414 fps:1525 +frame:9.50e+05 wall_t:623 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.561 +2026-01-08 10:03:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.05 total_reward_ma:-9.86 loss:-0.0331 fps:1526 +frame:9.60e+05 wall_t:629 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.512 +2026-01-08 10:03:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.11 total_reward_ma:-9.85 loss:-0.03069 fps:1525 +frame:9.70e+05 wall_t:636 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.542 +2026-01-08 10:03:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.84 loss:-0.03141 fps:1524 +frame:9.80e+05 wall_t:643 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.54 +2026-01-08 10:03:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.84 loss:-0.03353 fps:1525 +frame:9.90e+05 wall_t:649 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.544 +2026-01-08 10:03:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.18 total_reward_ma:-9.83 loss:-0.03295 fps:1524 +frame:1.00e+06 wall_t:656 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.54 +2026-01-08 10:03:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.06 total_reward_ma:-9.82 loss:-0.03118 fps:1523 +frame:1.01e+06 wall_t:663 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.446 +2026-01-08 10:04:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.20 total_reward_ma:-9.82 loss:-0.02999 fps:1522 +frame:1.02e+06 wall_t:670 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.422 +2026-01-08 10:04:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-9.81 loss:-0.03067 fps:1524 +frame:1.03e+06 wall_t:676 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.493 +2026-01-08 10:04:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-9.80 loss:-0.03148 fps:1525 +frame:1.04e+06 wall_t:682 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.484 +2026-01-08 10:04:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-9.85 loss:-0.03435 fps:1524 +frame:1.05e+06 wall_t:689 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.462 +2026-01-08 10:04:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-9.84 loss:-0.03052 fps:1523 +frame:1.06e+06 wall_t:696 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.384 +2026-01-08 10:04:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-9.84 loss:-0.03101 fps:1524 +frame:1.07e+06 wall_t:702 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.37 +2026-01-08 10:04:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.98 total_reward_ma:-9.84 loss:-0.03296 fps:1525 +frame:1.08e+06 wall_t:708 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.464 +2026-01-08 10:04:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-9.83 loss:-0.02865 fps:1524 +frame:1.09e+06 wall_t:715 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.472 +2026-01-08 10:04:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.98 total_reward_ma:-9.83 loss:-0.03065 fps:1526 +frame:1.10e+06 wall_t:721 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.435 +2026-01-08 10:05:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.12 total_reward_ma:-9.83 loss:-0.03155 fps:1527 +frame:1.11e+06 wall_t:727 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.417 +2026-01-08 10:05:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.10 total_reward_ma:-9.82 loss:-0.03072 fps:1526 +frame:1.12e+06 wall_t:734 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.44 +2026-01-08 10:05:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.82 loss:-0.03326 fps:1527 +frame:1.13e+06 wall_t:740 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.434 +2026-01-08 10:05:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.81 loss:-0.03098 fps:1526 +frame:1.14e+06 wall_t:747 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.473 +2026-01-08 10:05:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-9.81 loss:-0.03088 fps:1525 +frame:1.15e+06 wall_t:754 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.432 +2026-01-08 10:05:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.30 total_reward_ma:-9.80 loss:-0.03167 fps:1526 +frame:1.16e+06 wall_t:760 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.521 +2026-01-08 10:05:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.79 loss:-0.03233 fps:1525 +frame:1.17e+06 wall_t:767 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.512 +2026-01-08 10:05:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.53 total_reward_ma:-9.78 loss:-0.02852 fps:1525 +frame:1.18e+06 wall_t:774 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.546 +2026-01-08 10:05:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.61 total_reward_ma:-9.77 loss:-0.03227 fps:1524 +frame:1.19e+06 wall_t:781 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.574 +2026-01-08 10:06:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.61 total_reward_ma:-9.76 loss:-0.03244 fps:1525 +frame:1.20e+06 wall_t:787 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.58 +2026-01-08 10:06:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.75 loss:-0.03159 fps:1526 +frame:1.21e+06 wall_t:793 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.538 +2026-01-08 10:06:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.75 loss:-0.03256 fps:1525 +frame:1.22e+06 wall_t:800 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.481 +2026-01-08 10:06:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.02 total_reward_ma:-9.74 loss:-0.03232 fps:1526 +frame:1.23e+06 wall_t:806 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.453 +2026-01-08 10:06:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.16 total_reward_ma:-9.74 loss:-0.03232 fps:1525 +frame:1.24e+06 wall_t:813 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.491 +2026-01-08 10:06:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.21 total_reward_ma:-9.74 loss:-0.03025 fps:1526 +frame:1.25e+06 wall_t:819 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.477 +2026-01-08 10:06:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.24 total_reward_ma:-9.74 loss:-0.03047 fps:1525 +frame:1.26e+06 wall_t:826 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.454 +2026-01-08 10:06:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.35 total_reward_ma:-9.74 loss:-0.03016 fps:1525 +frame:1.27e+06 wall_t:833 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.441 +2026-01-08 10:06:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.50 total_reward_ma:-9.74 loss:-0.03101 fps:1526 +frame:1.28e+06 wall_t:839 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.449 +2026-01-08 10:07:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.52 total_reward_ma:-9.74 loss:-0.02961 fps:1527 +frame:1.29e+06 wall_t:845 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.4 +2026-01-08 10:07:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.80 total_reward_ma:-9.75 loss:-0.02948 fps:1526 +frame:1.30e+06 wall_t:852 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.407 +2026-01-08 10:07:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.75 total_reward_ma:-9.76 loss:-0.0305 fps:1525 +frame:1.31e+06 wall_t:859 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.336 +2026-01-08 10:07:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.70 total_reward_ma:-9.76 loss:-0.03019 fps:1526 +frame:1.32e+06 wall_t:865 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.415 +2026-01-08 10:07:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.86 total_reward_ma:-9.77 loss:-0.0322 fps:1525 +frame:1.33e+06 wall_t:872 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.422 +2026-01-08 10:07:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.96 total_reward_ma:-9.78 loss:-0.03162 fps:1524 +frame:1.34e+06 wall_t:879 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.373 +2026-01-08 10:07:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.97 total_reward_ma:-9.79 loss:-0.03245 fps:1525 +frame:1.35e+06 wall_t:885 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.403 +2026-01-08 10:07:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.02 total_reward_ma:-9.80 loss:-0.02908 fps:1525 +frame:1.36e+06 wall_t:892 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.356 +2026-01-08 10:07:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.08 total_reward_ma:-9.81 loss:-0.03235 fps:1526 +frame:1.37e+06 wall_t:898 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.353 +2026-01-08 10:07:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.15 total_reward_ma:-9.82 loss:-0.03096 fps:1525 +frame:1.38e+06 wall_t:905 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.244 +2026-01-08 10:08:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.26 total_reward_ma:-9.84 loss:-0.02962 fps:1526 +frame:1.39e+06 wall_t:911 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.273 +2026-01-08 10:08:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.35 total_reward_ma:-9.85 loss:-0.03062 fps:1527 +frame:1.40e+06 wall_t:917 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.378 +2026-01-08 10:08:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.49 total_reward_ma:-9.86 loss:-0.03079 fps:1526 +frame:1.41e+06 wall_t:924 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.24 +2026-01-08 10:08:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.56 total_reward_ma:-9.88 loss:-0.02994 fps:1527 +frame:1.42e+06 wall_t:930 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.423 +2026-01-08 10:08:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.44 total_reward_ma:-9.89 loss:-0.03199 fps:1526 +frame:1.43e+06 wall_t:937 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.329 +2026-01-08 10:08:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.59 total_reward_ma:-9.91 loss:-0.02993 fps:1527 +frame:1.44e+06 wall_t:943 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.273 +2026-01-08 10:08:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.59 total_reward_ma:-9.92 loss:-0.03155 fps:1526 +frame:1.45e+06 wall_t:950 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.487 +2026-01-08 10:08:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.68 total_reward_ma:-9.94 loss:-0.03312 fps:1529 +frame:1.46e+06 wall_t:955 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.429 +2026-01-08 10:08:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.68 total_reward_ma:-9.95 loss:-0.0332 fps:1528 +frame:1.47e+06 wall_t:962 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.488 +2026-01-08 10:09:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.62 total_reward_ma:-9.97 loss:-0.0322 fps:1529 +frame:1.48e+06 wall_t:968 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.479 +2026-01-08 10:09:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.78 total_reward_ma:-9.99 loss:-0.02713 fps:1528 +frame:1.49e+06 wall_t:975 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.335 +2026-01-08 10:09:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.77 total_reward_ma:-10.01 loss:-0.03118 fps:1529 +frame:1.50e+06 wall_t:981 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.407 +2026-01-08 10:09:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.76 total_reward_ma:-10.03 loss:-0.03047 fps:1528 +frame:1.51e+06 wall_t:988 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.311 +2026-01-08 10:09:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.75 total_reward_ma:-10.05 loss:-0.03009 fps:1529 +frame:1.52e+06 wall_t:994 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.353 +2026-01-08 10:09:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.62 total_reward_ma:-10.07 loss:-0.03267 fps:1528 +frame:1.53e+06 wall_t:1001 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.427 +2026-01-08 10:09:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.69 total_reward_ma:-10.09 loss:-0.02716 fps:1529 +frame:1.54e+06 wall_t:1007 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.182 +2026-01-08 10:09:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.79 total_reward_ma:-10.11 loss:-0.0301 fps:1529 +frame:1.55e+06 wall_t:1014 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.252 +2026-01-08 10:09:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.80 total_reward_ma:-10.13 loss:-0.03022 fps:1529 +frame:1.56e+06 wall_t:1020 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.3 +2026-01-08 10:10:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.88 total_reward_ma:-10.15 loss:-0.02886 fps:1529 +frame:1.57e+06 wall_t:1027 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.227 +2026-01-08 10:10:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.95 total_reward_ma:-10.17 loss:-0.02989 fps:1530 +frame:1.58e+06 wall_t:1033 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.226 +2026-01-08 10:10:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.90 total_reward_ma:-10.20 loss:-0.03099 fps:1529 +frame:1.59e+06 wall_t:1040 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.236 +2026-01-08 10:10:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.72 total_reward_ma:-10.22 loss:-0.02762 fps:1528 +frame:1.60e+06 wall_t:1047 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.137 +2026-01-08 10:10:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.73 total_reward_ma:-10.24 loss:-0.02779 fps:1529 +frame:1.61e+06 wall_t:1053 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.038 +2026-01-08 10:10:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.69 total_reward_ma:-10.26 loss:-0.02935 fps:1528 +frame:1.62e+06 wall_t:1060 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.315 +2026-01-08 10:10:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.71 total_reward_ma:-10.27 loss:-0.02901 fps:1531 +frame:1.63e+06 wall_t:1065 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.211 +2026-01-08 10:10:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.46 total_reward_ma:-10.29 loss:-0.02516 fps:1530 +frame:1.64e+06 wall_t:1072 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.094 +2026-01-08 10:10:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.31 total_reward_ma:-10.30 loss:-0.03024 fps:1531 +frame:1.65e+06 wall_t:1078 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.103 +2026-01-08 10:11:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.30 total_reward_ma:-10.32 loss:-0.02497 fps:1530 +frame:1.66e+06 wall_t:1085 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.946 +2026-01-08 10:11:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.21 total_reward_ma:-10.33 loss:-0.02469 fps:1529 +frame:1.67e+06 wall_t:1092 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.729 +2026-01-08 10:11:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.21 total_reward_ma:-10.34 loss:-0.02395 fps:1530 +frame:1.68e+06 wall_t:1098 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.816 +2026-01-08 10:11:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.27 total_reward_ma:-10.35 loss:-0.02693 fps:1529 +frame:1.69e+06 wall_t:1105 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.888 +2026-01-08 10:11:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-11.09 total_reward_ma:-10.36 loss:-0.02824 fps:1529 +frame:1.70e+06 wall_t:1112 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.029 +2026-01-08 10:11:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.98 total_reward_ma:-10.37 loss:-0.02235 fps:1530 +frame:1.71e+06 wall_t:1118 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.926 +2026-01-08 10:11:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.83 total_reward_ma:-10.38 loss:-0.02508 fps:1530 +frame:1.72e+06 wall_t:1124 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.04 +2026-01-08 10:11:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.64 total_reward_ma:-10.39 loss:-0.02967 fps:1530 +frame:1.73e+06 wall_t:1131 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.201 +2026-01-08 10:11:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.37 total_reward_ma:-10.39 loss:-0.02478 fps:1530 +frame:1.74e+06 wall_t:1137 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.052 +2026-01-08 10:11:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.17 total_reward_ma:-10.39 loss:-0.02586 fps:1531 +frame:1.75e+06 wall_t:1143 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.125 +2026-01-08 10:12:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-10.38 loss:-0.02343 fps:1530 +frame:1.76e+06 wall_t:1150 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.972 +2026-01-08 10:12:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-10.37 loss:-0.02456 fps:1530 +frame:1.77e+06 wall_t:1157 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.809 +2026-01-08 10:12:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-10.37 loss:-0.02562 fps:1531 +frame:1.78e+06 wall_t:1163 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.104 +2026-01-08 10:12:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.54 total_reward_ma:-10.36 loss:-0.02783 fps:1531 +frame:1.79e+06 wall_t:1169 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.998 +2026-01-08 10:12:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-10.36 loss:-0.02516 fps:1532 +frame:1.80e+06 wall_t:1175 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.908 +2026-01-08 10:12:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.40 total_reward_ma:-10.35 loss:-0.02165 fps:1531 +frame:1.81e+06 wall_t:1182 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.721 +2026-01-08 10:12:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.16 total_reward_ma:-10.35 loss:-0.02394 fps:1531 +frame:1.82e+06 wall_t:1189 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.628 +2026-01-08 10:12:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.13 total_reward_ma:-10.34 loss:-0.0201 fps:1531 +frame:1.83e+06 wall_t:1195 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.345 +2026-01-08 10:12:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-10.33 loss:-0.01952 fps:1531 +frame:1.84e+06 wall_t:1202 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.411 +2026-01-08 10:13:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.93 total_reward_ma:-10.32 loss:-0.01752 fps:1530 +frame:1.85e+06 wall_t:1209 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.17 +2026-01-08 10:13:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.77 total_reward_ma:-10.31 loss:-0.02149 fps:1531 +frame:1.86e+06 wall_t:1215 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.541 +2026-01-08 10:13:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.68 total_reward_ma:-10.31 loss:-0.01806 fps:1530 +frame:1.87e+06 wall_t:1222 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.145 +2026-01-08 10:13:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.51 total_reward_ma:-10.30 loss:-0.01871 fps:1531 +frame:1.88e+06 wall_t:1228 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.541 +2026-01-08 10:13:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-10.28 loss:-0.02143 fps:1530 +frame:1.89e+06 wall_t:1235 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.483 +2026-01-08 10:13:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-10.27 loss:-0.02407 fps:1531 +frame:1.90e+06 wall_t:1241 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.631 +2026-01-08 10:13:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-10.26 loss:-0.01432 fps:1532 +frame:1.91e+06 wall_t:1247 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.31 +2026-01-08 10:13:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.25 total_reward_ma:-10.25 loss:-0.01868 fps:1531 +frame:1.92e+06 wall_t:1254 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.454 +2026-01-08 10:13:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.05 total_reward_ma:-10.24 loss:-0.01957 fps:1532 +frame:1.93e+06 wall_t:1260 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.5 +2026-01-08 10:14:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.09 total_reward_ma:-10.22 loss:-0.02577 fps:1531 +frame:1.94e+06 wall_t:1267 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.846 +2026-01-08 10:14:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.00 total_reward_ma:-10.21 loss:-0.02159 fps:1532 +frame:1.95e+06 wall_t:1273 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.588 +2026-01-08 10:14:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.82 total_reward_ma:-10.20 loss:-0.02327 fps:1531 +frame:1.96e+06 wall_t:1280 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.476 +2026-01-08 10:14:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.01 total_reward_ma:-10.19 loss:-0.02025 fps:1532 +frame:1.97e+06 wall_t:1286 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.548 +2026-01-08 10:14:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.84 total_reward_ma:-10.17 loss:-0.01969 fps:1533 +frame:1.98e+06 wall_t:1292 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.579 +2026-01-08 10:14:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.73 total_reward_ma:-10.16 loss:-0.0223 fps:1532 +frame:1.99e+06 wall_t:1299 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.6 +2026-01-08 10:14:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.67 total_reward_ma:-10.14 loss:-0.01862 fps:1531 +frame:2.00e+06 wall_t:1306 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.411 +2026-01-08 10:14:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-10.13 loss:-0.01871 fps:1532 +frame:2.01e+06 wall_t:1312 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.434 +2026-01-08 10:14:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-10.11 loss:-0.01772 fps:1531 +frame:2.02e+06 wall_t:1319 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.399 +2026-01-08 10:15:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.57 total_reward_ma:-10.10 loss:-0.02266 fps:1531 +frame:2.03e+06 wall_t:1326 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.526 +2026-01-08 10:15:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-10.08 loss:-0.01781 fps:1532 +frame:2.04e+06 wall_t:1332 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.295 +2026-01-08 10:15:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.47 total_reward_ma:-10.06 loss:-0.01564 fps:1532 +frame:2.05e+06 wall_t:1338 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.213 +2026-01-08 10:15:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-10.05 loss:-0.01807 fps:1533 +frame:2.06e+06 wall_t:1344 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.382 +2026-01-08 10:15:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-10.03 loss:-0.01942 fps:1532 +frame:2.07e+06 wall_t:1351 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.274 +2026-01-08 10:15:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-10.01 loss:-0.02058 fps:1532 +frame:2.08e+06 wall_t:1358 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.29 +2026-01-08 10:15:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.48 total_reward_ma:-10.00 loss:-0.02037 fps:1532 +frame:2.09e+06 wall_t:1364 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.459 +2026-01-08 10:15:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-9.98 loss:-0.01948 fps:1532 +frame:2.10e+06 wall_t:1371 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.361 +2026-01-08 10:15:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.58 total_reward_ma:-9.97 loss:-0.01513 fps:1532 +frame:2.11e+06 wall_t:1377 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.089 +2026-01-08 10:15:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-9.95 loss:-0.02064 fps:1532 +frame:2.12e+06 wall_t:1384 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.418 +2026-01-08 10:16:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.71 total_reward_ma:-9.94 loss:-0.01669 fps:1532 +frame:2.13e+06 wall_t:1390 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.201 +2026-01-08 10:16:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-9.92 loss:-0.01963 fps:1533 +frame:2.14e+06 wall_t:1396 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.555 +2026-01-08 10:16:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-9.90 loss:-0.02114 fps:1534 +frame:2.15e+06 wall_t:1402 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.425 +2026-01-08 10:16:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.60 total_reward_ma:-9.89 loss:-0.01652 fps:1533 +frame:2.16e+06 wall_t:1409 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.295 +2026-01-08 10:16:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.60 total_reward_ma:-9.87 loss:-0.0163 fps:1534 +frame:2.17e+06 wall_t:1415 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.099 +2026-01-08 10:16:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-9.85 loss:-0.01808 fps:1533 +frame:2.18e+06 wall_t:1422 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.212 +2026-01-08 10:16:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-9.83 loss:-0.01588 fps:1533 +frame:2.19e+06 wall_t:1429 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.368 +2026-01-08 10:16:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-9.81 loss:-0.02019 fps:1532 +frame:2.20e+06 wall_t:1436 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.456 +2026-01-08 10:16:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-9.78 loss:-0.02196 fps:1533 +frame:2.21e+06 wall_t:1442 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.474 +2026-01-08 10:17:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-9.76 loss:-0.02026 fps:1533 +frame:2.22e+06 wall_t:1448 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.522 +2026-01-08 10:17:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.26 total_reward_ma:-9.73 loss:-0.01799 fps:1533 +frame:2.23e+06 wall_t:1455 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.253 +2026-01-08 10:17:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.22 total_reward_ma:-9.70 loss:-0.02 fps:1533 +frame:2.24e+06 wall_t:1461 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.613 +2026-01-08 10:17:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.14 total_reward_ma:-9.67 loss:-0.02213 fps:1534 +frame:2.25e+06 wall_t:1467 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.483 +2026-01-08 10:17:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.99 total_reward_ma:-9.64 loss:-0.02161 fps:1533 +frame:2.26e+06 wall_t:1474 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.414 +2026-01-08 10:17:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-9.61 loss:-0.02159 fps:1533 +frame:2.27e+06 wall_t:1481 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.698 +2026-01-08 10:17:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-9.57 loss:-0.02036 fps:1533 +frame:2.28e+06 wall_t:1487 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.609 +2026-01-08 10:17:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.97 total_reward_ma:-9.54 loss:-0.02465 fps:1533 +frame:2.29e+06 wall_t:1494 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.7 +2026-01-08 10:17:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-9.50 loss:-0.02187 fps:1532 +frame:2.30e+06 wall_t:1501 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.745 +2026-01-08 10:18:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.91 total_reward_ma:-9.46 loss:-0.01944 fps:1533 +frame:2.31e+06 wall_t:1507 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.362 +2026-01-08 10:18:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-9.42 loss:-0.01946 fps:1533 +frame:2.32e+06 wall_t:1513 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.221 +2026-01-08 10:18:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-9.38 loss:-0.017 fps:1534 +frame:2.33e+06 wall_t:1519 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.496 +2026-01-08 10:18:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.96 total_reward_ma:-9.34 loss:-0.01594 fps:1533 +frame:2.34e+06 wall_t:1526 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.397 +2026-01-08 10:18:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-9.30 loss:-0.02324 fps:1533 +frame:2.35e+06 wall_t:1533 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.783 +2026-01-08 10:18:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.00 total_reward_ma:-9.26 loss:-0.01829 fps:1533 +frame:2.36e+06 wall_t:1539 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.329 +2026-01-08 10:18:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-9.22 loss:-0.0213 fps:1533 +frame:2.37e+06 wall_t:1546 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.514 +2026-01-08 10:18:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-9.18 loss:-0.0175 fps:1533 +frame:2.38e+06 wall_t:1553 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.415 +2026-01-08 10:18:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-9.13 loss:-0.01819 fps:1533 +frame:2.39e+06 wall_t:1559 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.216 +2026-01-08 10:19:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-9.09 loss:-0.01956 fps:1533 +frame:2.40e+06 wall_t:1566 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.37 +2026-01-08 10:19:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.82 total_reward_ma:-9.04 loss:-0.01997 fps:1533 +frame:2.41e+06 wall_t:1572 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.467 +2026-01-08 10:19:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.11 total_reward_ma:-9.00 loss:-0.02105 fps:1533 +frame:2.42e+06 wall_t:1579 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.601 +2026-01-08 10:19:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.95 total_reward_ma:-8.95 loss:-0.02319 fps:1533 +frame:2.43e+06 wall_t:1585 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.886 +2026-01-08 10:19:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.95 total_reward_ma:-8.90 loss:-0.02178 fps:1533 +frame:2.44e+06 wall_t:1592 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.561 +2026-01-08 10:19:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-8.86 loss:-0.02724 fps:1533 +frame:2.45e+06 wall_t:1598 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.965 +2026-01-08 10:19:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-8.81 loss:-0.02683 fps:1533 +frame:2.46e+06 wall_t:1605 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:2.098 +2026-01-08 10:19:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-8.76 loss:-0.02568 fps:1532 +frame:2.47e+06 wall_t:1612 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.833 +2026-01-08 10:19:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.93 total_reward_ma:-8.71 loss:-0.0161 fps:1533 +frame:2.48e+06 wall_t:1618 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.349 +2026-01-08 10:19:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.95 total_reward_ma:-8.67 loss:-0.02353 fps:1533 +frame:2.49e+06 wall_t:1624 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.79 +2026-01-08 10:20:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-8.62 loss:-0.02796 fps:1533 +frame:2.50e+06 wall_t:1631 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.942 +2026-01-08 10:20:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.03 total_reward_ma:-8.57 loss:-0.02002 fps:1533 +frame:2.51e+06 wall_t:1637 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.562 +2026-01-08 10:20:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-8.52 loss:-0.02766 fps:1533 +frame:2.52e+06 wall_t:1644 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.936 +2026-01-08 10:20:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.06 total_reward_ma:-8.48 loss:-0.0241 fps:1532 +frame:2.53e+06 wall_t:1651 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.771 +2026-01-08 10:20:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-8.43 loss:-0.027 fps:1533 +frame:2.54e+06 wall_t:1657 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:2.021 +2026-01-08 10:20:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-8.39 loss:-0.02653 fps:1532 +frame:2.55e+06 wall_t:1664 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:2.028 +2026-01-08 10:20:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.26 total_reward_ma:-8.34 loss:-0.02304 fps:1533 +frame:2.56e+06 wall_t:1670 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.888 +2026-01-08 10:20:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-8.30 loss:-0.02167 fps:1533 +frame:2.57e+06 wall_t:1676 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.693 +2026-01-08 10:20:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.44 total_reward_ma:-8.25 loss:-0.02233 fps:1533 +frame:2.58e+06 wall_t:1683 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.623 +2026-01-08 10:21:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.37 total_reward_ma:-8.21 loss:-0.02232 fps:1533 +frame:2.59e+06 wall_t:1689 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.737 +2026-01-08 10:21:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.43 total_reward_ma:-8.16 loss:-0.02344 fps:1534 +frame:2.60e+06 wall_t:1695 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.759 +2026-01-08 10:21:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-8.12 loss:-0.02529 fps:1533 +frame:2.61e+06 wall_t:1702 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.693 +2026-01-08 10:21:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-8.08 loss:-0.02684 fps:1534 +frame:2.62e+06 wall_t:1708 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.832 +2026-01-08 10:21:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-8.04 loss:-0.01612 fps:1534 +frame:2.63e+06 wall_t:1714 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.207 +2026-01-08 10:21:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-8.00 loss:-0.02368 fps:1534 +frame:2.64e+06 wall_t:1721 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.734 +2026-01-08 10:21:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-7.96 loss:-0.02453 fps:1534 +frame:2.65e+06 wall_t:1727 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.957 +2026-01-08 10:21:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-7.92 loss:-0.02369 fps:1535 +frame:2.66e+06 wall_t:1733 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.794 +2026-01-08 10:21:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-7.89 loss:-0.02053 fps:1534 +frame:2.67e+06 wall_t:1740 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.546 +2026-01-08 10:22:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-7.85 loss:-0.01997 fps:1534 +frame:2.68e+06 wall_t:1747 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.348 +2026-01-08 10:22:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.37 total_reward_ma:-7.81 loss:-0.01831 fps:1534 +frame:2.69e+06 wall_t:1754 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.439 +2026-01-08 10:22:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.77 loss:-0.02477 fps:1534 +frame:2.70e+06 wall_t:1760 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.856 +2026-01-08 10:22:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.74 loss:-0.02336 fps:1534 +frame:2.71e+06 wall_t:1767 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.728 +2026-01-08 10:22:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.70 loss:-0.02439 fps:1534 +frame:2.72e+06 wall_t:1773 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.712 +2026-01-08 10:22:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.67 loss:-0.02443 fps:1535 +frame:2.73e+06 wall_t:1779 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.785 +2026-01-08 10:22:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.44 total_reward_ma:-7.64 loss:-0.02124 fps:1534 +frame:2.74e+06 wall_t:1786 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.534 +2026-01-08 10:22:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.36 total_reward_ma:-7.61 loss:-0.01936 fps:1535 +frame:2.75e+06 wall_t:1792 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.381 +2026-01-08 10:22:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.59 loss:-0.02809 fps:1534 +frame:2.76e+06 wall_t:1799 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:2.116 +2026-01-08 10:23:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.48 total_reward_ma:-7.56 loss:-0.02243 fps:1535 +frame:2.77e+06 wall_t:1805 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.811 +2026-01-08 10:23:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.64 total_reward_ma:-7.55 loss:-0.02682 fps:1535 +frame:2.78e+06 wall_t:1811 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.899 +2026-01-08 10:23:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.77 total_reward_ma:-7.53 loss:-0.03056 fps:1535 +frame:2.79e+06 wall_t:1818 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:2.257 +2026-01-08 10:23:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.68 total_reward_ma:-7.51 loss:-0.02458 fps:1535 +frame:2.80e+06 wall_t:1824 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.837 +2026-01-08 10:23:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.79 total_reward_ma:-7.49 loss:-0.02628 fps:1535 +frame:2.81e+06 wall_t:1831 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.971 +2026-01-08 10:23:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.74 total_reward_ma:-7.48 loss:-0.0263 fps:1535 +frame:2.82e+06 wall_t:1837 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.863 +2026-01-08 10:23:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.70 total_reward_ma:-7.46 loss:-0.0279 fps:1536 +frame:2.83e+06 wall_t:1843 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.991 +2026-01-08 10:23:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.82 total_reward_ma:-7.45 loss:-0.02679 fps:1535 +frame:2.84e+06 wall_t:1850 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:2.07 +2026-01-08 10:23:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-7.44 loss:-0.02297 fps:1536 +frame:2.85e+06 wall_t:1856 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.689 +2026-01-08 10:23:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.16 total_reward_ma:-7.44 loss:-0.02504 fps:1536 +frame:2.86e+06 wall_t:1862 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.97 +2026-01-08 10:24:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.15 total_reward_ma:-7.43 loss:-0.02569 fps:1536 +frame:2.87e+06 wall_t:1868 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.981 +2026-01-08 10:24:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.14 total_reward_ma:-7.43 loss:-0.02547 fps:1536 +frame:2.88e+06 wall_t:1875 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.729 +2026-01-08 10:24:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-7.43 loss:-0.02366 fps:1536 +frame:2.89e+06 wall_t:1881 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:2.03 +2026-01-08 10:24:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-7.43 loss:-0.02664 fps:1537 +frame:2.90e+06 wall_t:1887 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.956 +2026-01-08 10:24:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-7.43 loss:-0.02536 fps:1537 +frame:2.91e+06 wall_t:1893 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.686 +2026-01-08 10:24:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-7.43 loss:-0.02548 fps:1538 +frame:2.92e+06 wall_t:1899 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.958 +2026-01-08 10:24:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.38 total_reward_ma:-7.43 loss:-0.02144 fps:1538 +frame:2.93e+06 wall_t:1905 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.642 +2026-01-08 10:24:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-7.43 loss:-0.02652 fps:1538 +frame:2.94e+06 wall_t:1912 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.808 +2026-01-08 10:24:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.16 total_reward_ma:-7.44 loss:-0.02851 fps:1538 +frame:2.95e+06 wall_t:1918 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.973 +2026-01-08 10:24:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.24 total_reward_ma:-7.44 loss:-0.0254 fps:1538 +frame:2.96e+06 wall_t:1924 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.77 +2026-01-08 10:25:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-7.44 loss:-0.02902 fps:1539 +frame:2.97e+06 wall_t:1930 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:2.284 +2026-01-08 10:25:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-7.45 loss:-0.02993 fps:1539 +frame:2.98e+06 wall_t:1936 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:2.236 +2026-01-08 10:25:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-7.45 loss:-0.02886 fps:1540 +frame:2.99e+06 wall_t:1942 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:2.225 +2026-01-08 10:25:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-7.46 loss:-0.03081 fps:1539 +frame:3.00e+06 wall_t:1949 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:2.359 +2026-01-08 10:25:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-7.47 loss:-0.02666 fps:1540 +frame:3.01e+06 wall_t:1955 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:2.131 +2026-01-08 10:25:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-7.48 loss:-0.03145 fps:1540 +frame:3.02e+06 wall_t:1961 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:2.333 +2026-01-08 10:25:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.44 total_reward_ma:-7.48 loss:-0.03125 fps:1540 +frame:3.03e+06 wall_t:1968 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:2.315 +2026-01-08 10:25:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.57 total_reward_ma:-7.49 loss:-0.02888 fps:1540 +frame:3.04e+06 wall_t:1974 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:2.21 +2026-01-08 10:25:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.56 total_reward_ma:-7.51 loss:-0.03108 fps:1540 +frame:3.05e+06 wall_t:1980 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:2.333 +2026-01-08 10:26:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.85 total_reward_ma:-7.52 loss:-0.0275 fps:1541 +frame:3.06e+06 wall_t:1986 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:2.107 +2026-01-08 10:26:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-7.54 loss:-0.03005 fps:1541 +frame:3.07e+06 wall_t:1992 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:2.315 +2026-01-08 10:26:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-7.55 loss:-0.03053 fps:1542 +frame:3.08e+06 wall_t:1998 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:2.35 +2026-01-08 10:26:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.08 total_reward_ma:-7.57 loss:-0.03038 fps:1542 +frame:3.09e+06 wall_t:2004 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:2.315 +2026-01-08 10:26:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.06 total_reward_ma:-7.58 loss:-0.03236 fps:1542 +frame:3.10e+06 wall_t:2010 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:2.452 +2026-01-08 10:26:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-7.60 loss:-0.02951 fps:1543 +frame:3.11e+06 wall_t:2016 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:2.196 +2026-01-08 10:26:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.08 total_reward_ma:-7.61 loss:-0.03525 fps:1542 +frame:3.12e+06 wall_t:2023 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:2.526 +2026-01-08 10:26:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-7.62 loss:-0.03279 fps:1543 +frame:3.13e+06 wall_t:2029 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:2.375 +2026-01-08 10:26:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-7.64 loss:-0.03227 fps:1543 +frame:3.14e+06 wall_t:2035 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:2.433 +2026-01-08 10:26:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-7.65 loss:-0.03322 fps:1543 +frame:3.15e+06 wall_t:2041 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:2.519 +2026-01-08 10:27:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-7.67 loss:-0.03112 fps:1544 +frame:3.16e+06 wall_t:2047 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:2.521 +2026-01-08 10:27:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-7.68 loss:-0.03295 fps:1544 +frame:3.17e+06 wall_t:2053 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:2.58 +2026-01-08 10:27:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-7.69 loss:-0.03459 fps:1544 +frame:3.18e+06 wall_t:2059 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:2.6 +2026-01-08 10:27:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-7.71 loss:-0.03088 fps:1545 +frame:3.19e+06 wall_t:2065 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:2.555 +2026-01-08 10:27:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-7.72 loss:-0.03423 fps:1544 +frame:3.20e+06 wall_t:2072 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:2.57 +2026-01-08 10:27:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-7.74 loss:-0.03432 fps:1545 +frame:3.21e+06 wall_t:2078 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:2.483 +2026-01-08 10:27:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.93 total_reward_ma:-7.75 loss:-0.03301 fps:1545 +frame:3.22e+06 wall_t:2084 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:2.485 +2026-01-08 10:27:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-7.77 loss:-0.03396 fps:1545 +frame:3.23e+06 wall_t:2090 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:2.407 +2026-01-08 10:27:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.16 total_reward_ma:-7.79 loss:-0.03357 fps:1546 +frame:3.24e+06 wall_t:2096 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:2.501 +2026-01-08 10:27:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-7.81 loss:-0.03054 fps:1546 +frame:3.25e+06 wall_t:2102 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:2.482 +2026-01-08 10:28:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-7.83 loss:-0.03202 fps:1546 +frame:3.26e+06 wall_t:2108 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:2.423 +2026-01-08 10:28:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-7.85 loss:-0.03073 fps:1547 +frame:3.27e+06 wall_t:2114 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:2.435 +2026-01-08 10:28:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-7.88 loss:-0.03171 fps:1546 +frame:3.28e+06 wall_t:2121 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:2.388 +2026-01-08 10:28:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.37 total_reward_ma:-7.90 loss:-0.03116 fps:1547 +frame:3.29e+06 wall_t:2127 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:2.435 +2026-01-08 10:28:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.44 total_reward_ma:-7.93 loss:-0.03049 fps:1547 +frame:3.30e+06 wall_t:2133 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:2.512 +2026-01-08 10:28:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.50 total_reward_ma:-7.95 loss:-0.03181 fps:1547 +frame:3.31e+06 wall_t:2139 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:2.467 +2026-01-08 10:28:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.64 total_reward_ma:-7.98 loss:-0.03235 fps:1548 +frame:3.32e+06 wall_t:2145 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:2.52 +2026-01-08 10:28:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-8.01 loss:-0.03378 fps:1548 +frame:3.33e+06 wall_t:2151 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:2.49 +2026-01-08 10:28:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-8.04 loss:-0.0333 fps:1548 +frame:3.34e+06 wall_t:2157 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:2.515 +2026-01-08 10:28:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.14 total_reward_ma:-8.07 loss:-0.03159 fps:1549 +frame:3.35e+06 wall_t:2163 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:2.398 +2026-01-08 10:29:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.15 total_reward_ma:-8.10 loss:-0.03219 fps:1548 +frame:3.36e+06 wall_t:2170 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:2.476 +2026-01-08 10:29:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.21 total_reward_ma:-8.14 loss:-0.03163 fps:1549 +frame:3.37e+06 wall_t:2176 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:2.421 +2026-01-08 10:29:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.20 total_reward_ma:-8.17 loss:-0.03347 fps:1549 +frame:3.38e+06 wall_t:2182 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:2.465 +2026-01-08 10:29:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.12 total_reward_ma:-8.20 loss:-0.02878 fps:1549 +frame:3.39e+06 wall_t:2188 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:2.4 +2026-01-08 10:29:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.11 total_reward_ma:-8.23 loss:-0.02999 fps:1550 +frame:3.40e+06 wall_t:2194 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:2.296 +2026-01-08 10:29:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.05 total_reward_ma:-8.27 loss:-0.03212 fps:1549 +frame:3.41e+06 wall_t:2201 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:2.438 +2026-01-08 10:29:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.02 total_reward_ma:-8.30 loss:-0.03409 fps:1550 +frame:3.42e+06 wall_t:2206 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:2.409 +2026-01-08 10:29:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.09 total_reward_ma:-8.33 loss:-0.02986 fps:1550 +frame:3.43e+06 wall_t:2213 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:2.454 +2026-01-08 10:29:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.04 total_reward_ma:-8.36 loss:-0.03342 fps:1550 +frame:3.44e+06 wall_t:2219 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:2.461 +2026-01-08 10:29:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.04 total_reward_ma:-8.39 loss:-0.03323 fps:1551 +frame:3.45e+06 wall_t:2225 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:2.523 +2026-01-08 10:30:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-8.42 loss:-0.03223 fps:1551 +frame:3.46e+06 wall_t:2231 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:2.43 +2026-01-08 10:30:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.14 total_reward_ma:-8.45 loss:-0.03317 fps:1551 +frame:3.47e+06 wall_t:2237 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:2.561 +2026-01-08 10:30:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.21 total_reward_ma:-8.49 loss:-0.03185 fps:1551 +frame:3.48e+06 wall_t:2243 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:2.369 +2026-01-08 10:30:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.32 total_reward_ma:-8.52 loss:-0.02959 fps:1551 +frame:3.49e+06 wall_t:2250 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:2.316 +2026-01-08 10:30:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.28 total_reward_ma:-8.55 loss:-0.02872 fps:1552 +frame:3.50e+06 wall_t:2255 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:2.345 +2026-01-08 10:30:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.30 total_reward_ma:-8.58 loss:-0.03169 fps:1552 +frame:3.51e+06 wall_t:2262 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:2.453 +2026-01-08 10:30:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.37 total_reward_ma:-8.62 loss:-0.03057 fps:1552 +frame:3.52e+06 wall_t:2268 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:2.396 +2026-01-08 10:30:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.33 total_reward_ma:-8.65 loss:-0.03036 fps:1552 +frame:3.53e+06 wall_t:2274 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:2.522 +2026-01-08 10:30:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.17 total_reward_ma:-8.68 loss:-0.03313 fps:1553 +frame:3.54e+06 wall_t:2280 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:2.31 +2026-01-08 10:31:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.18 total_reward_ma:-8.71 loss:-0.03201 fps:1552 +frame:3.55e+06 wall_t:2287 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:2.363 +2026-01-08 10:31:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.05 total_reward_ma:-8.74 loss:-0.02694 fps:1553 +frame:3.56e+06 wall_t:2293 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:2.337 +2026-01-08 10:31:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-8.76 loss:-0.02972 fps:1553 +frame:3.57e+06 wall_t:2299 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:2.238 +2026-01-08 10:31:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-8.79 loss:-0.03098 fps:1552 +frame:3.58e+06 wall_t:2306 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:2.409 +2026-01-08 10:31:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-8.81 loss:-0.03034 fps:1553 +frame:3.59e+06 wall_t:2312 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:2.3 +2026-01-08 10:31:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-8.84 loss:-0.03314 fps:1553 +frame:3.60e+06 wall_t:2318 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:2.385 +2026-01-08 10:31:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-8.86 loss:-0.02947 fps:1553 +frame:3.61e+06 wall_t:2324 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:2.485 +2026-01-08 10:31:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-8.88 loss:-0.03011 fps:1554 +frame:3.62e+06 wall_t:2330 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:2.382 +2026-01-08 10:31:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.04 total_reward_ma:-8.91 loss:-0.03156 fps:1554 +frame:3.63e+06 wall_t:2336 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:2.473 +2026-01-08 10:31:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-8.93 loss:-0.03103 fps:1554 +frame:3.64e+06 wall_t:2342 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:2.476 +2026-01-08 10:32:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.70 total_reward_ma:-8.95 loss:-0.03227 fps:1554 +frame:3.65e+06 wall_t:2349 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:2.499 +2026-01-08 10:32:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-8.98 loss:-0.03231 fps:1554 +frame:3.66e+06 wall_t:2355 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:2.539 +2026-01-08 10:32:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.56 total_reward_ma:-9.00 loss:-0.03389 fps:1554 +frame:3.67e+06 wall_t:2361 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:2.49 +2026-01-08 10:32:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.02 loss:-0.03344 fps:1555 +frame:3.68e+06 wall_t:2367 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:2.533 +2026-01-08 10:32:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.04 loss:-0.03264 fps:1555 +frame:3.69e+06 wall_t:2373 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:2.545 +2026-01-08 10:32:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.06 loss:-0.03425 fps:1555 +frame:3.70e+06 wall_t:2380 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:2.476 +2026-01-08 10:32:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.30 total_reward_ma:-9.08 loss:-0.03178 fps:1555 +frame:3.71e+06 wall_t:2386 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:2.349 +2026-01-08 10:32:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.26 total_reward_ma:-9.10 loss:-0.03112 fps:1555 +frame:3.72e+06 wall_t:2392 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:2.327 +2026-01-08 10:32:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.26 total_reward_ma:-9.11 loss:-0.02826 fps:1555 +frame:3.73e+06 wall_t:2399 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:2.219 +2026-01-08 10:33:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.23 total_reward_ma:-9.13 loss:-0.03062 fps:1555 +frame:3.74e+06 wall_t:2405 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:2.267 +2026-01-08 10:33:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.15 loss:-0.03123 fps:1555 +frame:3.75e+06 wall_t:2411 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:2.411 +2026-01-08 10:33:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.13 total_reward_ma:-9.17 loss:-0.03195 fps:1556 +frame:3.76e+06 wall_t:2417 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:2.325 +2026-01-08 10:33:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.15 total_reward_ma:-9.19 loss:-0.03205 fps:1556 +frame:3.77e+06 wall_t:2423 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:2.381 +2026-01-08 10:33:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.15 total_reward_ma:-9.20 loss:-0.03096 fps:1556 +frame:3.78e+06 wall_t:2430 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:2.32 +2026-01-08 10:33:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-9.21 loss:-0.03092 fps:1556 +frame:3.79e+06 wall_t:2436 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:2.39 +2026-01-08 10:33:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.86 total_reward_ma:-9.22 loss:-0.03067 fps:1556 +frame:3.80e+06 wall_t:2442 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:2.369 +2026-01-08 10:33:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.88 total_reward_ma:-9.24 loss:-0.03201 fps:1556 +frame:3.81e+06 wall_t:2448 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:2.362 +2026-01-08 10:33:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-9.25 loss:-0.03059 fps:1557 +frame:3.82e+06 wall_t:2454 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:2.319 +2026-01-08 10:33:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.26 loss:-0.03181 fps:1556 +frame:3.83e+06 wall_t:2461 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:2.283 +2026-01-08 10:34:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-9.27 loss:-0.02896 fps:1557 +frame:3.84e+06 wall_t:2467 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:2.26 +2026-01-08 10:34:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-9.27 loss:-0.03356 fps:1557 +frame:3.85e+06 wall_t:2473 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:2.415 +2026-01-08 10:34:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.85 total_reward_ma:-9.28 loss:-0.03045 fps:1557 +frame:3.86e+06 wall_t:2479 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:2.322 +2026-01-08 10:34:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.29 loss:-0.02475 fps:1557 +frame:3.87e+06 wall_t:2486 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:2.234 +2026-01-08 10:34:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.30 loss:-0.03296 fps:1557 +frame:3.88e+06 wall_t:2492 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:2.457 +2026-01-08 10:34:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.31 loss:-0.0289 fps:1557 +frame:3.89e+06 wall_t:2499 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:2.281 +2026-01-08 10:34:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.31 loss:-0.03207 fps:1557 +frame:3.90e+06 wall_t:2505 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:2.429 +2026-01-08 10:34:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.05 total_reward_ma:-9.32 loss:-0.03171 fps:1557 +frame:3.91e+06 wall_t:2511 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:2.401 +2026-01-08 10:34:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.33 loss:-0.02938 fps:1557 +frame:3.92e+06 wall_t:2518 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:2.221 +2026-01-08 10:34:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.06 total_reward_ma:-9.33 loss:-0.0309 fps:1558 +frame:3.93e+06 wall_t:2523 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:2.234 +2026-01-08 10:35:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.34 loss:-0.03077 fps:1557 +frame:3.94e+06 wall_t:2530 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:2.219 +2026-01-08 10:35:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-9.35 loss:-0.03006 fps:1558 +frame:3.95e+06 wall_t:2536 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:2.327 +2026-01-08 10:35:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.05 total_reward_ma:-9.36 loss:-0.02936 fps:1557 +frame:3.96e+06 wall_t:2543 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:2.417 +2026-01-08 10:35:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.08 total_reward_ma:-9.36 loss:-0.02792 fps:1557 +frame:3.97e+06 wall_t:2550 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:2.438 +2026-01-08 10:35:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-9.37 loss:-0.03093 fps:1557 +frame:3.98e+06 wall_t:2556 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:2.388 +2026-01-08 10:35:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.12 total_reward_ma:-9.38 loss:-0.03334 fps:1557 +frame:3.99e+06 wall_t:2562 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:2.509 +2026-01-08 10:35:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.10 total_reward_ma:-9.39 loss:-0.03361 fps:1558 +frame:4.00e+06 wall_t:2568 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:2.499 +2026-01-08 10:35:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-9.40 loss:-0.0312 fps:1558 +frame:4.01e+06 wall_t:2574 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:2.518 +2026-01-08 10:35:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.13 total_reward_ma:-9.40 loss:-0.03441 fps:1558 +frame:4.02e+06 wall_t:2580 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:2.492 +2026-01-08 10:36:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.14 total_reward_ma:-9.41 loss:-0.03331 fps:1558 +frame:4.03e+06 wall_t:2586 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:2.467 +2026-01-08 10:36:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-9.42 loss:-0.03168 fps:1558 +frame:4.04e+06 wall_t:2593 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:2.418 +2026-01-08 10:36:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.42 loss:-0.03523 fps:1558 +frame:4.05e+06 wall_t:2599 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:2.462 +2026-01-08 10:36:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.43 loss:-0.0326 fps:1559 +frame:4.06e+06 wall_t:2605 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:2.418 +2026-01-08 10:36:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.51 total_reward_ma:-9.43 loss:-0.03194 fps:1559 +frame:4.07e+06 wall_t:2611 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:2.472 +2026-01-08 10:36:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.44 loss:-0.03146 fps:1559 +frame:4.08e+06 wall_t:2617 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:2.485 +2026-01-08 10:36:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.45 loss:-0.03442 fps:1559 +frame:4.09e+06 wall_t:2623 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:2.497 +2026-01-08 10:36:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.45 loss:-0.03254 fps:1560 +frame:4.10e+06 wall_t:2629 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:2.414 +2026-01-08 10:36:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.46 loss:-0.03349 fps:1560 +frame:4.11e+06 wall_t:2635 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:2.529 +2026-01-08 10:36:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.46 loss:-0.0315 fps:1560 +frame:4.12e+06 wall_t:2641 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:2.466 +2026-01-08 10:37:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.73 total_reward_ma:-9.47 loss:-0.03256 fps:1560 +frame:4.13e+06 wall_t:2647 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:2.405 +2026-01-08 10:37:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.75 total_reward_ma:-9.48 loss:-0.03222 fps:1560 +frame:4.14e+06 wall_t:2654 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:2.324 +2026-01-08 10:37:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.48 loss:-0.03412 fps:1560 +frame:4.15e+06 wall_t:2660 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:2.483 +2026-01-08 10:37:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.61 total_reward_ma:-9.49 loss:-0.03278 fps:1560 +frame:4.16e+06 wall_t:2666 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:2.475 +2026-01-08 10:37:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.50 total_reward_ma:-9.49 loss:-0.03409 fps:1560 +frame:4.17e+06 wall_t:2673 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:2.441 +2026-01-08 10:37:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.50 loss:-0.03146 fps:1560 +frame:4.18e+06 wall_t:2679 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:2.447 +2026-01-08 10:37:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.40 total_reward_ma:-9.51 loss:-0.03176 fps:1561 +frame:4.19e+06 wall_t:2685 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:2.522 +2026-01-08 10:37:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.47 total_reward_ma:-9.51 loss:-0.03273 fps:1560 +frame:4.20e+06 wall_t:2692 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:2.396 +2026-01-08 10:37:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-9.52 loss:-0.03089 fps:1560 +frame:4.21e+06 wall_t:2698 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:2.57 +2026-01-08 10:37:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.60 total_reward_ma:-9.52 loss:-0.03181 fps:1561 +frame:4.22e+06 wall_t:2704 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:2.54 +2026-01-08 10:38:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.53 loss:-0.03273 fps:1560 +frame:4.23e+06 wall_t:2711 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:2.581 +2026-01-08 10:38:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.53 loss:-0.03201 fps:1561 +frame:4.24e+06 wall_t:2717 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:2.509 +2026-01-08 10:38:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.54 loss:-0.02953 fps:1561 +frame:4.25e+06 wall_t:2723 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:2.46 +2026-01-08 10:38:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.54 loss:-0.03148 fps:1560 +frame:4.26e+06 wall_t:2730 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:2.36 +2026-01-08 10:38:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.55 loss:-0.0334 fps:1561 +frame:4.27e+06 wall_t:2735 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:2.317 +2026-01-08 10:38:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.56 loss:-0.03089 fps:1561 +frame:4.28e+06 wall_t:2742 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:2.394 +2026-01-08 10:38:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.56 loss:-0.03092 fps:1561 +frame:4.29e+06 wall_t:2748 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:2.372 +2026-01-08 10:38:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.57 loss:-0.03279 fps:1561 +frame:4.30e+06 wall_t:2754 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:2.345 +2026-01-08 10:38:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.57 loss:-0.02982 fps:1562 +frame:4.31e+06 wall_t:2760 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:2.322 +2026-01-08 10:39:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.57 loss:-0.0301 fps:1562 +frame:4.32e+06 wall_t:2766 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:2.25 +2026-01-08 10:39:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.57 loss:-0.03108 fps:1562 +frame:4.33e+06 wall_t:2772 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:2.389 +2026-01-08 10:39:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.01 total_reward_ma:-9.58 loss:-0.03108 fps:1562 +frame:4.34e+06 wall_t:2778 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:2.419 +2026-01-08 10:39:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.57 loss:-0.03294 fps:1562 +frame:4.35e+06 wall_t:2784 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:2.507 +2026-01-08 10:39:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.10 total_reward_ma:-9.57 loss:-0.03193 fps:1563 +frame:4.36e+06 wall_t:2790 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:2.481 +2026-01-08 10:39:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.57 loss:-0.03072 fps:1562 +frame:4.37e+06 wall_t:2797 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:2.396 +2026-01-08 10:39:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.57 loss:-0.03126 fps:1563 +frame:4.38e+06 wall_t:2803 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:2.491 +2026-01-08 10:39:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.57 loss:-0.03113 fps:1563 +frame:4.39e+06 wall_t:2809 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:2.378 +2026-01-08 10:39:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.75 total_reward_ma:-9.56 loss:-0.03189 fps:1563 +frame:4.40e+06 wall_t:2815 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:2.48 +2026-01-08 10:39:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.56 loss:-0.03202 fps:1563 +frame:4.41e+06 wall_t:2821 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:2.4 +2026-01-08 10:40:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.56 loss:-0.03221 fps:1563 +frame:4.42e+06 wall_t:2828 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:2.512 +2026-01-08 10:40:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.56 loss:-0.03411 fps:1563 +frame:4.43e+06 wall_t:2834 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:2.429 +2026-01-08 10:40:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.56 loss:-0.03232 fps:1564 +frame:4.44e+06 wall_t:2839 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:2.39 +2026-01-08 10:40:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.56 loss:-0.03034 fps:1564 +frame:4.45e+06 wall_t:2846 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:2.315 +2026-01-08 10:40:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.01 total_reward_ma:-9.56 loss:-0.03195 fps:1564 +frame:4.46e+06 wall_t:2852 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:2.433 +2026-01-08 10:40:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.55 loss:-0.03019 fps:1564 +frame:4.47e+06 wall_t:2858 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:2.394 +2026-01-08 10:40:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.55 loss:-0.03275 fps:1564 +frame:4.48e+06 wall_t:2864 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:2.428 +2026-01-08 10:40:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.55 loss:-0.02933 fps:1564 +frame:4.49e+06 wall_t:2870 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:2.368 +2026-01-08 10:40:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.04 total_reward_ma:-9.55 loss:-0.02904 fps:1565 +frame:4.50e+06 wall_t:2876 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:2.231 +2026-01-08 10:40:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.54 loss:-0.03113 fps:1565 +frame:4.51e+06 wall_t:2882 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:2.483 +2026-01-08 10:41:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-10.01 total_reward_ma:-9.54 loss:-0.03337 fps:1565 +frame:4.52e+06 wall_t:2888 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:2.496 +2026-01-08 10:41:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.53 loss:-0.03116 fps:1565 +frame:4.53e+06 wall_t:2894 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:2.485 +2026-01-08 10:41:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.53 loss:-0.03317 fps:1566 +frame:4.54e+06 wall_t:2900 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:2.538 +2026-01-08 10:41:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.53 loss:-0.03255 fps:1566 +frame:4.55e+06 wall_t:2906 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:2.474 +2026-01-08 10:41:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.52 loss:-0.03069 fps:1565 +frame:4.56e+06 wall_t:2913 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:2.461 +2026-01-08 10:41:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.52 loss:-0.03026 fps:1566 +frame:4.57e+06 wall_t:2919 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:2.427 +2026-01-08 10:41:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.73 total_reward_ma:-9.52 loss:-0.03064 fps:1566 +frame:4.58e+06 wall_t:2925 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:2.418 +2026-01-08 10:41:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.48 total_reward_ma:-9.52 loss:-0.02966 fps:1565 +frame:4.59e+06 wall_t:2932 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:2.404 +2026-01-08 10:41:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.48 total_reward_ma:-9.51 loss:-0.02955 fps:1566 +frame:4.60e+06 wall_t:2938 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:2.209 +2026-01-08 10:41:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.51 loss:-0.03137 fps:1566 +frame:4.61e+06 wall_t:2944 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:2.343 +2026-01-08 10:42:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.50 loss:-0.0279 fps:1566 +frame:4.62e+06 wall_t:2950 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:2.237 +2026-01-08 10:42:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.41 total_reward_ma:-9.50 loss:-0.03012 fps:1566 +frame:4.63e+06 wall_t:2956 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:2.448 +2026-01-08 10:42:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.28 total_reward_ma:-9.49 loss:-0.03102 fps:1566 +frame:4.64e+06 wall_t:2963 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:2.463 +2026-01-08 10:42:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.28 total_reward_ma:-9.49 loss:-0.03053 fps:1566 +frame:4.65e+06 wall_t:2969 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:2.395 +2026-01-08 10:42:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.26 total_reward_ma:-9.48 loss:-0.02766 fps:1566 +frame:4.66e+06 wall_t:2975 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:2.233 +2026-01-08 10:42:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.48 loss:-0.03072 fps:1567 +frame:4.67e+06 wall_t:2981 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:2.42 +2026-01-08 10:42:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.48 loss:-0.03032 fps:1567 +frame:4.68e+06 wall_t:2987 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:2.385 +2026-01-08 10:42:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.05 total_reward_ma:-9.47 loss:-0.03006 fps:1567 +frame:4.69e+06 wall_t:2993 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:2.275 +2026-01-08 10:42:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-9.47 loss:-0.02942 fps:1567 +frame:4.70e+06 wall_t:2999 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:2.332 +2026-01-08 10:42:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-9.47 loss:-0.03094 fps:1567 +frame:4.71e+06 wall_t:3005 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:2.36 +2026-01-08 10:43:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.47 loss:-0.03069 fps:1568 +frame:4.72e+06 wall_t:3011 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:2.436 +2026-01-08 10:43:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.46 loss:-0.03097 fps:1567 +frame:4.73e+06 wall_t:3018 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:2.444 +2026-01-08 10:43:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.62 total_reward_ma:-9.46 loss:-0.02921 fps:1567 +frame:4.74e+06 wall_t:3024 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:2.401 +2026-01-08 10:43:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.55 total_reward_ma:-9.45 loss:-0.03226 fps:1568 +frame:4.75e+06 wall_t:3030 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:2.246 +2026-01-08 10:43:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-9.44 loss:-0.03151 fps:1567 +frame:4.76e+06 wall_t:3037 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:2.363 +2026-01-08 10:43:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-9.43 loss:-0.03421 fps:1568 +frame:4.77e+06 wall_t:3043 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:2.415 +2026-01-08 10:43:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.23 total_reward_ma:-9.42 loss:-0.02877 fps:1568 +frame:4.78e+06 wall_t:3049 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:2.302 +2026-01-08 10:43:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-9.42 loss:-0.02946 fps:1568 +frame:4.79e+06 wall_t:3055 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:2.234 +2026-01-08 10:43:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.16 total_reward_ma:-9.41 loss:-0.02834 fps:1568 +frame:4.80e+06 wall_t:3062 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:2.288 +2026-01-08 10:44:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.11 total_reward_ma:-9.40 loss:-0.02951 fps:1568 +frame:4.81e+06 wall_t:3068 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:2.385 +2026-01-08 10:44:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.97 total_reward_ma:-9.39 loss:-0.02953 fps:1568 +frame:4.82e+06 wall_t:3074 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:2.17 +2026-01-08 10:44:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.92 total_reward_ma:-9.38 loss:-0.02924 fps:1568 +frame:4.83e+06 wall_t:3080 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:2.267 +2026-01-08 10:44:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.95 total_reward_ma:-9.37 loss:-0.03006 fps:1568 +frame:4.84e+06 wall_t:3086 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:2.199 +2026-01-08 10:44:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.05 total_reward_ma:-9.37 loss:-0.0288 fps:1568 +frame:4.85e+06 wall_t:3093 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:2.221 +2026-01-08 10:44:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.95 total_reward_ma:-9.36 loss:-0.02803 fps:1568 +frame:4.86e+06 wall_t:3099 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:2.13 +2026-01-08 10:44:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.96 total_reward_ma:-9.35 loss:-0.02906 fps:1568 +frame:4.87e+06 wall_t:3105 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:2.263 +2026-01-08 10:44:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.89 total_reward_ma:-9.34 loss:-0.02951 fps:1569 +frame:4.88e+06 wall_t:3111 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:2.272 +2026-01-08 10:44:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.82 total_reward_ma:-9.33 loss:-0.02854 fps:1569 +frame:4.89e+06 wall_t:3117 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:2.112 +2026-01-08 10:44:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.92 total_reward_ma:-9.31 loss:-0.02854 fps:1569 +frame:4.90e+06 wall_t:3124 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:2.309 +2026-01-08 10:45:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.95 total_reward_ma:-9.30 loss:-0.02838 fps:1569 +frame:4.91e+06 wall_t:3130 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:2.238 +2026-01-08 10:45:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.84 total_reward_ma:-9.29 loss:-0.0303 fps:1569 +frame:4.92e+06 wall_t:3136 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:2.363 +2026-01-08 10:45:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.87 total_reward_ma:-9.28 loss:-0.03081 fps:1569 +frame:4.93e+06 wall_t:3142 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:2.377 +2026-01-08 10:45:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.76 total_reward_ma:-9.27 loss:-0.03096 fps:1569 +frame:4.94e+06 wall_t:3148 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:2.428 +2026-01-08 10:45:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-9.25 loss:-0.03163 fps:1569 +frame:4.95e+06 wall_t:3154 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:2.305 +2026-01-08 10:45:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-9.24 loss:-0.02979 fps:1570 +frame:4.96e+06 wall_t:3160 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:2.424 +2026-01-08 10:45:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.52 total_reward_ma:-9.22 loss:-0.03273 fps:1569 +frame:4.97e+06 wall_t:3167 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:2.397 +2026-01-08 10:45:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-9.21 loss:-0.03052 fps:1569 +frame:4.98e+06 wall_t:3173 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:2.404 +2026-01-08 10:45:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.48 total_reward_ma:-9.19 loss:-0.03107 fps:1570 +frame:4.99e+06 wall_t:3179 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:2.344 +2026-01-08 10:46:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-9.18 loss:-0.02949 fps:1569 +frame:5.00e+06 wall_t:3186 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:2.387 +2026-01-08 10:46:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-9.16 loss:-0.03279 fps:1570 +frame:5.01e+06 wall_t:3192 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:2.44 +2026-01-08 10:46:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.46 total_reward_ma:-9.14 loss:-0.02858 fps:1570 +frame:5.02e+06 wall_t:3198 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:2.371 +2026-01-08 10:46:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.43 total_reward_ma:-9.13 loss:-0.0309 fps:1570 +frame:5.03e+06 wall_t:3204 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:2.469 +2026-01-08 10:46:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-9.11 loss:-0.03016 fps:1570 +frame:5.04e+06 wall_t:3210 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:2.423 +2026-01-08 10:46:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-9.09 loss:-0.03309 fps:1570 +frame:5.05e+06 wall_t:3217 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:2.291 +2026-01-08 10:46:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-9.07 loss:-0.02924 fps:1570 +frame:5.06e+06 wall_t:3223 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:2.337 +2026-01-08 10:46:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-9.05 loss:-0.03093 fps:1570 +frame:5.07e+06 wall_t:3229 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:2.496 +2026-01-08 10:46:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-9.03 loss:-0.03093 fps:1570 +frame:5.08e+06 wall_t:3236 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:2.452 +2026-01-08 10:46:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-9.01 loss:-0.03028 fps:1570 +frame:5.09e+06 wall_t:3242 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:2.468 +2026-01-08 10:47:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-8.99 loss:-0.02689 fps:1570 +frame:5.10e+06 wall_t:3248 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:2.218 +2026-01-08 10:47:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-8.97 loss:-0.02948 fps:1570 +frame:5.11e+06 wall_t:3254 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:2.327 +2026-01-08 10:47:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-8.95 loss:-0.0287 fps:1570 +frame:5.12e+06 wall_t:3261 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:2.436 +2026-01-08 10:47:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-8.93 loss:-0.03068 fps:1570 +frame:5.13e+06 wall_t:3267 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:2.339 +2026-01-08 10:47:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.61 total_reward_ma:-8.91 loss:-0.02952 fps:1570 +frame:5.14e+06 wall_t:3273 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:2.169 +2026-01-08 10:47:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-8.89 loss:-0.03124 fps:1570 +frame:5.15e+06 wall_t:3280 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:2.217 +2026-01-08 10:47:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.74 total_reward_ma:-8.87 loss:-0.03106 fps:1570 +frame:5.16e+06 wall_t:3286 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:2.389 +2026-01-08 10:47:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.67 total_reward_ma:-8.85 loss:-0.02929 fps:1570 +frame:5.17e+06 wall_t:3292 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:2.263 +2026-01-08 10:47:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.70 total_reward_ma:-8.83 loss:-0.02736 fps:1570 +frame:5.18e+06 wall_t:3299 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:2.277 +2026-01-08 10:47:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-8.81 loss:-0.02853 fps:1570 +frame:5.19e+06 wall_t:3305 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:2.258 +2026-01-08 10:48:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.67 total_reward_ma:-8.80 loss:-0.0312 fps:1571 +frame:5.20e+06 wall_t:3311 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:2.325 +2026-01-08 10:48:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-8.78 loss:-0.03034 fps:1571 +frame:5.21e+06 wall_t:3317 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:2.428 +2026-01-08 10:48:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-8.76 loss:-0.03159 fps:1571 +frame:5.22e+06 wall_t:3323 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:2.402 +2026-01-08 10:48:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-8.74 loss:-0.02739 fps:1571 +frame:5.23e+06 wall_t:3329 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:2.212 +2026-01-08 10:48:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-8.72 loss:-0.03072 fps:1571 +frame:5.24e+06 wall_t:3336 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:2.373 +2026-01-08 10:48:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-8.69 loss:-0.03099 fps:1571 +frame:5.25e+06 wall_t:3342 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:2.481 +2026-01-08 10:48:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-8.67 loss:-0.0292 fps:1571 +frame:5.26e+06 wall_t:3349 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:2.42 +2026-01-08 10:48:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.48 total_reward_ma:-8.65 loss:-0.02946 fps:1571 +frame:5.27e+06 wall_t:3355 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:2.41 +2026-01-08 10:48:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.52 total_reward_ma:-8.62 loss:-0.03117 fps:1571 +frame:5.28e+06 wall_t:3361 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:2.476 +2026-01-08 10:49:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.44 total_reward_ma:-8.60 loss:-0.03132 fps:1571 +frame:5.29e+06 wall_t:3368 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:2.478 +2026-01-08 10:49:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-8.57 loss:-0.03005 fps:1571 +frame:5.30e+06 wall_t:3374 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:2.318 +2026-01-08 10:49:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.42 total_reward_ma:-8.55 loss:-0.03394 fps:1571 +frame:5.31e+06 wall_t:3380 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:2.385 +2026-01-08 10:49:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.24 total_reward_ma:-8.52 loss:-0.03241 fps:1571 +frame:5.32e+06 wall_t:3386 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:2.423 +2026-01-08 10:49:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-8.49 loss:-0.03074 fps:1571 +frame:5.33e+06 wall_t:3392 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:2.408 +2026-01-08 10:49:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.25 total_reward_ma:-8.47 loss:-0.03226 fps:1571 +frame:5.34e+06 wall_t:3399 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:2.393 +2026-01-08 10:49:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-8.44 loss:-0.02592 fps:1571 +frame:5.35e+06 wall_t:3405 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:2.103 +2026-01-08 10:49:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-8.41 loss:-0.02891 fps:1571 +frame:5.36e+06 wall_t:3412 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:2.351 +2026-01-08 10:49:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.24 total_reward_ma:-8.38 loss:-0.02756 fps:1571 +frame:5.37e+06 wall_t:3418 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:2.343 +2026-01-08 10:49:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.20 total_reward_ma:-8.36 loss:-0.02613 fps:1571 +frame:5.38e+06 wall_t:3424 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:2.292 +2026-01-08 10:50:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.12 total_reward_ma:-8.33 loss:-0.02925 fps:1571 +frame:5.39e+06 wall_t:3430 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:2.206 +2026-01-08 10:50:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.03 total_reward_ma:-8.30 loss:-0.0294 fps:1572 +frame:5.40e+06 wall_t:3436 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:2.231 +2026-01-08 10:50:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.94 total_reward_ma:-8.27 loss:-0.03048 fps:1571 +frame:5.41e+06 wall_t:3443 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:2.302 +2026-01-08 10:50:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.02 total_reward_ma:-8.24 loss:-0.03067 fps:1571 +frame:5.42e+06 wall_t:3449 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:2.405 +2026-01-08 10:50:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.04 total_reward_ma:-8.21 loss:-0.03049 fps:1572 +frame:5.43e+06 wall_t:3455 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:2.449 +2026-01-08 10:50:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.96 total_reward_ma:-8.18 loss:-0.0315 fps:1571 +frame:5.44e+06 wall_t:3462 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:2.538 +2026-01-08 10:50:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.91 total_reward_ma:-8.15 loss:-0.03251 fps:1572 +frame:5.45e+06 wall_t:3468 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:2.581 +2026-01-08 10:50:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-8.12 loss:-0.03121 fps:1572 +frame:5.46e+06 wall_t:3474 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:2.476 +2026-01-08 10:50:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-8.09 loss:-0.03033 fps:1572 +frame:5.47e+06 wall_t:3480 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:2.393 +2026-01-08 10:51:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.78 total_reward_ma:-8.06 loss:-0.03096 fps:1572 +frame:5.48e+06 wall_t:3487 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:2.45 +2026-01-08 10:51:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.77 total_reward_ma:-8.03 loss:-0.03186 fps:1572 +frame:5.49e+06 wall_t:3493 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:2.517 +2026-01-08 10:51:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-8.00 loss:-0.02984 fps:1572 +frame:5.50e+06 wall_t:3499 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:2.421 +2026-01-08 10:51:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.79 total_reward_ma:-7.96 loss:-0.02955 fps:1572 +frame:5.51e+06 wall_t:3505 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:2.468 +2026-01-08 10:51:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.77 total_reward_ma:-7.93 loss:-0.03127 fps:1572 +frame:5.52e+06 wall_t:3512 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:2.496 +2026-01-08 10:51:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.63 total_reward_ma:-7.90 loss:-0.02998 fps:1572 +frame:5.53e+06 wall_t:3518 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:2.509 +2026-01-08 10:51:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.70 total_reward_ma:-7.87 loss:-0.0277 fps:1572 +frame:5.54e+06 wall_t:3524 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:2.465 +2026-01-08 10:51:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.60 total_reward_ma:-7.84 loss:-0.0307 fps:1572 +frame:5.55e+06 wall_t:3530 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:2.356 +2026-01-08 10:51:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.60 total_reward_ma:-7.81 loss:-0.03203 fps:1572 +frame:5.56e+06 wall_t:3536 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:2.443 +2026-01-08 10:51:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.54 total_reward_ma:-7.77 loss:-0.02873 fps:1573 +frame:5.57e+06 wall_t:3542 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:2.287 +2026-01-08 10:52:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.61 total_reward_ma:-7.74 loss:-0.03088 fps:1572 +frame:5.58e+06 wall_t:3549 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:2.352 +2026-01-08 10:52:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.58 total_reward_ma:-7.71 loss:-0.03047 fps:1572 +frame:5.59e+06 wall_t:3555 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:2.437 +2026-01-08 10:52:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.61 total_reward_ma:-7.68 loss:-0.02887 fps:1573 +frame:5.60e+06 wall_t:3561 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:2.393 +2026-01-08 10:52:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.78 total_reward_ma:-7.66 loss:-0.02897 fps:1572 +frame:5.61e+06 wall_t:3568 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:2.296 +2026-01-08 10:52:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.71 total_reward_ma:-7.63 loss:-0.03161 fps:1572 +frame:5.62e+06 wall_t:3574 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:2.334 +2026-01-08 10:52:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.79 total_reward_ma:-7.60 loss:-0.02916 fps:1573 +frame:5.63e+06 wall_t:3580 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:2.356 +2026-01-08 10:52:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-7.58 loss:-0.03088 fps:1573 +frame:5.64e+06 wall_t:3586 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:2.385 +2026-01-08 10:52:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-7.56 loss:-0.03083 fps:1573 +frame:5.65e+06 wall_t:3592 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:2.447 +2026-01-08 10:52:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.93 total_reward_ma:-7.53 loss:-0.03122 fps:1573 +frame:5.66e+06 wall_t:3599 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:2.355 +2026-01-08 10:52:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.51 loss:-0.02862 fps:1573 +frame:5.67e+06 wall_t:3605 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:2.389 +2026-01-08 10:53:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.93 total_reward_ma:-7.49 loss:-0.02893 fps:1573 +frame:5.68e+06 wall_t:3611 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:2.188 +2026-01-08 10:53:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-7.47 loss:-0.03179 fps:1573 +frame:5.69e+06 wall_t:3618 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:2.413 +2026-01-08 10:53:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-7.44 loss:-0.02883 fps:1573 +frame:5.70e+06 wall_t:3624 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:2.422 +2026-01-08 10:53:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.94 total_reward_ma:-7.42 loss:-0.03195 fps:1573 +frame:5.71e+06 wall_t:3630 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:2.436 +2026-01-08 10:53:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.40 loss:-0.02978 fps:1573 +frame:5.72e+06 wall_t:3636 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:2.25 +2026-01-08 10:53:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.38 loss:-0.031 fps:1573 +frame:5.73e+06 wall_t:3642 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:2.347 +2026-01-08 10:53:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.02 total_reward_ma:-7.37 loss:-0.02993 fps:1573 +frame:5.74e+06 wall_t:3649 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:2.439 +2026-01-08 10:53:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.01 total_reward_ma:-7.35 loss:-0.03175 fps:1573 +frame:5.75e+06 wall_t:3655 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:2.551 +2026-01-08 10:53:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.97 total_reward_ma:-7.34 loss:-0.02999 fps:1573 +frame:5.76e+06 wall_t:3661 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:2.466 +2026-01-08 10:54:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.94 total_reward_ma:-7.32 loss:-0.02931 fps:1573 +frame:5.77e+06 wall_t:3667 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:2.443 +2026-01-08 10:54:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.91 total_reward_ma:-7.31 loss:-0.0327 fps:1573 +frame:5.78e+06 wall_t:3674 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:2.49 +2026-01-08 10:54:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.87 total_reward_ma:-7.30 loss:-0.03071 fps:1573 +frame:5.79e+06 wall_t:3680 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:2.424 +2026-01-08 10:54:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.85 total_reward_ma:-7.28 loss:-0.03263 fps:1574 +frame:5.80e+06 wall_t:3686 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:2.521 +2026-01-08 10:54:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.79 total_reward_ma:-7.27 loss:-0.03064 fps:1574 +frame:5.81e+06 wall_t:3692 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:2.408 +2026-01-08 10:54:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.83 total_reward_ma:-7.26 loss:-0.03063 fps:1574 +frame:5.82e+06 wall_t:3698 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:2.373 +2026-01-08 10:54:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.25 loss:-0.02865 fps:1574 +frame:5.83e+06 wall_t:3704 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:2.257 +2026-01-08 10:54:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.83 total_reward_ma:-7.24 loss:-0.02943 fps:1574 +frame:5.84e+06 wall_t:3711 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:2.255 +2026-01-08 10:54:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.82 total_reward_ma:-7.23 loss:-0.02958 fps:1574 +frame:5.85e+06 wall_t:3717 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:2.331 +2026-01-08 10:54:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.21 loss:-0.02817 fps:1574 +frame:5.86e+06 wall_t:3723 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:2.144 +2026-01-08 10:55:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-7.20 loss:-0.02901 fps:1574 +frame:5.87e+06 wall_t:3729 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:2.228 +2026-01-08 10:55:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.19 loss:-0.02684 fps:1574 +frame:5.88e+06 wall_t:3735 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:2.179 +2026-01-08 10:55:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.01 total_reward_ma:-7.19 loss:-0.0279 fps:1574 +frame:5.89e+06 wall_t:3741 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:2.226 +2026-01-08 10:55:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.00 total_reward_ma:-7.18 loss:-0.02767 fps:1574 +frame:5.90e+06 wall_t:3748 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:2.299 +2026-01-08 10:55:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.17 loss:-0.03097 fps:1574 +frame:5.91e+06 wall_t:3754 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:2.36 +2026-01-08 10:55:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-7.16 loss:-0.03116 fps:1574 +frame:5.92e+06 wall_t:3760 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:2.394 +2026-01-08 10:55:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.77 total_reward_ma:-7.15 loss:-0.03062 fps:1575 +frame:5.93e+06 wall_t:3766 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:2.321 +2026-01-08 10:55:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.14 loss:-0.02905 fps:1575 +frame:5.94e+06 wall_t:3772 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:2.267 +2026-01-08 10:55:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.69 total_reward_ma:-7.13 loss:-0.02824 fps:1574 +frame:5.95e+06 wall_t:3779 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:2.412 +2026-01-08 10:55:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.63 total_reward_ma:-7.12 loss:-0.02864 fps:1575 +frame:5.96e+06 wall_t:3785 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:2.311 +2026-01-08 10:56:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.53 total_reward_ma:-7.11 loss:-0.02997 fps:1575 +frame:5.97e+06 wall_t:3791 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:2.385 +2026-01-08 10:56:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.32 total_reward_ma:-7.10 loss:-0.02948 fps:1575 +frame:5.98e+06 wall_t:3797 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:2.275 +2026-01-08 10:56:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.35 total_reward_ma:-7.08 loss:-0.03102 fps:1575 +frame:5.99e+06 wall_t:3803 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:2.425 +2026-01-08 10:56:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.41 total_reward_ma:-7.07 loss:-0.0298 fps:1575 +frame:6.00e+06 wall_t:3810 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:2.4 +2026-01-08 10:56:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.39 total_reward_ma:-7.06 loss:-0.03109 fps:1575 +frame:6.01e+06 wall_t:3816 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:2.198 +2026-01-08 10:56:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.42 total_reward_ma:-7.05 loss:-0.03065 fps:1575 +frame:6.02e+06 wall_t:3822 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:2.514 +2026-01-08 10:56:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.41 total_reward_ma:-7.04 loss:-0.03027 fps:1575 +frame:6.03e+06 wall_t:3829 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:2.548 +2026-01-08 10:56:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.42 total_reward_ma:-7.03 loss:-0.0317 fps:1575 +frame:6.04e+06 wall_t:3835 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:2.399 +2026-01-08 10:56:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.36 total_reward_ma:-7.02 loss:-0.03138 fps:1575 +frame:6.05e+06 wall_t:3841 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:2.364 +2026-01-08 10:57:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.38 total_reward_ma:-7.01 loss:-0.03216 fps:1575 +frame:6.06e+06 wall_t:3847 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:2.426 +2026-01-08 10:57:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.48 total_reward_ma:-7.00 loss:-0.03005 fps:1575 +frame:6.07e+06 wall_t:3853 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:2.523 +2026-01-08 10:57:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.61 total_reward_ma:-6.99 loss:-0.03124 fps:1575 +frame:6.08e+06 wall_t:3860 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:2.358 +2026-01-08 10:57:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.66 total_reward_ma:-6.98 loss:-0.03109 fps:1575 +frame:6.09e+06 wall_t:3866 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:2.444 +2026-01-08 10:57:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.66 total_reward_ma:-6.97 loss:-0.03023 fps:1575 +frame:6.10e+06 wall_t:3872 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:2.488 +2026-01-08 10:57:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.69 total_reward_ma:-6.97 loss:-0.03026 fps:1575 +frame:6.11e+06 wall_t:3879 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:2.364 +2026-01-08 10:57:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.74 total_reward_ma:-6.96 loss:-0.03158 fps:1575 +frame:6.12e+06 wall_t:3885 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:2.461 +2026-01-08 10:57:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.91 total_reward_ma:-6.95 loss:-0.03113 fps:1575 +frame:6.13e+06 wall_t:3891 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:2.51 +2026-01-08 10:57:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-6.94 loss:-0.03054 fps:1576 +frame:6.14e+06 wall_t:3897 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:2.361 +2026-01-08 10:57:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.83 total_reward_ma:-6.93 loss:-0.03055 fps:1576 +frame:6.15e+06 wall_t:3903 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:2.366 +2026-01-08 10:58:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.87 total_reward_ma:-6.93 loss:-0.02953 fps:1576 +frame:6.16e+06 wall_t:3909 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:2.373 +2026-01-08 10:58:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.87 total_reward_ma:-6.92 loss:-0.02961 fps:1576 +frame:6.17e+06 wall_t:3915 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:2.387 +2026-01-08 10:58:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.09 total_reward_ma:-6.91 loss:-0.02935 fps:1576 +frame:6.18e+06 wall_t:3922 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:2.478 +2026-01-08 10:58:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.21 total_reward_ma:-6.91 loss:-0.02906 fps:1576 +frame:6.19e+06 wall_t:3928 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:2.383 +2026-01-08 10:58:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.25 total_reward_ma:-6.90 loss:-0.02989 fps:1576 +frame:6.20e+06 wall_t:3934 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:2.45 +2026-01-08 10:58:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-6.90 loss:-0.03147 fps:1576 +frame:6.21e+06 wall_t:3940 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:2.471 +2026-01-08 10:58:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.43 total_reward_ma:-6.90 loss:-0.03196 fps:1576 +frame:6.22e+06 wall_t:3947 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:2.348 +2026-01-08 10:58:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-6.90 loss:-0.03139 fps:1576 +frame:6.23e+06 wall_t:3952 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:2.444 +2026-01-08 10:58:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.94 total_reward_ma:-6.90 loss:-0.02813 fps:1576 +frame:6.24e+06 wall_t:3959 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:2.324 +2026-01-08 10:59:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.11 total_reward_ma:-6.91 loss:-0.02852 fps:1576 +frame:6.25e+06 wall_t:3965 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:2.373 +2026-01-08 10:59:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-6.92 loss:-0.02917 fps:1576 +frame:6.26e+06 wall_t:3972 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:2.359 +2026-01-08 10:59:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-6.92 loss:-0.0303 fps:1576 +frame:6.27e+06 wall_t:3978 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:2.251 +2026-01-08 10:59:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.50 total_reward_ma:-6.93 loss:-0.03269 fps:1576 +frame:6.28e+06 wall_t:3984 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:2.408 +2026-01-08 10:59:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.80 total_reward_ma:-6.95 loss:-0.02981 fps:1576 +frame:6.29e+06 wall_t:3991 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:2.369 +2026-01-08 10:59:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-6.96 loss:-0.03204 fps:1576 +frame:6.30e+06 wall_t:3997 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:2.487 +2026-01-08 10:59:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-6.98 loss:-0.02935 fps:1576 +frame:6.31e+06 wall_t:4003 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:2.36 +2026-01-08 10:59:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-7.00 loss:-0.02813 fps:1576 +frame:6.32e+06 wall_t:4009 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:2.338 +2026-01-08 10:59:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-7.02 loss:-0.02975 fps:1577 +frame:6.33e+06 wall_t:4015 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:2.329 +2026-01-08 10:59:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.13 total_reward_ma:-7.03 loss:-0.03034 fps:1576 +frame:6.34e+06 wall_t:4022 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:2.42 +2026-01-08 11:00:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.23 total_reward_ma:-7.05 loss:-0.02713 fps:1576 +frame:6.35e+06 wall_t:4028 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:2.308 +2026-01-08 11:00:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-7.07 loss:-0.02814 fps:1576 +frame:6.36e+06 wall_t:4035 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:2.31 +2026-01-08 11:00:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.22 total_reward_ma:-7.09 loss:-0.02957 fps:1576 +frame:6.37e+06 wall_t:4041 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:2.416 +2026-01-08 11:00:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.18 total_reward_ma:-7.11 loss:-0.03087 fps:1576 +frame:6.38e+06 wall_t:4047 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:2.302 +2026-01-08 11:00:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.06 total_reward_ma:-7.13 loss:-0.03016 fps:1576 +frame:6.39e+06 wall_t:4054 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:2.428 +2026-01-08 11:00:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.86 total_reward_ma:-7.15 loss:-0.03177 fps:1576 +frame:6.40e+06 wall_t:4060 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:2.418 +2026-01-08 11:00:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-7.17 loss:-0.0303 fps:1576 +frame:6.41e+06 wall_t:4066 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:2.411 +2026-01-08 11:00:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-7.19 loss:-0.03029 fps:1577 +frame:6.42e+06 wall_t:4072 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:2.313 +2026-01-08 11:00:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-7.21 loss:-0.03118 fps:1577 +frame:6.43e+06 wall_t:4078 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:2.428 +2026-01-08 11:00:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.81 total_reward_ma:-7.23 loss:-0.03098 fps:1577 +frame:6.44e+06 wall_t:4084 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:2.319 +2026-01-08 11:01:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.64 total_reward_ma:-7.24 loss:-0.02881 fps:1577 +frame:6.45e+06 wall_t:4091 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:2.388 +2026-01-08 11:01:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.61 total_reward_ma:-7.26 loss:-0.02912 fps:1577 +frame:6.46e+06 wall_t:4097 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:2.32 +2026-01-08 11:01:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-7.28 loss:-0.03039 fps:1577 +frame:6.47e+06 wall_t:4103 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:2.339 +2026-01-08 11:01:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-7.30 loss:-0.02881 fps:1577 +frame:6.48e+06 wall_t:4109 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:2.33 +2026-01-08 11:01:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.68 total_reward_ma:-7.32 loss:-0.03098 fps:1577 +frame:6.49e+06 wall_t:4115 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:2.28 +2026-01-08 11:01:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.57 total_reward_ma:-7.33 loss:-0.02914 fps:1577 +frame:6.50e+06 wall_t:4122 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:2.281 +2026-01-08 11:01:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.47 total_reward_ma:-7.35 loss:-0.02947 fps:1577 +frame:6.51e+06 wall_t:4128 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:2.417 +2026-01-08 11:01:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.33 total_reward_ma:-7.37 loss:-0.02819 fps:1577 +frame:6.52e+06 wall_t:4134 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:2.42 +2026-01-08 11:01:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.34 total_reward_ma:-7.38 loss:-0.02669 fps:1577 +frame:6.53e+06 wall_t:4141 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:2.455 +2026-01-08 11:02:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.19 total_reward_ma:-7.40 loss:-0.02952 fps:1577 +frame:6.54e+06 wall_t:4147 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:2.427 +2026-01-08 11:02:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.93 total_reward_ma:-7.41 loss:-0.02916 fps:1577 +frame:6.55e+06 wall_t:4153 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:2.301 +2026-01-08 11:02:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.78 total_reward_ma:-7.42 loss:-0.02919 fps:1577 +frame:6.56e+06 wall_t:4159 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:2.434 +2026-01-08 11:02:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.68 total_reward_ma:-7.44 loss:-0.03035 fps:1577 +frame:6.57e+06 wall_t:4165 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:2.341 +2026-01-08 11:02:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-7.45 loss:-0.02884 fps:1578 +frame:6.58e+06 wall_t:4171 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:2.17 +2026-01-08 11:02:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.45 loss:-0.02715 fps:1577 +frame:6.59e+06 wall_t:4178 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:2.294 +2026-01-08 11:02:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.21 total_reward_ma:-7.46 loss:-0.02663 fps:1577 +frame:6.60e+06 wall_t:4184 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:2.28 +2026-01-08 11:02:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.24 total_reward_ma:-7.46 loss:-0.02674 fps:1577 +frame:6.61e+06 wall_t:4191 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:2.191 +2026-01-08 11:02:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.24 total_reward_ma:-7.47 loss:-0.02994 fps:1577 +frame:6.62e+06 wall_t:4197 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:2.367 +2026-01-08 11:02:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.20 total_reward_ma:-7.47 loss:-0.02749 fps:1577 +frame:6.63e+06 wall_t:4203 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:2.317 +2026-01-08 11:03:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.21 total_reward_ma:-7.48 loss:-0.02788 fps:1577 +frame:6.64e+06 wall_t:4210 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:2.174 +2026-01-08 11:03:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.23 total_reward_ma:-7.48 loss:-0.02885 fps:1577 +frame:6.65e+06 wall_t:4216 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:2.359 +2026-01-08 11:03:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.26 total_reward_ma:-7.48 loss:-0.0277 fps:1577 +frame:6.66e+06 wall_t:4222 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:2.346 +2026-01-08 11:03:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.22 total_reward_ma:-7.49 loss:-0.02614 fps:1578 +frame:6.67e+06 wall_t:4228 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:2.147 +2026-01-08 11:03:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-7.49 loss:-0.02649 fps:1577 +frame:6.68e+06 wall_t:4235 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:2.399 +2026-01-08 11:03:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.13 total_reward_ma:-7.49 loss:-0.02749 fps:1577 +frame:6.69e+06 wall_t:4241 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:2.261 +2026-01-08 11:03:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.17 total_reward_ma:-7.49 loss:-0.02711 fps:1578 +frame:6.70e+06 wall_t:4247 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:2.184 +2026-01-08 11:03:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.08 total_reward_ma:-7.50 loss:-0.02615 fps:1577 +frame:6.71e+06 wall_t:4254 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:2.168 +2026-01-08 11:03:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.06 total_reward_ma:-7.50 loss:-0.02787 fps:1577 +frame:6.72e+06 wall_t:4260 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:2.175 +2026-01-08 11:04:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.04 total_reward_ma:-7.50 loss:-0.02972 fps:1578 +frame:6.73e+06 wall_t:4266 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:2.277 +2026-01-08 11:04:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.00 total_reward_ma:-7.50 loss:-0.02663 fps:1577 +frame:6.74e+06 wall_t:4273 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:2.235 +2026-01-08 11:04:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.50 loss:-0.02977 fps:1578 +frame:6.75e+06 wall_t:4278 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:2.371 +2026-01-08 11:04:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.50 loss:-0.0303 fps:1578 +frame:6.76e+06 wall_t:4285 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:2.389 +2026-01-08 11:04:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.01 total_reward_ma:-7.50 loss:-0.02994 fps:1578 +frame:6.77e+06 wall_t:4291 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:2.33 +2026-01-08 11:04:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-7.50 loss:-0.02723 fps:1578 +frame:6.78e+06 wall_t:4297 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:2.232 +2026-01-08 11:04:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.50 loss:-0.02846 fps:1578 +frame:6.79e+06 wall_t:4303 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:2.485 +2026-01-08 11:04:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.85 total_reward_ma:-7.50 loss:-0.02791 fps:1578 +frame:6.80e+06 wall_t:4309 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:2.299 +2026-01-08 11:04:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-7.50 loss:-0.02897 fps:1578 +frame:6.81e+06 wall_t:4316 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:2.208 +2026-01-08 11:04:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.06 total_reward_ma:-7.50 loss:-0.02817 fps:1578 +frame:6.82e+06 wall_t:4322 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:2.223 +2026-01-08 11:05:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.50 loss:-0.02898 fps:1578 +frame:6.83e+06 wall_t:4328 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:2.313 +2026-01-08 11:05:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.85 total_reward_ma:-7.50 loss:-0.03063 fps:1578 +frame:6.84e+06 wall_t:4334 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:2.393 +2026-01-08 11:05:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.50 loss:-0.02955 fps:1578 +frame:6.85e+06 wall_t:4340 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:2.474 +2026-01-08 11:05:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-7.50 loss:-0.03015 fps:1578 +frame:6.86e+06 wall_t:4346 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:2.507 +2026-01-08 11:05:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.50 loss:-0.02978 fps:1578 +frame:6.87e+06 wall_t:4353 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:2.367 +2026-01-08 11:05:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-7.50 loss:-0.02984 fps:1578 +frame:6.88e+06 wall_t:4359 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:2.382 +2026-01-08 11:05:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.76 total_reward_ma:-7.50 loss:-0.02959 fps:1578 +frame:6.89e+06 wall_t:4365 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:2.487 +2026-01-08 11:05:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.72 total_reward_ma:-7.50 loss:-0.02824 fps:1579 +frame:6.90e+06 wall_t:4371 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:2.37 +2026-01-08 11:05:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.59 total_reward_ma:-7.49 loss:-0.0274 fps:1578 +frame:6.91e+06 wall_t:4378 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:2.287 +2026-01-08 11:05:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.62 total_reward_ma:-7.49 loss:-0.02897 fps:1578 +frame:6.92e+06 wall_t:4384 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:2.33 +2026-01-08 11:06:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.55 total_reward_ma:-7.49 loss:-0.02862 fps:1579 +frame:6.93e+06 wall_t:4390 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:2.386 +2026-01-08 11:06:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.43 total_reward_ma:-7.48 loss:-0.02879 fps:1578 +frame:6.94e+06 wall_t:4397 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 11:06:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.34 total_reward_ma:-7.48 loss:-0.03109 fps:1578 +frame:6.95e+06 wall_t:4403 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:2.162 +2026-01-08 11:06:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.38 total_reward_ma:-7.48 loss:-0.02862 fps:1578 +frame:6.96e+06 wall_t:4410 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:2.252 +2026-01-08 11:06:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.36 total_reward_ma:-7.48 loss:-0.02668 fps:1578 +frame:6.97e+06 wall_t:4416 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:2.15 +2026-01-08 11:06:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.28 total_reward_ma:-7.48 loss:-0.0312 fps:1578 +frame:6.98e+06 wall_t:4422 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:2.249 +2026-01-08 11:06:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.34 total_reward_ma:-7.48 loss:-0.02888 fps:1579 +frame:6.99e+06 wall_t:4428 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:2.33 +2026-01-08 11:06:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.46 total_reward_ma:-7.48 loss:-0.02901 fps:1579 +frame:7.00e+06 wall_t:4434 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:2.323 +2026-01-08 11:06:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.51 total_reward_ma:-7.48 loss:-0.02648 fps:1579 +frame:7.01e+06 wall_t:4440 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:2.227 +2026-01-08 11:07:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.50 total_reward_ma:-7.48 loss:-0.02576 fps:1579 +frame:7.02e+06 wall_t:4446 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:2.259 +2026-01-08 11:07:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.52 total_reward_ma:-7.48 loss:-0.02808 fps:1579 +frame:7.03e+06 wall_t:4453 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:2.118 +2026-01-08 11:07:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.63 total_reward_ma:-7.48 loss:-0.02821 fps:1579 +frame:7.04e+06 wall_t:4459 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:2.351 +2026-01-08 11:07:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.69 total_reward_ma:-7.48 loss:-0.02704 fps:1579 +frame:7.05e+06 wall_t:4465 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:2.265 +2026-01-08 11:07:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.77 total_reward_ma:-7.49 loss:-0.02726 fps:1579 +frame:7.06e+06 wall_t:4472 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:2.256 +2026-01-08 11:07:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-7.49 loss:-0.03012 fps:1579 +frame:7.07e+06 wall_t:4478 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:2.388 +2026-01-08 11:07:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.91 total_reward_ma:-7.49 loss:-0.02903 fps:1579 +frame:7.08e+06 wall_t:4484 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 11:07:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-7.50 loss:-0.02683 fps:1579 +frame:7.09e+06 wall_t:4490 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:2.033 +2026-01-08 11:07:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.85 total_reward_ma:-7.50 loss:-0.0286 fps:1579 +frame:7.10e+06 wall_t:4497 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:2.273 +2026-01-08 11:07:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-7.50 loss:-0.02811 fps:1579 +frame:7.11e+06 wall_t:4504 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:2.32 +2026-01-08 11:08:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-7.50 loss:-0.02877 fps:1579 +frame:7.12e+06 wall_t:4510 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:2.327 +2026-01-08 11:08:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.87 total_reward_ma:-7.50 loss:-0.02923 fps:1579 +frame:7.13e+06 wall_t:4516 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:2.357 +2026-01-08 11:08:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-7.50 loss:-0.02885 fps:1579 +frame:7.14e+06 wall_t:4523 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:2.373 +2026-01-08 11:08:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.91 total_reward_ma:-7.50 loss:-0.02765 fps:1579 +frame:7.15e+06 wall_t:4529 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:2.371 +2026-01-08 11:08:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.99 total_reward_ma:-7.50 loss:-0.02984 fps:1579 +frame:7.16e+06 wall_t:4535 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:2.359 +2026-01-08 11:08:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.13 total_reward_ma:-7.51 loss:-0.02947 fps:1579 +frame:7.17e+06 wall_t:4541 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:2.435 +2026-01-08 11:08:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.14 total_reward_ma:-7.51 loss:-0.02938 fps:1579 +frame:7.18e+06 wall_t:4548 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:2.354 +2026-01-08 11:08:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.16 total_reward_ma:-7.51 loss:-0.03038 fps:1579 +frame:7.19e+06 wall_t:4554 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:2.464 +2026-01-08 11:08:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.12 total_reward_ma:-7.51 loss:-0.02863 fps:1579 +frame:7.20e+06 wall_t:4560 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:2.447 +2026-01-08 11:09:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.22 total_reward_ma:-7.50 loss:-0.03018 fps:1579 +frame:7.21e+06 wall_t:4567 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:2.361 +2026-01-08 11:09:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.50 loss:-0.02979 fps:1579 +frame:7.22e+06 wall_t:4573 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:2.424 +2026-01-08 11:09:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.44 total_reward_ma:-7.50 loss:-0.02859 fps:1579 +frame:7.23e+06 wall_t:4580 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:2.426 +2026-01-08 11:09:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.50 loss:-0.02908 fps:1579 +frame:7.24e+06 wall_t:4586 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:2.348 +2026-01-08 11:09:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.49 loss:-0.0293 fps:1579 +frame:7.25e+06 wall_t:4592 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:2.439 +2026-01-08 11:09:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.69 total_reward_ma:-7.48 loss:-0.02953 fps:1579 +frame:7.26e+06 wall_t:4598 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:2.45 +2026-01-08 11:09:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.74 total_reward_ma:-7.48 loss:-0.02843 fps:1579 +frame:7.27e+06 wall_t:4604 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:2.331 +2026-01-08 11:09:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-7.47 loss:-0.02752 fps:1579 +frame:7.28e+06 wall_t:4611 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:2.313 +2026-01-08 11:09:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.72 total_reward_ma:-7.46 loss:-0.02713 fps:1579 +frame:7.29e+06 wall_t:4617 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:2.319 +2026-01-08 11:09:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-7.45 loss:-0.02787 fps:1579 +frame:7.30e+06 wall_t:4623 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:2.432 +2026-01-08 11:10:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.67 total_reward_ma:-7.43 loss:-0.0304 fps:1579 +frame:7.31e+06 wall_t:4630 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:2.429 +2026-01-08 11:10:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.58 total_reward_ma:-7.42 loss:-0.02947 fps:1579 +frame:7.32e+06 wall_t:4636 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:2.486 +2026-01-08 11:10:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-7.40 loss:-0.02874 fps:1579 +frame:7.33e+06 wall_t:4643 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:2.427 +2026-01-08 11:10:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-7.39 loss:-0.02965 fps:1579 +frame:7.34e+06 wall_t:4649 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:2.294 +2026-01-08 11:10:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.58 total_reward_ma:-7.37 loss:-0.02857 fps:1579 +frame:7.35e+06 wall_t:4655 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:2.335 +2026-01-08 11:10:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.61 total_reward_ma:-7.36 loss:-0.02919 fps:1579 +frame:7.36e+06 wall_t:4661 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:2.474 +2026-01-08 11:10:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.57 total_reward_ma:-7.34 loss:-0.02953 fps:1579 +frame:7.37e+06 wall_t:4668 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:2.338 +2026-01-08 11:10:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.54 total_reward_ma:-7.32 loss:-0.0297 fps:1579 +frame:7.38e+06 wall_t:4674 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:2.459 +2026-01-08 11:10:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-7.31 loss:-0.02982 fps:1579 +frame:7.39e+06 wall_t:4680 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:2.472 +2026-01-08 11:11:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.44 total_reward_ma:-7.29 loss:-0.03015 fps:1579 +frame:7.40e+06 wall_t:4687 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:2.476 +2026-01-08 11:11:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.28 loss:-0.02967 fps:1579 +frame:7.41e+06 wall_t:4693 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:2.494 +2026-01-08 11:11:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-7.26 loss:-0.02943 fps:1579 +frame:7.42e+06 wall_t:4699 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:2.449 +2026-01-08 11:11:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.25 loss:-0.02918 fps:1579 +frame:7.43e+06 wall_t:4705 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:2.442 +2026-01-08 11:11:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.46 total_reward_ma:-7.23 loss:-0.03157 fps:1579 +frame:7.44e+06 wall_t:4711 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:2.405 +2026-01-08 11:11:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.43 total_reward_ma:-7.22 loss:-0.03008 fps:1579 +frame:7.45e+06 wall_t:4717 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:2.489 +2026-01-08 11:11:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-7.21 loss:-0.03096 fps:1580 +frame:7.46e+06 wall_t:4723 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:2.423 +2026-01-08 11:11:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.23 total_reward_ma:-7.19 loss:-0.03037 fps:1579 +frame:7.47e+06 wall_t:4730 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:2.432 +2026-01-08 11:11:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.06 total_reward_ma:-7.18 loss:-0.03029 fps:1579 +frame:7.48e+06 wall_t:4736 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:2.462 +2026-01-08 11:11:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-7.16 loss:-0.03007 fps:1580 +frame:7.49e+06 wall_t:4742 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:2.517 +2026-01-08 11:12:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.01 total_reward_ma:-7.14 loss:-0.03051 fps:1580 +frame:7.50e+06 wall_t:4748 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:2.557 +2026-01-08 11:12:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.06 total_reward_ma:-7.13 loss:-0.0309 fps:1580 +frame:7.51e+06 wall_t:4754 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:2.551 +2026-01-08 11:12:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.99 total_reward_ma:-7.12 loss:-0.03153 fps:1580 +frame:7.52e+06 wall_t:4761 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:2.597 +2026-01-08 11:12:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.00 total_reward_ma:-7.10 loss:-0.03036 fps:1580 +frame:7.53e+06 wall_t:4767 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:2.421 +2026-01-08 11:12:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.09 loss:-0.03232 fps:1580 +frame:7.54e+06 wall_t:4773 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:2.567 +2026-01-08 11:12:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-7.08 loss:-0.03081 fps:1579 +frame:7.55e+06 wall_t:4780 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:2.582 +2026-01-08 11:12:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-7.08 loss:-0.02993 fps:1580 +frame:7.56e+06 wall_t:4786 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:2.531 +2026-01-08 11:12:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.99 total_reward_ma:-7.07 loss:-0.03031 fps:1580 +frame:7.57e+06 wall_t:4792 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:2.564 +2026-01-08 11:12:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-7.06 loss:-0.03021 fps:1579 +frame:7.58e+06 wall_t:4799 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:2.544 +2026-01-08 11:12:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-7.06 loss:-0.03055 fps:1580 +frame:7.59e+06 wall_t:4805 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:2.547 +2026-01-08 11:13:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.99 total_reward_ma:-7.05 loss:-0.02957 fps:1580 +frame:7.60e+06 wall_t:4811 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:2.555 +2026-01-08 11:13:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.04 total_reward_ma:-7.05 loss:-0.03189 fps:1580 +frame:7.61e+06 wall_t:4817 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:2.481 +2026-01-08 11:13:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.01 total_reward_ma:-7.05 loss:-0.03176 fps:1580 +frame:7.62e+06 wall_t:4823 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:2.64 +2026-01-08 11:13:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-7.05 loss:-0.03035 fps:1580 +frame:7.63e+06 wall_t:4830 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:2.599 +2026-01-08 11:13:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.04 loss:-0.0311 fps:1580 +frame:7.64e+06 wall_t:4836 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:2.628 +2026-01-08 11:13:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.94 total_reward_ma:-7.04 loss:-0.03018 fps:1580 +frame:7.65e+06 wall_t:4843 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:2.599 +2026-01-08 11:13:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-7.04 loss:-0.0304 fps:1580 +frame:7.66e+06 wall_t:4849 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:2.615 +2026-01-08 11:13:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-7.03 loss:-0.02953 fps:1580 +frame:7.67e+06 wall_t:4855 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:2.518 +2026-01-08 11:13:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-7.03 loss:-0.03287 fps:1580 +frame:7.68e+06 wall_t:4862 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:2.559 +2026-01-08 11:14:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.03 loss:-0.02876 fps:1580 +frame:7.69e+06 wall_t:4867 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:2.531 +2026-01-08 11:14:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.93 total_reward_ma:-7.03 loss:-0.02933 fps:1580 +frame:7.70e+06 wall_t:4874 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:2.502 +2026-01-08 11:14:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-7.02 loss:-0.02873 fps:1580 +frame:7.71e+06 wall_t:4880 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:2.441 +2026-01-08 11:14:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.69 total_reward_ma:-7.02 loss:-0.03151 fps:1580 +frame:7.72e+06 wall_t:4886 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:2.482 +2026-01-08 11:14:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.70 total_reward_ma:-7.02 loss:-0.0278 fps:1580 +frame:7.73e+06 wall_t:4892 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:2.277 +2026-01-08 11:14:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.70 total_reward_ma:-7.01 loss:-0.03045 fps:1580 +frame:7.74e+06 wall_t:4898 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:2.385 +2026-01-08 11:14:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.71 total_reward_ma:-7.01 loss:-0.02944 fps:1580 +frame:7.75e+06 wall_t:4905 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:2.381 +2026-01-08 11:14:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.61 total_reward_ma:-7.01 loss:-0.0315 fps:1580 +frame:7.76e+06 wall_t:4911 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:2.513 +2026-01-08 11:14:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.56 total_reward_ma:-7.00 loss:-0.02968 fps:1580 +frame:7.77e+06 wall_t:4917 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:2.464 +2026-01-08 11:14:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.58 total_reward_ma:-7.00 loss:-0.02902 fps:1580 +frame:7.78e+06 wall_t:4923 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:2.437 +2026-01-08 11:15:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.60 total_reward_ma:-7.00 loss:-0.02908 fps:1580 +frame:7.79e+06 wall_t:4929 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:2.396 +2026-01-08 11:15:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.65 total_reward_ma:-6.99 loss:-0.02783 fps:1580 +frame:7.80e+06 wall_t:4936 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:2.51 +2026-01-08 11:15:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.64 total_reward_ma:-6.99 loss:-0.03178 fps:1580 +frame:7.81e+06 wall_t:4942 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:2.526 +2026-01-08 11:15:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.65 total_reward_ma:-6.99 loss:-0.03014 fps:1580 +frame:7.82e+06 wall_t:4948 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:2.447 +2026-01-08 11:15:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.58 total_reward_ma:-6.98 loss:-0.03018 fps:1580 +frame:7.83e+06 wall_t:4955 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:2.576 +2026-01-08 11:15:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.58 total_reward_ma:-6.98 loss:-0.02962 fps:1580 +frame:7.84e+06 wall_t:4961 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:2.506 +2026-01-08 11:15:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.56 total_reward_ma:-6.98 loss:-0.02788 fps:1580 +frame:7.85e+06 wall_t:4967 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:2.605 +2026-01-08 11:15:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.54 total_reward_ma:-6.98 loss:-0.02941 fps:1581 +frame:7.86e+06 wall_t:4973 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:2.462 +2026-01-08 11:15:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.42 total_reward_ma:-6.97 loss:-0.02998 fps:1581 +frame:7.87e+06 wall_t:4979 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:2.551 +2026-01-08 11:16:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.51 total_reward_ma:-6.97 loss:-0.02868 fps:1580 +frame:7.88e+06 wall_t:4986 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:2.478 +2026-01-08 11:16:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.49 total_reward_ma:-6.97 loss:-0.02921 fps:1581 +frame:7.89e+06 wall_t:4992 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:2.544 +2026-01-08 11:16:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.38 total_reward_ma:-6.96 loss:-0.03239 fps:1580 +frame:7.90e+06 wall_t:4999 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:2.537 +2026-01-08 11:16:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.31 total_reward_ma:-6.96 loss:-0.02956 fps:1580 +frame:7.91e+06 wall_t:5005 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:2.461 +2026-01-08 11:16:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.30 total_reward_ma:-6.96 loss:-0.03022 fps:1581 +frame:7.92e+06 wall_t:5011 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:2.495 +2026-01-08 11:16:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.24 total_reward_ma:-6.95 loss:-0.02773 fps:1580 +frame:7.93e+06 wall_t:5018 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:2.564 +2026-01-08 11:16:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.20 total_reward_ma:-6.95 loss:-0.03111 fps:1581 +frame:7.94e+06 wall_t:5023 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:2.578 +2026-01-08 11:16:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.18 total_reward_ma:-6.95 loss:-0.03023 fps:1581 +frame:7.95e+06 wall_t:5030 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:2.459 +2026-01-08 11:16:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.15 total_reward_ma:-6.95 loss:-0.03174 fps:1581 +frame:7.96e+06 wall_t:5036 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:2.521 +2026-01-08 11:16:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.24 total_reward_ma:-6.95 loss:-0.03177 fps:1581 +frame:7.97e+06 wall_t:5042 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:2.42 +2026-01-08 11:17:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.35 total_reward_ma:-6.95 loss:-0.03031 fps:1581 +frame:7.98e+06 wall_t:5049 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:2.461 +2026-01-08 11:17:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.29 total_reward_ma:-6.95 loss:-0.02939 fps:1581 +frame:7.99e+06 wall_t:5055 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:2.29 +2026-01-08 11:17:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.36 total_reward_ma:-6.95 loss:-0.02933 fps:1580 +frame:8.00e+06 wall_t:5062 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:2.43 +2026-01-08 11:17:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.38 total_reward_ma:-6.94 loss:-0.02956 fps:1581 +frame:8.01e+06 wall_t:5068 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:2.369 +2026-01-08 11:17:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.42 total_reward_ma:-6.94 loss:-0.02898 fps:1581 +frame:8.02e+06 wall_t:5074 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:2.254 +2026-01-08 11:17:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.66 total_reward_ma:-6.94 loss:-0.02843 fps:1581 +frame:8.03e+06 wall_t:5080 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:2.439 +2026-01-08 11:17:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.78 total_reward_ma:-6.95 loss:-0.02891 fps:1580 +frame:8.04e+06 wall_t:5087 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:2.26 +2026-01-08 11:17:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-6.95 loss:-0.0288 fps:1581 +frame:8.05e+06 wall_t:5093 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:2.425 +2026-01-08 11:17:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.97 total_reward_ma:-6.95 loss:-0.03095 fps:1581 +frame:8.06e+06 wall_t:5099 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:2.474 +2026-01-08 11:18:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-6.95 loss:-0.02925 fps:1581 +frame:8.07e+06 wall_t:5105 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:2.468 +2026-01-08 11:18:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.91 total_reward_ma:-6.95 loss:-0.02809 fps:1581 +frame:8.08e+06 wall_t:5111 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:2.316 +2026-01-08 11:18:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.03 total_reward_ma:-6.95 loss:-0.02912 fps:1581 +frame:8.09e+06 wall_t:5118 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:2.377 +2026-01-08 11:18:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.01 total_reward_ma:-6.95 loss:-0.02788 fps:1581 +frame:8.10e+06 wall_t:5124 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:2.48 +2026-01-08 11:18:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.07 total_reward_ma:-6.96 loss:-0.02916 fps:1581 +frame:8.11e+06 wall_t:5130 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:2.427 +2026-01-08 11:18:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.07 total_reward_ma:-6.96 loss:-0.0305 fps:1581 +frame:8.12e+06 wall_t:5136 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:2.466 +2026-01-08 11:18:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.06 total_reward_ma:-6.96 loss:-0.02931 fps:1581 +frame:8.13e+06 wall_t:5143 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:2.427 +2026-01-08 11:18:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-6.96 loss:-0.03007 fps:1581 +frame:8.14e+06 wall_t:5149 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:2.539 +2026-01-08 11:18:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.14 total_reward_ma:-6.96 loss:-0.02982 fps:1581 +frame:8.15e+06 wall_t:5155 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:2.448 +2026-01-08 11:18:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.08 total_reward_ma:-6.96 loss:-0.02833 fps:1581 +frame:8.16e+06 wall_t:5162 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:2.423 +2026-01-08 11:19:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.14 total_reward_ma:-6.96 loss:-0.03251 fps:1581 +frame:8.17e+06 wall_t:5168 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:2.563 +2026-01-08 11:19:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-6.96 loss:-0.02791 fps:1581 +frame:8.18e+06 wall_t:5174 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:2.421 +2026-01-08 11:19:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.21 total_reward_ma:-6.97 loss:-0.02704 fps:1581 +frame:8.19e+06 wall_t:5180 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:2.312 +2026-01-08 11:19:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.21 total_reward_ma:-6.97 loss:-0.02799 fps:1581 +frame:8.20e+06 wall_t:5186 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:2.351 +2026-01-08 11:19:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-6.97 loss:-0.02881 fps:1581 +frame:8.21e+06 wall_t:5192 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:2.43 +2026-01-08 11:19:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-6.97 loss:-0.02946 fps:1581 +frame:8.22e+06 wall_t:5198 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:2.439 +2026-01-08 11:19:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-6.97 loss:-0.02934 fps:1581 +frame:8.23e+06 wall_t:5204 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:2.408 +2026-01-08 11:19:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-6.97 loss:-0.03006 fps:1581 +frame:8.24e+06 wall_t:5211 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:2.518 +2026-01-08 11:19:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-6.97 loss:-0.02953 fps:1581 +frame:8.25e+06 wall_t:5217 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:2.474 +2026-01-08 11:19:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.48 total_reward_ma:-6.96 loss:-0.03007 fps:1581 +frame:8.26e+06 wall_t:5223 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:2.532 +2026-01-08 11:20:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.47 total_reward_ma:-6.96 loss:-0.0294 fps:1581 +frame:8.27e+06 wall_t:5230 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:2.523 +2026-01-08 11:20:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.62 total_reward_ma:-6.96 loss:-0.0296 fps:1582 +frame:8.28e+06 wall_t:5235 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:2.599 +2026-01-08 11:20:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.60 total_reward_ma:-6.96 loss:-0.02978 fps:1581 +frame:8.29e+06 wall_t:5242 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:2.521 +2026-01-08 11:20:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-6.96 loss:-0.03101 fps:1582 +frame:8.30e+06 wall_t:5248 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:2.526 +2026-01-08 11:20:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.60 total_reward_ma:-6.96 loss:-0.03213 fps:1581 +frame:8.31e+06 wall_t:5255 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:2.525 +2026-01-08 11:20:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.62 total_reward_ma:-6.96 loss:-0.02766 fps:1581 +frame:8.32e+06 wall_t:5261 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:2.49 +2026-01-08 11:20:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-6.96 loss:-0.02815 fps:1582 +frame:8.33e+06 wall_t:5267 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:2.366 +2026-01-08 11:20:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-6.96 loss:-0.03035 fps:1581 +frame:8.34e+06 wall_t:5274 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:2.471 +2026-01-08 11:20:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.36 total_reward_ma:-6.96 loss:-0.03019 fps:1581 +frame:8.35e+06 wall_t:5280 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:2.485 +2026-01-08 11:21:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-6.95 loss:-0.02918 fps:1582 +frame:8.36e+06 wall_t:5286 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:2.415 +2026-01-08 11:21:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-6.95 loss:-0.02847 fps:1582 +frame:8.37e+06 wall_t:5292 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:2.421 +2026-01-08 11:21:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-6.95 loss:-0.0293 fps:1582 +frame:8.38e+06 wall_t:5298 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:2.474 +2026-01-08 11:21:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.27 total_reward_ma:-6.95 loss:-0.02778 fps:1582 +frame:8.39e+06 wall_t:5305 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:2.372 +2026-01-08 11:21:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-6.94 loss:-0.02774 fps:1582 +frame:8.40e+06 wall_t:5311 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:2.45 +2026-01-08 11:21:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.31 total_reward_ma:-6.94 loss:-0.02785 fps:1582 +frame:8.41e+06 wall_t:5317 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:2.459 +2026-01-08 11:21:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.31 total_reward_ma:-6.94 loss:-0.02669 fps:1582 +frame:8.42e+06 wall_t:5323 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:2.3 +2026-01-08 11:21:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.22 total_reward_ma:-6.94 loss:-0.02799 fps:1582 +frame:8.43e+06 wall_t:5330 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:2.425 +2026-01-08 11:21:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.20 total_reward_ma:-6.94 loss:-0.0293 fps:1582 +frame:8.44e+06 wall_t:5336 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:2.513 +2026-01-08 11:21:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.11 total_reward_ma:-6.94 loss:-0.03003 fps:1582 +frame:8.45e+06 wall_t:5342 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:2.447 +2026-01-08 11:22:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-6.93 loss:-0.02892 fps:1582 +frame:8.46e+06 wall_t:5348 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:2.473 +2026-01-08 11:22:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.16 total_reward_ma:-6.93 loss:-0.02886 fps:1582 +frame:8.47e+06 wall_t:5355 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:2.477 +2026-01-08 11:22:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.20 total_reward_ma:-6.94 loss:-0.02833 fps:1582 +frame:8.48e+06 wall_t:5361 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:2.395 +2026-01-08 11:22:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.09 total_reward_ma:-6.94 loss:-0.0287 fps:1582 +frame:8.49e+06 wall_t:5368 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:2.499 +2026-01-08 11:22:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.12 total_reward_ma:-6.94 loss:-0.02872 fps:1582 +frame:8.50e+06 wall_t:5374 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:2.356 +2026-01-08 11:22:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.04 total_reward_ma:-6.94 loss:-0.02631 fps:1582 +frame:8.51e+06 wall_t:5380 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:2.409 +2026-01-08 11:22:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.04 total_reward_ma:-6.94 loss:-0.02824 fps:1582 +frame:8.52e+06 wall_t:5387 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:2.493 +2026-01-08 11:22:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.04 total_reward_ma:-6.94 loss:-0.02821 fps:1582 +frame:8.53e+06 wall_t:5393 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:2.395 +2026-01-08 11:22:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.10 total_reward_ma:-6.94 loss:-0.02756 fps:1582 +frame:8.54e+06 wall_t:5399 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:2.466 +2026-01-08 11:22:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.16 total_reward_ma:-6.94 loss:-0.02879 fps:1582 +frame:8.55e+06 wall_t:5405 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:2.413 +2026-01-08 11:23:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.21 total_reward_ma:-6.94 loss:-0.02926 fps:1582 +frame:8.56e+06 wall_t:5411 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:2.422 +2026-01-08 11:23:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.20 total_reward_ma:-6.94 loss:-0.02677 fps:1582 +frame:8.57e+06 wall_t:5418 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:2.362 +2026-01-08 11:23:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.20 total_reward_ma:-6.95 loss:-0.02801 fps:1582 +frame:8.58e+06 wall_t:5424 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:2.443 +2026-01-08 11:23:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-6.95 loss:-0.02895 fps:1582 +frame:8.59e+06 wall_t:5430 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:2.483 +2026-01-08 11:23:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.23 total_reward_ma:-6.95 loss:-0.0272 fps:1582 +frame:8.60e+06 wall_t:5437 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:2.388 +2026-01-08 11:23:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.22 total_reward_ma:-6.95 loss:-0.0282 fps:1582 +frame:8.61e+06 wall_t:5443 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:2.35 +2026-01-08 11:23:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.27 total_reward_ma:-6.96 loss:-0.03004 fps:1582 +frame:8.62e+06 wall_t:5449 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:2.425 +2026-01-08 11:23:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.25 total_reward_ma:-6.96 loss:-0.02888 fps:1582 +frame:8.63e+06 wall_t:5455 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:2.433 +2026-01-08 11:23:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.23 total_reward_ma:-6.96 loss:-0.03137 fps:1582 +frame:8.64e+06 wall_t:5462 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:2.499 +2026-01-08 11:24:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-6.97 loss:-0.03022 fps:1582 +frame:8.65e+06 wall_t:5468 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:2.456 +2026-01-08 11:24:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.36 total_reward_ma:-6.97 loss:-0.02985 fps:1582 +frame:8.66e+06 wall_t:5474 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:2.416 +2026-01-08 11:24:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.37 total_reward_ma:-6.98 loss:-0.02536 fps:1582 +frame:8.67e+06 wall_t:5480 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:2.277 +2026-01-08 11:24:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-6.98 loss:-0.02744 fps:1582 +frame:8.68e+06 wall_t:5487 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:2.35 +2026-01-08 11:24:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.36 total_reward_ma:-6.99 loss:-0.02768 fps:1582 +frame:8.69e+06 wall_t:5493 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:2.423 +2026-01-08 11:24:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-6.99 loss:-0.02791 fps:1582 +frame:8.70e+06 wall_t:5499 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:2.311 +2026-01-08 11:24:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.00 loss:-0.02685 fps:1582 +frame:8.71e+06 wall_t:5505 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:2.43 +2026-01-08 11:24:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.00 loss:-0.02693 fps:1582 +frame:8.72e+06 wall_t:5511 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:2.355 +2026-01-08 11:24:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.01 loss:-0.02578 fps:1582 +frame:8.73e+06 wall_t:5517 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:2.369 +2026-01-08 11:24:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-7.01 loss:-0.02696 fps:1582 +frame:8.74e+06 wall_t:5524 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:2.254 +2026-01-08 11:25:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-7.02 loss:-0.02878 fps:1582 +frame:8.75e+06 wall_t:5530 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:2.437 +2026-01-08 11:25:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.43 total_reward_ma:-7.03 loss:-0.02726 fps:1582 +frame:8.76e+06 wall_t:5537 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:2.413 +2026-01-08 11:25:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-7.04 loss:-0.02561 fps:1582 +frame:8.77e+06 wall_t:5543 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:2.434 +2026-01-08 11:25:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-7.05 loss:-0.0282 fps:1582 +frame:8.78e+06 wall_t:5549 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:2.423 +2026-01-08 11:25:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-7.06 loss:-0.02519 fps:1582 +frame:8.79e+06 wall_t:5555 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:2.288 +2026-01-08 11:25:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.70 total_reward_ma:-7.07 loss:-0.02689 fps:1582 +frame:8.80e+06 wall_t:5562 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:2.332 +2026-01-08 11:25:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.83 total_reward_ma:-7.08 loss:-0.02775 fps:1582 +frame:8.81e+06 wall_t:5568 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:2.31 +2026-01-08 11:25:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.74 total_reward_ma:-7.09 loss:-0.02712 fps:1582 +frame:8.82e+06 wall_t:5574 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:2.362 +2026-01-08 11:25:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.72 total_reward_ma:-7.10 loss:-0.02985 fps:1582 +frame:8.83e+06 wall_t:5581 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:2.38 +2026-01-08 11:26:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.73 total_reward_ma:-7.12 loss:-0.0268 fps:1582 +frame:8.84e+06 wall_t:5587 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:2.325 +2026-01-08 11:26:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.62 total_reward_ma:-7.13 loss:-0.02614 fps:1582 +frame:8.85e+06 wall_t:5594 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:2.432 +2026-01-08 11:26:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-7.14 loss:-0.02972 fps:1582 +frame:8.86e+06 wall_t:5600 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:2.568 +2026-01-08 11:26:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.15 loss:-0.02844 fps:1582 +frame:8.87e+06 wall_t:5606 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:2.647 +2026-01-08 11:26:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.15 loss:-0.02827 fps:1582 +frame:8.88e+06 wall_t:5612 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:2.547 +2026-01-08 11:26:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.23 total_reward_ma:-7.16 loss:-0.02864 fps:1582 +frame:8.89e+06 wall_t:5619 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:2.654 +2026-01-08 11:26:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.23 total_reward_ma:-7.17 loss:-0.03031 fps:1582 +frame:8.90e+06 wall_t:5625 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:2.49 +2026-01-08 11:26:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.16 total_reward_ma:-7.18 loss:-0.03035 fps:1582 +frame:8.91e+06 wall_t:5632 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:2.574 +2026-01-08 11:26:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.16 total_reward_ma:-7.19 loss:-0.0292 fps:1582 +frame:8.92e+06 wall_t:5638 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:2.66 +2026-01-08 11:26:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.15 total_reward_ma:-7.20 loss:-0.03052 fps:1582 +frame:8.93e+06 wall_t:5644 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:2.673 +2026-01-08 11:27:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.07 total_reward_ma:-7.20 loss:-0.02771 fps:1582 +frame:8.94e+06 wall_t:5650 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:2.649 +2026-01-08 11:27:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.08 total_reward_ma:-7.21 loss:-0.02924 fps:1582 +frame:8.95e+06 wall_t:5657 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:2.663 +2026-01-08 11:27:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.12 total_reward_ma:-7.22 loss:-0.02933 fps:1582 +frame:8.96e+06 wall_t:5663 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:2.66 +2026-01-08 11:27:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.14 total_reward_ma:-7.23 loss:-0.02833 fps:1582 +frame:8.97e+06 wall_t:5669 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:2.594 +2026-01-08 11:27:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.17 total_reward_ma:-7.24 loss:-0.02962 fps:1582 +frame:8.98e+06 wall_t:5675 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:2.625 +2026-01-08 11:27:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.21 total_reward_ma:-7.25 loss:-0.02965 fps:1582 +frame:8.99e+06 wall_t:5681 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:2.597 +2026-01-08 11:27:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.37 total_reward_ma:-7.26 loss:-0.02795 fps:1583 +frame:9.00e+06 wall_t:5687 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:2.633 +2026-01-08 11:27:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-7.27 loss:-0.0291 fps:1582 +frame:9.01e+06 wall_t:5694 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:2.573 +2026-01-08 11:27:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.57 total_reward_ma:-7.28 loss:-0.02793 fps:1582 +frame:9.02e+06 wall_t:5700 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:2.657 +2026-01-08 11:28:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-7.29 loss:-0.02821 fps:1583 +frame:9.03e+06 wall_t:5706 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:2.459 +2026-01-08 11:28:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-7.30 loss:-0.02813 fps:1583 +frame:9.04e+06 wall_t:5712 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:2.554 +2026-01-08 11:28:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.79 total_reward_ma:-7.31 loss:-0.02937 fps:1583 +frame:9.05e+06 wall_t:5718 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:2.624 +2026-01-08 11:28:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.94 total_reward_ma:-7.32 loss:-0.02637 fps:1583 +frame:9.06e+06 wall_t:5725 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:2.513 +2026-01-08 11:28:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.98 total_reward_ma:-7.33 loss:-0.02755 fps:1583 +frame:9.07e+06 wall_t:5731 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:2.517 +2026-01-08 11:28:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.94 total_reward_ma:-7.34 loss:-0.02814 fps:1583 +frame:9.08e+06 wall_t:5737 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:2.617 +2026-01-08 11:28:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.94 total_reward_ma:-7.35 loss:-0.0288 fps:1583 +frame:9.09e+06 wall_t:5743 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:2.55 +2026-01-08 11:28:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.82 total_reward_ma:-7.36 loss:-0.02861 fps:1583 +frame:9.10e+06 wall_t:5750 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:2.579 +2026-01-08 11:28:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.85 total_reward_ma:-7.37 loss:-0.02919 fps:1583 +frame:9.11e+06 wall_t:5756 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:2.601 +2026-01-08 11:28:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.93 total_reward_ma:-7.37 loss:-0.02596 fps:1583 +frame:9.12e+06 wall_t:5763 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:2.517 +2026-01-08 11:29:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.91 total_reward_ma:-7.38 loss:-0.02823 fps:1583 +frame:9.13e+06 wall_t:5769 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:2.55 +2026-01-08 11:29:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.92 total_reward_ma:-7.39 loss:-0.02827 fps:1583 +frame:9.14e+06 wall_t:5775 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:2.5 +2026-01-08 11:29:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.97 total_reward_ma:-7.40 loss:-0.02523 fps:1583 +frame:9.15e+06 wall_t:5781 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:2.352 +2026-01-08 11:29:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.08 total_reward_ma:-7.41 loss:-0.0273 fps:1583 +frame:9.16e+06 wall_t:5787 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:2.458 +2026-01-08 11:29:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.14 total_reward_ma:-7.42 loss:-0.02895 fps:1583 +frame:9.17e+06 wall_t:5794 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:2.538 +2026-01-08 11:29:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-7.43 loss:-0.02519 fps:1583 +frame:9.18e+06 wall_t:5800 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:2.449 +2026-01-08 11:29:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.32 total_reward_ma:-7.44 loss:-0.02769 fps:1583 +frame:9.19e+06 wall_t:5806 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:2.613 +2026-01-08 11:29:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.45 total_reward_ma:-7.46 loss:-0.02759 fps:1583 +frame:9.20e+06 wall_t:5813 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:2.499 +2026-01-08 11:29:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.64 total_reward_ma:-7.47 loss:-0.02725 fps:1583 +frame:9.21e+06 wall_t:5819 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:2.4 +2026-01-08 11:30:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.60 total_reward_ma:-7.48 loss:-0.02581 fps:1583 +frame:9.22e+06 wall_t:5825 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:2.443 +2026-01-08 11:30:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.63 total_reward_ma:-7.49 loss:-0.02687 fps:1583 +frame:9.23e+06 wall_t:5831 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:2.475 +2026-01-08 11:30:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.69 total_reward_ma:-7.51 loss:-0.02534 fps:1583 +frame:9.24e+06 wall_t:5838 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:2.483 +2026-01-08 11:30:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.77 total_reward_ma:-7.52 loss:-0.02596 fps:1583 +frame:9.25e+06 wall_t:5844 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:2.46 +2026-01-08 11:30:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-7.53 loss:-0.02762 fps:1583 +frame:9.26e+06 wall_t:5850 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:2.297 +2026-01-08 11:30:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-7.55 loss:-0.02537 fps:1583 +frame:9.27e+06 wall_t:5856 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:2.394 +2026-01-08 11:30:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-7.56 loss:-0.02582 fps:1583 +frame:9.28e+06 wall_t:5863 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:2.387 +2026-01-08 11:30:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-7.58 loss:-0.02766 fps:1583 +frame:9.29e+06 wall_t:5869 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:2.449 +2026-01-08 11:30:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-7.59 loss:-0.02478 fps:1583 +frame:9.30e+06 wall_t:5875 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:2.274 +2026-01-08 11:30:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.92 total_reward_ma:-7.60 loss:-0.0247 fps:1583 +frame:9.31e+06 wall_t:5881 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:2.258 +2026-01-08 11:31:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-7.62 loss:-0.0253 fps:1583 +frame:9.32e+06 wall_t:5888 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:2.274 +2026-01-08 11:31:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-7.63 loss:-0.02595 fps:1583 +frame:9.33e+06 wall_t:5894 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:2.282 +2026-01-08 11:31:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-7.64 loss:-0.02771 fps:1583 +frame:9.34e+06 wall_t:5900 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:2.44 +2026-01-08 11:31:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.75 total_reward_ma:-7.66 loss:-0.02668 fps:1583 +frame:9.35e+06 wall_t:5907 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:2.524 +2026-01-08 11:31:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.57 total_reward_ma:-7.67 loss:-0.02703 fps:1583 +frame:9.36e+06 wall_t:5913 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:2.543 +2026-01-08 11:31:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.47 total_reward_ma:-7.68 loss:-0.0266 fps:1583 +frame:9.37e+06 wall_t:5919 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:2.567 +2026-01-08 11:31:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.46 total_reward_ma:-7.69 loss:-0.02827 fps:1583 +frame:9.38e+06 wall_t:5926 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:2.497 +2026-01-08 11:31:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.45 total_reward_ma:-7.70 loss:-0.02821 fps:1583 +frame:9.39e+06 wall_t:5931 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:2.534 +2026-01-08 11:31:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.47 total_reward_ma:-7.72 loss:-0.02704 fps:1583 +frame:9.40e+06 wall_t:5938 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:2.486 +2026-01-08 11:31:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.43 total_reward_ma:-7.73 loss:-0.02653 fps:1583 +frame:9.41e+06 wall_t:5944 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:2.425 +2026-01-08 11:32:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.58 total_reward_ma:-7.74 loss:-0.02597 fps:1583 +frame:9.42e+06 wall_t:5951 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:2.516 +2026-01-08 11:32:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.61 total_reward_ma:-7.75 loss:-0.02659 fps:1583 +frame:9.43e+06 wall_t:5957 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:2.563 +2026-01-08 11:32:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-7.77 loss:-0.02721 fps:1583 +frame:9.44e+06 wall_t:5963 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:2.453 +2026-01-08 11:32:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.57 total_reward_ma:-7.78 loss:-0.02508 fps:1583 +frame:9.45e+06 wall_t:5969 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:2.351 +2026-01-08 11:32:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.51 total_reward_ma:-7.80 loss:-0.02551 fps:1583 +frame:9.46e+06 wall_t:5976 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:2.44 +2026-01-08 11:32:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.48 total_reward_ma:-7.81 loss:-0.0273 fps:1583 +frame:9.47e+06 wall_t:5982 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:2.498 +2026-01-08 11:32:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-7.82 loss:-0.02526 fps:1583 +frame:9.48e+06 wall_t:5988 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:2.421 +2026-01-08 11:32:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-7.83 loss:-0.02606 fps:1583 +frame:9.49e+06 wall_t:5994 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:2.471 +2026-01-08 11:32:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-7.85 loss:-0.02627 fps:1583 +frame:9.50e+06 wall_t:6001 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:2.581 +2026-01-08 11:33:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-7.86 loss:-0.02857 fps:1583 +frame:9.51e+06 wall_t:6007 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:2.618 +2026-01-08 11:33:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-7.87 loss:-0.0269 fps:1583 +frame:9.52e+06 wall_t:6013 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:2.608 +2026-01-08 11:33:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.14 total_reward_ma:-7.88 loss:-0.02764 fps:1583 +frame:9.53e+06 wall_t:6020 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:2.65 +2026-01-08 11:33:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.14 total_reward_ma:-7.89 loss:-0.02765 fps:1583 +frame:9.54e+06 wall_t:6026 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:2.643 +2026-01-08 11:33:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.20 total_reward_ma:-7.90 loss:-0.0269 fps:1583 +frame:9.55e+06 wall_t:6032 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:2.583 +2026-01-08 11:33:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-8.02 total_reward_ma:-7.91 loss:-0.02647 fps:1583 +frame:9.56e+06 wall_t:6038 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:2.583 +2026-01-08 11:33:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.84 total_reward_ma:-7.92 loss:-0.02605 fps:1583 +frame:9.57e+06 wall_t:6044 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:2.509 +2026-01-08 11:33:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.75 total_reward_ma:-7.92 loss:-0.02528 fps:1583 +frame:9.58e+06 wall_t:6050 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:2.473 +2026-01-08 11:33:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.81 total_reward_ma:-7.93 loss:-0.02547 fps:1583 +frame:9.59e+06 wall_t:6057 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:2.493 +2026-01-08 11:33:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.68 total_reward_ma:-7.93 loss:-0.02569 fps:1583 +frame:9.60e+06 wall_t:6063 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:2.496 +2026-01-08 11:34:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-7.94 loss:-0.02567 fps:1583 +frame:9.61e+06 wall_t:6069 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:2.503 +2026-01-08 11:34:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.48 total_reward_ma:-7.94 loss:-0.02688 fps:1583 +frame:9.62e+06 wall_t:6076 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:2.484 +2026-01-08 11:34:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.94 loss:-0.02534 fps:1583 +frame:9.63e+06 wall_t:6083 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:2.479 +2026-01-08 11:34:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.94 loss:-0.02584 fps:1583 +frame:9.64e+06 wall_t:6089 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:2.514 +2026-01-08 11:34:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.94 loss:-0.02647 fps:1584 +frame:9.65e+06 wall_t:6094 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:2.482 +2026-01-08 11:34:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-7.94 loss:-0.02656 fps:1583 +frame:9.66e+06 wall_t:6101 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:2.54 +2026-01-08 11:34:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.15 total_reward_ma:-7.94 loss:-0.02649 fps:1583 +frame:9.67e+06 wall_t:6107 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:2.508 +2026-01-08 11:34:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-7.94 loss:-0.02418 fps:1583 +frame:9.68e+06 wall_t:6114 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:2.513 +2026-01-08 11:34:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.21 total_reward_ma:-7.93 loss:-0.02347 fps:1583 +frame:9.69e+06 wall_t:6120 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:2.35 +2026-01-08 11:35:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-7.07 total_reward_ma:-7.93 loss:-0.0246 fps:1583 +frame:9.70e+06 wall_t:6126 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:2.519 +2026-01-08 11:35:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.93 loss:-0.02547 fps:1583 +frame:9.71e+06 wall_t:6133 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:2.561 +2026-01-08 11:35:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-7.92 loss:-0.02455 fps:1583 +frame:9.72e+06 wall_t:6139 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:2.426 +2026-01-08 11:35:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.72 total_reward_ma:-7.92 loss:-0.02436 fps:1583 +frame:9.73e+06 wall_t:6145 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:2.458 +2026-01-08 11:35:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.62 total_reward_ma:-7.91 loss:-0.02422 fps:1583 +frame:9.74e+06 wall_t:6151 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:2.475 +2026-01-08 11:35:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.52 total_reward_ma:-7.90 loss:-0.02455 fps:1584 +frame:9.75e+06 wall_t:6157 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:2.306 +2026-01-08 11:35:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.30 total_reward_ma:-7.89 loss:-0.02336 fps:1583 +frame:9.76e+06 wall_t:6164 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:2.393 +2026-01-08 11:35:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.09 total_reward_ma:-7.88 loss:-0.02326 fps:1583 +frame:9.77e+06 wall_t:6170 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:2.411 +2026-01-08 11:35:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.04 total_reward_ma:-7.86 loss:-0.02438 fps:1584 +frame:9.78e+06 wall_t:6176 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:2.458 +2026-01-08 11:35:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.02 total_reward_ma:-7.84 loss:-0.02244 fps:1584 +frame:9.79e+06 wall_t:6182 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:2.319 +2026-01-08 11:36:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.01 total_reward_ma:-7.83 loss:-0.02416 fps:1583 +frame:9.80e+06 wall_t:6189 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:2.256 +2026-01-08 11:36:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.93 total_reward_ma:-7.81 loss:-0.02311 fps:1584 +frame:9.81e+06 wall_t:6195 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:2.357 +2026-01-08 11:36:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.76 total_reward_ma:-7.79 loss:-0.02449 fps:1584 +frame:9.82e+06 wall_t:6201 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:2.463 +2026-01-08 11:36:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.77 total_reward_ma:-7.77 loss:-0.02292 fps:1584 +frame:9.83e+06 wall_t:6207 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:2.319 +2026-01-08 11:36:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.78 total_reward_ma:-7.75 loss:-0.02298 fps:1584 +frame:9.84e+06 wall_t:6214 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:2.402 +2026-01-08 11:36:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.82 total_reward_ma:-7.73 loss:-0.02391 fps:1584 +frame:9.85e+06 wall_t:6220 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:2.42 +2026-01-08 11:36:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.81 total_reward_ma:-7.71 loss:-0.02368 fps:1584 +frame:9.86e+06 wall_t:6226 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:2.296 +2026-01-08 11:36:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.94 total_reward_ma:-7.70 loss:-0.02216 fps:1584 +frame:9.87e+06 wall_t:6233 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:2.319 +2026-01-08 11:36:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.88 total_reward_ma:-7.69 loss:-0.02215 fps:1584 +frame:9.88e+06 wall_t:6239 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:2.335 +2026-01-08 11:37:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.90 total_reward_ma:-7.67 loss:-0.02315 fps:1584 +frame:9.89e+06 wall_t:6245 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:2.422 +2026-01-08 11:37:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.88 total_reward_ma:-7.66 loss:-0.02216 fps:1584 +frame:9.90e+06 wall_t:6251 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:2.318 +2026-01-08 11:37:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.69 total_reward_ma:-7.64 loss:-0.02236 fps:1584 +frame:9.91e+06 wall_t:6258 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:2.223 +2026-01-08 11:37:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.70 total_reward_ma:-7.63 loss:-0.02205 fps:1584 +frame:9.92e+06 wall_t:6264 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:2.335 +2026-01-08 11:37:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.77 total_reward_ma:-7.62 loss:-0.02371 fps:1584 +frame:9.93e+06 wall_t:6270 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:2.394 +2026-01-08 11:37:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.73 total_reward_ma:-7.60 loss:-0.02181 fps:1584 +frame:9.94e+06 wall_t:6277 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:2.339 +2026-01-08 11:37:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.79 total_reward_ma:-7.59 loss:-0.02312 fps:1584 +frame:9.95e+06 wall_t:6283 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:2.441 +2026-01-08 11:37:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.94 total_reward_ma:-7.58 loss:-0.02255 fps:1583 +frame:9.96e+06 wall_t:6290 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:2.44 +2026-01-08 11:37:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.96 total_reward_ma:-7.57 loss:-0.02328 fps:1584 +frame:9.97e+06 wall_t:6296 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:2.444 +2026-01-08 11:37:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-5.96 total_reward_ma:-7.55 loss:-0.0222 fps:1584 +frame:9.98e+06 wall_t:6302 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:2.318 +2026-01-08 11:38:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.02 total_reward_ma:-7.54 loss:-0.0217 fps:1584 +frame:9.99e+06 wall_t:6308 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:2.371 +2026-01-08 11:38:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_icehockey_t0_s1 [train] +total_reward:-6.01 total_reward_ma:-7.53 loss:-0.02228 fps:1584 +frame:1.00e+07 wall_t:6315 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:2.335 +2026-01-08 11:38:10 | INFO | PID:1629 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s2.log b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..96a8d8ec156768a3b1711fdb5572d70d0a505df5 --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-08 09:52:51 | INFO | PID:1630 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 09:53:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-0.01785 fps:500 +frame:1.00e+04 wall_t:20 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.153 +2026-01-08 09:53:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-0.01572 fps:769.2 +frame:2.00e+04 wall_t:26 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.939 +2026-01-08 09:53:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-0.02423 fps:937.5 +frame:3.00e+04 wall_t:32 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.398 +2026-01-08 09:53:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-0.02644 fps:1000 +frame:4.00e+04 wall_t:40 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.575 +2026-01-08 09:53:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-0.02718 fps:1087 +frame:5.00e+04 wall_t:46 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.613 +2026-01-08 09:53:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-17.40 total_reward_ma:-17.40 loss:-0.02634 fps:1132 +frame:6.00e+04 wall_t:53 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.673 +2026-01-08 09:53:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-17.31 total_reward_ma:-17.36 loss:-0.02572 fps:1186 +frame:7.00e+04 wall_t:59 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.661 +2026-01-08 09:54:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-17.31 total_reward_ma:-17.34 loss:-0.02615 fps:1212 +frame:8.00e+04 wall_t:66 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.688 +2026-01-08 09:54:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-17.31 total_reward_ma:-17.33 loss:-0.03093 fps:1268 +frame:9.00e+04 wall_t:71 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.728 +2026-01-08 09:54:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-17.31 total_reward_ma:-17.33 loss:-0.03062 fps:1282 +frame:1.00e+05 wall_t:78 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.713 +2026-01-08 09:54:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-17.12 total_reward_ma:-17.29 loss:-0.02678 fps:1310 +frame:1.10e+05 wall_t:84 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.656 +2026-01-08 09:54:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-15.97 total_reward_ma:-17.11 loss:-0.02754 fps:1319 +frame:1.20e+05 wall_t:91 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.722 +2026-01-08 09:54:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-15.94 total_reward_ma:-16.96 loss:-0.03104 fps:1340 +frame:1.30e+05 wall_t:97 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.746 +2026-01-08 09:54:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-15.94 total_reward_ma:-16.85 loss:-0.02979 fps:1346 +frame:1.40e+05 wall_t:104 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.761 +2026-01-08 09:54:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-15.94 total_reward_ma:-16.75 loss:-0.02956 fps:1364 +frame:1.50e+05 wall_t:110 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.795 +2026-01-08 09:54:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-15.94 total_reward_ma:-16.68 loss:-0.03065 fps:1368 +frame:1.60e+05 wall_t:117 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.751 +2026-01-08 09:54:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-14.80 total_reward_ma:-16.52 loss:-0.03117 fps:1382 +frame:1.70e+05 wall_t:123 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.794 +2026-01-08 09:55:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-14.35 total_reward_ma:-16.36 loss:-0.03393 fps:1385 +frame:1.80e+05 wall_t:130 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.821 +2026-01-08 09:55:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-14.35 total_reward_ma:-16.21 loss:-0.03279 fps:1387 +frame:1.90e+05 wall_t:137 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.818 +2026-01-08 09:55:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-14.35 total_reward_ma:-16.09 loss:-0.03157 fps:1399 +frame:2.00e+05 wall_t:143 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.825 +2026-01-08 09:55:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-14.35 total_reward_ma:-15.98 loss:-0.03178 fps:1400 +frame:2.10e+05 wall_t:150 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.835 +2026-01-08 09:55:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-13.64 total_reward_ma:-15.84 loss:-0.03348 fps:1401 +frame:2.20e+05 wall_t:157 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.823 +2026-01-08 09:55:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-13.22 total_reward_ma:-15.70 loss:-0.03298 fps:1411 +frame:2.30e+05 wall_t:163 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.819 +2026-01-08 09:55:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-13.22 total_reward_ma:-15.57 loss:-0.03331 fps:1412 +frame:2.40e+05 wall_t:170 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.816 +2026-01-08 09:55:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-13.22 total_reward_ma:-15.45 loss:-0.03141 fps:1420 +frame:2.50e+05 wall_t:176 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.819 +2026-01-08 09:55:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-13.22 total_reward_ma:-15.34 loss:-0.03407 fps:1429 +frame:2.60e+05 wall_t:182 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.811 +2026-01-08 09:56:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-13.22 total_reward_ma:-15.25 loss:-0.03391 fps:1436 +frame:2.70e+05 wall_t:188 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.804 +2026-01-08 09:56:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.71 total_reward_ma:-15.14 loss:-0.03446 fps:1436 +frame:2.80e+05 wall_t:195 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.822 +2026-01-08 09:56:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.64 total_reward_ma:-15.03 loss:-0.0322 fps:1443 +frame:2.90e+05 wall_t:201 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.782 +2026-01-08 09:56:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.64 total_reward_ma:-14.94 loss:-0.03195 fps:1442 +frame:3.00e+05 wall_t:208 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.787 +2026-01-08 09:56:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.64 total_reward_ma:-14.85 loss:-0.03321 fps:1449 +frame:3.10e+05 wall_t:214 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.78 +2026-01-08 09:56:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.64 total_reward_ma:-14.77 loss:-0.03261 fps:1455 +frame:3.20e+05 wall_t:220 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.741 +2026-01-08 09:56:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.98 total_reward_ma:-14.67 loss:-0.03257 fps:1454 +frame:3.30e+05 wall_t:227 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.701 +2026-01-08 09:56:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.00 total_reward_ma:-14.57 loss:-0.03123 fps:1459 +frame:3.40e+05 wall_t:233 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.653 +2026-01-08 09:56:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.00 total_reward_ma:-14.49 loss:-0.03206 fps:1464 +frame:3.50e+05 wall_t:239 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.605 +2026-01-08 09:57:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.00 total_reward_ma:-14.41 loss:-0.03287 fps:1469 +frame:3.60e+05 wall_t:245 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.607 +2026-01-08 09:57:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.00 total_reward_ma:-14.33 loss:-0.03105 fps:1468 +frame:3.70e+05 wall_t:252 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.601 +2026-01-08 09:57:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.39 total_reward_ma:-14.24 loss:-0.02891 fps:1467 +frame:3.80e+05 wall_t:259 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.533 +2026-01-08 09:57:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.17 total_reward_ma:-14.15 loss:-0.02981 fps:1472 +frame:3.90e+05 wall_t:265 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.577 +2026-01-08 09:57:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.96 total_reward_ma:-14.06 loss:-0.03231 fps:1471 +frame:4.00e+05 wall_t:272 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.626 +2026-01-08 09:57:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.96 total_reward_ma:-13.98 loss:-0.02951 fps:1475 +frame:4.10e+05 wall_t:278 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.632 +2026-01-08 09:57:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.96 total_reward_ma:-13.89 loss:-0.03038 fps:1479 +frame:4.20e+05 wall_t:284 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.629 +2026-01-08 09:57:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.50 total_reward_ma:-13.81 loss:-0.0321 fps:1483 +frame:4.30e+05 wall_t:290 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.602 +2026-01-08 09:57:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-13.71 loss:-0.03145 fps:1481 +frame:4.40e+05 wall_t:297 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.652 +2026-01-08 09:57:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-13.61 loss:-0.03118 fps:1485 +frame:4.50e+05 wall_t:303 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.637 +2026-01-08 09:58:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-13.52 loss:-0.03309 fps:1484 +frame:4.60e+05 wall_t:310 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.59 +2026-01-08 09:58:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-13.44 loss:-0.0323 fps:1487 +frame:4.70e+05 wall_t:316 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.601 +2026-01-08 09:58:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-13.35 loss:-0.03374 fps:1486 +frame:4.80e+05 wall_t:323 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.611 +2026-01-08 09:58:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-13.26 loss:-0.03022 fps:1485 +frame:4.90e+05 wall_t:330 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.59 +2026-01-08 09:58:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-13.18 loss:-0.03092 fps:1488 +frame:5.00e+05 wall_t:336 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.565 +2026-01-08 09:58:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-13.09 loss:-0.0284 fps:1487 +frame:5.10e+05 wall_t:343 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.51 +2026-01-08 09:58:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-13.02 loss:-0.03148 fps:1490 +frame:5.20e+05 wall_t:349 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.498 +2026-01-08 09:58:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-12.94 loss:-0.03311 fps:1493 +frame:5.30e+05 wall_t:355 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.506 +2026-01-08 09:58:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-12.86 loss:-0.03198 fps:1492 +frame:5.40e+05 wall_t:362 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.564 +2026-01-08 09:59:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.14 total_reward_ma:-12.79 loss:-0.03173 fps:1495 +frame:5.50e+05 wall_t:368 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.538 +2026-01-08 09:59:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.14 total_reward_ma:-12.72 loss:-0.02827 fps:1493 +frame:5.60e+05 wall_t:375 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.511 +2026-01-08 09:59:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.14 total_reward_ma:-12.65 loss:-0.03287 fps:1496 +frame:5.70e+05 wall_t:381 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.498 +2026-01-08 09:59:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-12.58 loss:-0.03098 fps:1495 +frame:5.80e+05 wall_t:388 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.559 +2026-01-08 09:59:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-12.52 loss:-0.03348 fps:1497 +frame:5.90e+05 wall_t:394 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.562 +2026-01-08 09:59:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-12.47 loss:-0.0316 fps:1500 +frame:6.00e+05 wall_t:400 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.58 +2026-01-08 09:59:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-12.42 loss:-0.03246 fps:1499 +frame:6.10e+05 wall_t:407 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.653 +2026-01-08 09:59:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-12.37 loss:-0.03394 fps:1501 +frame:6.20e+05 wall_t:413 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.601 +2026-01-08 09:59:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-12.32 loss:-0.02988 fps:1504 +frame:6.30e+05 wall_t:419 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.615 +2026-01-08 10:00:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-12.27 loss:-0.03374 fps:1502 +frame:6.40e+05 wall_t:426 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.633 +2026-01-08 10:00:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-12.23 loss:-0.02915 fps:1501 +frame:6.50e+05 wall_t:433 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.591 +2026-01-08 10:00:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-12.19 loss:-0.03072 fps:1503 +frame:6.60e+05 wall_t:439 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.587 +2026-01-08 10:00:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-12.16 loss:-0.03117 fps:1502 +frame:6.70e+05 wall_t:446 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.565 +2026-01-08 10:00:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-12.12 loss:-0.03127 fps:1504 +frame:6.80e+05 wall_t:452 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.639 +2026-01-08 10:00:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.03 total_reward_ma:-12.09 loss:-0.03278 fps:1507 +frame:6.90e+05 wall_t:458 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.519 +2026-01-08 10:00:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-12.06 loss:-0.03109 fps:1505 +frame:7.00e+05 wall_t:465 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.518 +2026-01-08 10:00:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.36 total_reward_ma:-12.03 loss:-0.03149 fps:1507 +frame:7.10e+05 wall_t:471 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.535 +2026-01-08 10:00:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.32 total_reward_ma:-12.01 loss:-0.03035 fps:1506 +frame:7.20e+05 wall_t:478 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.503 +2026-01-08 10:00:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.32 total_reward_ma:-11.98 loss:-0.03163 fps:1508 +frame:7.30e+05 wall_t:484 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.602 +2026-01-08 10:01:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.32 total_reward_ma:-11.96 loss:-0.03329 fps:1510 +frame:7.40e+05 wall_t:490 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.559 +2026-01-08 10:01:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.46 total_reward_ma:-11.94 loss:-0.0296 fps:1509 +frame:7.50e+05 wall_t:497 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.495 +2026-01-08 10:01:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.71 total_reward_ma:-11.92 loss:-0.03382 fps:1511 +frame:7.60e+05 wall_t:503 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.639 +2026-01-08 10:01:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.77 total_reward_ma:-11.90 loss:-0.03245 fps:1513 +frame:7.70e+05 wall_t:509 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.611 +2026-01-08 10:01:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.77 total_reward_ma:-11.89 loss:-0.0333 fps:1512 +frame:7.80e+05 wall_t:516 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.667 +2026-01-08 10:01:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.76 total_reward_ma:-11.87 loss:-0.03288 fps:1511 +frame:7.90e+05 wall_t:523 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.591 +2026-01-08 10:01:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.94 total_reward_ma:-11.86 loss:-0.03266 fps:1509 +frame:8.00e+05 wall_t:530 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.664 +2026-01-08 10:01:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.08 total_reward_ma:-11.85 loss:-0.03375 fps:1511 +frame:8.10e+05 wall_t:536 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.606 +2026-01-08 10:01:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.17 total_reward_ma:-11.84 loss:-0.03196 fps:1510 +frame:8.20e+05 wall_t:543 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.668 +2026-01-08 10:02:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.17 total_reward_ma:-11.83 loss:-0.03138 fps:1509 +frame:8.30e+05 wall_t:550 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.689 +2026-01-08 10:02:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.17 total_reward_ma:-11.82 loss:-0.0321 fps:1511 +frame:8.40e+05 wall_t:556 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.662 +2026-01-08 10:02:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.16 total_reward_ma:-11.82 loss:-0.03188 fps:1512 +frame:8.50e+05 wall_t:562 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.621 +2026-01-08 10:02:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.55 total_reward_ma:-11.81 loss:-0.03321 fps:1511 +frame:8.60e+05 wall_t:569 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.562 +2026-01-08 10:02:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.02 total_reward_ma:-11.81 loss:-0.03457 fps:1510 +frame:8.70e+05 wall_t:576 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.668 +2026-01-08 10:02:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.03 total_reward_ma:-11.82 loss:-0.03516 fps:1512 +frame:8.80e+05 wall_t:582 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.644 +2026-01-08 10:02:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.03 total_reward_ma:-11.82 loss:-0.03572 fps:1511 +frame:8.90e+05 wall_t:589 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.733 +2026-01-08 10:02:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.11 total_reward_ma:-11.82 loss:-0.03422 fps:1513 +frame:9.00e+05 wall_t:595 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.744 +2026-01-08 10:02:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-12.00 total_reward_ma:-11.83 loss:-0.03543 fps:1512 +frame:9.10e+05 wall_t:602 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.698 +2026-01-08 10:03:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.89 total_reward_ma:-11.83 loss:-0.03377 fps:1511 +frame:9.20e+05 wall_t:609 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.608 +2026-01-08 10:03:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.80 total_reward_ma:-11.83 loss:-0.03559 fps:1510 +frame:9.30e+05 wall_t:616 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.734 +2026-01-08 10:03:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.80 total_reward_ma:-11.83 loss:-0.03444 fps:1514 +frame:9.40e+05 wall_t:621 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.694 +2026-01-08 10:03:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.78 total_reward_ma:-11.82 loss:-0.0336 fps:1513 +frame:9.50e+05 wall_t:628 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.697 +2026-01-08 10:03:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.65 total_reward_ma:-11.82 loss:-0.03262 fps:1512 +frame:9.60e+05 wall_t:635 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.606 +2026-01-08 10:03:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.83 total_reward_ma:-11.82 loss:-0.03201 fps:1511 +frame:9.70e+05 wall_t:642 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.555 +2026-01-08 10:03:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.73 total_reward_ma:-11.82 loss:-0.03343 fps:1512 +frame:9.80e+05 wall_t:648 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.567 +2026-01-08 10:03:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.73 total_reward_ma:-11.82 loss:-0.03288 fps:1511 +frame:9.90e+05 wall_t:655 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.606 +2026-01-08 10:03:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.73 total_reward_ma:-11.82 loss:-0.03255 fps:1511 +frame:1.00e+06 wall_t:662 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.577 +2026-01-08 10:04:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.63 total_reward_ma:-11.82 loss:-0.03457 fps:1512 +frame:1.01e+06 wall_t:668 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.626 +2026-01-08 10:04:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.56 total_reward_ma:-11.82 loss:-0.03106 fps:1511 +frame:1.02e+06 wall_t:675 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.631 +2026-01-08 10:04:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.79 total_reward_ma:-11.82 loss:-0.03183 fps:1512 +frame:1.03e+06 wall_t:681 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.528 +2026-01-08 10:04:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.83 total_reward_ma:-11.82 loss:-0.03414 fps:1512 +frame:1.04e+06 wall_t:688 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.621 +2026-01-08 10:04:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.83 total_reward_ma:-11.82 loss:-0.03516 fps:1513 +frame:1.05e+06 wall_t:694 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.633 +2026-01-08 10:04:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.73 total_reward_ma:-11.76 loss:-0.03087 fps:1512 +frame:1.06e+06 wall_t:701 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.627 +2026-01-08 10:04:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.68 total_reward_ma:-11.70 loss:-0.03253 fps:1513 +frame:1.07e+06 wall_t:707 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.54 +2026-01-08 10:04:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.79 total_reward_ma:-11.65 loss:-0.03358 fps:1513 +frame:1.08e+06 wall_t:714 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.619 +2026-01-08 10:04:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.75 total_reward_ma:-11.59 loss:-0.03398 fps:1514 +frame:1.09e+06 wall_t:720 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.578 +2026-01-08 10:05:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.75 total_reward_ma:-11.54 loss:-0.03447 fps:1513 +frame:1.10e+06 wall_t:727 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.6 +2026-01-08 10:05:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.63 total_reward_ma:-11.48 loss:-0.03472 fps:1514 +frame:1.11e+06 wall_t:733 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.628 +2026-01-08 10:05:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.56 total_reward_ma:-11.44 loss:-0.03421 fps:1516 +frame:1.12e+06 wall_t:739 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.54 +2026-01-08 10:05:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.58 total_reward_ma:-11.39 loss:-0.03306 fps:1515 +frame:1.13e+06 wall_t:746 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.483 +2026-01-08 10:05:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.56 total_reward_ma:-11.35 loss:-0.03276 fps:1514 +frame:1.14e+06 wall_t:753 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.523 +2026-01-08 10:05:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.69 total_reward_ma:-11.31 loss:-0.03418 fps:1515 +frame:1.15e+06 wall_t:759 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.525 +2026-01-08 10:05:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.71 total_reward_ma:-11.26 loss:-0.03452 fps:1514 +frame:1.16e+06 wall_t:766 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.477 +2026-01-08 10:05:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.61 total_reward_ma:-11.23 loss:-0.03424 fps:1514 +frame:1.17e+06 wall_t:773 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.494 +2026-01-08 10:05:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.61 total_reward_ma:-11.21 loss:-0.03259 fps:1515 +frame:1.18e+06 wall_t:779 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.549 +2026-01-08 10:06:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.65 total_reward_ma:-11.18 loss:-0.03291 fps:1514 +frame:1.19e+06 wall_t:786 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.509 +2026-01-08 10:06:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.54 total_reward_ma:-11.15 loss:-0.03338 fps:1515 +frame:1.20e+06 wall_t:792 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.502 +2026-01-08 10:06:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.54 total_reward_ma:-11.12 loss:-0.03348 fps:1516 +frame:1.21e+06 wall_t:798 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.549 +2026-01-08 10:06:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.56 total_reward_ma:-11.10 loss:-0.03371 fps:1516 +frame:1.22e+06 wall_t:805 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.466 +2026-01-08 10:06:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.35 total_reward_ma:-11.08 loss:-0.03011 fps:1515 +frame:1.23e+06 wall_t:812 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.459 +2026-01-08 10:06:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.40 total_reward_ma:-11.06 loss:-0.03238 fps:1516 +frame:1.24e+06 wall_t:818 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.442 +2026-01-08 10:06:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.47 total_reward_ma:-11.05 loss:-0.03215 fps:1515 +frame:1.25e+06 wall_t:825 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.449 +2026-01-08 10:06:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.48 total_reward_ma:-11.03 loss:-0.03041 fps:1514 +frame:1.26e+06 wall_t:832 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.314 +2026-01-08 10:06:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.53 total_reward_ma:-11.01 loss:-0.0311 fps:1516 +frame:1.27e+06 wall_t:838 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.381 +2026-01-08 10:06:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.44 total_reward_ma:-11.00 loss:-0.03174 fps:1515 +frame:1.28e+06 wall_t:845 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.333 +2026-01-08 10:07:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.54 total_reward_ma:-10.99 loss:-0.03271 fps:1516 +frame:1.29e+06 wall_t:851 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.341 +2026-01-08 10:07:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.47 total_reward_ma:-10.98 loss:-0.03286 fps:1515 +frame:1.30e+06 wall_t:858 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.418 +2026-01-08 10:07:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.56 total_reward_ma:-10.97 loss:-0.02872 fps:1516 +frame:1.31e+06 wall_t:864 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.303 +2026-01-08 10:07:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.53 total_reward_ma:-10.96 loss:-0.03135 fps:1515 +frame:1.32e+06 wall_t:871 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.411 +2026-01-08 10:07:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.52 total_reward_ma:-10.95 loss:-0.02924 fps:1515 +frame:1.33e+06 wall_t:878 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.392 +2026-01-08 10:07:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.52 total_reward_ma:-10.95 loss:-0.03415 fps:1516 +frame:1.34e+06 wall_t:884 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.454 +2026-01-08 10:07:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.61 total_reward_ma:-10.94 loss:-0.0304 fps:1515 +frame:1.35e+06 wall_t:891 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.412 +2026-01-08 10:07:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.52 total_reward_ma:-10.94 loss:-0.03375 fps:1516 +frame:1.36e+06 wall_t:897 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.501 +2026-01-08 10:07:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.56 total_reward_ma:-10.93 loss:-0.03517 fps:1517 +frame:1.37e+06 wall_t:903 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.501 +2026-01-08 10:08:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.54 total_reward_ma:-10.93 loss:-0.03286 fps:1516 +frame:1.38e+06 wall_t:910 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.539 +2026-01-08 10:08:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.43 total_reward_ma:-10.94 loss:-0.03359 fps:1517 +frame:1.39e+06 wall_t:916 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.496 +2026-01-08 10:08:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.46 total_reward_ma:-10.94 loss:-0.03325 fps:1518 +frame:1.40e+06 wall_t:922 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.539 +2026-01-08 10:08:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.48 total_reward_ma:-10.95 loss:-0.03257 fps:1518 +frame:1.41e+06 wall_t:929 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.543 +2026-01-08 10:08:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.62 total_reward_ma:-10.95 loss:-0.03448 fps:1519 +frame:1.42e+06 wall_t:935 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.537 +2026-01-08 10:08:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.62 total_reward_ma:-10.97 loss:-0.03537 fps:1520 +frame:1.43e+06 wall_t:941 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.509 +2026-01-08 10:08:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.59 total_reward_ma:-10.98 loss:-0.03482 fps:1519 +frame:1.44e+06 wall_t:948 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.555 +2026-01-08 10:08:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.63 total_reward_ma:-11.00 loss:-0.03255 fps:1520 +frame:1.45e+06 wall_t:954 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.565 +2026-01-08 10:08:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.64 total_reward_ma:-11.02 loss:-0.03392 fps:1521 +frame:1.46e+06 wall_t:960 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.513 +2026-01-08 10:09:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.63 total_reward_ma:-11.03 loss:-0.03634 fps:1520 +frame:1.47e+06 wall_t:967 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.516 +2026-01-08 10:09:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.57 total_reward_ma:-11.05 loss:-0.03542 fps:1521 +frame:1.48e+06 wall_t:973 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.567 +2026-01-08 10:09:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.42 total_reward_ma:-11.07 loss:-0.03394 fps:1522 +frame:1.49e+06 wall_t:979 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.52 +2026-01-08 10:09:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.39 total_reward_ma:-11.09 loss:-0.03585 fps:1521 +frame:1.50e+06 wall_t:986 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.561 +2026-01-08 10:09:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.23 total_reward_ma:-11.11 loss:-0.03273 fps:1521 +frame:1.51e+06 wall_t:993 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.538 +2026-01-08 10:09:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.27 total_reward_ma:-11.13 loss:-0.0321 fps:1522 +frame:1.52e+06 wall_t:999 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.507 +2026-01-08 10:09:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.34 total_reward_ma:-11.15 loss:-0.03328 fps:1522 +frame:1.53e+06 wall_t:1005 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.456 +2026-01-08 10:09:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.28 total_reward_ma:-11.17 loss:-0.03571 fps:1523 +frame:1.54e+06 wall_t:1011 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.519 +2026-01-08 10:09:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.31 total_reward_ma:-11.19 loss:-0.03462 fps:1523 +frame:1.55e+06 wall_t:1018 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.443 +2026-01-08 10:09:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.27 total_reward_ma:-11.21 loss:-0.03212 fps:1523 +frame:1.56e+06 wall_t:1024 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.277 +2026-01-08 10:10:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.30 total_reward_ma:-11.23 loss:-0.03483 fps:1523 +frame:1.57e+06 wall_t:1031 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.451 +2026-01-08 10:10:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.23 total_reward_ma:-11.25 loss:-0.0349 fps:1524 +frame:1.58e+06 wall_t:1037 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.504 +2026-01-08 10:10:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.22 total_reward_ma:-11.27 loss:-0.03039 fps:1523 +frame:1.59e+06 wall_t:1044 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.371 +2026-01-08 10:10:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.23 total_reward_ma:-11.29 loss:-0.03488 fps:1524 +frame:1.60e+06 wall_t:1050 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.452 +2026-01-08 10:10:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.28 total_reward_ma:-11.31 loss:-0.03238 fps:1523 +frame:1.61e+06 wall_t:1057 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.349 +2026-01-08 10:10:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.19 total_reward_ma:-11.32 loss:-0.03646 fps:1524 +frame:1.62e+06 wall_t:1063 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.517 +2026-01-08 10:10:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.14 total_reward_ma:-11.34 loss:-0.0358 fps:1525 +frame:1.63e+06 wall_t:1069 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.511 +2026-01-08 10:10:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.22 total_reward_ma:-11.36 loss:-0.03267 fps:1526 +frame:1.64e+06 wall_t:1075 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.432 +2026-01-08 10:10:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.19 total_reward_ma:-11.37 loss:-0.03431 fps:1525 +frame:1.65e+06 wall_t:1082 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.451 +2026-01-08 10:11:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.05 total_reward_ma:-11.38 loss:-0.03454 fps:1526 +frame:1.66e+06 wall_t:1088 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.477 +2026-01-08 10:11:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.26 total_reward_ma:-11.39 loss:-0.03479 fps:1525 +frame:1.67e+06 wall_t:1095 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.415 +2026-01-08 10:11:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.33 total_reward_ma:-11.41 loss:-0.03414 fps:1525 +frame:1.68e+06 wall_t:1102 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.409 +2026-01-08 10:11:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.33 total_reward_ma:-11.42 loss:-0.03415 fps:1525 +frame:1.69e+06 wall_t:1108 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.452 +2026-01-08 10:11:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.35 total_reward_ma:-11.43 loss:-0.03686 fps:1525 +frame:1.70e+06 wall_t:1115 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.49 +2026-01-08 10:11:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.22 total_reward_ma:-11.44 loss:-0.03538 fps:1525 +frame:1.71e+06 wall_t:1121 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.402 +2026-01-08 10:11:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.27 total_reward_ma:-11.45 loss:-0.03046 fps:1525 +frame:1.72e+06 wall_t:1128 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.463 +2026-01-08 10:11:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.23 total_reward_ma:-11.46 loss:-0.033 fps:1526 +frame:1.73e+06 wall_t:1134 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.491 +2026-01-08 10:11:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.09 total_reward_ma:-11.47 loss:-0.0345 fps:1525 +frame:1.74e+06 wall_t:1141 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.431 +2026-01-08 10:12:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.00 total_reward_ma:-11.47 loss:-0.03435 fps:1526 +frame:1.75e+06 wall_t:1147 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.447 +2026-01-08 10:12:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.98 total_reward_ma:-11.48 loss:-0.03591 fps:1525 +frame:1.76e+06 wall_t:1154 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.357 +2026-01-08 10:12:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.83 total_reward_ma:-11.48 loss:-0.03451 fps:1526 +frame:1.77e+06 wall_t:1160 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.417 +2026-01-08 10:12:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.74 total_reward_ma:-11.48 loss:-0.03382 fps:1525 +frame:1.78e+06 wall_t:1167 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.484 +2026-01-08 10:12:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.83 total_reward_ma:-11.48 loss:-0.03553 fps:1526 +frame:1.79e+06 wall_t:1173 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.472 +2026-01-08 10:12:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.87 total_reward_ma:-11.48 loss:-0.03354 fps:1527 +frame:1.80e+06 wall_t:1179 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.519 +2026-01-08 10:12:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.85 total_reward_ma:-11.47 loss:-0.03486 fps:1527 +frame:1.81e+06 wall_t:1185 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.492 +2026-01-08 10:12:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.87 total_reward_ma:-11.47 loss:-0.03302 fps:1527 +frame:1.82e+06 wall_t:1192 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.49 +2026-01-08 10:12:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.83 total_reward_ma:-11.47 loss:-0.03419 fps:1526 +frame:1.83e+06 wall_t:1199 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.427 +2026-01-08 10:13:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.92 total_reward_ma:-11.46 loss:-0.03684 fps:1527 +frame:1.84e+06 wall_t:1205 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.437 +2026-01-08 10:13:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.86 total_reward_ma:-11.46 loss:-0.03436 fps:1526 +frame:1.85e+06 wall_t:1212 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.418 +2026-01-08 10:13:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.86 total_reward_ma:-11.45 loss:-0.0339 fps:1527 +frame:1.86e+06 wall_t:1218 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.25 +2026-01-08 10:13:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.77 total_reward_ma:-11.44 loss:-0.03303 fps:1528 +frame:1.87e+06 wall_t:1224 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.373 +2026-01-08 10:13:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.78 total_reward_ma:-11.43 loss:-0.03445 fps:1528 +frame:1.88e+06 wall_t:1230 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.394 +2026-01-08 10:13:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.86 total_reward_ma:-11.42 loss:-0.03049 fps:1528 +frame:1.89e+06 wall_t:1237 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.343 +2026-01-08 10:13:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.04 total_reward_ma:-11.41 loss:-0.03336 fps:1529 +frame:1.90e+06 wall_t:1243 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.42 +2026-01-08 10:13:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.09 total_reward_ma:-11.40 loss:-0.03371 fps:1529 +frame:1.91e+06 wall_t:1249 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.332 +2026-01-08 10:13:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.12 total_reward_ma:-11.39 loss:-0.03164 fps:1529 +frame:1.92e+06 wall_t:1256 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.457 +2026-01-08 10:13:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.15 total_reward_ma:-11.38 loss:-0.03215 fps:1529 +frame:1.93e+06 wall_t:1262 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.384 +2026-01-08 10:14:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.03 total_reward_ma:-11.38 loss:-0.03343 fps:1529 +frame:1.94e+06 wall_t:1269 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.313 +2026-01-08 10:14:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.06 total_reward_ma:-11.37 loss:-0.0349 fps:1529 +frame:1.95e+06 wall_t:1275 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.35 +2026-01-08 10:14:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.22 total_reward_ma:-11.37 loss:-0.03445 fps:1529 +frame:1.96e+06 wall_t:1282 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.257 +2026-01-08 10:14:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.18 total_reward_ma:-11.36 loss:-0.0315 fps:1530 +frame:1.97e+06 wall_t:1288 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.279 +2026-01-08 10:14:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.25 total_reward_ma:-11.35 loss:-0.03068 fps:1529 +frame:1.98e+06 wall_t:1295 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.278 +2026-01-08 10:14:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.31 total_reward_ma:-11.35 loss:-0.03289 fps:1528 +frame:1.99e+06 wall_t:1302 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.243 +2026-01-08 10:14:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.25 total_reward_ma:-11.34 loss:-0.03239 fps:1529 +frame:2.00e+06 wall_t:1308 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.281 +2026-01-08 10:14:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.10 total_reward_ma:-11.34 loss:-0.03126 fps:1529 +frame:2.01e+06 wall_t:1315 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.238 +2026-01-08 10:14:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-11.04 total_reward_ma:-11.33 loss:-0.02775 fps:1528 +frame:2.02e+06 wall_t:1322 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.191 +2026-01-08 10:15:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.99 total_reward_ma:-11.33 loss:-0.03106 fps:1529 +frame:2.03e+06 wall_t:1328 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.222 +2026-01-08 10:15:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.97 total_reward_ma:-11.32 loss:-0.02972 fps:1528 +frame:2.04e+06 wall_t:1335 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.208 +2026-01-08 10:15:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.90 total_reward_ma:-11.31 loss:-0.03342 fps:1529 +frame:2.05e+06 wall_t:1341 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.327 +2026-01-08 10:15:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.98 total_reward_ma:-11.30 loss:-0.03327 fps:1528 +frame:2.06e+06 wall_t:1348 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.256 +2026-01-08 10:15:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.97 total_reward_ma:-11.29 loss:-0.03189 fps:1529 +frame:2.07e+06 wall_t:1354 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.333 +2026-01-08 10:15:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.94 total_reward_ma:-11.29 loss:-0.03593 fps:1528 +frame:2.08e+06 wall_t:1361 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.355 +2026-01-08 10:15:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.86 total_reward_ma:-11.28 loss:-0.03298 fps:1529 +frame:2.09e+06 wall_t:1367 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.308 +2026-01-08 10:15:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.78 total_reward_ma:-11.27 loss:-0.03375 fps:1528 +frame:2.10e+06 wall_t:1374 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.379 +2026-01-08 10:15:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.64 total_reward_ma:-11.26 loss:-0.034 fps:1529 +frame:2.11e+06 wall_t:1380 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:2.27 +2026-01-08 10:16:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.61 total_reward_ma:-11.25 loss:-0.03045 fps:1528 +frame:2.12e+06 wall_t:1387 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.342 +2026-01-08 10:16:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.66 total_reward_ma:-11.24 loss:-0.03508 fps:1528 +frame:2.13e+06 wall_t:1394 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.409 +2026-01-08 10:16:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.53 total_reward_ma:-11.23 loss:-0.032 fps:1529 +frame:2.14e+06 wall_t:1400 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:2.39 +2026-01-08 10:16:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.44 total_reward_ma:-11.22 loss:-0.02846 fps:1529 +frame:2.15e+06 wall_t:1406 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.271 +2026-01-08 10:16:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.36 total_reward_ma:-11.20 loss:-0.03331 fps:1529 +frame:2.16e+06 wall_t:1413 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.32 +2026-01-08 10:16:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.35 total_reward_ma:-11.19 loss:-0.03262 fps:1528 +frame:2.17e+06 wall_t:1420 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.392 +2026-01-08 10:16:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.34 total_reward_ma:-11.18 loss:-0.03334 fps:1529 +frame:2.18e+06 wall_t:1426 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:2.44 +2026-01-08 10:16:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.31 total_reward_ma:-11.16 loss:-0.03125 fps:1528 +frame:2.19e+06 wall_t:1433 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:2.365 +2026-01-08 10:16:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.26 total_reward_ma:-11.15 loss:-0.03255 fps:1529 +frame:2.20e+06 wall_t:1439 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.311 +2026-01-08 10:17:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.23 total_reward_ma:-11.14 loss:-0.03399 fps:1528 +frame:2.21e+06 wall_t:1446 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:2.505 +2026-01-08 10:17:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.18 total_reward_ma:-11.12 loss:-0.03589 fps:1529 +frame:2.22e+06 wall_t:1452 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:2.474 +2026-01-08 10:17:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.06 total_reward_ma:-11.11 loss:-0.0309 fps:1529 +frame:2.23e+06 wall_t:1458 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.436 +2026-01-08 10:17:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.02 total_reward_ma:-11.10 loss:-0.03364 fps:1530 +frame:2.24e+06 wall_t:1464 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:2.533 +2026-01-08 10:17:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-11.08 loss:-0.03844 fps:1530 +frame:2.25e+06 wall_t:1471 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:2.519 +2026-01-08 10:17:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-11.06 loss:-0.03688 fps:1530 +frame:2.26e+06 wall_t:1477 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:2.476 +2026-01-08 10:17:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-11.05 loss:-0.03673 fps:1530 +frame:2.27e+06 wall_t:1484 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2.449 +2026-01-08 10:17:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-11.03 loss:-0.03441 fps:1530 +frame:2.28e+06 wall_t:1490 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.408 +2026-01-08 10:17:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-11.01 loss:-0.03456 fps:1530 +frame:2.29e+06 wall_t:1497 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:2.367 +2026-01-08 10:17:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-11.00 loss:-0.03183 fps:1529 +frame:2.30e+06 wall_t:1504 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.327 +2026-01-08 10:18:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-10.98 loss:-0.03356 fps:1531 +frame:2.31e+06 wall_t:1509 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:2.394 +2026-01-08 10:18:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-10.96 loss:-0.03504 fps:1530 +frame:2.32e+06 wall_t:1516 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:2.369 +2026-01-08 10:18:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.63 total_reward_ma:-10.94 loss:-0.03058 fps:1530 +frame:2.33e+06 wall_t:1523 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:2.146 +2026-01-08 10:18:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-10.92 loss:-0.03337 fps:1530 +frame:2.34e+06 wall_t:1529 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:2.273 +2026-01-08 10:18:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-10.90 loss:-0.03206 fps:1531 +frame:2.35e+06 wall_t:1535 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:2.297 +2026-01-08 10:18:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-10.88 loss:-0.034 fps:1530 +frame:2.36e+06 wall_t:1542 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:2.293 +2026-01-08 10:18:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-10.86 loss:-0.02977 fps:1530 +frame:2.37e+06 wall_t:1549 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:2.124 +2026-01-08 10:18:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.62 total_reward_ma:-10.85 loss:-0.03094 fps:1531 +frame:2.38e+06 wall_t:1555 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:2.097 +2026-01-08 10:18:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-10.83 loss:-0.03086 fps:1531 +frame:2.39e+06 wall_t:1561 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:2.158 +2026-01-08 10:19:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-10.81 loss:-0.02649 fps:1532 +frame:2.40e+06 wall_t:1567 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.983 +2026-01-08 10:19:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-10.79 loss:-0.03139 fps:1531 +frame:2.41e+06 wall_t:1574 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:2.141 +2026-01-08 10:19:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-10.78 loss:-0.02962 fps:1531 +frame:2.42e+06 wall_t:1581 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.943 +2026-01-08 10:19:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-10.76 loss:-0.03053 fps:1531 +frame:2.43e+06 wall_t:1587 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.999 +2026-01-08 10:19:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.08 total_reward_ma:-10.74 loss:-0.03065 fps:1532 +frame:2.44e+06 wall_t:1593 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:2.107 +2026-01-08 10:19:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.23 total_reward_ma:-10.73 loss:-0.03198 fps:1531 +frame:2.45e+06 wall_t:1600 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:2.215 +2026-01-08 10:19:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.07 total_reward_ma:-10.71 loss:-0.03144 fps:1531 +frame:2.46e+06 wall_t:1607 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:2.093 +2026-01-08 10:19:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.22 total_reward_ma:-10.70 loss:-0.03213 fps:1531 +frame:2.47e+06 wall_t:1613 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:2.241 +2026-01-08 10:19:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.17 total_reward_ma:-10.69 loss:-0.03284 fps:1532 +frame:2.48e+06 wall_t:1619 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:2.274 +2026-01-08 10:20:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.20 total_reward_ma:-10.67 loss:-0.03257 fps:1532 +frame:2.49e+06 wall_t:1625 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:2.19 +2026-01-08 10:20:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.16 total_reward_ma:-10.66 loss:-0.03356 fps:1532 +frame:2.50e+06 wall_t:1632 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:2.176 +2026-01-08 10:20:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.19 total_reward_ma:-10.65 loss:-0.02847 fps:1532 +frame:2.51e+06 wall_t:1638 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:2.084 +2026-01-08 10:20:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.30 total_reward_ma:-10.64 loss:-0.02754 fps:1532 +frame:2.52e+06 wall_t:1645 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:2.006 +2026-01-08 10:20:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.27 total_reward_ma:-10.63 loss:-0.02811 fps:1532 +frame:2.53e+06 wall_t:1651 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:2.243 +2026-01-08 10:20:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.02 total_reward_ma:-10.62 loss:-0.03051 fps:1532 +frame:2.54e+06 wall_t:1658 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:2.079 +2026-01-08 10:20:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.02 total_reward_ma:-10.60 loss:-0.02981 fps:1532 +frame:2.55e+06 wall_t:1664 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.993 +2026-01-08 10:20:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.10 total_reward_ma:-10.59 loss:-0.02635 fps:1532 +frame:2.56e+06 wall_t:1671 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.918 +2026-01-08 10:20:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-10.09 total_reward_ma:-10.58 loss:-0.0303 fps:1532 +frame:2.57e+06 wall_t:1677 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:2.107 +2026-01-08 10:20:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-10.57 loss:-0.0285 fps:1533 +frame:2.58e+06 wall_t:1683 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:2.158 +2026-01-08 10:21:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-10.55 loss:-0.03342 fps:1533 +frame:2.59e+06 wall_t:1689 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:2.237 +2026-01-08 10:21:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-10.54 loss:-0.02995 fps:1533 +frame:2.60e+06 wall_t:1696 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:2.255 +2026-01-08 10:21:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-10.53 loss:-0.03041 fps:1533 +frame:2.61e+06 wall_t:1702 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:2.183 +2026-01-08 10:21:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-10.51 loss:-0.02983 fps:1533 +frame:2.62e+06 wall_t:1709 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.933 +2026-01-08 10:21:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-10.50 loss:-0.03196 fps:1534 +frame:2.63e+06 wall_t:1715 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.998 +2026-01-08 10:21:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-10.48 loss:-0.03023 fps:1534 +frame:2.64e+06 wall_t:1721 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:2.167 +2026-01-08 10:21:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-10.46 loss:-0.02857 fps:1534 +frame:2.65e+06 wall_t:1727 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:2.009 +2026-01-08 10:21:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-10.45 loss:-0.03021 fps:1534 +frame:2.66e+06 wall_t:1734 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:2.046 +2026-01-08 10:21:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-10.43 loss:-0.03148 fps:1534 +frame:2.67e+06 wall_t:1740 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:2.112 +2026-01-08 10:22:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-10.41 loss:-0.03225 fps:1534 +frame:2.68e+06 wall_t:1747 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:2.059 +2026-01-08 10:22:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-10.39 loss:-0.03322 fps:1534 +frame:2.69e+06 wall_t:1754 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:2.192 +2026-01-08 10:22:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-10.38 loss:-0.03136 fps:1533 +frame:2.70e+06 wall_t:1761 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:2.132 +2026-01-08 10:22:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-10.36 loss:-0.03335 fps:1534 +frame:2.71e+06 wall_t:1767 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:2.219 +2026-01-08 10:22:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-10.34 loss:-0.03146 fps:1534 +frame:2.72e+06 wall_t:1773 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:2.116 +2026-01-08 10:22:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-10.32 loss:-0.02868 fps:1534 +frame:2.73e+06 wall_t:1780 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.963 +2026-01-08 10:22:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-10.31 loss:-0.02753 fps:1534 +frame:2.74e+06 wall_t:1786 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.957 +2026-01-08 10:22:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.42 total_reward_ma:-10.29 loss:-0.02545 fps:1534 +frame:2.75e+06 wall_t:1793 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.691 +2026-01-08 10:22:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-10.27 loss:-0.02552 fps:1534 +frame:2.76e+06 wall_t:1799 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.854 +2026-01-08 10:23:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-10.26 loss:-0.02874 fps:1534 +frame:2.77e+06 wall_t:1806 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.988 +2026-01-08 10:23:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.09 total_reward_ma:-10.24 loss:-0.02795 fps:1534 +frame:2.78e+06 wall_t:1812 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.972 +2026-01-08 10:23:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.92 total_reward_ma:-10.22 loss:-0.03068 fps:1534 +frame:2.79e+06 wall_t:1819 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:2.161 +2026-01-08 10:23:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.84 total_reward_ma:-10.20 loss:-0.02799 fps:1534 +frame:2.80e+06 wall_t:1825 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.857 +2026-01-08 10:23:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.96 total_reward_ma:-10.18 loss:-0.02839 fps:1534 +frame:2.81e+06 wall_t:1832 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.94 +2026-01-08 10:23:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.95 total_reward_ma:-10.16 loss:-0.02764 fps:1534 +frame:2.82e+06 wall_t:1838 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.863 +2026-01-08 10:23:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.98 total_reward_ma:-10.15 loss:-0.02835 fps:1535 +frame:2.83e+06 wall_t:1844 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.911 +2026-01-08 10:23:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.98 total_reward_ma:-10.13 loss:-0.03003 fps:1535 +frame:2.84e+06 wall_t:1850 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:2.006 +2026-01-08 10:23:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.90 total_reward_ma:-10.11 loss:-0.02966 fps:1535 +frame:2.85e+06 wall_t:1857 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:2.062 +2026-01-08 10:23:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.90 total_reward_ma:-10.09 loss:-0.03274 fps:1535 +frame:2.86e+06 wall_t:1863 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:2.142 +2026-01-08 10:24:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.12 total_reward_ma:-10.07 loss:-0.03165 fps:1535 +frame:2.87e+06 wall_t:1870 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:2.21 +2026-01-08 10:24:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.09 total_reward_ma:-10.05 loss:-0.03297 fps:1535 +frame:2.88e+06 wall_t:1876 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:2.209 +2026-01-08 10:24:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.19 total_reward_ma:-10.04 loss:-0.03444 fps:1536 +frame:2.89e+06 wall_t:1882 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:2.319 +2026-01-08 10:24:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-10.02 loss:-0.02998 fps:1535 +frame:2.90e+06 wall_t:1889 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:2.266 +2026-01-08 10:24:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.19 total_reward_ma:-10.00 loss:-0.03164 fps:1536 +frame:2.91e+06 wall_t:1894 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:2.26 +2026-01-08 10:24:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.98 loss:-0.03379 fps:1536 +frame:2.92e+06 wall_t:1901 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:2.281 +2026-01-08 10:24:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.96 loss:-0.03247 fps:1536 +frame:2.93e+06 wall_t:1907 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:2.202 +2026-01-08 10:24:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.45 total_reward_ma:-9.95 loss:-0.0336 fps:1537 +frame:2.94e+06 wall_t:1913 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:2.265 +2026-01-08 10:24:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.37 total_reward_ma:-9.93 loss:-0.03393 fps:1537 +frame:2.95e+06 wall_t:1919 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:2.276 +2026-01-08 10:25:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.91 loss:-0.03273 fps:1537 +frame:2.96e+06 wall_t:1926 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:2.168 +2026-01-08 10:25:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-9.89 loss:-0.0311 fps:1537 +frame:2.97e+06 wall_t:1932 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:2.274 +2026-01-08 10:25:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.88 loss:-0.03215 fps:1538 +frame:2.98e+06 wall_t:1938 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:2.251 +2026-01-08 10:25:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.86 loss:-0.03365 fps:1538 +frame:2.99e+06 wall_t:1944 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:2.269 +2026-01-08 10:25:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.84 loss:-0.03333 fps:1538 +frame:3.00e+06 wall_t:1950 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:2.265 +2026-01-08 10:25:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.83 loss:-0.0334 fps:1539 +frame:3.01e+06 wall_t:1956 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:2.108 +2026-01-08 10:25:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.81 loss:-0.03363 fps:1538 +frame:3.02e+06 wall_t:1963 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:2.255 +2026-01-08 10:25:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.53 total_reward_ma:-9.80 loss:-0.03027 fps:1539 +frame:3.03e+06 wall_t:1969 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:2.217 +2026-01-08 10:25:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.78 loss:-0.02845 fps:1539 +frame:3.04e+06 wall_t:1975 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:2.164 +2026-01-08 10:25:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.77 loss:-0.03353 fps:1539 +frame:3.05e+06 wall_t:1982 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:2.049 +2026-01-08 10:26:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.36 total_reward_ma:-9.75 loss:-0.03301 fps:1539 +frame:3.06e+06 wall_t:1988 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:2.168 +2026-01-08 10:26:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.37 total_reward_ma:-9.74 loss:-0.03654 fps:1540 +frame:3.07e+06 wall_t:1994 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:2.276 +2026-01-08 10:26:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.72 loss:-0.03267 fps:1540 +frame:3.08e+06 wall_t:2000 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:2.244 +2026-01-08 10:26:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.42 total_reward_ma:-9.71 loss:-0.03453 fps:1540 +frame:3.09e+06 wall_t:2006 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:2.367 +2026-01-08 10:26:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.69 loss:-0.03571 fps:1541 +frame:3.10e+06 wall_t:2012 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:2.289 +2026-01-08 10:26:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.68 loss:-0.03136 fps:1541 +frame:3.11e+06 wall_t:2018 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:2.314 +2026-01-08 10:26:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.67 loss:-0.03215 fps:1541 +frame:3.12e+06 wall_t:2025 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:2.249 +2026-01-08 10:26:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.66 loss:-0.03298 fps:1541 +frame:3.13e+06 wall_t:2031 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:2.235 +2026-01-08 10:26:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.65 loss:-0.03132 fps:1541 +frame:3.14e+06 wall_t:2037 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:2.246 +2026-01-08 10:26:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.64 loss:-0.03063 fps:1542 +frame:3.15e+06 wall_t:2043 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:2.186 +2026-01-08 10:27:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.64 loss:-0.03061 fps:1542 +frame:3.16e+06 wall_t:2049 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:2.248 +2026-01-08 10:27:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.63 total_reward_ma:-9.63 loss:-0.03298 fps:1543 +frame:3.17e+06 wall_t:2055 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:2.298 +2026-01-08 10:27:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.62 loss:-0.03393 fps:1543 +frame:3.18e+06 wall_t:2061 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:2.389 +2026-01-08 10:27:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.61 loss:-0.03299 fps:1543 +frame:3.19e+06 wall_t:2067 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:2.345 +2026-01-08 10:27:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.61 loss:-0.03293 fps:1543 +frame:3.20e+06 wall_t:2074 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:2.421 +2026-01-08 10:27:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.60 loss:-0.03439 fps:1543 +frame:3.21e+06 wall_t:2080 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:2.313 +2026-01-08 10:27:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.37 total_reward_ma:-9.59 loss:-0.03361 fps:1544 +frame:3.22e+06 wall_t:2086 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:2.478 +2026-01-08 10:27:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.59 loss:-0.03161 fps:1544 +frame:3.23e+06 wall_t:2092 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:2.341 +2026-01-08 10:27:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.58 loss:-0.03288 fps:1544 +frame:3.24e+06 wall_t:2098 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:2.259 +2026-01-08 10:27:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.58 loss:-0.03386 fps:1545 +frame:3.25e+06 wall_t:2104 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:2.383 +2026-01-08 10:28:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.57 loss:-0.0319 fps:1545 +frame:3.26e+06 wall_t:2110 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:2.24 +2026-01-08 10:28:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.40 total_reward_ma:-9.57 loss:-0.03182 fps:1545 +frame:3.27e+06 wall_t:2116 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:2.219 +2026-01-08 10:28:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.42 total_reward_ma:-9.56 loss:-0.03353 fps:1545 +frame:3.28e+06 wall_t:2123 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:2.301 +2026-01-08 10:28:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.56 loss:-0.03322 fps:1545 +frame:3.29e+06 wall_t:2129 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:2.399 +2026-01-08 10:28:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.56 loss:-0.03454 fps:1546 +frame:3.30e+06 wall_t:2135 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:2.389 +2026-01-08 10:28:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.13 total_reward_ma:-9.55 loss:-0.03539 fps:1546 +frame:3.31e+06 wall_t:2141 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:2.474 +2026-01-08 10:28:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.07 total_reward_ma:-9.55 loss:-0.03427 fps:1546 +frame:3.32e+06 wall_t:2147 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:2.4 +2026-01-08 10:28:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.00 total_reward_ma:-9.54 loss:-0.033 fps:1547 +frame:3.33e+06 wall_t:2153 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:2.348 +2026-01-08 10:28:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.96 total_reward_ma:-9.53 loss:-0.03406 fps:1547 +frame:3.34e+06 wall_t:2159 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:2.396 +2026-01-08 10:29:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.87 total_reward_ma:-9.52 loss:-0.03216 fps:1547 +frame:3.35e+06 wall_t:2165 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:2.392 +2026-01-08 10:29:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.88 total_reward_ma:-9.52 loss:-0.03339 fps:1548 +frame:3.36e+06 wall_t:2171 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:2.393 +2026-01-08 10:29:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.80 total_reward_ma:-9.51 loss:-0.0358 fps:1548 +frame:3.37e+06 wall_t:2177 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:2.411 +2026-01-08 10:29:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.87 total_reward_ma:-9.50 loss:-0.03406 fps:1548 +frame:3.38e+06 wall_t:2184 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:2.369 +2026-01-08 10:29:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.94 total_reward_ma:-9.49 loss:-0.03454 fps:1548 +frame:3.39e+06 wall_t:2190 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:2.467 +2026-01-08 10:29:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.92 total_reward_ma:-9.48 loss:-0.03309 fps:1548 +frame:3.40e+06 wall_t:2196 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:2.383 +2026-01-08 10:29:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.84 total_reward_ma:-9.48 loss:-0.03309 fps:1549 +frame:3.41e+06 wall_t:2202 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:2.304 +2026-01-08 10:29:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-9.47 loss:-0.03406 fps:1549 +frame:3.42e+06 wall_t:2208 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:2.333 +2026-01-08 10:29:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.93 total_reward_ma:-9.46 loss:-0.03332 fps:1549 +frame:3.43e+06 wall_t:2214 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:2.38 +2026-01-08 10:29:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.04 total_reward_ma:-9.44 loss:-0.03245 fps:1550 +frame:3.44e+06 wall_t:2220 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:2.415 +2026-01-08 10:30:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.02 total_reward_ma:-9.43 loss:-0.03459 fps:1550 +frame:3.45e+06 wall_t:2226 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:2.466 +2026-01-08 10:30:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-9.08 total_reward_ma:-9.42 loss:-0.03192 fps:1549 +frame:3.46e+06 wall_t:2233 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:2.405 +2026-01-08 10:30:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.98 total_reward_ma:-9.41 loss:-0.03331 fps:1550 +frame:3.47e+06 wall_t:2239 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:2.471 +2026-01-08 10:30:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.96 total_reward_ma:-9.40 loss:-0.03465 fps:1550 +frame:3.48e+06 wall_t:2245 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:2.417 +2026-01-08 10:30:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.90 total_reward_ma:-9.39 loss:-0.03509 fps:1550 +frame:3.49e+06 wall_t:2251 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:2.357 +2026-01-08 10:30:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.85 total_reward_ma:-9.37 loss:-0.03456 fps:1551 +frame:3.50e+06 wall_t:2257 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:2.39 +2026-01-08 10:30:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.83 total_reward_ma:-9.36 loss:-0.03349 fps:1551 +frame:3.51e+06 wall_t:2263 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:2.267 +2026-01-08 10:30:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.59 total_reward_ma:-9.34 loss:-0.03219 fps:1551 +frame:3.52e+06 wall_t:2269 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:2.343 +2026-01-08 10:30:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.58 total_reward_ma:-9.32 loss:-0.03482 fps:1551 +frame:3.53e+06 wall_t:2276 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:2.273 +2026-01-08 10:30:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.57 total_reward_ma:-9.31 loss:-0.03074 fps:1551 +frame:3.54e+06 wall_t:2282 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:2.195 +2026-01-08 10:31:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.56 total_reward_ma:-9.30 loss:-0.03043 fps:1552 +frame:3.55e+06 wall_t:2288 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:2.163 +2026-01-08 10:31:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.44 total_reward_ma:-9.28 loss:-0.03099 fps:1552 +frame:3.56e+06 wall_t:2294 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:2.026 +2026-01-08 10:31:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.29 total_reward_ma:-9.26 loss:-0.03214 fps:1551 +frame:3.57e+06 wall_t:2301 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:2.167 +2026-01-08 10:31:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.28 total_reward_ma:-9.24 loss:-0.03181 fps:1552 +frame:3.58e+06 wall_t:2307 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:2.222 +2026-01-08 10:31:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.24 total_reward_ma:-9.23 loss:-0.03261 fps:1553 +frame:3.59e+06 wall_t:2312 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:2.085 +2026-01-08 10:31:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.21 total_reward_ma:-9.21 loss:-0.03278 fps:1552 +frame:3.60e+06 wall_t:2319 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:2.229 +2026-01-08 10:31:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.03 total_reward_ma:-9.19 loss:-0.03035 fps:1553 +frame:3.61e+06 wall_t:2325 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:2.115 +2026-01-08 10:31:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.15 total_reward_ma:-9.18 loss:-0.03389 fps:1553 +frame:3.62e+06 wall_t:2331 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:2.333 +2026-01-08 10:31:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-9.16 loss:-0.03451 fps:1553 +frame:3.63e+06 wall_t:2337 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:2.313 +2026-01-08 10:31:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.20 total_reward_ma:-9.15 loss:-0.03245 fps:1553 +frame:3.64e+06 wall_t:2344 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:2.175 +2026-01-08 10:32:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.11 total_reward_ma:-9.13 loss:-0.0312 fps:1553 +frame:3.65e+06 wall_t:2350 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:2.268 +2026-01-08 10:32:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.15 total_reward_ma:-9.12 loss:-0.03461 fps:1553 +frame:3.66e+06 wall_t:2356 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:2.403 +2026-01-08 10:32:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.02 total_reward_ma:-9.11 loss:-0.0352 fps:1554 +frame:3.67e+06 wall_t:2362 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:2.346 +2026-01-08 10:32:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.93 total_reward_ma:-9.09 loss:-0.03124 fps:1554 +frame:3.68e+06 wall_t:2368 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:2.387 +2026-01-08 10:32:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.70 total_reward_ma:-9.07 loss:-0.03325 fps:1554 +frame:3.69e+06 wall_t:2374 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:2.273 +2026-01-08 10:32:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.56 total_reward_ma:-9.05 loss:-0.03494 fps:1555 +frame:3.70e+06 wall_t:2380 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:2.455 +2026-01-08 10:32:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.49 total_reward_ma:-9.03 loss:-0.03366 fps:1554 +frame:3.71e+06 wall_t:2387 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:2.305 +2026-01-08 10:32:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.27 total_reward_ma:-9.01 loss:-0.03485 fps:1555 +frame:3.72e+06 wall_t:2393 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:2.402 +2026-01-08 10:32:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-8.99 loss:-0.03497 fps:1555 +frame:3.73e+06 wall_t:2399 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:2.417 +2026-01-08 10:33:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.19 total_reward_ma:-8.97 loss:-0.03466 fps:1555 +frame:3.74e+06 wall_t:2405 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:2.494 +2026-01-08 10:33:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-8.94 loss:-0.03191 fps:1555 +frame:3.75e+06 wall_t:2412 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:2.4 +2026-01-08 10:33:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.03 total_reward_ma:-8.92 loss:-0.03306 fps:1556 +frame:3.76e+06 wall_t:2417 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:2.364 +2026-01-08 10:33:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.03 total_reward_ma:-8.90 loss:-0.03475 fps:1555 +frame:3.77e+06 wall_t:2424 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:2.387 +2026-01-08 10:33:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.04 total_reward_ma:-8.88 loss:-0.03258 fps:1556 +frame:3.78e+06 wall_t:2430 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:2.372 +2026-01-08 10:33:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.03 total_reward_ma:-8.86 loss:-0.0297 fps:1556 +frame:3.79e+06 wall_t:2436 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:2.213 +2026-01-08 10:33:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.96 total_reward_ma:-8.84 loss:-0.0321 fps:1556 +frame:3.80e+06 wall_t:2442 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:2.426 +2026-01-08 10:33:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.88 total_reward_ma:-8.82 loss:-0.03428 fps:1556 +frame:3.81e+06 wall_t:2449 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:2.438 +2026-01-08 10:33:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.06 total_reward_ma:-8.80 loss:-0.0335 fps:1556 +frame:3.82e+06 wall_t:2455 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:2.376 +2026-01-08 10:33:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.02 total_reward_ma:-8.78 loss:-0.03293 fps:1556 +frame:3.83e+06 wall_t:2461 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:2.4 +2026-01-08 10:34:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-8.76 loss:-0.0302 fps:1557 +frame:3.84e+06 wall_t:2467 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:2.263 +2026-01-08 10:34:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.19 total_reward_ma:-8.75 loss:-0.03184 fps:1557 +frame:3.85e+06 wall_t:2473 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:2.254 +2026-01-08 10:34:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-8.73 loss:-0.03159 fps:1557 +frame:3.86e+06 wall_t:2479 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:2.282 +2026-01-08 10:34:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-8.71 loss:-0.03289 fps:1557 +frame:3.87e+06 wall_t:2486 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:2.234 +2026-01-08 10:34:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-8.69 loss:-0.03413 fps:1557 +frame:3.88e+06 wall_t:2492 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:2.35 +2026-01-08 10:34:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.27 total_reward_ma:-8.67 loss:-0.03416 fps:1557 +frame:3.89e+06 wall_t:2499 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:2.281 +2026-01-08 10:34:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.32 total_reward_ma:-8.66 loss:-0.03316 fps:1557 +frame:3.90e+06 wall_t:2505 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:2.17 +2026-01-08 10:34:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.35 total_reward_ma:-8.64 loss:-0.0316 fps:1557 +frame:3.91e+06 wall_t:2511 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:2.204 +2026-01-08 10:34:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.41 total_reward_ma:-8.62 loss:-0.02913 fps:1557 +frame:3.92e+06 wall_t:2518 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:2.162 +2026-01-08 10:34:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.45 total_reward_ma:-8.60 loss:-0.02889 fps:1558 +frame:3.93e+06 wall_t:2523 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:2.108 +2026-01-08 10:35:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-8.58 loss:-0.03114 fps:1557 +frame:3.94e+06 wall_t:2530 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:2.302 +2026-01-08 10:35:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.38 total_reward_ma:-8.56 loss:-0.03361 fps:1557 +frame:3.95e+06 wall_t:2537 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:2.155 +2026-01-08 10:35:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-8.54 loss:-0.03284 fps:1557 +frame:3.96e+06 wall_t:2543 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:2.233 +2026-01-08 10:35:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-8.52 loss:-0.02929 fps:1557 +frame:3.97e+06 wall_t:2550 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:2.107 +2026-01-08 10:35:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-8.49 loss:-0.02954 fps:1557 +frame:3.98e+06 wall_t:2556 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:2.038 +2026-01-08 10:35:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.29 total_reward_ma:-8.47 loss:-0.03189 fps:1557 +frame:3.99e+06 wall_t:2563 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.971 +2026-01-08 10:35:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-8.45 loss:-0.02641 fps:1557 +frame:4.00e+06 wall_t:2569 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.889 +2026-01-08 10:35:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.51 total_reward_ma:-8.43 loss:-0.0298 fps:1557 +frame:4.01e+06 wall_t:2575 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.968 +2026-01-08 10:35:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.49 total_reward_ma:-8.41 loss:-0.0327 fps:1558 +frame:4.02e+06 wall_t:2581 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:2.297 +2026-01-08 10:36:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-8.39 loss:-0.02739 fps:1558 +frame:4.03e+06 wall_t:2587 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.989 +2026-01-08 10:36:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-8.37 loss:-0.02815 fps:1558 +frame:4.04e+06 wall_t:2593 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:2.027 +2026-01-08 10:36:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.71 total_reward_ma:-8.35 loss:-0.0301 fps:1558 +frame:4.05e+06 wall_t:2599 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:2.086 +2026-01-08 10:36:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.71 total_reward_ma:-8.34 loss:-0.03001 fps:1559 +frame:4.06e+06 wall_t:2605 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:2.183 +2026-01-08 10:36:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.71 total_reward_ma:-8.32 loss:-0.0316 fps:1559 +frame:4.07e+06 wall_t:2611 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:2.207 +2026-01-08 10:36:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.56 total_reward_ma:-8.30 loss:-0.03073 fps:1559 +frame:4.08e+06 wall_t:2617 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:2.201 +2026-01-08 10:36:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.53 total_reward_ma:-8.28 loss:-0.03185 fps:1559 +frame:4.09e+06 wall_t:2624 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:2.293 +2026-01-08 10:36:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.31 total_reward_ma:-8.26 loss:-0.03268 fps:1559 +frame:4.10e+06 wall_t:2630 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:2.248 +2026-01-08 10:36:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-8.24 loss:-0.03238 fps:1559 +frame:4.11e+06 wall_t:2636 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:2.323 +2026-01-08 10:36:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.19 total_reward_ma:-8.21 loss:-0.03083 fps:1559 +frame:4.12e+06 wall_t:2642 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:2.381 +2026-01-08 10:37:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-8.19 loss:-0.03236 fps:1560 +frame:4.13e+06 wall_t:2648 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:2.318 +2026-01-08 10:37:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.30 total_reward_ma:-8.17 loss:-0.03141 fps:1560 +frame:4.14e+06 wall_t:2654 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:2.239 +2026-01-08 10:37:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-8.14 loss:-0.02974 fps:1560 +frame:4.15e+06 wall_t:2661 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:2.281 +2026-01-08 10:37:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.09 total_reward_ma:-8.12 loss:-0.03191 fps:1560 +frame:4.16e+06 wall_t:2667 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:2.339 +2026-01-08 10:37:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.02 total_reward_ma:-8.09 loss:-0.03216 fps:1560 +frame:4.17e+06 wall_t:2673 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:2.412 +2026-01-08 10:37:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-8.06 loss:-0.02777 fps:1560 +frame:4.18e+06 wall_t:2679 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:2.24 +2026-01-08 10:37:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.78 total_reward_ma:-8.04 loss:-0.03248 fps:1561 +frame:4.19e+06 wall_t:2685 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:2.206 +2026-01-08 10:37:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.85 total_reward_ma:-8.01 loss:-0.03266 fps:1561 +frame:4.20e+06 wall_t:2691 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:2.38 +2026-01-08 10:37:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.92 total_reward_ma:-7.98 loss:-0.03215 fps:1560 +frame:4.21e+06 wall_t:2698 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:2.253 +2026-01-08 10:37:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.95 total_reward_ma:-7.96 loss:-0.03326 fps:1561 +frame:4.22e+06 wall_t:2704 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:2.392 +2026-01-08 10:38:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-7.93 loss:-0.02895 fps:1561 +frame:4.23e+06 wall_t:2710 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:2.161 +2026-01-08 10:38:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.84 total_reward_ma:-7.91 loss:-0.03149 fps:1561 +frame:4.24e+06 wall_t:2716 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:2.25 +2026-01-08 10:38:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.76 total_reward_ma:-7.88 loss:-0.0285 fps:1561 +frame:4.25e+06 wall_t:2722 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:2.229 +2026-01-08 10:38:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.75 total_reward_ma:-7.85 loss:-0.02944 fps:1561 +frame:4.26e+06 wall_t:2729 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:2.331 +2026-01-08 10:38:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.64 total_reward_ma:-7.83 loss:-0.0309 fps:1561 +frame:4.27e+06 wall_t:2735 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:2.274 +2026-01-08 10:38:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.60 total_reward_ma:-7.80 loss:-0.03007 fps:1561 +frame:4.28e+06 wall_t:2741 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:2.244 +2026-01-08 10:38:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.66 total_reward_ma:-7.77 loss:-0.02914 fps:1562 +frame:4.29e+06 wall_t:2747 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:2.209 +2026-01-08 10:38:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.66 total_reward_ma:-7.74 loss:-0.03334 fps:1562 +frame:4.30e+06 wall_t:2753 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:2.412 +2026-01-08 10:38:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.64 total_reward_ma:-7.72 loss:-0.03146 fps:1562 +frame:4.31e+06 wall_t:2759 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:2.363 +2026-01-08 10:39:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.58 total_reward_ma:-7.69 loss:-0.03174 fps:1562 +frame:4.32e+06 wall_t:2765 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:2.289 +2026-01-08 10:39:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.42 total_reward_ma:-7.67 loss:-0.03738 fps:1562 +frame:4.33e+06 wall_t:2772 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:2.305 +2026-01-08 10:39:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-7.64 loss:-0.03359 fps:1562 +frame:4.34e+06 wall_t:2778 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:2.25 +2026-01-08 10:39:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-7.62 loss:-0.03479 fps:1562 +frame:4.35e+06 wall_t:2784 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:2.313 +2026-01-08 10:39:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.30 total_reward_ma:-7.59 loss:-0.03123 fps:1563 +frame:4.36e+06 wall_t:2789 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:2.204 +2026-01-08 10:39:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-7.56 loss:-0.0313 fps:1563 +frame:4.37e+06 wall_t:2796 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:2.349 +2026-01-08 10:39:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-7.54 loss:-0.03219 fps:1563 +frame:4.38e+06 wall_t:2802 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:2.193 +2026-01-08 10:39:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-7.51 loss:-0.03061 fps:1563 +frame:4.39e+06 wall_t:2808 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:2.283 +2026-01-08 10:39:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-7.48 loss:-0.03078 fps:1564 +frame:4.40e+06 wall_t:2814 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:2.384 +2026-01-08 10:39:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.22 total_reward_ma:-7.46 loss:-0.03134 fps:1563 +frame:4.41e+06 wall_t:2821 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:2.331 +2026-01-08 10:40:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-7.43 loss:-0.03323 fps:1563 +frame:4.42e+06 wall_t:2827 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:2.434 +2026-01-08 10:40:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-7.40 loss:-0.03142 fps:1564 +frame:4.43e+06 wall_t:2833 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:2.284 +2026-01-08 10:40:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-7.38 loss:-0.03179 fps:1564 +frame:4.44e+06 wall_t:2839 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:2.385 +2026-01-08 10:40:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-7.35 loss:-0.03398 fps:1564 +frame:4.45e+06 wall_t:2845 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:2.354 +2026-01-08 10:40:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-7.32 loss:-0.03336 fps:1564 +frame:4.46e+06 wall_t:2851 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:2.377 +2026-01-08 10:40:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-7.29 loss:-0.03232 fps:1565 +frame:4.47e+06 wall_t:2857 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:2.399 +2026-01-08 10:40:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.21 total_reward_ma:-7.26 loss:-0.03531 fps:1565 +frame:4.48e+06 wall_t:2863 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:2.515 +2026-01-08 10:40:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-7.24 loss:-0.03339 fps:1565 +frame:4.49e+06 wall_t:2869 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:2.279 +2026-01-08 10:40:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-7.21 loss:-0.03174 fps:1565 +frame:4.50e+06 wall_t:2876 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:2.381 +2026-01-08 10:40:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.32 total_reward_ma:-7.19 loss:-0.0317 fps:1565 +frame:4.51e+06 wall_t:2882 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:2.314 +2026-01-08 10:41:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-7.16 loss:-0.03262 fps:1565 +frame:4.52e+06 wall_t:2888 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:2.347 +2026-01-08 10:41:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-7.14 loss:-0.03355 fps:1565 +frame:4.53e+06 wall_t:2894 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:2.345 +2026-01-08 10:41:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.95 total_reward_ma:-7.11 loss:-0.02768 fps:1566 +frame:4.54e+06 wall_t:2900 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.942 +2026-01-08 10:41:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-7.09 loss:-0.03514 fps:1566 +frame:4.55e+06 wall_t:2906 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:2.364 +2026-01-08 10:41:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.86 total_reward_ma:-7.06 loss:-0.03286 fps:1565 +frame:4.56e+06 wall_t:2913 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:2.202 +2026-01-08 10:41:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.79 total_reward_ma:-7.04 loss:-0.03553 fps:1566 +frame:4.57e+06 wall_t:2919 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:2.367 +2026-01-08 10:41:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.93 total_reward_ma:-7.01 loss:-0.03282 fps:1566 +frame:4.58e+06 wall_t:2925 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:2.261 +2026-01-08 10:41:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.99 loss:-0.03248 fps:1565 +frame:4.59e+06 wall_t:2932 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:2.139 +2026-01-08 10:41:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.97 loss:-0.031 fps:1566 +frame:4.60e+06 wall_t:2938 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:2.271 +2026-01-08 10:41:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.95 loss:-0.03163 fps:1566 +frame:4.61e+06 wall_t:2943 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:2.384 +2026-01-08 10:42:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.93 loss:-0.03137 fps:1566 +frame:4.62e+06 wall_t:2950 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:2.374 +2026-01-08 10:42:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.91 loss:-0.03273 fps:1566 +frame:4.63e+06 wall_t:2956 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:2.392 +2026-01-08 10:42:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.89 loss:-0.03198 fps:1567 +frame:4.64e+06 wall_t:2962 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:2.348 +2026-01-08 10:42:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.03 total_reward_ma:-6.86 loss:-0.03471 fps:1567 +frame:4.65e+06 wall_t:2968 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:2.377 +2026-01-08 10:42:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.84 loss:-0.03383 fps:1567 +frame:4.66e+06 wall_t:2974 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:2.332 +2026-01-08 10:42:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.82 loss:-0.03368 fps:1567 +frame:4.67e+06 wall_t:2981 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:2.295 +2026-01-08 10:42:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.81 loss:-0.0335 fps:1567 +frame:4.68e+06 wall_t:2987 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:2.463 +2026-01-08 10:42:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.79 loss:-0.03497 fps:1567 +frame:4.69e+06 wall_t:2993 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:2.447 +2026-01-08 10:42:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.78 loss:-0.03389 fps:1567 +frame:4.70e+06 wall_t:2999 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:2.428 +2026-01-08 10:42:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.76 loss:-0.03146 fps:1567 +frame:4.71e+06 wall_t:3005 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:2.326 +2026-01-08 10:43:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.75 loss:-0.03368 fps:1568 +frame:4.72e+06 wall_t:3011 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:2.455 +2026-01-08 10:43:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.74 loss:-0.03329 fps:1567 +frame:4.73e+06 wall_t:3018 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:2.423 +2026-01-08 10:43:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.73 loss:-0.03558 fps:1567 +frame:4.74e+06 wall_t:3024 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:2.462 +2026-01-08 10:43:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.72 loss:-0.03232 fps:1567 +frame:4.75e+06 wall_t:3031 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:2.371 +2026-01-08 10:43:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.36 total_reward_ma:-6.72 loss:-0.0334 fps:1567 +frame:4.76e+06 wall_t:3037 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:2.524 +2026-01-08 10:43:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.43 total_reward_ma:-6.71 loss:-0.03161 fps:1568 +frame:4.77e+06 wall_t:3043 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:2.426 +2026-01-08 10:43:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.49 total_reward_ma:-6.71 loss:-0.03713 fps:1568 +frame:4.78e+06 wall_t:3049 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:2.525 +2026-01-08 10:43:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.57 total_reward_ma:-6.70 loss:-0.03467 fps:1568 +frame:4.79e+06 wall_t:3055 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:2.491 +2026-01-08 10:43:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.75 total_reward_ma:-6.70 loss:-0.03641 fps:1568 +frame:4.80e+06 wall_t:3062 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:2.504 +2026-01-08 10:44:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.67 total_reward_ma:-6.70 loss:-0.0332 fps:1568 +frame:4.81e+06 wall_t:3068 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:2.48 +2026-01-08 10:44:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.61 total_reward_ma:-6.69 loss:-0.03402 fps:1568 +frame:4.82e+06 wall_t:3074 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:2.532 +2026-01-08 10:44:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.81 total_reward_ma:-6.69 loss:-0.03367 fps:1568 +frame:4.83e+06 wall_t:3081 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:2.431 +2026-01-08 10:44:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.78 total_reward_ma:-6.69 loss:-0.03318 fps:1568 +frame:4.84e+06 wall_t:3087 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:2.457 +2026-01-08 10:44:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.88 total_reward_ma:-6.68 loss:-0.03341 fps:1568 +frame:4.85e+06 wall_t:3094 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:2.346 +2026-01-08 10:44:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.89 total_reward_ma:-6.68 loss:-0.0344 fps:1568 +frame:4.86e+06 wall_t:3100 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:2.45 +2026-01-08 10:44:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.93 total_reward_ma:-6.68 loss:-0.03231 fps:1568 +frame:4.87e+06 wall_t:3105 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:2.324 +2026-01-08 10:44:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-6.67 loss:-0.03407 fps:1568 +frame:4.88e+06 wall_t:3112 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:2.474 +2026-01-08 10:44:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-6.67 loss:-0.03295 fps:1568 +frame:4.89e+06 wall_t:3118 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:2.453 +2026-01-08 10:44:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.15 total_reward_ma:-6.67 loss:-0.03223 fps:1569 +frame:4.90e+06 wall_t:3124 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:2.235 +2026-01-08 10:45:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.09 total_reward_ma:-6.67 loss:-0.03272 fps:1568 +frame:4.91e+06 wall_t:3131 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:2.4 +2026-01-08 10:45:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-6.66 loss:-0.02975 fps:1568 +frame:4.92e+06 wall_t:3137 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:2.448 +2026-01-08 10:45:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-6.66 loss:-0.03278 fps:1569 +frame:4.93e+06 wall_t:3143 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:2.297 +2026-01-08 10:45:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-6.66 loss:-0.02957 fps:1569 +frame:4.94e+06 wall_t:3149 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:2.187 +2026-01-08 10:45:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-6.66 loss:-0.03291 fps:1569 +frame:4.95e+06 wall_t:3155 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:2.305 +2026-01-08 10:45:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.31 total_reward_ma:-6.66 loss:-0.0307 fps:1569 +frame:4.96e+06 wall_t:3161 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:2.342 +2026-01-08 10:45:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-6.66 loss:-0.03098 fps:1569 +frame:4.97e+06 wall_t:3167 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:2.275 +2026-01-08 10:45:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-6.66 loss:-0.03079 fps:1569 +frame:4.98e+06 wall_t:3173 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:2.358 +2026-01-08 10:45:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.44 total_reward_ma:-6.66 loss:-0.03357 fps:1569 +frame:4.99e+06 wall_t:3180 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:2.242 +2026-01-08 10:46:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.56 total_reward_ma:-6.66 loss:-0.03156 fps:1569 +frame:5.00e+06 wall_t:3186 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:2.245 +2026-01-08 10:46:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.61 total_reward_ma:-6.66 loss:-0.03327 fps:1570 +frame:5.01e+06 wall_t:3192 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:2.331 +2026-01-08 10:46:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.65 total_reward_ma:-6.67 loss:-0.03096 fps:1569 +frame:5.02e+06 wall_t:3199 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:2.292 +2026-01-08 10:46:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.69 total_reward_ma:-6.67 loss:-0.03144 fps:1569 +frame:5.03e+06 wall_t:3205 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:2.406 +2026-01-08 10:46:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.63 total_reward_ma:-6.67 loss:-0.03272 fps:1570 +frame:5.04e+06 wall_t:3211 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:2.385 +2026-01-08 10:46:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.63 total_reward_ma:-6.67 loss:-0.03109 fps:1570 +frame:5.05e+06 wall_t:3217 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:2.386 +2026-01-08 10:46:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-6.67 loss:-0.03333 fps:1570 +frame:5.06e+06 wall_t:3223 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:2.367 +2026-01-08 10:46:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.69 total_reward_ma:-6.67 loss:-0.03524 fps:1570 +frame:5.07e+06 wall_t:3230 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:2.238 +2026-01-08 10:46:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.73 total_reward_ma:-6.67 loss:-0.03351 fps:1570 +frame:5.08e+06 wall_t:3236 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:2.168 +2026-01-08 10:46:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.76 total_reward_ma:-6.67 loss:-0.0337 fps:1570 +frame:5.09e+06 wall_t:3242 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:2.296 +2026-01-08 10:47:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.80 total_reward_ma:-6.67 loss:-0.03219 fps:1570 +frame:5.10e+06 wall_t:3249 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:2.366 +2026-01-08 10:47:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.73 total_reward_ma:-6.68 loss:-0.03096 fps:1570 +frame:5.11e+06 wall_t:3255 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:2.234 +2026-01-08 10:47:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.71 total_reward_ma:-6.68 loss:-0.0321 fps:1570 +frame:5.12e+06 wall_t:3261 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:2.194 +2026-01-08 10:47:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.69 total_reward_ma:-6.69 loss:-0.03211 fps:1570 +frame:5.13e+06 wall_t:3267 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:2.266 +2026-01-08 10:47:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.72 total_reward_ma:-6.69 loss:-0.03167 fps:1570 +frame:5.14e+06 wall_t:3273 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:2.295 +2026-01-08 10:47:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-6.70 loss:-0.03056 fps:1570 +frame:5.15e+06 wall_t:3280 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:2.104 +2026-01-08 10:47:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.58 total_reward_ma:-6.70 loss:-0.03441 fps:1570 +frame:5.16e+06 wall_t:3286 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:2.408 +2026-01-08 10:47:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.63 total_reward_ma:-6.71 loss:-0.03451 fps:1570 +frame:5.17e+06 wall_t:3292 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:2.276 +2026-01-08 10:47:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-6.72 loss:-0.0325 fps:1571 +frame:5.18e+06 wall_t:3298 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:2.356 +2026-01-08 10:47:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-6.72 loss:-0.03128 fps:1571 +frame:5.19e+06 wall_t:3304 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:2.152 +2026-01-08 10:48:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.65 total_reward_ma:-6.73 loss:-0.03117 fps:1571 +frame:5.20e+06 wall_t:3311 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:2.277 +2026-01-08 10:48:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.61 total_reward_ma:-6.74 loss:-0.03108 fps:1571 +frame:5.21e+06 wall_t:3316 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:2.184 +2026-01-08 10:48:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.55 total_reward_ma:-6.75 loss:-0.03042 fps:1571 +frame:5.22e+06 wall_t:3322 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:2.376 +2026-01-08 10:48:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-6.75 loss:-0.03215 fps:1571 +frame:5.23e+06 wall_t:3329 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:2.2 +2026-01-08 10:48:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-6.76 loss:-0.03276 fps:1571 +frame:5.24e+06 wall_t:3335 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:2.17 +2026-01-08 10:48:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.41 total_reward_ma:-6.77 loss:-0.0327 fps:1571 +frame:5.25e+06 wall_t:3341 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:2.341 +2026-01-08 10:48:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.29 total_reward_ma:-6.77 loss:-0.03044 fps:1572 +frame:5.26e+06 wall_t:3347 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:2.253 +2026-01-08 10:48:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-6.78 loss:-0.03175 fps:1571 +frame:5.27e+06 wall_t:3354 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:2.279 +2026-01-08 10:48:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.13 total_reward_ma:-6.78 loss:-0.03141 fps:1571 +frame:5.28e+06 wall_t:3360 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:2.367 +2026-01-08 10:49:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-6.79 loss:-0.03252 fps:1571 +frame:5.29e+06 wall_t:3367 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:2.343 +2026-01-08 10:49:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-6.79 loss:-0.03529 fps:1572 +frame:5.30e+06 wall_t:3372 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:2.498 +2026-01-08 10:49:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.15 total_reward_ma:-6.80 loss:-0.03052 fps:1571 +frame:5.31e+06 wall_t:3379 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:2.323 +2026-01-08 10:49:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.10 total_reward_ma:-6.80 loss:-0.03179 fps:1572 +frame:5.32e+06 wall_t:3385 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:2.23 +2026-01-08 10:49:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.01 total_reward_ma:-6.81 loss:-0.03353 fps:1572 +frame:5.33e+06 wall_t:3391 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:2.436 +2026-01-08 10:49:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.95 total_reward_ma:-6.82 loss:-0.03209 fps:1572 +frame:5.34e+06 wall_t:3398 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:2.414 +2026-01-08 10:49:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-6.82 loss:-0.03191 fps:1572 +frame:5.35e+06 wall_t:3404 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:2.321 +2026-01-08 10:49:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.00 total_reward_ma:-6.83 loss:-0.03224 fps:1572 +frame:5.36e+06 wall_t:3410 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:2.31 +2026-01-08 10:49:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.95 total_reward_ma:-6.84 loss:-0.03166 fps:1572 +frame:5.37e+06 wall_t:3417 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:2.398 +2026-01-08 10:49:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-6.84 loss:-0.03451 fps:1572 +frame:5.38e+06 wall_t:3423 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:2.511 +2026-01-08 10:50:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.84 total_reward_ma:-6.85 loss:-0.03224 fps:1572 +frame:5.39e+06 wall_t:3429 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:2.516 +2026-01-08 10:50:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.83 total_reward_ma:-6.86 loss:-0.03275 fps:1572 +frame:5.40e+06 wall_t:3435 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:2.35 +2026-01-08 10:50:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.72 total_reward_ma:-6.86 loss:-0.03319 fps:1572 +frame:5.41e+06 wall_t:3442 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:2.409 +2026-01-08 10:50:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.69 total_reward_ma:-6.86 loss:-0.03339 fps:1572 +frame:5.42e+06 wall_t:3448 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:2.411 +2026-01-08 10:50:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.65 total_reward_ma:-6.87 loss:-0.03172 fps:1572 +frame:5.43e+06 wall_t:3454 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:2.356 +2026-01-08 10:50:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.69 total_reward_ma:-6.87 loss:-0.03394 fps:1572 +frame:5.44e+06 wall_t:3461 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:2.311 +2026-01-08 10:50:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.72 total_reward_ma:-6.88 loss:-0.0328 fps:1572 +frame:5.45e+06 wall_t:3467 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:2.328 +2026-01-08 10:50:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.63 total_reward_ma:-6.88 loss:-0.03363 fps:1572 +frame:5.46e+06 wall_t:3473 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:2.389 +2026-01-08 10:50:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.73 total_reward_ma:-6.89 loss:-0.03323 fps:1572 +frame:5.47e+06 wall_t:3479 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:2.305 +2026-01-08 10:51:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.85 total_reward_ma:-6.89 loss:-0.03151 fps:1572 +frame:5.48e+06 wall_t:3485 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:2.446 +2026-01-08 10:51:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.93 total_reward_ma:-6.90 loss:-0.03214 fps:1573 +frame:5.49e+06 wall_t:3491 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:2.265 +2026-01-08 10:51:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.92 total_reward_ma:-6.91 loss:-0.03335 fps:1572 +frame:5.50e+06 wall_t:3498 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:2.353 +2026-01-08 10:51:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.05 total_reward_ma:-6.91 loss:-0.03231 fps:1572 +frame:5.51e+06 wall_t:3504 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:2.429 +2026-01-08 10:51:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.08 total_reward_ma:-6.92 loss:-0.03334 fps:1572 +frame:5.52e+06 wall_t:3511 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:2.493 +2026-01-08 10:51:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.06 total_reward_ma:-6.93 loss:-0.03388 fps:1572 +frame:5.53e+06 wall_t:3517 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:2.499 +2026-01-08 10:51:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.06 total_reward_ma:-6.94 loss:-0.03362 fps:1573 +frame:5.54e+06 wall_t:3523 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:2.414 +2026-01-08 10:51:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.98 total_reward_ma:-6.95 loss:-0.03387 fps:1573 +frame:5.55e+06 wall_t:3529 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:2.488 +2026-01-08 10:51:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.18 total_reward_ma:-6.97 loss:-0.03336 fps:1573 +frame:5.56e+06 wall_t:3535 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:2.309 +2026-01-08 10:51:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-6.98 loss:-0.03242 fps:1573 +frame:5.57e+06 wall_t:3542 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:2.426 +2026-01-08 10:52:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.22 total_reward_ma:-6.99 loss:-0.03037 fps:1573 +frame:5.58e+06 wall_t:3548 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:2.264 +2026-01-08 10:52:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.46 total_reward_ma:-7.01 loss:-0.0348 fps:1573 +frame:5.59e+06 wall_t:3554 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:2.356 +2026-01-08 10:52:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.50 total_reward_ma:-7.02 loss:-0.03223 fps:1573 +frame:5.60e+06 wall_t:3560 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:2.329 +2026-01-08 10:52:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-7.04 loss:-0.03235 fps:1573 +frame:5.61e+06 wall_t:3567 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:2.319 +2026-01-08 10:52:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.68 total_reward_ma:-7.05 loss:-0.03084 fps:1573 +frame:5.62e+06 wall_t:3573 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:2.347 +2026-01-08 10:52:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.62 total_reward_ma:-7.07 loss:-0.03061 fps:1573 +frame:5.63e+06 wall_t:3579 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:2.274 +2026-01-08 10:52:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.59 total_reward_ma:-7.09 loss:-0.0313 fps:1573 +frame:5.64e+06 wall_t:3585 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:2.254 +2026-01-08 10:52:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-7.10 loss:-0.03306 fps:1573 +frame:5.65e+06 wall_t:3591 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:2.424 +2026-01-08 10:52:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.72 total_reward_ma:-7.12 loss:-0.03421 fps:1574 +frame:5.66e+06 wall_t:3597 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:2.286 +2026-01-08 10:52:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.77 total_reward_ma:-7.14 loss:-0.03243 fps:1573 +frame:5.67e+06 wall_t:3604 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:2.296 +2026-01-08 10:53:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.73 total_reward_ma:-7.15 loss:-0.03427 fps:1573 +frame:5.68e+06 wall_t:3610 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:2.373 +2026-01-08 10:53:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-7.17 loss:-0.03388 fps:1573 +frame:5.69e+06 wall_t:3617 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:2.26 +2026-01-08 10:53:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.80 total_reward_ma:-7.18 loss:-0.03207 fps:1573 +frame:5.70e+06 wall_t:3623 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:2.219 +2026-01-08 10:53:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.79 total_reward_ma:-7.20 loss:-0.03169 fps:1573 +frame:5.71e+06 wall_t:3629 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:2.26 +2026-01-08 10:53:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.73 total_reward_ma:-7.21 loss:-0.0307 fps:1574 +frame:5.72e+06 wall_t:3635 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:2.227 +2026-01-08 10:53:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.67 total_reward_ma:-7.23 loss:-0.03124 fps:1574 +frame:5.73e+06 wall_t:3641 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:2.214 +2026-01-08 10:53:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-7.24 loss:-0.03186 fps:1574 +frame:5.74e+06 wall_t:3647 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:2.2 +2026-01-08 10:53:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.53 total_reward_ma:-7.25 loss:-0.03235 fps:1574 +frame:5.75e+06 wall_t:3653 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:2.209 +2026-01-08 10:53:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.70 total_reward_ma:-7.27 loss:-0.03094 fps:1574 +frame:5.76e+06 wall_t:3660 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:2.251 +2026-01-08 10:54:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-7.28 loss:-0.03195 fps:1574 +frame:5.77e+06 wall_t:3666 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:2.291 +2026-01-08 10:54:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-7.29 loss:-0.03164 fps:1574 +frame:5.78e+06 wall_t:3672 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:2.332 +2026-01-08 10:54:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.59 total_reward_ma:-7.30 loss:-0.03131 fps:1574 +frame:5.79e+06 wall_t:3678 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:2.174 +2026-01-08 10:54:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.56 total_reward_ma:-7.31 loss:-0.03127 fps:1574 +frame:5.80e+06 wall_t:3685 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:2.219 +2026-01-08 10:54:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.52 total_reward_ma:-7.32 loss:-0.03382 fps:1574 +frame:5.81e+06 wall_t:3691 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:2.172 +2026-01-08 10:54:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.43 total_reward_ma:-7.33 loss:-0.03047 fps:1574 +frame:5.82e+06 wall_t:3697 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:2.257 +2026-01-08 10:54:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.35 total_reward_ma:-7.33 loss:-0.03159 fps:1574 +frame:5.83e+06 wall_t:3703 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:2.297 +2026-01-08 10:54:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.34 total_reward_ma:-7.34 loss:-0.0277 fps:1575 +frame:5.84e+06 wall_t:3709 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:2.147 +2026-01-08 10:54:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-7.34 loss:-0.03331 fps:1574 +frame:5.85e+06 wall_t:3716 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:2.188 +2026-01-08 10:54:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.34 loss:-0.03129 fps:1574 +frame:5.86e+06 wall_t:3722 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:2.28 +2026-01-08 10:55:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.34 total_reward_ma:-7.35 loss:-0.02999 fps:1575 +frame:5.87e+06 wall_t:3728 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:2.082 +2026-01-08 10:55:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-7.35 loss:-0.02988 fps:1575 +frame:5.88e+06 wall_t:3734 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:2.192 +2026-01-08 10:55:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.19 total_reward_ma:-7.35 loss:-0.03205 fps:1575 +frame:5.89e+06 wall_t:3740 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:2.148 +2026-01-08 10:55:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.27 total_reward_ma:-7.35 loss:-0.03175 fps:1575 +frame:5.90e+06 wall_t:3746 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:2.238 +2026-01-08 10:55:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.27 total_reward_ma:-7.35 loss:-0.03295 fps:1575 +frame:5.91e+06 wall_t:3752 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:2.346 +2026-01-08 10:55:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.35 loss:-0.03437 fps:1575 +frame:5.92e+06 wall_t:3759 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:2.318 +2026-01-08 10:55:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-7.35 loss:-0.03144 fps:1575 +frame:5.93e+06 wall_t:3765 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:2.233 +2026-01-08 10:55:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.10 total_reward_ma:-7.35 loss:-0.03281 fps:1575 +frame:5.94e+06 wall_t:3771 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:2.341 +2026-01-08 10:55:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.08 total_reward_ma:-7.35 loss:-0.03082 fps:1575 +frame:5.95e+06 wall_t:3777 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:2.314 +2026-01-08 10:55:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.08 total_reward_ma:-7.35 loss:-0.03204 fps:1575 +frame:5.96e+06 wall_t:3783 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:2.293 +2026-01-08 10:56:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.22 total_reward_ma:-7.35 loss:-0.0349 fps:1575 +frame:5.97e+06 wall_t:3790 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:2.345 +2026-01-08 10:56:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-7.35 loss:-0.03351 fps:1575 +frame:5.98e+06 wall_t:3796 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:2.315 +2026-01-08 10:56:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.18 total_reward_ma:-7.34 loss:-0.03176 fps:1575 +frame:5.99e+06 wall_t:3802 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:2.313 +2026-01-08 10:56:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.13 total_reward_ma:-7.34 loss:-0.03288 fps:1575 +frame:6.00e+06 wall_t:3809 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:2.388 +2026-01-08 10:56:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.13 total_reward_ma:-7.33 loss:-0.03408 fps:1575 +frame:6.01e+06 wall_t:3815 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:2.412 +2026-01-08 10:56:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.05 total_reward_ma:-7.33 loss:-0.03258 fps:1576 +frame:6.02e+06 wall_t:3821 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:2.374 +2026-01-08 10:56:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.03 total_reward_ma:-7.32 loss:-0.0348 fps:1576 +frame:6.03e+06 wall_t:3827 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:2.289 +2026-01-08 10:56:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.07 total_reward_ma:-7.32 loss:-0.03346 fps:1575 +frame:6.04e+06 wall_t:3834 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:2.314 +2026-01-08 10:56:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-7.31 loss:-0.03474 fps:1576 +frame:6.05e+06 wall_t:3840 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:2.296 +2026-01-08 10:57:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.24 total_reward_ma:-7.31 loss:-0.03022 fps:1576 +frame:6.06e+06 wall_t:3845 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:2.28 +2026-01-08 10:57:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.45 total_reward_ma:-7.30 loss:-0.03308 fps:1576 +frame:6.07e+06 wall_t:3852 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:2.406 +2026-01-08 10:57:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.31 total_reward_ma:-7.30 loss:-0.03178 fps:1576 +frame:6.08e+06 wall_t:3858 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:2.384 +2026-01-08 10:57:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-7.30 loss:-0.02995 fps:1576 +frame:6.09e+06 wall_t:3864 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:2.307 +2026-01-08 10:57:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.29 loss:-0.0326 fps:1576 +frame:6.10e+06 wall_t:3870 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:2.315 +2026-01-08 10:57:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.19 total_reward_ma:-7.28 loss:-0.03156 fps:1576 +frame:6.11e+06 wall_t:3877 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:2.163 +2026-01-08 10:57:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.25 total_reward_ma:-7.28 loss:-0.03134 fps:1576 +frame:6.12e+06 wall_t:3883 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:2.177 +2026-01-08 10:57:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.14 total_reward_ma:-7.27 loss:-0.03056 fps:1576 +frame:6.13e+06 wall_t:3889 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:2.244 +2026-01-08 10:57:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-7.27 loss:-0.03074 fps:1576 +frame:6.14e+06 wall_t:3895 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:2.31 +2026-01-08 10:57:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.18 total_reward_ma:-7.26 loss:-0.03223 fps:1577 +frame:6.15e+06 wall_t:3901 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:2.344 +2026-01-08 10:58:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-7.26 loss:-0.03012 fps:1577 +frame:6.16e+06 wall_t:3907 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:2.17 +2026-01-08 10:58:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-7.25 loss:-0.03116 fps:1577 +frame:6.17e+06 wall_t:3913 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:2.154 +2026-01-08 10:58:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.01 total_reward_ma:-7.25 loss:-0.03191 fps:1577 +frame:6.18e+06 wall_t:3920 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 10:58:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.01 total_reward_ma:-7.24 loss:-0.03176 fps:1577 +frame:6.19e+06 wall_t:3926 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:2.24 +2026-01-08 10:58:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.07 total_reward_ma:-7.24 loss:-0.03402 fps:1577 +frame:6.20e+06 wall_t:3932 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:2.32 +2026-01-08 10:58:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.99 total_reward_ma:-7.23 loss:-0.03124 fps:1577 +frame:6.21e+06 wall_t:3938 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:2.246 +2026-01-08 10:58:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-7.23 loss:-0.0299 fps:1577 +frame:6.22e+06 wall_t:3945 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:2.138 +2026-01-08 10:58:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.88 total_reward_ma:-7.22 loss:-0.03213 fps:1577 +frame:6.23e+06 wall_t:3950 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:2.013 +2026-01-08 10:58:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.96 total_reward_ma:-7.21 loss:-0.03101 fps:1577 +frame:6.24e+06 wall_t:3957 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:2.168 +2026-01-08 10:58:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.94 total_reward_ma:-7.21 loss:-0.02903 fps:1577 +frame:6.25e+06 wall_t:3963 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:2.209 +2026-01-08 10:59:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.07 total_reward_ma:-7.20 loss:-0.03063 fps:1577 +frame:6.26e+06 wall_t:3969 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:2.318 +2026-01-08 10:59:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-7.20 loss:-0.03195 fps:1577 +frame:6.27e+06 wall_t:3975 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:2.298 +2026-01-08 10:59:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.01 total_reward_ma:-7.20 loss:-0.03006 fps:1577 +frame:6.28e+06 wall_t:3982 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:2.265 +2026-01-08 10:59:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.03 total_reward_ma:-7.20 loss:-0.03324 fps:1577 +frame:6.29e+06 wall_t:3988 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:2.414 +2026-01-08 10:59:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.03 total_reward_ma:-7.20 loss:-0.03096 fps:1577 +frame:6.30e+06 wall_t:3994 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:2.235 +2026-01-08 10:59:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.95 total_reward_ma:-7.20 loss:-0.03144 fps:1577 +frame:6.31e+06 wall_t:4001 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:2.363 +2026-01-08 10:59:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-7.20 loss:-0.03095 fps:1578 +frame:6.32e+06 wall_t:4006 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:2.215 +2026-01-08 10:59:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.99 total_reward_ma:-7.20 loss:-0.03159 fps:1577 +frame:6.33e+06 wall_t:4013 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:2.415 +2026-01-08 10:59:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-7.20 loss:-0.03371 fps:1578 +frame:6.34e+06 wall_t:4019 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:2.328 +2026-01-08 11:00:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-7.20 loss:-0.03103 fps:1577 +frame:6.35e+06 wall_t:4026 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 11:00:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.07 total_reward_ma:-7.20 loss:-0.03201 fps:1577 +frame:6.36e+06 wall_t:4032 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:2.337 +2026-01-08 11:00:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.14 total_reward_ma:-7.20 loss:-0.0329 fps:1577 +frame:6.37e+06 wall_t:4039 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:2.407 +2026-01-08 11:00:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.08 total_reward_ma:-7.20 loss:-0.03175 fps:1577 +frame:6.38e+06 wall_t:4045 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:2.399 +2026-01-08 11:00:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.89 total_reward_ma:-7.20 loss:-0.03118 fps:1577 +frame:6.39e+06 wall_t:4052 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:2.259 +2026-01-08 11:00:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-7.21 loss:-0.03106 fps:1577 +frame:6.40e+06 wall_t:4058 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:2.298 +2026-01-08 11:00:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.93 total_reward_ma:-7.21 loss:-0.03142 fps:1577 +frame:6.41e+06 wall_t:4064 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:2.354 +2026-01-08 11:00:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-7.21 loss:-0.03229 fps:1577 +frame:6.42e+06 wall_t:4070 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:2.297 +2026-01-08 11:00:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.87 total_reward_ma:-7.21 loss:-0.03279 fps:1578 +frame:6.43e+06 wall_t:4076 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:2.341 +2026-01-08 11:00:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.89 total_reward_ma:-7.21 loss:-0.03229 fps:1577 +frame:6.44e+06 wall_t:4083 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:2.339 +2026-01-08 11:01:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.96 total_reward_ma:-7.22 loss:-0.03002 fps:1577 +frame:6.45e+06 wall_t:4089 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:2.182 +2026-01-08 11:01:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-7.22 loss:-0.03208 fps:1578 +frame:6.46e+06 wall_t:4095 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:2.126 +2026-01-08 11:01:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.98 total_reward_ma:-7.22 loss:-0.03131 fps:1577 +frame:6.47e+06 wall_t:4102 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:2.228 +2026-01-08 11:01:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.99 total_reward_ma:-7.22 loss:-0.02934 fps:1577 +frame:6.48e+06 wall_t:4108 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:2.218 +2026-01-08 11:01:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.00 total_reward_ma:-7.22 loss:-0.03169 fps:1578 +frame:6.49e+06 wall_t:4114 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:2.384 +2026-01-08 11:01:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.15 total_reward_ma:-7.23 loss:-0.03159 fps:1578 +frame:6.50e+06 wall_t:4120 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:2.097 +2026-01-08 11:01:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-7.23 loss:-0.03227 fps:1577 +frame:6.51e+06 wall_t:4127 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:2.351 +2026-01-08 11:01:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-7.23 loss:-0.03035 fps:1578 +frame:6.52e+06 wall_t:4133 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:2.284 +2026-01-08 11:01:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-7.23 loss:-0.03136 fps:1577 +frame:6.53e+06 wall_t:4140 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:2.324 +2026-01-08 11:02:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.30 total_reward_ma:-7.23 loss:-0.03166 fps:1577 +frame:6.54e+06 wall_t:4146 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:2.289 +2026-01-08 11:02:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.30 total_reward_ma:-7.24 loss:-0.03055 fps:1578 +frame:6.55e+06 wall_t:4152 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:2.158 +2026-01-08 11:02:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.32 total_reward_ma:-7.24 loss:-0.03126 fps:1578 +frame:6.56e+06 wall_t:4158 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:2.271 +2026-01-08 11:02:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.30 total_reward_ma:-7.24 loss:-0.03169 fps:1578 +frame:6.57e+06 wall_t:4164 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:2.289 +2026-01-08 11:02:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.24 loss:-0.02966 fps:1578 +frame:6.58e+06 wall_t:4170 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:2.147 +2026-01-08 11:02:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-7.24 loss:-0.02981 fps:1578 +frame:6.59e+06 wall_t:4177 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:2.183 +2026-01-08 11:02:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-7.24 loss:-0.03104 fps:1578 +frame:6.60e+06 wall_t:4183 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:2.263 +2026-01-08 11:02:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-7.23 loss:-0.03123 fps:1578 +frame:6.61e+06 wall_t:4190 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:2.272 +2026-01-08 11:02:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.44 total_reward_ma:-7.23 loss:-0.03284 fps:1578 +frame:6.62e+06 wall_t:4196 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:2.183 +2026-01-08 11:02:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.54 total_reward_ma:-7.23 loss:-0.03002 fps:1578 +frame:6.63e+06 wall_t:4202 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:2.102 +2026-01-08 11:03:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.67 total_reward_ma:-7.23 loss:-0.03023 fps:1578 +frame:6.64e+06 wall_t:4209 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:2.299 +2026-01-08 11:03:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.66 total_reward_ma:-7.23 loss:-0.03234 fps:1578 +frame:6.65e+06 wall_t:4215 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:2.312 +2026-01-08 11:03:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.70 total_reward_ma:-7.23 loss:-0.03166 fps:1578 +frame:6.66e+06 wall_t:4221 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:2.229 +2026-01-08 11:03:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.67 total_reward_ma:-7.23 loss:-0.03182 fps:1578 +frame:6.67e+06 wall_t:4227 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:2.255 +2026-01-08 11:03:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.75 total_reward_ma:-7.23 loss:-0.03125 fps:1578 +frame:6.68e+06 wall_t:4233 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:2.24 +2026-01-08 11:03:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.79 total_reward_ma:-7.23 loss:-0.03333 fps:1578 +frame:6.69e+06 wall_t:4240 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:2.363 +2026-01-08 11:03:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.80 total_reward_ma:-7.23 loss:-0.03337 fps:1578 +frame:6.70e+06 wall_t:4246 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:2.271 +2026-01-08 11:03:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.90 total_reward_ma:-7.23 loss:-0.031 fps:1578 +frame:6.71e+06 wall_t:4252 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:2.156 +2026-01-08 11:03:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.92 total_reward_ma:-7.24 loss:-0.03092 fps:1578 +frame:6.72e+06 wall_t:4258 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:2.213 +2026-01-08 11:03:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.93 total_reward_ma:-7.24 loss:-0.02938 fps:1578 +frame:6.73e+06 wall_t:4265 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:2.127 +2026-01-08 11:04:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.05 total_reward_ma:-7.24 loss:-0.02832 fps:1578 +frame:6.74e+06 wall_t:4271 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:2.26 +2026-01-08 11:04:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.01 total_reward_ma:-7.25 loss:-0.02819 fps:1579 +frame:6.75e+06 wall_t:4276 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:2.117 +2026-01-08 11:04:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.94 total_reward_ma:-7.25 loss:-0.02994 fps:1578 +frame:6.76e+06 wall_t:4283 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:2.118 +2026-01-08 11:04:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.91 total_reward_ma:-7.25 loss:-0.03117 fps:1578 +frame:6.77e+06 wall_t:4289 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:2.362 +2026-01-08 11:04:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.95 total_reward_ma:-7.26 loss:-0.03094 fps:1579 +frame:6.78e+06 wall_t:4295 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:2.268 +2026-01-08 11:04:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.04 total_reward_ma:-7.26 loss:-0.0297 fps:1579 +frame:6.79e+06 wall_t:4301 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:2.251 +2026-01-08 11:04:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-7.27 loss:-0.03036 fps:1578 +frame:6.80e+06 wall_t:4308 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:2.354 +2026-01-08 11:04:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.27 total_reward_ma:-7.27 loss:-0.02874 fps:1579 +frame:6.81e+06 wall_t:4314 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:2.223 +2026-01-08 11:04:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.18 total_reward_ma:-7.28 loss:-0.0313 fps:1579 +frame:6.82e+06 wall_t:4320 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:2.208 +2026-01-08 11:05:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.18 total_reward_ma:-7.29 loss:-0.02859 fps:1579 +frame:6.83e+06 wall_t:4326 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:2.152 +2026-01-08 11:05:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.98 total_reward_ma:-7.30 loss:-0.03001 fps:1579 +frame:6.84e+06 wall_t:4332 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:2.276 +2026-01-08 11:05:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.99 total_reward_ma:-7.31 loss:-0.03084 fps:1579 +frame:6.85e+06 wall_t:4338 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:2.231 +2026-01-08 11:05:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.96 total_reward_ma:-7.31 loss:-0.0283 fps:1579 +frame:6.86e+06 wall_t:4345 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:2.145 +2026-01-08 11:05:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.99 total_reward_ma:-7.32 loss:-0.03063 fps:1579 +frame:6.87e+06 wall_t:4351 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:2.321 +2026-01-08 11:05:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.04 total_reward_ma:-7.33 loss:-0.02793 fps:1579 +frame:6.88e+06 wall_t:4357 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:2.18 +2026-01-08 11:05:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.07 total_reward_ma:-7.34 loss:-0.02789 fps:1579 +frame:6.89e+06 wall_t:4364 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:2.131 +2026-01-08 11:05:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-8.10 total_reward_ma:-7.34 loss:-0.02987 fps:1579 +frame:6.90e+06 wall_t:4370 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:2.231 +2026-01-08 11:05:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.99 total_reward_ma:-7.35 loss:-0.02626 fps:1579 +frame:6.91e+06 wall_t:4376 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:2.138 +2026-01-08 11:05:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.84 total_reward_ma:-7.36 loss:-0.03003 fps:1579 +frame:6.92e+06 wall_t:4382 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:2.226 +2026-01-08 11:06:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.84 total_reward_ma:-7.36 loss:-0.03153 fps:1579 +frame:6.93e+06 wall_t:4389 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:2.298 +2026-01-08 11:06:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-7.37 loss:-0.03072 fps:1579 +frame:6.94e+06 wall_t:4395 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:2.237 +2026-01-08 11:06:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.44 total_reward_ma:-7.37 loss:-0.02893 fps:1579 +frame:6.95e+06 wall_t:4402 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:2.217 +2026-01-08 11:06:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.43 total_reward_ma:-7.38 loss:-0.03145 fps:1579 +frame:6.96e+06 wall_t:4408 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:2.307 +2026-01-08 11:06:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-7.38 loss:-0.02918 fps:1579 +frame:6.97e+06 wall_t:4414 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:2.295 +2026-01-08 11:06:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-7.38 loss:-0.02904 fps:1579 +frame:6.98e+06 wall_t:4420 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:2.197 +2026-01-08 11:06:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.24 total_reward_ma:-7.38 loss:-0.03138 fps:1579 +frame:6.99e+06 wall_t:4427 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:2.229 +2026-01-08 11:06:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.15 total_reward_ma:-7.38 loss:-0.02689 fps:1579 +frame:7.00e+06 wall_t:4432 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:2.238 +2026-01-08 11:06:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-7.38 loss:-0.03048 fps:1580 +frame:7.01e+06 wall_t:4438 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:2.292 +2026-01-08 11:06:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.04 total_reward_ma:-7.38 loss:-0.02978 fps:1579 +frame:7.02e+06 wall_t:4445 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:2.411 +2026-01-08 11:07:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-7.38 loss:-0.03018 fps:1579 +frame:7.03e+06 wall_t:4451 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:2.172 +2026-01-08 11:07:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.90 total_reward_ma:-7.38 loss:-0.03202 fps:1580 +frame:7.04e+06 wall_t:4457 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:2.329 +2026-01-08 11:07:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.93 total_reward_ma:-7.38 loss:-0.0327 fps:1580 +frame:7.05e+06 wall_t:4463 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:2.435 +2026-01-08 11:07:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.80 total_reward_ma:-7.37 loss:-0.03163 fps:1580 +frame:7.06e+06 wall_t:4469 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:2.361 +2026-01-08 11:07:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-7.37 loss:-0.0312 fps:1580 +frame:7.07e+06 wall_t:4476 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:2.337 +2026-01-08 11:07:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.92 total_reward_ma:-7.36 loss:-0.02993 fps:1580 +frame:7.08e+06 wall_t:4482 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:2.328 +2026-01-08 11:07:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.92 total_reward_ma:-7.36 loss:-0.02919 fps:1580 +frame:7.09e+06 wall_t:4488 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:2.106 +2026-01-08 11:07:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-7.36 loss:-0.02915 fps:1580 +frame:7.10e+06 wall_t:4495 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:2.281 +2026-01-08 11:07:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.89 total_reward_ma:-7.35 loss:-0.03071 fps:1580 +frame:7.11e+06 wall_t:4501 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:2.194 +2026-01-08 11:08:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-7.35 loss:-0.03094 fps:1580 +frame:7.12e+06 wall_t:4507 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:2.44 +2026-01-08 11:08:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.65 total_reward_ma:-7.34 loss:-0.03221 fps:1580 +frame:7.13e+06 wall_t:4514 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:2.36 +2026-01-08 11:08:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.57 total_reward_ma:-7.34 loss:-0.03118 fps:1580 +frame:7.14e+06 wall_t:4520 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:2.336 +2026-01-08 11:08:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.70 total_reward_ma:-7.33 loss:-0.02991 fps:1579 +frame:7.15e+06 wall_t:4527 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:2.316 +2026-01-08 11:08:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.70 total_reward_ma:-7.33 loss:-0.03112 fps:1580 +frame:7.16e+06 wall_t:4533 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:2.363 +2026-01-08 11:08:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.66 total_reward_ma:-7.32 loss:-0.02932 fps:1580 +frame:7.17e+06 wall_t:4539 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:2.402 +2026-01-08 11:08:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.61 total_reward_ma:-7.32 loss:-0.0297 fps:1580 +frame:7.18e+06 wall_t:4545 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:2.095 +2026-01-08 11:08:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.65 total_reward_ma:-7.32 loss:-0.03196 fps:1580 +frame:7.19e+06 wall_t:4552 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:2.354 +2026-01-08 11:08:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.60 total_reward_ma:-7.31 loss:-0.02829 fps:1580 +frame:7.20e+06 wall_t:4558 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:2.259 +2026-01-08 11:08:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.52 total_reward_ma:-7.31 loss:-0.03152 fps:1580 +frame:7.21e+06 wall_t:4564 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:2.278 +2026-01-08 11:09:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.42 total_reward_ma:-7.30 loss:-0.0302 fps:1580 +frame:7.22e+06 wall_t:4571 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:2.226 +2026-01-08 11:09:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.50 total_reward_ma:-7.30 loss:-0.02918 fps:1580 +frame:7.23e+06 wall_t:4577 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:2.255 +2026-01-08 11:09:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.52 total_reward_ma:-7.29 loss:-0.03055 fps:1580 +frame:7.24e+06 wall_t:4583 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:2.345 +2026-01-08 11:09:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.67 total_reward_ma:-7.29 loss:-0.03141 fps:1580 +frame:7.25e+06 wall_t:4590 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:2.314 +2026-01-08 11:09:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.78 total_reward_ma:-7.29 loss:-0.02871 fps:1580 +frame:7.26e+06 wall_t:4595 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:2.222 +2026-01-08 11:09:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.84 total_reward_ma:-7.28 loss:-0.03094 fps:1580 +frame:7.27e+06 wall_t:4602 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:2.351 +2026-01-08 11:09:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.85 total_reward_ma:-7.28 loss:-0.02996 fps:1580 +frame:7.28e+06 wall_t:4608 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:2.256 +2026-01-08 11:09:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.85 total_reward_ma:-7.28 loss:-0.02853 fps:1580 +frame:7.29e+06 wall_t:4615 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:2.136 +2026-01-08 11:09:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.81 total_reward_ma:-7.28 loss:-0.0292 fps:1580 +frame:7.30e+06 wall_t:4621 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:2.261 +2026-01-08 11:10:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.79 total_reward_ma:-7.28 loss:-0.02665 fps:1580 +frame:7.31e+06 wall_t:4627 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:2.104 +2026-01-08 11:10:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.82 total_reward_ma:-7.28 loss:-0.02754 fps:1580 +frame:7.32e+06 wall_t:4634 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:2.137 +2026-01-08 11:10:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.64 total_reward_ma:-7.27 loss:-0.02815 fps:1580 +frame:7.33e+06 wall_t:4640 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:2.132 +2026-01-08 11:10:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.55 total_reward_ma:-7.27 loss:-0.03311 fps:1580 +frame:7.34e+06 wall_t:4646 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:2.365 +2026-01-08 11:10:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.57 total_reward_ma:-7.26 loss:-0.0298 fps:1580 +frame:7.35e+06 wall_t:4653 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:2.236 +2026-01-08 11:10:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.47 total_reward_ma:-7.26 loss:-0.0301 fps:1580 +frame:7.36e+06 wall_t:4659 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:2.309 +2026-01-08 11:10:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.44 total_reward_ma:-7.25 loss:-0.02852 fps:1580 +frame:7.37e+06 wall_t:4665 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:2.238 +2026-01-08 11:10:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.39 total_reward_ma:-7.24 loss:-0.03 fps:1580 +frame:7.38e+06 wall_t:4671 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:2.222 +2026-01-08 11:10:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.40 total_reward_ma:-7.24 loss:-0.02803 fps:1580 +frame:7.39e+06 wall_t:4677 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:2.289 +2026-01-08 11:10:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.22 total_reward_ma:-7.23 loss:-0.0303 fps:1580 +frame:7.40e+06 wall_t:4683 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:2.21 +2026-01-08 11:11:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-7.22 loss:-0.02982 fps:1580 +frame:7.41e+06 wall_t:4690 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:2.336 +2026-01-08 11:11:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-7.22 loss:-0.03064 fps:1580 +frame:7.42e+06 wall_t:4696 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:2.212 +2026-01-08 11:11:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-7.21 loss:-0.03114 fps:1580 +frame:7.43e+06 wall_t:4702 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:2.299 +2026-01-08 11:11:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.05 total_reward_ma:-7.20 loss:-0.02966 fps:1580 +frame:7.44e+06 wall_t:4708 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:2.379 +2026-01-08 11:11:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-7.19 loss:-0.03002 fps:1580 +frame:7.45e+06 wall_t:4714 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:2.398 +2026-01-08 11:11:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-7.18 loss:-0.03096 fps:1580 +frame:7.46e+06 wall_t:4721 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:2.329 +2026-01-08 11:11:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-7.17 loss:-0.02819 fps:1580 +frame:7.47e+06 wall_t:4727 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:2.296 +2026-01-08 11:11:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-7.16 loss:-0.03148 fps:1580 +frame:7.48e+06 wall_t:4733 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:2.37 +2026-01-08 11:11:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-7.15 loss:-0.03053 fps:1581 +frame:7.49e+06 wall_t:4739 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:2.444 +2026-01-08 11:12:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-7.14 loss:-0.03009 fps:1581 +frame:7.50e+06 wall_t:4745 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:2.383 +2026-01-08 11:12:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-7.13 loss:-0.02974 fps:1581 +frame:7.51e+06 wall_t:4751 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:2.348 +2026-01-08 11:12:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-7.12 loss:-0.03136 fps:1581 +frame:7.52e+06 wall_t:4757 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:2.427 +2026-01-08 11:12:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-7.11 loss:-0.03076 fps:1581 +frame:7.53e+06 wall_t:4763 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:2.388 +2026-01-08 11:12:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-7.10 loss:-0.03013 fps:1581 +frame:7.54e+06 wall_t:4770 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:2.47 +2026-01-08 11:12:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.03 total_reward_ma:-7.08 loss:-0.03492 fps:1581 +frame:7.55e+06 wall_t:4776 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:2.417 +2026-01-08 11:12:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-7.07 loss:-0.03251 fps:1581 +frame:7.56e+06 wall_t:4782 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:2.56 +2026-01-08 11:12:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.94 total_reward_ma:-7.06 loss:-0.03161 fps:1581 +frame:7.57e+06 wall_t:4789 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:2.399 +2026-01-08 11:12:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.92 total_reward_ma:-7.04 loss:-0.03023 fps:1581 +frame:7.58e+06 wall_t:4795 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:2.414 +2026-01-08 11:12:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.95 total_reward_ma:-7.03 loss:-0.02908 fps:1581 +frame:7.59e+06 wall_t:4801 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:2.329 +2026-01-08 11:13:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.94 total_reward_ma:-7.02 loss:-0.0316 fps:1581 +frame:7.60e+06 wall_t:4807 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:2.37 +2026-01-08 11:13:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.88 total_reward_ma:-7.00 loss:-0.03155 fps:1581 +frame:7.61e+06 wall_t:4813 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:2.386 +2026-01-08 11:13:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.80 total_reward_ma:-6.98 loss:-0.03051 fps:1581 +frame:7.62e+06 wall_t:4820 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:2.394 +2026-01-08 11:13:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.97 loss:-0.02976 fps:1581 +frame:7.63e+06 wall_t:4826 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:2.285 +2026-01-08 11:13:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.95 loss:-0.03062 fps:1581 +frame:7.64e+06 wall_t:4832 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:2.338 +2026-01-08 11:13:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.93 loss:-0.03073 fps:1581 +frame:7.65e+06 wall_t:4839 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:2.283 +2026-01-08 11:13:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.05 total_reward_ma:-6.92 loss:-0.03021 fps:1581 +frame:7.66e+06 wall_t:4845 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:2.323 +2026-01-08 11:13:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.93 total_reward_ma:-6.90 loss:-0.02856 fps:1581 +frame:7.67e+06 wall_t:4851 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:2.294 +2026-01-08 11:13:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.88 loss:-0.02904 fps:1581 +frame:7.68e+06 wall_t:4857 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:2.186 +2026-01-08 11:13:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.87 loss:-0.02966 fps:1581 +frame:7.69e+06 wall_t:4863 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:2.232 +2026-01-08 11:14:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.85 loss:-0.03047 fps:1581 +frame:7.70e+06 wall_t:4869 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:2.314 +2026-01-08 11:14:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.83 loss:-0.03059 fps:1582 +frame:7.71e+06 wall_t:4875 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:2.303 +2026-01-08 11:14:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.22 total_reward_ma:-6.81 loss:-0.02821 fps:1581 +frame:7.72e+06 wall_t:4882 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 11:14:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.80 loss:-0.02898 fps:1581 +frame:7.73e+06 wall_t:4888 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:2.375 +2026-01-08 11:14:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.78 loss:-0.02931 fps:1582 +frame:7.74e+06 wall_t:4894 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:2.338 +2026-01-08 11:14:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.76 loss:-0.03091 fps:1582 +frame:7.75e+06 wall_t:4900 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:2.345 +2026-01-08 11:14:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.74 loss:-0.0315 fps:1581 +frame:7.76e+06 wall_t:4907 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:2.408 +2026-01-08 11:14:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.72 loss:-0.02931 fps:1582 +frame:7.77e+06 wall_t:4913 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:2.444 +2026-01-08 11:14:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.71 loss:-0.03174 fps:1582 +frame:7.78e+06 wall_t:4919 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:2.454 +2026-01-08 11:15:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.69 loss:-0.02988 fps:1582 +frame:7.79e+06 wall_t:4925 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:2.378 +2026-01-08 11:15:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.01 total_reward_ma:-6.66 loss:-0.03029 fps:1582 +frame:7.80e+06 wall_t:4931 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:2.425 +2026-01-08 11:15:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.03 total_reward_ma:-6.64 loss:-0.03116 fps:1582 +frame:7.81e+06 wall_t:4938 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:2.379 +2026-01-08 11:15:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.62 loss:-0.02988 fps:1582 +frame:7.82e+06 wall_t:4944 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:2.304 +2026-01-08 11:15:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.60 loss:-0.0299 fps:1582 +frame:7.83e+06 wall_t:4950 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:2.404 +2026-01-08 11:15:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.58 loss:-0.029 fps:1582 +frame:7.84e+06 wall_t:4956 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:2.384 +2026-01-08 11:15:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.56 loss:-0.02894 fps:1582 +frame:7.85e+06 wall_t:4963 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:2.171 +2026-01-08 11:15:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.54 loss:-0.03011 fps:1582 +frame:7.86e+06 wall_t:4968 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:2.229 +2026-01-08 11:15:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.33 total_reward_ma:-6.53 loss:-0.0293 fps:1582 +frame:7.87e+06 wall_t:4975 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:2.406 +2026-01-08 11:15:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.51 loss:-0.0301 fps:1582 +frame:7.88e+06 wall_t:4981 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:2.327 +2026-01-08 11:16:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.38 total_reward_ma:-6.49 loss:-0.02798 fps:1582 +frame:7.89e+06 wall_t:4987 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:2.244 +2026-01-08 11:16:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.36 total_reward_ma:-6.48 loss:-0.02989 fps:1582 +frame:7.90e+06 wall_t:4994 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:2.253 +2026-01-08 11:16:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.46 loss:-0.02811 fps:1582 +frame:7.91e+06 wall_t:5000 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:2.349 +2026-01-08 11:16:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.44 loss:-0.02905 fps:1582 +frame:7.92e+06 wall_t:5006 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:2.335 +2026-01-08 11:16:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.22 total_reward_ma:-6.43 loss:-0.03116 fps:1582 +frame:7.93e+06 wall_t:5013 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:2.377 +2026-01-08 11:16:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.32 total_reward_ma:-6.41 loss:-0.02886 fps:1582 +frame:7.94e+06 wall_t:5018 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:2.328 +2026-01-08 11:16:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.36 total_reward_ma:-6.40 loss:-0.03019 fps:1582 +frame:7.95e+06 wall_t:5025 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:2.286 +2026-01-08 11:16:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.32 total_reward_ma:-6.39 loss:-0.02854 fps:1582 +frame:7.96e+06 wall_t:5031 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:2.334 +2026-01-08 11:16:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.30 total_reward_ma:-6.38 loss:-0.03108 fps:1582 +frame:7.97e+06 wall_t:5038 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:2.383 +2026-01-08 11:16:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.38 total_reward_ma:-6.37 loss:-0.02966 fps:1582 +frame:7.98e+06 wall_t:5044 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:2.288 +2026-01-08 11:17:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.42 total_reward_ma:-6.36 loss:-0.02877 fps:1582 +frame:7.99e+06 wall_t:5050 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:2.358 +2026-01-08 11:17:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.47 total_reward_ma:-6.36 loss:-0.0277 fps:1582 +frame:8.00e+06 wall_t:5057 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:2.16 +2026-01-08 11:17:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.49 total_reward_ma:-6.35 loss:-0.02969 fps:1582 +frame:8.01e+06 wall_t:5063 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:2.105 +2026-01-08 11:17:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.47 total_reward_ma:-6.34 loss:-0.02856 fps:1582 +frame:8.02e+06 wall_t:5069 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:2.159 +2026-01-08 11:17:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.56 total_reward_ma:-6.34 loss:-0.02657 fps:1582 +frame:8.03e+06 wall_t:5075 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:2.112 +2026-01-08 11:17:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.59 total_reward_ma:-6.34 loss:-0.02899 fps:1582 +frame:8.04e+06 wall_t:5081 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:2.267 +2026-01-08 11:17:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.61 total_reward_ma:-6.33 loss:-0.02707 fps:1582 +frame:8.05e+06 wall_t:5088 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:2.176 +2026-01-08 11:17:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.68 total_reward_ma:-6.33 loss:-0.02762 fps:1582 +frame:8.06e+06 wall_t:5094 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:2.263 +2026-01-08 11:17:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.82 total_reward_ma:-6.33 loss:-0.02961 fps:1582 +frame:8.07e+06 wall_t:5100 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:2.324 +2026-01-08 11:18:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.80 total_reward_ma:-6.33 loss:-0.03088 fps:1582 +frame:8.08e+06 wall_t:5106 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:2.308 +2026-01-08 11:18:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.83 total_reward_ma:-6.33 loss:-0.03063 fps:1582 +frame:8.09e+06 wall_t:5113 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:2.316 +2026-01-08 11:18:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-6.33 loss:-0.02876 fps:1582 +frame:8.10e+06 wall_t:5119 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:2.339 +2026-01-08 11:18:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.01 total_reward_ma:-6.33 loss:-0.02793 fps:1582 +frame:8.11e+06 wall_t:5125 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:2.164 +2026-01-08 11:18:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.01 total_reward_ma:-6.33 loss:-0.02901 fps:1583 +frame:8.12e+06 wall_t:5131 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:2.24 +2026-01-08 11:18:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.04 total_reward_ma:-6.34 loss:-0.02834 fps:1582 +frame:8.13e+06 wall_t:5138 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:2.314 +2026-01-08 11:18:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.99 total_reward_ma:-6.34 loss:-0.03034 fps:1582 +frame:8.14e+06 wall_t:5144 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:2.428 +2026-01-08 11:18:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-6.34 loss:-0.02991 fps:1583 +frame:8.15e+06 wall_t:5150 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:2.269 +2026-01-08 11:18:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.89 total_reward_ma:-6.35 loss:-0.02943 fps:1582 +frame:8.16e+06 wall_t:5157 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:2.357 +2026-01-08 11:18:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.82 total_reward_ma:-6.35 loss:-0.03115 fps:1582 +frame:8.17e+06 wall_t:5163 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:2.405 +2026-01-08 11:19:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.74 total_reward_ma:-6.35 loss:-0.02806 fps:1583 +frame:8.18e+06 wall_t:5169 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:2.329 +2026-01-08 11:19:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.69 total_reward_ma:-6.35 loss:-0.0296 fps:1582 +frame:8.19e+06 wall_t:5176 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:2.366 +2026-01-08 11:19:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.60 total_reward_ma:-6.35 loss:-0.02764 fps:1583 +frame:8.20e+06 wall_t:5181 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:2.301 +2026-01-08 11:19:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.46 total_reward_ma:-6.35 loss:-0.02822 fps:1583 +frame:8.21e+06 wall_t:5187 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:2.301 +2026-01-08 11:19:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.49 total_reward_ma:-6.35 loss:-0.02865 fps:1583 +frame:8.22e+06 wall_t:5194 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:2.263 +2026-01-08 11:19:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.56 total_reward_ma:-6.35 loss:-0.0284 fps:1583 +frame:8.23e+06 wall_t:5200 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:2.354 +2026-01-08 11:19:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.67 total_reward_ma:-6.35 loss:-0.03124 fps:1583 +frame:8.24e+06 wall_t:5206 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:2.362 +2026-01-08 11:19:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.78 total_reward_ma:-6.35 loss:-0.03 fps:1583 +frame:8.25e+06 wall_t:5213 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:2.339 +2026-01-08 11:19:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.67 total_reward_ma:-6.35 loss:-0.02958 fps:1583 +frame:8.26e+06 wall_t:5219 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:2.371 +2026-01-08 11:20:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.65 total_reward_ma:-6.35 loss:-0.02905 fps:1583 +frame:8.27e+06 wall_t:5225 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:2.271 +2026-01-08 11:20:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.47 total_reward_ma:-6.35 loss:-0.02899 fps:1583 +frame:8.28e+06 wall_t:5231 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:2.329 +2026-01-08 11:20:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.50 total_reward_ma:-6.34 loss:-0.02809 fps:1583 +frame:8.29e+06 wall_t:5238 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:2.352 +2026-01-08 11:20:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.52 total_reward_ma:-6.34 loss:-0.0303 fps:1583 +frame:8.30e+06 wall_t:5244 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:2.287 +2026-01-08 11:20:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.61 total_reward_ma:-6.34 loss:-0.02784 fps:1583 +frame:8.31e+06 wall_t:5251 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:2.31 +2026-01-08 11:20:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.58 total_reward_ma:-6.34 loss:-0.02761 fps:1583 +frame:8.32e+06 wall_t:5257 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:2.151 +2026-01-08 11:20:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.54 total_reward_ma:-6.33 loss:-0.02921 fps:1582 +frame:8.33e+06 wall_t:5264 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:2.212 +2026-01-08 11:20:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.50 total_reward_ma:-6.33 loss:-0.0271 fps:1583 +frame:8.34e+06 wall_t:5270 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:2.349 +2026-01-08 11:20:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.41 total_reward_ma:-6.33 loss:-0.02836 fps:1583 +frame:8.35e+06 wall_t:5276 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:2.268 +2026-01-08 11:20:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.42 total_reward_ma:-6.33 loss:-0.02429 fps:1582 +frame:8.36e+06 wall_t:5283 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.989 +2026-01-08 11:21:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.36 total_reward_ma:-6.33 loss:-0.02804 fps:1583 +frame:8.37e+06 wall_t:5288 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:2.132 +2026-01-08 11:21:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.33 loss:-0.02753 fps:1583 +frame:8.38e+06 wall_t:5295 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:2.157 +2026-01-08 11:21:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-6.33 loss:-0.02882 fps:1583 +frame:8.39e+06 wall_t:5301 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:2.343 +2026-01-08 11:21:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.33 loss:-0.02613 fps:1583 +frame:8.40e+06 wall_t:5307 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.977 +2026-01-08 11:21:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.33 loss:-0.0277 fps:1583 +frame:8.41e+06 wall_t:5313 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:2.345 +2026-01-08 11:21:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.33 loss:-0.02565 fps:1583 +frame:8.42e+06 wall_t:5319 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:2.067 +2026-01-08 11:21:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.32 loss:-0.02945 fps:1583 +frame:8.43e+06 wall_t:5326 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:2.36 +2026-01-08 11:21:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.32 loss:-0.02515 fps:1583 +frame:8.44e+06 wall_t:5332 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:2.181 +2026-01-08 11:21:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.32 loss:-0.03059 fps:1583 +frame:8.45e+06 wall_t:5338 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:2.323 +2026-01-08 11:21:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.32 loss:-0.02812 fps:1583 +frame:8.46e+06 wall_t:5344 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:2.3 +2026-01-08 11:22:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.32 loss:-0.02617 fps:1583 +frame:8.47e+06 wall_t:5351 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:2.201 +2026-01-08 11:22:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.95 total_reward_ma:-6.32 loss:-0.02804 fps:1583 +frame:8.48e+06 wall_t:5357 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:2.325 +2026-01-08 11:22:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.05 total_reward_ma:-6.32 loss:-0.02681 fps:1583 +frame:8.49e+06 wall_t:5364 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:2.193 +2026-01-08 11:22:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.32 loss:-0.0271 fps:1583 +frame:8.50e+06 wall_t:5370 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:2.178 +2026-01-08 11:22:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-6.32 loss:-0.02768 fps:1583 +frame:8.51e+06 wall_t:5377 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:2.177 +2026-01-08 11:22:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.32 loss:-0.02652 fps:1583 +frame:8.52e+06 wall_t:5383 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:2.15 +2026-01-08 11:22:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.32 loss:-0.02836 fps:1583 +frame:8.53e+06 wall_t:5390 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:2.296 +2026-01-08 11:22:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-6.33 loss:-0.02747 fps:1583 +frame:8.54e+06 wall_t:5395 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:2.205 +2026-01-08 11:22:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.30 total_reward_ma:-6.33 loss:-0.02705 fps:1583 +frame:8.55e+06 wall_t:5402 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:2.264 +2026-01-08 11:23:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.33 loss:-0.02462 fps:1583 +frame:8.56e+06 wall_t:5408 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.989 +2026-01-08 11:23:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.33 loss:-0.02586 fps:1583 +frame:8.57e+06 wall_t:5414 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:2.238 +2026-01-08 11:23:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.33 loss:-0.02868 fps:1583 +frame:8.58e+06 wall_t:5420 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:2.308 +2026-01-08 11:23:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.33 loss:-0.02634 fps:1583 +frame:8.59e+06 wall_t:5427 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:2.19 +2026-01-08 11:23:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.34 loss:-0.02902 fps:1583 +frame:8.60e+06 wall_t:5433 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:2.303 +2026-01-08 11:23:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.34 loss:-0.02699 fps:1583 +frame:8.61e+06 wall_t:5440 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:2.159 +2026-01-08 11:23:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.34 loss:-0.0277 fps:1583 +frame:8.62e+06 wall_t:5445 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:2.234 +2026-01-08 11:23:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.98 total_reward_ma:-6.34 loss:-0.02853 fps:1583 +frame:8.63e+06 wall_t:5452 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:2.211 +2026-01-08 11:23:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.34 loss:-0.02753 fps:1583 +frame:8.64e+06 wall_t:5458 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:2.274 +2026-01-08 11:23:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.35 loss:-0.029 fps:1583 +frame:8.65e+06 wall_t:5464 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:2.266 +2026-01-08 11:24:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.35 loss:-0.02775 fps:1583 +frame:8.66e+06 wall_t:5471 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:2.271 +2026-01-08 11:24:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.35 loss:-0.02689 fps:1583 +frame:8.67e+06 wall_t:5477 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:2.317 +2026-01-08 11:24:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.35 loss:-0.02643 fps:1583 +frame:8.68e+06 wall_t:5483 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:2.298 +2026-01-08 11:24:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.35 loss:-0.02717 fps:1583 +frame:8.69e+06 wall_t:5490 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:2.203 +2026-01-08 11:24:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.35 loss:-0.02887 fps:1583 +frame:8.70e+06 wall_t:5496 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:2.244 +2026-01-08 11:24:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.33 total_reward_ma:-6.36 loss:-0.02739 fps:1583 +frame:8.71e+06 wall_t:5502 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:2.219 +2026-01-08 11:24:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.36 loss:-0.02804 fps:1583 +frame:8.72e+06 wall_t:5508 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:2.255 +2026-01-08 11:24:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.36 loss:-0.02756 fps:1583 +frame:8.73e+06 wall_t:5515 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:2.221 +2026-01-08 11:24:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.34 total_reward_ma:-6.36 loss:-0.02784 fps:1583 +frame:8.74e+06 wall_t:5521 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:2.205 +2026-01-08 11:25:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.53 total_reward_ma:-6.36 loss:-0.02665 fps:1583 +frame:8.75e+06 wall_t:5528 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:2.273 +2026-01-08 11:25:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.66 total_reward_ma:-6.37 loss:-0.02652 fps:1583 +frame:8.76e+06 wall_t:5534 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:2.185 +2026-01-08 11:25:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.73 total_reward_ma:-6.37 loss:-0.02438 fps:1583 +frame:8.77e+06 wall_t:5540 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:2.156 +2026-01-08 11:25:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.68 total_reward_ma:-6.38 loss:-0.02792 fps:1583 +frame:8.78e+06 wall_t:5547 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:2.241 +2026-01-08 11:25:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.51 total_reward_ma:-6.38 loss:-0.02752 fps:1583 +frame:8.79e+06 wall_t:5553 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:2.18 +2026-01-08 11:25:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.60 total_reward_ma:-6.39 loss:-0.0274 fps:1583 +frame:8.80e+06 wall_t:5559 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:2.313 +2026-01-08 11:25:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.58 total_reward_ma:-6.40 loss:-0.02493 fps:1583 +frame:8.81e+06 wall_t:5566 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:2.233 +2026-01-08 11:25:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.55 total_reward_ma:-6.40 loss:-0.0273 fps:1583 +frame:8.82e+06 wall_t:5572 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:2.223 +2026-01-08 11:25:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.59 total_reward_ma:-6.41 loss:-0.02828 fps:1583 +frame:8.83e+06 wall_t:5578 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:2.227 +2026-01-08 11:25:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.67 total_reward_ma:-6.41 loss:-0.02684 fps:1583 +frame:8.84e+06 wall_t:5585 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:2.169 +2026-01-08 11:26:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.72 total_reward_ma:-6.42 loss:-0.026 fps:1583 +frame:8.85e+06 wall_t:5591 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:2.159 +2026-01-08 11:26:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.67 total_reward_ma:-6.42 loss:-0.02579 fps:1583 +frame:8.86e+06 wall_t:5597 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:2.118 +2026-01-08 11:26:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.68 total_reward_ma:-6.43 loss:-0.02311 fps:1583 +frame:8.87e+06 wall_t:5604 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:2.087 +2026-01-08 11:26:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.78 total_reward_ma:-6.43 loss:-0.02514 fps:1583 +frame:8.88e+06 wall_t:5609 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:2.016 +2026-01-08 11:26:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.79 total_reward_ma:-6.44 loss:-0.02561 fps:1583 +frame:8.89e+06 wall_t:5615 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:2.034 +2026-01-08 11:26:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.89 total_reward_ma:-6.44 loss:-0.02459 fps:1583 +frame:8.90e+06 wall_t:5622 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:2.098 +2026-01-08 11:26:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.96 total_reward_ma:-6.45 loss:-0.02338 fps:1583 +frame:8.91e+06 wall_t:5628 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.889 +2026-01-08 11:26:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-6.46 loss:-0.02368 fps:1583 +frame:8.92e+06 wall_t:5634 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:2.158 +2026-01-08 11:26:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-6.46 loss:-0.02382 fps:1583 +frame:8.93e+06 wall_t:5640 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:2.022 +2026-01-08 11:27:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.93 total_reward_ma:-6.47 loss:-0.02507 fps:1583 +frame:8.94e+06 wall_t:5647 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:2.029 +2026-01-08 11:27:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.96 total_reward_ma:-6.47 loss:-0.02345 fps:1583 +frame:8.95e+06 wall_t:5653 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:2.006 +2026-01-08 11:27:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.01 total_reward_ma:-6.48 loss:-0.0217 fps:1583 +frame:8.96e+06 wall_t:5660 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.803 +2026-01-08 11:27:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.05 total_reward_ma:-6.49 loss:-0.02364 fps:1583 +frame:8.97e+06 wall_t:5665 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:2.022 +2026-01-08 11:27:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-7.06 total_reward_ma:-6.50 loss:-0.02497 fps:1583 +frame:8.98e+06 wall_t:5671 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:2.113 +2026-01-08 11:27:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.99 total_reward_ma:-6.50 loss:-0.02356 fps:1583 +frame:8.99e+06 wall_t:5678 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:2.095 +2026-01-08 11:27:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-6.51 loss:-0.02425 fps:1583 +frame:9.00e+06 wall_t:5684 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:2.003 +2026-01-08 11:27:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.89 total_reward_ma:-6.51 loss:-0.02314 fps:1583 +frame:9.01e+06 wall_t:5690 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:2.02 +2026-01-08 11:27:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.90 total_reward_ma:-6.51 loss:-0.02266 fps:1583 +frame:9.02e+06 wall_t:5697 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:2.035 +2026-01-08 11:27:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-6.52 loss:-0.02321 fps:1583 +frame:9.03e+06 wall_t:5703 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:2.032 +2026-01-08 11:28:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.85 total_reward_ma:-6.52 loss:-0.02333 fps:1583 +frame:9.04e+06 wall_t:5709 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:2.079 +2026-01-08 11:28:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.95 total_reward_ma:-6.52 loss:-0.02364 fps:1584 +frame:9.05e+06 wall_t:5715 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:2.017 +2026-01-08 11:28:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-6.53 loss:-0.02132 fps:1583 +frame:9.06e+06 wall_t:5722 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.85 +2026-01-08 11:28:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.79 total_reward_ma:-6.53 loss:-0.02423 fps:1583 +frame:9.07e+06 wall_t:5728 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:2.049 +2026-01-08 11:28:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.72 total_reward_ma:-6.53 loss:-0.02498 fps:1584 +frame:9.08e+06 wall_t:5734 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:2.12 +2026-01-08 11:28:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.64 total_reward_ma:-6.52 loss:-0.02522 fps:1583 +frame:9.09e+06 wall_t:5741 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:2.131 +2026-01-08 11:28:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.57 total_reward_ma:-6.52 loss:-0.02607 fps:1583 +frame:9.10e+06 wall_t:5747 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:2.146 +2026-01-08 11:28:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.61 total_reward_ma:-6.52 loss:-0.02378 fps:1584 +frame:9.11e+06 wall_t:5753 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:2.046 +2026-01-08 11:28:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.64 total_reward_ma:-6.51 loss:-0.02463 fps:1583 +frame:9.12e+06 wall_t:5760 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:2.063 +2026-01-08 11:29:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.57 total_reward_ma:-6.51 loss:-0.02266 fps:1583 +frame:9.13e+06 wall_t:5766 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:2.075 +2026-01-08 11:29:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.49 total_reward_ma:-6.50 loss:-0.02365 fps:1584 +frame:9.14e+06 wall_t:5772 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:2.074 +2026-01-08 11:29:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.40 total_reward_ma:-6.50 loss:-0.02397 fps:1584 +frame:9.15e+06 wall_t:5778 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:2.082 +2026-01-08 11:29:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.49 loss:-0.02486 fps:1584 +frame:9.16e+06 wall_t:5784 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:2.189 +2026-01-08 11:29:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.48 loss:-0.02472 fps:1583 +frame:9.17e+06 wall_t:5791 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:2.188 +2026-01-08 11:29:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-6.48 loss:-0.02235 fps:1583 +frame:9.18e+06 wall_t:5798 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.866 +2026-01-08 11:29:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-6.47 loss:-0.02188 fps:1583 +frame:9.19e+06 wall_t:5804 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.977 +2026-01-08 11:29:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.47 loss:-0.02243 fps:1583 +frame:9.20e+06 wall_t:5811 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:2.16 +2026-01-08 11:29:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.46 loss:-0.0213 fps:1583 +frame:9.21e+06 wall_t:5817 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.998 +2026-01-08 11:29:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.46 loss:-0.02127 fps:1583 +frame:9.22e+06 wall_t:5823 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.848 +2026-01-08 11:30:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.90 total_reward_ma:-6.45 loss:-0.02167 fps:1583 +frame:9.23e+06 wall_t:5829 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.857 +2026-01-08 11:30:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.90 total_reward_ma:-6.44 loss:-0.02375 fps:1583 +frame:9.24e+06 wall_t:5836 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:2.066 +2026-01-08 11:30:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.93 total_reward_ma:-6.44 loss:-0.02086 fps:1583 +frame:9.25e+06 wall_t:5842 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.825 +2026-01-08 11:30:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.43 loss:-0.02171 fps:1583 +frame:9.26e+06 wall_t:5848 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.97 +2026-01-08 11:30:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.42 loss:-0.02044 fps:1583 +frame:9.27e+06 wall_t:5855 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.88 +2026-01-08 11:30:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.42 loss:-0.02117 fps:1583 +frame:9.28e+06 wall_t:5861 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.957 +2026-01-08 11:30:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.41 loss:-0.01985 fps:1583 +frame:9.29e+06 wall_t:5867 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.979 +2026-01-08 11:30:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.41 loss:-0.01923 fps:1584 +frame:9.30e+06 wall_t:5873 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.716 +2026-01-08 11:30:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.88 total_reward_ma:-6.40 loss:-0.02099 fps:1584 +frame:9.31e+06 wall_t:5879 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.949 +2026-01-08 11:31:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.90 total_reward_ma:-6.39 loss:-0.02072 fps:1584 +frame:9.32e+06 wall_t:5885 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.948 +2026-01-08 11:31:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.39 loss:-0.02155 fps:1584 +frame:9.33e+06 wall_t:5892 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.994 +2026-01-08 11:31:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.38 loss:-0.02165 fps:1584 +frame:9.34e+06 wall_t:5898 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.993 +2026-01-08 11:31:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.87 total_reward_ma:-6.38 loss:-0.02208 fps:1584 +frame:9.35e+06 wall_t:5904 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:2.08 +2026-01-08 11:31:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.76 total_reward_ma:-6.37 loss:-0.02428 fps:1583 +frame:9.36e+06 wall_t:5911 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:2.185 +2026-01-08 11:31:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.81 total_reward_ma:-6.37 loss:-0.02394 fps:1584 +frame:9.37e+06 wall_t:5917 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:2.08 +2026-01-08 11:31:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.82 total_reward_ma:-6.36 loss:-0.02109 fps:1584 +frame:9.38e+06 wall_t:5923 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:2.089 +2026-01-08 11:31:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.87 total_reward_ma:-6.36 loss:-0.02182 fps:1584 +frame:9.39e+06 wall_t:5929 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:2.067 +2026-01-08 11:31:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.86 total_reward_ma:-6.35 loss:-0.02445 fps:1584 +frame:9.40e+06 wall_t:5935 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:2.248 +2026-01-08 11:31:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.76 total_reward_ma:-6.35 loss:-0.02384 fps:1584 +frame:9.41e+06 wall_t:5942 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:2.133 +2026-01-08 11:32:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.79 total_reward_ma:-6.35 loss:-0.02059 fps:1584 +frame:9.42e+06 wall_t:5948 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.979 +2026-01-08 11:32:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.78 total_reward_ma:-6.35 loss:-0.02293 fps:1584 +frame:9.43e+06 wall_t:5954 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.969 +2026-01-08 11:32:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.82 total_reward_ma:-6.35 loss:-0.0197 fps:1584 +frame:9.44e+06 wall_t:5961 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.892 +2026-01-08 11:32:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.80 total_reward_ma:-6.34 loss:-0.02287 fps:1584 +frame:9.45e+06 wall_t:5967 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:2.114 +2026-01-08 11:32:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.84 total_reward_ma:-6.34 loss:-0.02253 fps:1584 +frame:9.46e+06 wall_t:5974 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:2.006 +2026-01-08 11:32:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.84 total_reward_ma:-6.34 loss:-0.02396 fps:1584 +frame:9.47e+06 wall_t:5980 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:2.072 +2026-01-08 11:32:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.34 loss:-0.01984 fps:1584 +frame:9.48e+06 wall_t:5986 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.842 +2026-01-08 11:32:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.87 total_reward_ma:-6.34 loss:-0.01957 fps:1584 +frame:9.49e+06 wall_t:5992 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.865 +2026-01-08 11:32:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.33 loss:-0.02157 fps:1584 +frame:9.50e+06 wall_t:5999 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:2.013 +2026-01-08 11:32:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.33 loss:-0.02343 fps:1584 +frame:9.51e+06 wall_t:6005 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:2.136 +2026-01-08 11:33:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.90 total_reward_ma:-6.33 loss:-0.02117 fps:1584 +frame:9.52e+06 wall_t:6011 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.97 +2026-01-08 11:33:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.88 total_reward_ma:-6.33 loss:-0.0188 fps:1584 +frame:9.53e+06 wall_t:6018 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.868 +2026-01-08 11:33:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.32 loss:-0.0224 fps:1584 +frame:9.54e+06 wall_t:6024 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:2.095 +2026-01-08 11:33:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.32 loss:-0.02056 fps:1584 +frame:9.55e+06 wall_t:6030 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.894 +2026-01-08 11:33:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.88 total_reward_ma:-6.31 loss:-0.02204 fps:1584 +frame:9.56e+06 wall_t:6036 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:2.148 +2026-01-08 11:33:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.83 total_reward_ma:-6.31 loss:-0.02489 fps:1584 +frame:9.57e+06 wall_t:6042 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:2.243 +2026-01-08 11:33:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.31 loss:-0.02013 fps:1584 +frame:9.58e+06 wall_t:6049 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.885 +2026-01-08 11:33:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.31 loss:-0.02238 fps:1584 +frame:9.59e+06 wall_t:6055 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:2.029 +2026-01-08 11:33:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.31 loss:-0.02194 fps:1584 +frame:9.60e+06 wall_t:6062 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:2.024 +2026-01-08 11:34:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.81 total_reward_ma:-6.30 loss:-0.02129 fps:1584 +frame:9.61e+06 wall_t:6068 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.989 +2026-01-08 11:34:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.84 total_reward_ma:-6.30 loss:-0.0223 fps:1584 +frame:9.62e+06 wall_t:6075 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:2.183 +2026-01-08 11:34:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.93 total_reward_ma:-6.30 loss:-0.02168 fps:1584 +frame:9.63e+06 wall_t:6081 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:2.041 +2026-01-08 11:34:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.84 total_reward_ma:-6.30 loss:-0.02186 fps:1584 +frame:9.64e+06 wall_t:6087 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:2.102 +2026-01-08 11:34:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.84 total_reward_ma:-6.29 loss:-0.01963 fps:1584 +frame:9.65e+06 wall_t:6093 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.85 +2026-01-08 11:34:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.87 total_reward_ma:-6.29 loss:-0.01886 fps:1584 +frame:9.66e+06 wall_t:6099 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.819 +2026-01-08 11:34:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.29 loss:-0.02051 fps:1584 +frame:9.67e+06 wall_t:6106 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.955 +2026-01-08 11:34:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.00 total_reward_ma:-6.29 loss:-0.0169 fps:1584 +frame:9.68e+06 wall_t:6112 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.927 +2026-01-08 11:34:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.88 total_reward_ma:-6.28 loss:-0.01726 fps:1584 +frame:9.69e+06 wall_t:6118 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.7 +2026-01-08 11:34:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.88 total_reward_ma:-6.28 loss:-0.02082 fps:1584 +frame:9.70e+06 wall_t:6124 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.873 +2026-01-08 11:35:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.28 loss:-0.02017 fps:1584 +frame:9.71e+06 wall_t:6131 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:2.018 +2026-01-08 11:35:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.27 loss:-0.02276 fps:1584 +frame:9.72e+06 wall_t:6137 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:2.216 +2026-01-08 11:35:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.27 loss:-0.0198 fps:1584 +frame:9.73e+06 wall_t:6143 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:2.018 +2026-01-08 11:35:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.27 loss:-0.01917 fps:1584 +frame:9.74e+06 wall_t:6149 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.828 +2026-01-08 11:35:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.27 loss:-0.0205 fps:1584 +frame:9.75e+06 wall_t:6156 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:2.132 +2026-01-08 11:35:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.26 loss:-0.02151 fps:1584 +frame:9.76e+06 wall_t:6162 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:2.112 +2026-01-08 11:35:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.21 total_reward_ma:-6.26 loss:-0.01974 fps:1584 +frame:9.77e+06 wall_t:6168 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:2.067 +2026-01-08 11:35:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.25 loss:-0.02114 fps:1584 +frame:9.78e+06 wall_t:6175 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:2.143 +2026-01-08 11:35:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.25 loss:-0.0191 fps:1584 +frame:9.79e+06 wall_t:6181 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.944 +2026-01-08 11:36:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.24 loss:-0.01979 fps:1584 +frame:9.80e+06 wall_t:6187 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:2.014 +2026-01-08 11:36:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-5.98 total_reward_ma:-6.24 loss:-0.01997 fps:1584 +frame:9.81e+06 wall_t:6193 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:2.06 +2026-01-08 11:36:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.01 total_reward_ma:-6.23 loss:-0.01961 fps:1584 +frame:9.82e+06 wall_t:6199 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.979 +2026-01-08 11:36:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-6.23 loss:-0.01767 fps:1584 +frame:9.83e+06 wall_t:6205 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.772 +2026-01-08 11:36:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.22 loss:-0.01599 fps:1584 +frame:9.84e+06 wall_t:6212 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.703 +2026-01-08 11:36:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.22 loss:-0.02038 fps:1584 +frame:9.85e+06 wall_t:6218 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.987 +2026-01-08 11:36:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.22 total_reward_ma:-6.21 loss:-0.01987 fps:1584 +frame:9.86e+06 wall_t:6225 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.989 +2026-01-08 11:36:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.21 loss:-0.01985 fps:1584 +frame:9.87e+06 wall_t:6231 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.95 +2026-01-08 11:36:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.20 loss:-0.01944 fps:1584 +frame:9.88e+06 wall_t:6238 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:2.062 +2026-01-08 11:36:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.20 loss:-0.01829 fps:1584 +frame:9.89e+06 wall_t:6244 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.881 +2026-01-08 11:37:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.19 loss:-0.02008 fps:1584 +frame:9.90e+06 wall_t:6250 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:2.057 +2026-01-08 11:37:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.18 loss:-0.02011 fps:1584 +frame:9.91e+06 wall_t:6256 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:2.03 +2026-01-08 11:37:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-6.17 loss:-0.02074 fps:1584 +frame:9.92e+06 wall_t:6263 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:2.075 +2026-01-08 11:37:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.30 total_reward_ma:-6.17 loss:-0.01746 fps:1584 +frame:9.93e+06 wall_t:6269 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.976 +2026-01-08 11:37:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.16 loss:-0.01577 fps:1584 +frame:9.94e+06 wall_t:6276 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.864 +2026-01-08 11:37:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.15 loss:-0.01803 fps:1584 +frame:9.95e+06 wall_t:6282 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.956 +2026-01-08 11:37:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.15 loss:-0.01862 fps:1584 +frame:9.96e+06 wall_t:6288 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:2.08 +2026-01-08 11:37:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.14 loss:-0.01893 fps:1584 +frame:9.97e+06 wall_t:6294 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:2.032 +2026-01-08 11:37:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.13 loss:-0.01934 fps:1584 +frame:9.98e+06 wall_t:6300 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:2.151 +2026-01-08 11:38:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.12 loss:-0.01789 fps:1584 +frame:9.99e+06 wall_t:6306 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.973 +2026-01-08 11:38:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_icehockey_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.11 loss:-0.01983 fps:1584 +frame:1.00e+07 wall_t:6313 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:2.114 +2026-01-08 11:38:08 | INFO | PID:1630 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s3.log b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..d44aa29111e80b8b430e506a46b49e6c4e1fc907 --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/log/ppo_atari_lam70_icehockey_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-08 09:52:51 | INFO | PID:1631 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 09:53:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-0.0185 fps:526.3 +frame:1.00e+04 wall_t:19 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.441 +2026-01-08 09:53:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-0.02338 fps:800 +frame:2.00e+04 wall_t:25 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.541 +2026-01-08 09:53:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-0.02739 fps:967.7 +frame:3.00e+04 wall_t:31 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.645 +2026-01-08 09:53:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-0.0295 fps:1026 +frame:4.00e+04 wall_t:39 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.776 +2026-01-08 09:53:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.02957 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.809 +2026-01-08 09:53:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.75 total_reward_ma:-11.38 loss:-0.02693 fps:1154 +frame:6.00e+04 wall_t:52 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.787 +2026-01-08 09:53:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.75 total_reward_ma:-11.83 loss:-0.02778 fps:1207 +frame:7.00e+04 wall_t:58 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.751 +2026-01-08 09:53:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.75 total_reward_ma:-12.06 loss:-0.02774 fps:1231 +frame:8.00e+04 wall_t:65 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.767 +2026-01-08 09:54:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.75 total_reward_ma:-12.20 loss:-0.03067 fps:1268 +frame:9.00e+04 wall_t:71 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.768 +2026-01-08 09:54:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.75 total_reward_ma:-12.29 loss:-0.02863 fps:1299 +frame:1.00e+05 wall_t:77 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.789 +2026-01-08 09:54:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.24 total_reward_ma:-12.28 loss:-0.03093 fps:1325 +frame:1.10e+05 wall_t:83 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.8 +2026-01-08 09:54:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.44 total_reward_ma:-12.30 loss:-0.03072 fps:1333 +frame:1.20e+05 wall_t:90 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.828 +2026-01-08 09:54:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.44 total_reward_ma:-12.32 loss:-0.03005 fps:1354 +frame:1.30e+05 wall_t:96 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.809 +2026-01-08 09:54:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.44 total_reward_ma:-12.33 loss:-0.03159 fps:1359 +frame:1.40e+05 wall_t:103 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.81 +2026-01-08 09:54:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.44 total_reward_ma:-12.34 loss:-0.03082 fps:1376 +frame:1.50e+05 wall_t:109 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.832 +2026-01-08 09:54:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-12.06 total_reward_ma:-12.32 loss:-0.03241 fps:1379 +frame:1.60e+05 wall_t:116 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.829 +2026-01-08 09:54:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-12.26 loss:-0.03282 fps:1382 +frame:1.70e+05 wall_t:123 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.829 +2026-01-08 09:55:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-12.21 loss:-0.0317 fps:1395 +frame:1.80e+05 wall_t:129 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.81 +2026-01-08 09:55:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-12.16 loss:-0.03289 fps:1407 +frame:1.90e+05 wall_t:135 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.792 +2026-01-08 09:55:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-12.12 loss:-0.03436 fps:1408 +frame:2.00e+05 wall_t:142 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.798 +2026-01-08 09:55:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.50 total_reward_ma:-12.09 loss:-0.03265 fps:1419 +frame:2.10e+05 wall_t:148 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.795 +2026-01-08 09:55:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.18 total_reward_ma:-12.04 loss:-0.0325 fps:1429 +frame:2.20e+05 wall_t:154 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.817 +2026-01-08 09:55:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.38 total_reward_ma:-12.00 loss:-0.03206 fps:1429 +frame:2.30e+05 wall_t:161 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.784 +2026-01-08 09:55:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.38 total_reward_ma:-11.97 loss:-0.03208 fps:1437 +frame:2.40e+05 wall_t:167 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.762 +2026-01-08 09:55:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.38 total_reward_ma:-11.94 loss:-0.03236 fps:1437 +frame:2.50e+05 wall_t:174 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.756 +2026-01-08 09:55:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.43 total_reward_ma:-11.92 loss:-0.03351 fps:1444 +frame:2.60e+05 wall_t:180 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.735 +2026-01-08 09:56:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.39 total_reward_ma:-11.90 loss:-0.03262 fps:1452 +frame:2.70e+05 wall_t:186 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.737 +2026-01-08 09:56:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-11.88 loss:-0.0336 fps:1451 +frame:2.80e+05 wall_t:193 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.789 +2026-01-08 09:56:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-11.87 loss:-0.0341 fps:1457 +frame:2.90e+05 wall_t:199 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.791 +2026-01-08 09:56:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-11.85 loss:-0.03505 fps:1456 +frame:3.00e+05 wall_t:206 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.734 +2026-01-08 09:56:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-11.84 loss:-0.0331 fps:1462 +frame:3.10e+05 wall_t:212 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.748 +2026-01-08 09:56:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.58 total_reward_ma:-11.83 loss:-0.03334 fps:1468 +frame:3.20e+05 wall_t:218 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.749 +2026-01-08 09:56:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.61 total_reward_ma:-11.83 loss:-0.03218 fps:1467 +frame:3.30e+05 wall_t:225 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.736 +2026-01-08 09:56:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.60 total_reward_ma:-11.82 loss:-0.03181 fps:1472 +frame:3.40e+05 wall_t:231 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.69 +2026-01-08 09:56:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.60 total_reward_ma:-11.81 loss:-0.0327 fps:1477 +frame:3.50e+05 wall_t:237 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.721 +2026-01-08 09:56:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.60 total_reward_ma:-11.80 loss:-0.03503 fps:1475 +frame:3.60e+05 wall_t:244 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.646 +2026-01-08 09:57:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.47 total_reward_ma:-11.79 loss:-0.03462 fps:1480 +frame:3.70e+05 wall_t:250 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.654 +2026-01-08 09:57:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.38 total_reward_ma:-11.78 loss:-0.03186 fps:1479 +frame:3.80e+05 wall_t:257 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.65 +2026-01-08 09:57:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.30 total_reward_ma:-11.77 loss:-0.03212 fps:1483 +frame:3.90e+05 wall_t:263 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.689 +2026-01-08 09:57:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.30 total_reward_ma:-11.76 loss:-0.03291 fps:1481 +frame:4.00e+05 wall_t:270 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.668 +2026-01-08 09:57:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.30 total_reward_ma:-11.74 loss:-0.03238 fps:1486 +frame:4.10e+05 wall_t:276 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.66 +2026-01-08 09:57:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.06 total_reward_ma:-11.73 loss:-0.03341 fps:1489 +frame:4.20e+05 wall_t:282 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.659 +2026-01-08 09:57:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.03 total_reward_ma:-11.71 loss:-0.03287 fps:1488 +frame:4.30e+05 wall_t:289 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.641 +2026-01-08 09:57:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.17 total_reward_ma:-11.69 loss:-0.03332 fps:1492 +frame:4.40e+05 wall_t:295 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.667 +2026-01-08 09:57:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.10 total_reward_ma:-11.68 loss:-0.03159 fps:1495 +frame:4.50e+05 wall_t:301 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.597 +2026-01-08 09:58:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.10 total_reward_ma:-11.67 loss:-0.0315 fps:1494 +frame:4.60e+05 wall_t:308 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.569 +2026-01-08 09:58:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.96 total_reward_ma:-11.65 loss:-0.03058 fps:1497 +frame:4.70e+05 wall_t:314 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.565 +2026-01-08 09:58:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.81 total_reward_ma:-11.63 loss:-0.03178 fps:1495 +frame:4.80e+05 wall_t:321 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.598 +2026-01-08 09:58:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.85 total_reward_ma:-11.61 loss:-0.03209 fps:1498 +frame:4.90e+05 wall_t:327 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.612 +2026-01-08 09:58:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.80 total_reward_ma:-11.60 loss:-0.03132 fps:1497 +frame:5.00e+05 wall_t:334 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.587 +2026-01-08 09:58:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.80 total_reward_ma:-11.58 loss:-0.03315 fps:1500 +frame:5.10e+05 wall_t:340 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.639 +2026-01-08 09:58:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.83 total_reward_ma:-11.56 loss:-0.03406 fps:1503 +frame:5.20e+05 wall_t:346 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.633 +2026-01-08 09:58:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.57 total_reward_ma:-11.54 loss:-0.03328 fps:1501 +frame:5.30e+05 wall_t:353 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.518 +2026-01-08 09:58:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.51 total_reward_ma:-11.52 loss:-0.0318 fps:1500 +frame:5.40e+05 wall_t:360 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.618 +2026-01-08 09:59:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.53 total_reward_ma:-11.50 loss:-0.03546 fps:1503 +frame:5.50e+05 wall_t:366 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.643 +2026-01-08 09:59:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.53 total_reward_ma:-11.48 loss:-0.03531 fps:1501 +frame:5.60e+05 wall_t:373 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.678 +2026-01-08 09:59:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.46 total_reward_ma:-11.46 loss:-0.03336 fps:1504 +frame:5.70e+05 wall_t:379 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.637 +2026-01-08 09:59:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.21 total_reward_ma:-11.44 loss:-0.03479 fps:1503 +frame:5.80e+05 wall_t:386 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.647 +2026-01-08 09:59:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.12 total_reward_ma:-11.42 loss:-0.03129 fps:1501 +frame:5.90e+05 wall_t:393 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.665 +2026-01-08 09:59:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-11.39 loss:-0.03487 fps:1504 +frame:6.00e+05 wall_t:399 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.654 +2026-01-08 09:59:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-11.37 loss:-0.03559 fps:1506 +frame:6.10e+05 wall_t:405 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.676 +2026-01-08 09:59:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-11.34 loss:-0.03291 fps:1509 +frame:6.20e+05 wall_t:411 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.591 +2026-01-08 09:59:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-11.32 loss:-0.03409 fps:1507 +frame:6.30e+05 wall_t:418 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.593 +2026-01-08 09:59:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-11.30 loss:-0.03149 fps:1509 +frame:6.40e+05 wall_t:424 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.602 +2026-01-08 10:00:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-11.27 loss:-0.03264 fps:1508 +frame:6.50e+05 wall_t:431 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.516 +2026-01-08 10:00:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-11.25 loss:-0.03133 fps:1510 +frame:6.60e+05 wall_t:437 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.486 +2026-01-08 10:00:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-11.23 loss:-0.03032 fps:1509 +frame:6.70e+05 wall_t:444 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.524 +2026-01-08 10:00:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-11.21 loss:-0.03066 fps:1511 +frame:6.80e+05 wall_t:450 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.516 +2026-01-08 10:00:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-11.19 loss:-0.03284 fps:1513 +frame:6.90e+05 wall_t:456 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.445 +2026-01-08 10:00:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-11.16 loss:-0.03235 fps:1512 +frame:7.00e+05 wall_t:463 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.569 +2026-01-08 10:00:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-11.14 loss:-0.02945 fps:1514 +frame:7.10e+05 wall_t:469 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.572 +2026-01-08 10:00:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-11.12 loss:-0.03243 fps:1513 +frame:7.20e+05 wall_t:476 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.576 +2026-01-08 10:00:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-11.10 loss:-0.03214 fps:1515 +frame:7.30e+05 wall_t:482 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.608 +2026-01-08 10:01:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-11.08 loss:-0.03173 fps:1513 +frame:7.40e+05 wall_t:489 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.585 +2026-01-08 10:01:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-11.06 loss:-0.03218 fps:1515 +frame:7.50e+05 wall_t:495 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.611 +2026-01-08 10:01:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-11.04 loss:-0.03396 fps:1514 +frame:7.60e+05 wall_t:502 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.606 +2026-01-08 10:01:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-11.02 loss:-0.03408 fps:1516 +frame:7.70e+05 wall_t:508 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.584 +2026-01-08 10:01:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-11.00 loss:-0.03306 fps:1515 +frame:7.80e+05 wall_t:515 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.601 +2026-01-08 10:01:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-10.98 loss:-0.03315 fps:1513 +frame:7.90e+05 wall_t:522 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.61 +2026-01-08 10:01:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-10.96 loss:-0.03417 fps:1515 +frame:8.00e+05 wall_t:528 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.534 +2026-01-08 10:01:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-10.95 loss:-0.03277 fps:1514 +frame:8.10e+05 wall_t:535 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.591 +2026-01-08 10:01:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-10.93 loss:-0.03279 fps:1513 +frame:8.20e+05 wall_t:542 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.673 +2026-01-08 10:02:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-10.92 loss:-0.03585 fps:1515 +frame:8.30e+05 wall_t:548 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.653 +2026-01-08 10:02:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-10.90 loss:-0.03193 fps:1514 +frame:8.40e+05 wall_t:555 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.585 +2026-01-08 10:02:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-10.89 loss:-0.03076 fps:1515 +frame:8.50e+05 wall_t:561 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.569 +2026-01-08 10:02:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-10.88 loss:-0.0341 fps:1517 +frame:8.60e+05 wall_t:567 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.679 +2026-01-08 10:02:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-10.86 loss:-0.03488 fps:1516 +frame:8.70e+05 wall_t:574 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.68 +2026-01-08 10:02:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-10.85 loss:-0.03471 fps:1515 +frame:8.80e+05 wall_t:581 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.713 +2026-01-08 10:02:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-10.84 loss:-0.03339 fps:1516 +frame:8.90e+05 wall_t:587 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.71 +2026-01-08 10:02:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-10.83 loss:-0.03472 fps:1515 +frame:9.00e+05 wall_t:594 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.65 +2026-01-08 10:02:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-10.82 loss:-0.03362 fps:1514 +frame:9.10e+05 wall_t:601 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.685 +2026-01-08 10:03:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-10.81 loss:-0.03107 fps:1513 +frame:9.20e+05 wall_t:608 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.688 +2026-01-08 10:03:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-10.80 loss:-0.03376 fps:1515 +frame:9.30e+05 wall_t:614 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.689 +2026-01-08 10:03:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-10.78 loss:-0.03572 fps:1516 +frame:9.40e+05 wall_t:620 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.639 +2026-01-08 10:03:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-10.77 loss:-0.03317 fps:1515 +frame:9.50e+05 wall_t:627 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.651 +2026-01-08 10:03:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-10.76 loss:-0.03063 fps:1517 +frame:9.60e+05 wall_t:633 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.623 +2026-01-08 10:03:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.52 total_reward_ma:-10.75 loss:-0.03216 fps:1516 +frame:9.70e+05 wall_t:640 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.654 +2026-01-08 10:03:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.52 total_reward_ma:-10.73 loss:-0.03544 fps:1515 +frame:9.80e+05 wall_t:647 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.691 +2026-01-08 10:03:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.52 total_reward_ma:-10.72 loss:-0.03374 fps:1516 +frame:9.90e+05 wall_t:653 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.612 +2026-01-08 10:03:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-10.71 loss:-0.02952 fps:1515 +frame:1.00e+06 wall_t:660 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.528 +2026-01-08 10:04:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-10.70 loss:-0.03426 fps:1514 +frame:1.01e+06 wall_t:667 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.536 +2026-01-08 10:04:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-10.69 loss:-0.03397 fps:1513 +frame:1.02e+06 wall_t:674 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.572 +2026-01-08 10:04:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-10.68 loss:-0.03521 fps:1517 +frame:1.03e+06 wall_t:679 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.491 +2026-01-08 10:04:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-10.67 loss:-0.03416 fps:1516 +frame:1.04e+06 wall_t:686 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.49 +2026-01-08 10:04:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-10.67 loss:-0.03101 fps:1517 +frame:1.05e+06 wall_t:692 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.42 +2026-01-08 10:04:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-10.64 loss:-0.03317 fps:1516 +frame:1.06e+06 wall_t:699 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.455 +2026-01-08 10:04:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-10.61 loss:-0.03584 fps:1518 +frame:1.07e+06 wall_t:705 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.483 +2026-01-08 10:04:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-10.58 loss:-0.03362 fps:1517 +frame:1.08e+06 wall_t:712 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.6 +2026-01-08 10:04:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-10.55 loss:-0.03361 fps:1518 +frame:1.09e+06 wall_t:718 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.542 +2026-01-08 10:04:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-10.52 loss:-0.03202 fps:1519 +frame:1.10e+06 wall_t:724 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.547 +2026-01-08 10:05:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-10.50 loss:-0.03432 fps:1521 +frame:1.11e+06 wall_t:730 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.517 +2026-01-08 10:05:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-10.47 loss:-0.03211 fps:1520 +frame:1.12e+06 wall_t:737 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.514 +2026-01-08 10:05:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-10.44 loss:-0.03409 fps:1521 +frame:1.13e+06 wall_t:743 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.498 +2026-01-08 10:05:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-10.42 loss:-0.03544 fps:1520 +frame:1.14e+06 wall_t:750 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.594 +2026-01-08 10:05:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-10.39 loss:-0.03009 fps:1519 +frame:1.15e+06 wall_t:757 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.466 +2026-01-08 10:05:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-10.37 loss:-0.03213 fps:1520 +frame:1.16e+06 wall_t:763 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.431 +2026-01-08 10:05:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-10.35 loss:-0.03465 fps:1519 +frame:1.17e+06 wall_t:770 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.366 +2026-01-08 10:05:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-10.34 loss:-0.03231 fps:1519 +frame:1.18e+06 wall_t:777 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.452 +2026-01-08 10:05:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-10.32 loss:-0.03112 fps:1520 +frame:1.19e+06 wall_t:783 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.502 +2026-01-08 10:06:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-10.30 loss:-0.03539 fps:1521 +frame:1.20e+06 wall_t:789 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.587 +2026-01-08 10:06:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-10.29 loss:-0.03455 fps:1520 +frame:1.21e+06 wall_t:796 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.553 +2026-01-08 10:06:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-10.28 loss:-0.03366 fps:1521 +frame:1.22e+06 wall_t:802 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.526 +2026-01-08 10:06:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.08 total_reward_ma:-10.26 loss:-0.0356 fps:1520 +frame:1.23e+06 wall_t:809 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.664 +2026-01-08 10:06:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.07 total_reward_ma:-10.25 loss:-0.03743 fps:1520 +frame:1.24e+06 wall_t:816 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.647 +2026-01-08 10:06:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.07 total_reward_ma:-10.24 loss:-0.03252 fps:1521 +frame:1.25e+06 wall_t:822 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.569 +2026-01-08 10:06:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.11 total_reward_ma:-10.22 loss:-0.03695 fps:1520 +frame:1.26e+06 wall_t:829 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.551 +2026-01-08 10:06:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.06 total_reward_ma:-10.21 loss:-0.03257 fps:1519 +frame:1.27e+06 wall_t:836 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.513 +2026-01-08 10:06:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-10.19 loss:-0.03453 fps:1520 +frame:1.28e+06 wall_t:842 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.59 +2026-01-08 10:07:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.04 total_reward_ma:-10.18 loss:-0.03474 fps:1521 +frame:1.29e+06 wall_t:848 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.505 +2026-01-08 10:07:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-10.16 loss:-0.03587 fps:1520 +frame:1.30e+06 wall_t:855 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.465 +2026-01-08 10:07:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-10.15 loss:-0.03507 fps:1521 +frame:1.31e+06 wall_t:861 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.531 +2026-01-08 10:07:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-10.13 loss:-0.03253 fps:1521 +frame:1.32e+06 wall_t:868 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.532 +2026-01-08 10:07:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-10.11 loss:-0.0351 fps:1522 +frame:1.33e+06 wall_t:874 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.589 +2026-01-08 10:07:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-10.09 loss:-0.0358 fps:1521 +frame:1.34e+06 wall_t:881 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.602 +2026-01-08 10:07:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-10.07 loss:-0.03751 fps:1520 +frame:1.35e+06 wall_t:888 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.653 +2026-01-08 10:07:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-10.05 loss:-0.03482 fps:1521 +frame:1.36e+06 wall_t:894 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.611 +2026-01-08 10:07:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.52 total_reward_ma:-10.03 loss:-0.03615 fps:1522 +frame:1.37e+06 wall_t:900 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.521 +2026-01-08 10:08:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.37 total_reward_ma:-10.01 loss:-0.03437 fps:1521 +frame:1.38e+06 wall_t:907 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.58 +2026-01-08 10:08:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.40 total_reward_ma:-9.99 loss:-0.03507 fps:1522 +frame:1.39e+06 wall_t:913 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.661 +2026-01-08 10:08:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.98 loss:-0.03606 fps:1523 +frame:1.40e+06 wall_t:919 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.573 +2026-01-08 10:08:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.49 total_reward_ma:-9.96 loss:-0.0336 fps:1523 +frame:1.41e+06 wall_t:926 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.587 +2026-01-08 10:08:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.94 loss:-0.03456 fps:1524 +frame:1.42e+06 wall_t:932 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.611 +2026-01-08 10:08:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.92 loss:-0.03751 fps:1523 +frame:1.43e+06 wall_t:939 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.561 +2026-01-08 10:08:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.91 loss:-0.03512 fps:1524 +frame:1.44e+06 wall_t:945 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.591 +2026-01-08 10:08:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.42 total_reward_ma:-9.89 loss:-0.03685 fps:1523 +frame:1.45e+06 wall_t:952 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.55 +2026-01-08 10:08:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.87 loss:-0.03266 fps:1524 +frame:1.46e+06 wall_t:958 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.555 +2026-01-08 10:08:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.29 total_reward_ma:-9.86 loss:-0.03483 fps:1525 +frame:1.47e+06 wall_t:964 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.477 +2026-01-08 10:09:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.24 total_reward_ma:-9.84 loss:-0.03449 fps:1524 +frame:1.48e+06 wall_t:971 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.473 +2026-01-08 10:09:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-9.82 loss:-0.03369 fps:1525 +frame:1.49e+06 wall_t:977 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.524 +2026-01-08 10:09:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.27 total_reward_ma:-9.81 loss:-0.03476 fps:1524 +frame:1.50e+06 wall_t:984 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.487 +2026-01-08 10:09:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.23 total_reward_ma:-9.79 loss:-0.03366 fps:1524 +frame:1.51e+06 wall_t:991 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.499 +2026-01-08 10:09:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.22 total_reward_ma:-9.78 loss:-0.03561 fps:1525 +frame:1.52e+06 wall_t:997 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.476 +2026-01-08 10:09:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-9.76 loss:-0.0374 fps:1525 +frame:1.53e+06 wall_t:1003 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.507 +2026-01-08 10:09:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.42 total_reward_ma:-9.75 loss:-0.03324 fps:1525 +frame:1.54e+06 wall_t:1010 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.408 +2026-01-08 10:09:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.74 loss:-0.03518 fps:1526 +frame:1.55e+06 wall_t:1016 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.584 +2026-01-08 10:09:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.73 loss:-0.03551 fps:1525 +frame:1.56e+06 wall_t:1023 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.477 +2026-01-08 10:10:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.72 loss:-0.03386 fps:1526 +frame:1.57e+06 wall_t:1029 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.445 +2026-01-08 10:10:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-9.71 loss:-0.0344 fps:1527 +frame:1.58e+06 wall_t:1035 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.422 +2026-01-08 10:10:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.47 total_reward_ma:-9.70 loss:-0.03539 fps:1524 +frame:1.59e+06 wall_t:1043 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.455 +2026-01-08 10:10:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.48 total_reward_ma:-9.70 loss:-0.03278 fps:1525 +frame:1.60e+06 wall_t:1049 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.487 +2026-01-08 10:10:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-9.69 loss:-0.03351 fps:1525 +frame:1.61e+06 wall_t:1056 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.509 +2026-01-08 10:10:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.49 total_reward_ma:-9.69 loss:-0.03524 fps:1525 +frame:1.62e+06 wall_t:1062 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.517 +2026-01-08 10:10:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.42 total_reward_ma:-9.68 loss:-0.0329 fps:1526 +frame:1.63e+06 wall_t:1068 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.387 +2026-01-08 10:10:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.68 loss:-0.03178 fps:1526 +frame:1.64e+06 wall_t:1075 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.442 +2026-01-08 10:10:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.67 loss:-0.03452 fps:1526 +frame:1.65e+06 wall_t:1081 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.567 +2026-01-08 10:11:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.67 loss:-0.03558 fps:1526 +frame:1.66e+06 wall_t:1088 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.515 +2026-01-08 10:11:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.66 loss:-0.03536 fps:1525 +frame:1.67e+06 wall_t:1095 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.412 +2026-01-08 10:11:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.51 total_reward_ma:-9.66 loss:-0.03206 fps:1525 +frame:1.68e+06 wall_t:1102 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.391 +2026-01-08 10:11:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.55 total_reward_ma:-9.66 loss:-0.03633 fps:1525 +frame:1.69e+06 wall_t:1108 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.484 +2026-01-08 10:11:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.47 total_reward_ma:-9.65 loss:-0.03434 fps:1525 +frame:1.70e+06 wall_t:1115 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.43 +2026-01-08 10:11:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.48 total_reward_ma:-9.65 loss:-0.03267 fps:1525 +frame:1.71e+06 wall_t:1121 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.427 +2026-01-08 10:11:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.65 loss:-0.03391 fps:1525 +frame:1.72e+06 wall_t:1128 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.487 +2026-01-08 10:11:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.48 total_reward_ma:-9.65 loss:-0.0322 fps:1526 +frame:1.73e+06 wall_t:1134 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.378 +2026-01-08 10:11:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-9.65 loss:-0.03574 fps:1525 +frame:1.74e+06 wall_t:1141 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.484 +2026-01-08 10:12:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.64 loss:-0.03303 fps:1524 +frame:1.75e+06 wall_t:1148 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.393 +2026-01-08 10:12:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.64 loss:-0.03266 fps:1525 +frame:1.76e+06 wall_t:1154 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.396 +2026-01-08 10:12:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.65 loss:-0.03124 fps:1526 +frame:1.77e+06 wall_t:1160 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.423 +2026-01-08 10:12:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.65 loss:-0.03625 fps:1525 +frame:1.78e+06 wall_t:1167 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.462 +2026-01-08 10:12:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.65 loss:-0.03476 fps:1525 +frame:1.79e+06 wall_t:1174 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.377 +2026-01-08 10:12:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.65 loss:-0.03147 fps:1525 +frame:1.80e+06 wall_t:1180 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.363 +2026-01-08 10:12:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.65 loss:-0.03481 fps:1526 +frame:1.81e+06 wall_t:1186 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.4 +2026-01-08 10:12:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.65 loss:-0.03245 fps:1526 +frame:1.82e+06 wall_t:1193 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.433 +2026-01-08 10:12:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.65 loss:-0.03258 fps:1525 +frame:1.83e+06 wall_t:1200 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.329 +2026-01-08 10:13:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.65 loss:-0.03187 fps:1524 +frame:1.84e+06 wall_t:1207 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.277 +2026-01-08 10:13:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.65 loss:-0.03355 fps:1525 +frame:1.85e+06 wall_t:1213 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.379 +2026-01-08 10:13:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.65 loss:-0.03275 fps:1526 +frame:1.86e+06 wall_t:1219 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.31 +2026-01-08 10:13:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.65 loss:-0.03636 fps:1525 +frame:1.87e+06 wall_t:1226 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.383 +2026-01-08 10:13:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.65 loss:-0.03166 fps:1526 +frame:1.88e+06 wall_t:1232 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.404 +2026-01-08 10:13:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.65 loss:-0.03416 fps:1525 +frame:1.89e+06 wall_t:1239 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.313 +2026-01-08 10:13:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.65 loss:-0.03495 fps:1526 +frame:1.90e+06 wall_t:1245 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.384 +2026-01-08 10:13:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.65 loss:-0.03255 fps:1526 +frame:1.91e+06 wall_t:1252 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.268 +2026-01-08 10:13:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.02 total_reward_ma:-9.66 loss:-0.03494 fps:1525 +frame:1.92e+06 wall_t:1259 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.424 +2026-01-08 10:14:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.02 total_reward_ma:-9.66 loss:-0.03216 fps:1526 +frame:1.93e+06 wall_t:1265 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.364 +2026-01-08 10:14:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.03 total_reward_ma:-9.66 loss:-0.03009 fps:1525 +frame:1.94e+06 wall_t:1272 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.256 +2026-01-08 10:14:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.15 total_reward_ma:-9.67 loss:-0.03756 fps:1526 +frame:1.95e+06 wall_t:1278 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.368 +2026-01-08 10:14:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.18 total_reward_ma:-9.67 loss:-0.03364 fps:1525 +frame:1.96e+06 wall_t:1285 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.301 +2026-01-08 10:14:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.37 total_reward_ma:-9.68 loss:-0.03396 fps:1526 +frame:1.97e+06 wall_t:1291 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.368 +2026-01-08 10:14:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.36 total_reward_ma:-9.69 loss:-0.03908 fps:1525 +frame:1.98e+06 wall_t:1298 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.507 +2026-01-08 10:14:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.30 total_reward_ma:-9.70 loss:-0.03395 fps:1526 +frame:1.99e+06 wall_t:1304 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.295 +2026-01-08 10:14:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.33 total_reward_ma:-9.70 loss:-0.0328 fps:1526 +frame:2.00e+06 wall_t:1311 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.373 +2026-01-08 10:14:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.35 total_reward_ma:-9.71 loss:-0.03371 fps:1525 +frame:2.01e+06 wall_t:1318 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:2.376 +2026-01-08 10:14:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.27 total_reward_ma:-9.72 loss:-0.03335 fps:1525 +frame:2.02e+06 wall_t:1325 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.428 +2026-01-08 10:15:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.41 total_reward_ma:-9.72 loss:-0.03156 fps:1525 +frame:2.03e+06 wall_t:1331 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.257 +2026-01-08 10:15:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.41 total_reward_ma:-9.73 loss:-0.0332 fps:1525 +frame:2.04e+06 wall_t:1338 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.36 +2026-01-08 10:15:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.42 total_reward_ma:-9.73 loss:-0.02998 fps:1525 +frame:2.05e+06 wall_t:1344 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.188 +2026-01-08 10:15:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.48 total_reward_ma:-9.74 loss:-0.03228 fps:1526 +frame:2.06e+06 wall_t:1350 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.342 +2026-01-08 10:15:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.34 total_reward_ma:-9.75 loss:-0.03143 fps:1525 +frame:2.07e+06 wall_t:1357 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:2.294 +2026-01-08 10:15:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.26 total_reward_ma:-9.75 loss:-0.03189 fps:1526 +frame:2.08e+06 wall_t:1363 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.429 +2026-01-08 10:15:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.18 total_reward_ma:-9.75 loss:-0.03375 fps:1526 +frame:2.09e+06 wall_t:1370 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.404 +2026-01-08 10:15:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.14 total_reward_ma:-9.76 loss:-0.03454 fps:1526 +frame:2.10e+06 wall_t:1376 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.316 +2026-01-08 10:15:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.76 loss:-0.03235 fps:1526 +frame:2.11e+06 wall_t:1383 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:2.295 +2026-01-08 10:16:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.76 loss:-0.0308 fps:1525 +frame:2.12e+06 wall_t:1390 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.297 +2026-01-08 10:16:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.76 loss:-0.03176 fps:1526 +frame:2.13e+06 wall_t:1396 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.384 +2026-01-08 10:16:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.76 loss:-0.03152 fps:1526 +frame:2.14e+06 wall_t:1402 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:2.401 +2026-01-08 10:16:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.76 loss:-0.03267 fps:1526 +frame:2.15e+06 wall_t:1409 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.402 +2026-01-08 10:16:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.03185 fps:1525 +frame:2.16e+06 wall_t:1416 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:2.453 +2026-01-08 10:16:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.76 loss:-0.03327 fps:1526 +frame:2.17e+06 wall_t:1422 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.445 +2026-01-08 10:16:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.03329 fps:1526 +frame:2.18e+06 wall_t:1429 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:2.442 +2026-01-08 10:16:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.03524 fps:1525 +frame:2.19e+06 wall_t:1436 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:2.454 +2026-01-08 10:16:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.75 loss:-0.03157 fps:1526 +frame:2.20e+06 wall_t:1442 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.325 +2026-01-08 10:17:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.75 loss:-0.03313 fps:1525 +frame:2.21e+06 wall_t:1449 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:2.427 +2026-01-08 10:17:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.75 loss:-0.03226 fps:1526 +frame:2.22e+06 wall_t:1455 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:2.333 +2026-01-08 10:17:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.75 loss:-0.03447 fps:1526 +frame:2.23e+06 wall_t:1461 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.431 +2026-01-08 10:17:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.74 loss:-0.03267 fps:1526 +frame:2.24e+06 wall_t:1468 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:2.491 +2026-01-08 10:17:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.74 loss:-0.03597 fps:1526 +frame:2.25e+06 wall_t:1474 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:2.343 +2026-01-08 10:17:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.74 loss:-0.03606 fps:1527 +frame:2.26e+06 wall_t:1480 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:2.39 +2026-01-08 10:17:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.73 loss:-0.03456 fps:1527 +frame:2.27e+06 wall_t:1487 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:2.507 +2026-01-08 10:17:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.73 loss:-0.03265 fps:1526 +frame:2.28e+06 wall_t:1494 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.497 +2026-01-08 10:17:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.73 loss:-0.0344 fps:1526 +frame:2.29e+06 wall_t:1501 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:2.527 +2026-01-08 10:18:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.73 loss:-0.03561 fps:1526 +frame:2.30e+06 wall_t:1507 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.549 +2026-01-08 10:18:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.73 loss:-0.03484 fps:1527 +frame:2.31e+06 wall_t:1513 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:2.473 +2026-01-08 10:18:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.73 loss:-0.03529 fps:1527 +frame:2.32e+06 wall_t:1519 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:2.374 +2026-01-08 10:18:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.73 loss:-0.03321 fps:1527 +frame:2.33e+06 wall_t:1526 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:2.347 +2026-01-08 10:18:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.73 loss:-0.03463 fps:1527 +frame:2.34e+06 wall_t:1532 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:2.47 +2026-01-08 10:18:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.73 loss:-0.03435 fps:1528 +frame:2.35e+06 wall_t:1538 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:2.408 +2026-01-08 10:18:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.73 loss:-0.03483 fps:1528 +frame:2.36e+06 wall_t:1545 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:2.351 +2026-01-08 10:18:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.74 loss:-0.03246 fps:1527 +frame:2.37e+06 wall_t:1552 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:2.27 +2026-01-08 10:18:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.74 loss:-0.0301 fps:1527 +frame:2.38e+06 wall_t:1559 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:2.31 +2026-01-08 10:18:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.75 loss:-0.03207 fps:1528 +frame:2.39e+06 wall_t:1564 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:2.32 +2026-01-08 10:19:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.75 loss:-0.03099 fps:1528 +frame:2.40e+06 wall_t:1571 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:2.217 +2026-01-08 10:19:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.76 loss:-0.0335 fps:1528 +frame:2.41e+06 wall_t:1577 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:2.262 +2026-01-08 10:19:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.22 total_reward_ma:-9.77 loss:-0.02779 fps:1528 +frame:2.42e+06 wall_t:1584 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:2.042 +2026-01-08 10:19:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.36 total_reward_ma:-9.78 loss:-0.02836 fps:1527 +frame:2.43e+06 wall_t:1591 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:2.059 +2026-01-08 10:19:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.60 total_reward_ma:-9.79 loss:-0.02902 fps:1528 +frame:2.44e+06 wall_t:1597 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:2.076 +2026-01-08 10:19:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.63 total_reward_ma:-9.80 loss:-0.02759 fps:1527 +frame:2.45e+06 wall_t:1604 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:2.029 +2026-01-08 10:19:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.63 total_reward_ma:-9.81 loss:-0.02959 fps:1528 +frame:2.46e+06 wall_t:1610 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:2.208 +2026-01-08 10:19:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.62 total_reward_ma:-9.83 loss:-0.02889 fps:1528 +frame:2.47e+06 wall_t:1617 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.927 +2026-01-08 10:19:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.49 total_reward_ma:-9.84 loss:-0.02729 fps:1528 +frame:2.48e+06 wall_t:1623 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.99 +2026-01-08 10:20:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.17 total_reward_ma:-9.85 loss:-0.02899 fps:1528 +frame:2.49e+06 wall_t:1630 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.9 +2026-01-08 10:20:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.19 total_reward_ma:-9.86 loss:-0.02762 fps:1528 +frame:2.50e+06 wall_t:1636 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.872 +2026-01-08 10:20:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.19 total_reward_ma:-9.87 loss:-0.02803 fps:1528 +frame:2.51e+06 wall_t:1643 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:2.047 +2026-01-08 10:20:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.08 total_reward_ma:-9.87 loss:-0.0289 fps:1528 +frame:2.52e+06 wall_t:1649 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:2.088 +2026-01-08 10:20:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.88 loss:-0.025 fps:1528 +frame:2.53e+06 wall_t:1656 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.752 +2026-01-08 10:20:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.88 loss:-0.03032 fps:1528 +frame:2.54e+06 wall_t:1662 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:2.045 +2026-01-08 10:20:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.89 loss:-0.02332 fps:1528 +frame:2.55e+06 wall_t:1669 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:2.011 +2026-01-08 10:20:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.89 loss:-0.03033 fps:1528 +frame:2.56e+06 wall_t:1675 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:2.073 +2026-01-08 10:20:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.89 loss:-0.03089 fps:1529 +frame:2.57e+06 wall_t:1681 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:2.005 +2026-01-08 10:21:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.90 loss:-0.03057 fps:1529 +frame:2.58e+06 wall_t:1687 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:2.028 +2026-01-08 10:21:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.90 loss:-0.02819 fps:1529 +frame:2.59e+06 wall_t:1694 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.917 +2026-01-08 10:21:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.90 loss:-0.02682 fps:1529 +frame:2.60e+06 wall_t:1700 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:2.003 +2026-01-08 10:21:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.90 loss:-0.03024 fps:1529 +frame:2.61e+06 wall_t:1707 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:2.125 +2026-01-08 10:21:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.90 loss:-0.02983 fps:1529 +frame:2.62e+06 wall_t:1713 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:2.066 +2026-01-08 10:21:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.54 total_reward_ma:-9.90 loss:-0.03221 fps:1529 +frame:2.63e+06 wall_t:1720 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:2.07 +2026-01-08 10:21:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.91 loss:-0.02753 fps:1530 +frame:2.64e+06 wall_t:1726 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.971 +2026-01-08 10:21:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.51 total_reward_ma:-9.91 loss:-0.02754 fps:1530 +frame:2.65e+06 wall_t:1732 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.966 +2026-01-08 10:21:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.91 loss:-0.03266 fps:1530 +frame:2.66e+06 wall_t:1739 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:2.214 +2026-01-08 10:22:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.91 loss:-0.02811 fps:1529 +frame:2.67e+06 wall_t:1746 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.967 +2026-01-08 10:22:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.91 loss:-0.02931 fps:1530 +frame:2.68e+06 wall_t:1752 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.883 +2026-01-08 10:22:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.91 loss:-0.03069 fps:1530 +frame:2.69e+06 wall_t:1758 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:2.231 +2026-01-08 10:22:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.92 loss:-0.02888 fps:1530 +frame:2.70e+06 wall_t:1765 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:2.199 +2026-01-08 10:22:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.92 loss:-0.02937 fps:1530 +frame:2.71e+06 wall_t:1771 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:2.022 +2026-01-08 10:22:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.92 loss:-0.02926 fps:1531 +frame:2.72e+06 wall_t:1777 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:2.076 +2026-01-08 10:22:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.92 loss:-0.03545 fps:1530 +frame:2.73e+06 wall_t:1784 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:2.314 +2026-01-08 10:22:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.92 loss:-0.03101 fps:1531 +frame:2.74e+06 wall_t:1790 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:2.22 +2026-01-08 10:22:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.92 loss:-0.03036 fps:1530 +frame:2.75e+06 wall_t:1797 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:2.02 +2026-01-08 10:22:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.93 loss:-0.03468 fps:1531 +frame:2.76e+06 wall_t:1803 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:2.335 +2026-01-08 10:23:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.93 loss:-0.03151 fps:1530 +frame:2.77e+06 wall_t:1810 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:2.327 +2026-01-08 10:23:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.93 loss:-0.02899 fps:1530 +frame:2.78e+06 wall_t:1817 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:2.106 +2026-01-08 10:23:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.93 loss:-0.03533 fps:1530 +frame:2.79e+06 wall_t:1823 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:2.278 +2026-01-08 10:23:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.93 loss:-0.03268 fps:1531 +frame:2.80e+06 wall_t:1829 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:2.209 +2026-01-08 10:23:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.04 total_reward_ma:-9.93 loss:-0.03183 fps:1531 +frame:2.81e+06 wall_t:1836 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:2.07 +2026-01-08 10:23:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.23 total_reward_ma:-9.94 loss:-0.03278 fps:1531 +frame:2.82e+06 wall_t:1842 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:2.166 +2026-01-08 10:23:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.23 total_reward_ma:-9.94 loss:-0.03042 fps:1531 +frame:2.83e+06 wall_t:1848 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:2.06 +2026-01-08 10:23:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.29 total_reward_ma:-9.95 loss:-0.03167 fps:1532 +frame:2.84e+06 wall_t:1854 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:2.064 +2026-01-08 10:23:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.52 total_reward_ma:-9.95 loss:-0.02936 fps:1531 +frame:2.85e+06 wall_t:1861 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.962 +2026-01-08 10:24:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.72 total_reward_ma:-9.96 loss:-0.03208 fps:1532 +frame:2.86e+06 wall_t:1867 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:2.134 +2026-01-08 10:24:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.74 total_reward_ma:-9.97 loss:-0.02915 fps:1532 +frame:2.87e+06 wall_t:1873 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:2.076 +2026-01-08 10:24:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.81 total_reward_ma:-9.98 loss:-0.03256 fps:1533 +frame:2.88e+06 wall_t:1879 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:2.185 +2026-01-08 10:24:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.84 total_reward_ma:-9.99 loss:-0.03116 fps:1532 +frame:2.89e+06 wall_t:1886 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:2.047 +2026-01-08 10:24:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.85 total_reward_ma:-10.00 loss:-0.03086 fps:1533 +frame:2.90e+06 wall_t:1892 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:2.074 +2026-01-08 10:24:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.02 total_reward_ma:-10.01 loss:-0.03231 fps:1533 +frame:2.91e+06 wall_t:1898 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:2.273 +2026-01-08 10:24:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.04 total_reward_ma:-10.02 loss:-0.03209 fps:1534 +frame:2.92e+06 wall_t:1904 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:2.21 +2026-01-08 10:24:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.99 total_reward_ma:-10.03 loss:-0.03337 fps:1534 +frame:2.93e+06 wall_t:1910 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:2.266 +2026-01-08 10:24:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.91 total_reward_ma:-10.04 loss:-0.03268 fps:1534 +frame:2.94e+06 wall_t:1917 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:2.27 +2026-01-08 10:24:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.91 total_reward_ma:-10.05 loss:-0.03284 fps:1534 +frame:2.95e+06 wall_t:1923 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:2.281 +2026-01-08 10:25:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.93 total_reward_ma:-10.05 loss:-0.03087 fps:1534 +frame:2.96e+06 wall_t:1929 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:2.281 +2026-01-08 10:25:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.95 total_reward_ma:-10.06 loss:-0.034 fps:1534 +frame:2.97e+06 wall_t:1936 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:2.356 +2026-01-08 10:25:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.99 total_reward_ma:-10.06 loss:-0.03238 fps:1535 +frame:2.98e+06 wall_t:1942 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:2.286 +2026-01-08 10:25:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.99 total_reward_ma:-10.07 loss:-0.03035 fps:1535 +frame:2.99e+06 wall_t:1948 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:2.285 +2026-01-08 10:25:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.05 total_reward_ma:-10.08 loss:-0.0306 fps:1535 +frame:3.00e+06 wall_t:1954 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:2.024 +2026-01-08 10:25:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.02 total_reward_ma:-10.09 loss:-0.0352 fps:1536 +frame:3.01e+06 wall_t:1960 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:2.345 +2026-01-08 10:25:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.00 total_reward_ma:-10.09 loss:-0.03432 fps:1535 +frame:3.02e+06 wall_t:1967 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:2.374 +2026-01-08 10:25:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.05 total_reward_ma:-10.10 loss:-0.03318 fps:1536 +frame:3.03e+06 wall_t:1973 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:2.268 +2026-01-08 10:25:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.10 total_reward_ma:-10.11 loss:-0.03361 fps:1536 +frame:3.04e+06 wall_t:1979 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:2.356 +2026-01-08 10:26:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.14 total_reward_ma:-10.11 loss:-0.03235 fps:1537 +frame:3.05e+06 wall_t:1985 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:2.335 +2026-01-08 10:26:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.09 total_reward_ma:-10.12 loss:-0.0295 fps:1536 +frame:3.06e+06 wall_t:1992 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:2.275 +2026-01-08 10:26:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.25 total_reward_ma:-10.13 loss:-0.03291 fps:1537 +frame:3.07e+06 wall_t:1998 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:2.205 +2026-01-08 10:26:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.29 total_reward_ma:-10.14 loss:-0.0332 fps:1537 +frame:3.08e+06 wall_t:2004 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:2.294 +2026-01-08 10:26:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.26 total_reward_ma:-10.15 loss:-0.03269 fps:1537 +frame:3.09e+06 wall_t:2010 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:2.267 +2026-01-08 10:26:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.26 total_reward_ma:-10.16 loss:-0.03415 fps:1538 +frame:3.10e+06 wall_t:2016 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:2.355 +2026-01-08 10:26:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.23 total_reward_ma:-10.17 loss:-0.0329 fps:1538 +frame:3.11e+06 wall_t:2022 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:2.348 +2026-01-08 10:26:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.16 total_reward_ma:-10.19 loss:-0.03471 fps:1538 +frame:3.12e+06 wall_t:2028 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:2.26 +2026-01-08 10:26:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.16 total_reward_ma:-10.20 loss:-0.03174 fps:1539 +frame:3.13e+06 wall_t:2034 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:2.231 +2026-01-08 10:26:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.15 total_reward_ma:-10.21 loss:-0.03294 fps:1539 +frame:3.14e+06 wall_t:2040 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:2.159 +2026-01-08 10:27:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.17 total_reward_ma:-10.23 loss:-0.03179 fps:1540 +frame:3.15e+06 wall_t:2046 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:2.182 +2026-01-08 10:27:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.18 total_reward_ma:-10.24 loss:-0.0328 fps:1540 +frame:3.16e+06 wall_t:2052 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:2.148 +2026-01-08 10:27:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.23 total_reward_ma:-10.26 loss:-0.03428 fps:1540 +frame:3.17e+06 wall_t:2058 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:2.248 +2026-01-08 10:27:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.28 total_reward_ma:-10.27 loss:-0.03229 fps:1540 +frame:3.18e+06 wall_t:2065 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:2.146 +2026-01-08 10:27:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.32 total_reward_ma:-10.29 loss:-0.03406 fps:1540 +frame:3.19e+06 wall_t:2071 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:2.198 +2026-01-08 10:27:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.47 total_reward_ma:-10.30 loss:-0.02868 fps:1541 +frame:3.20e+06 wall_t:2077 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:2.053 +2026-01-08 10:27:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.47 total_reward_ma:-10.32 loss:-0.02959 fps:1540 +frame:3.21e+06 wall_t:2084 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.786 +2026-01-08 10:27:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.37 total_reward_ma:-10.34 loss:-0.0292 fps:1541 +frame:3.22e+06 wall_t:2090 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.97 +2026-01-08 10:27:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.40 total_reward_ma:-10.35 loss:-0.03126 fps:1541 +frame:3.23e+06 wall_t:2096 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:2.037 +2026-01-08 10:27:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.63 total_reward_ma:-10.37 loss:-0.03417 fps:1541 +frame:3.24e+06 wall_t:2102 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:2.279 +2026-01-08 10:28:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.68 total_reward_ma:-10.39 loss:-0.02638 fps:1542 +frame:3.25e+06 wall_t:2108 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.911 +2026-01-08 10:28:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.79 total_reward_ma:-10.41 loss:-0.03121 fps:1542 +frame:3.26e+06 wall_t:2114 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:2.101 +2026-01-08 10:28:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.79 total_reward_ma:-10.43 loss:-0.02892 fps:1542 +frame:3.27e+06 wall_t:2120 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:2.117 +2026-01-08 10:28:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.80 total_reward_ma:-10.45 loss:-0.03404 fps:1542 +frame:3.28e+06 wall_t:2127 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:2.267 +2026-01-08 10:28:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.95 total_reward_ma:-10.48 loss:-0.03154 fps:1542 +frame:3.29e+06 wall_t:2133 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:2.059 +2026-01-08 10:28:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.87 total_reward_ma:-10.50 loss:-0.03367 fps:1543 +frame:3.30e+06 wall_t:2139 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:2.103 +2026-01-08 10:28:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.94 total_reward_ma:-10.52 loss:-0.02972 fps:1543 +frame:3.31e+06 wall_t:2145 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:2.161 +2026-01-08 10:28:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.82 total_reward_ma:-10.54 loss:-0.03028 fps:1543 +frame:3.32e+06 wall_t:2151 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.931 +2026-01-08 10:28:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.68 total_reward_ma:-10.56 loss:-0.03036 fps:1544 +frame:3.33e+06 wall_t:2157 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:2.238 +2026-01-08 10:28:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.72 total_reward_ma:-10.57 loss:-0.02624 fps:1544 +frame:3.34e+06 wall_t:2163 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.938 +2026-01-08 10:29:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.81 total_reward_ma:-10.59 loss:-0.02949 fps:1544 +frame:3.35e+06 wall_t:2170 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:2.038 +2026-01-08 10:29:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.87 total_reward_ma:-10.61 loss:-0.02781 fps:1544 +frame:3.36e+06 wall_t:2176 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:2.155 +2026-01-08 10:29:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.87 total_reward_ma:-10.63 loss:-0.02902 fps:1544 +frame:3.37e+06 wall_t:2182 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.936 +2026-01-08 10:29:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.88 total_reward_ma:-10.65 loss:-0.0247 fps:1545 +frame:3.38e+06 wall_t:2188 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.96 +2026-01-08 10:29:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.82 total_reward_ma:-10.67 loss:-0.02686 fps:1545 +frame:3.39e+06 wall_t:2194 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.963 +2026-01-08 10:29:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.80 total_reward_ma:-10.69 loss:-0.03112 fps:1545 +frame:3.40e+06 wall_t:2201 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:2.093 +2026-01-08 10:29:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.79 total_reward_ma:-10.71 loss:-0.03203 fps:1545 +frame:3.41e+06 wall_t:2207 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:2.236 +2026-01-08 10:29:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.83 total_reward_ma:-10.73 loss:-0.02671 fps:1545 +frame:3.42e+06 wall_t:2213 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.969 +2026-01-08 10:29:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.77 total_reward_ma:-10.74 loss:-0.02898 fps:1546 +frame:3.43e+06 wall_t:2219 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:2.13 +2026-01-08 10:29:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.81 total_reward_ma:-10.75 loss:-0.03386 fps:1546 +frame:3.44e+06 wall_t:2225 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:2.036 +2026-01-08 10:30:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.76 total_reward_ma:-10.76 loss:-0.02986 fps:1546 +frame:3.45e+06 wall_t:2231 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:2.013 +2026-01-08 10:30:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.80 total_reward_ma:-10.77 loss:-0.0254 fps:1547 +frame:3.46e+06 wall_t:2237 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.929 +2026-01-08 10:30:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.80 total_reward_ma:-10.79 loss:-0.02872 fps:1547 +frame:3.47e+06 wall_t:2243 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:2.024 +2026-01-08 10:30:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.68 total_reward_ma:-10.80 loss:-0.03257 fps:1547 +frame:3.48e+06 wall_t:2249 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:2.3 +2026-01-08 10:30:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.54 total_reward_ma:-10.81 loss:-0.03015 fps:1547 +frame:3.49e+06 wall_t:2256 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:2.135 +2026-01-08 10:30:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.48 total_reward_ma:-10.82 loss:-0.02903 fps:1548 +frame:3.50e+06 wall_t:2261 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:2.154 +2026-01-08 10:30:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.46 total_reward_ma:-10.84 loss:-0.03139 fps:1548 +frame:3.51e+06 wall_t:2268 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.983 +2026-01-08 10:30:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.40 total_reward_ma:-10.85 loss:-0.02743 fps:1548 +frame:3.52e+06 wall_t:2274 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:2.025 +2026-01-08 10:30:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.34 total_reward_ma:-10.87 loss:-0.02945 fps:1548 +frame:3.53e+06 wall_t:2280 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:2.117 +2026-01-08 10:31:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.26 total_reward_ma:-10.88 loss:-0.03288 fps:1548 +frame:3.54e+06 wall_t:2287 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:2.319 +2026-01-08 10:31:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.27 total_reward_ma:-10.90 loss:-0.03163 fps:1548 +frame:3.55e+06 wall_t:2293 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:2.158 +2026-01-08 10:31:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.23 total_reward_ma:-10.91 loss:-0.02969 fps:1548 +frame:3.56e+06 wall_t:2299 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:2.036 +2026-01-08 10:31:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.21 total_reward_ma:-10.93 loss:-0.03208 fps:1549 +frame:3.57e+06 wall_t:2305 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:2.084 +2026-01-08 10:31:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.04 total_reward_ma:-10.94 loss:-0.02924 fps:1549 +frame:3.58e+06 wall_t:2311 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.975 +2026-01-08 10:31:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.91 total_reward_ma:-10.95 loss:-0.03129 fps:1549 +frame:3.59e+06 wall_t:2317 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.946 +2026-01-08 10:31:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.05 total_reward_ma:-10.97 loss:-0.02377 fps:1550 +frame:3.60e+06 wall_t:2323 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.56 +2026-01-08 10:31:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.97 total_reward_ma:-10.98 loss:-0.02757 fps:1549 +frame:3.61e+06 wall_t:2330 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.843 +2026-01-08 10:31:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.99 total_reward_ma:-11.00 loss:-0.0278 fps:1550 +frame:3.62e+06 wall_t:2336 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.86 +2026-01-08 10:31:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.95 total_reward_ma:-11.01 loss:-0.0294 fps:1550 +frame:3.63e+06 wall_t:2342 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:2.001 +2026-01-08 10:32:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-11.02 total_reward_ma:-11.02 loss:-0.02858 fps:1550 +frame:3.64e+06 wall_t:2349 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.869 +2026-01-08 10:32:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.97 total_reward_ma:-11.04 loss:-0.02928 fps:1550 +frame:3.65e+06 wall_t:2355 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.936 +2026-01-08 10:32:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.91 total_reward_ma:-11.05 loss:-0.03113 fps:1550 +frame:3.66e+06 wall_t:2361 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:2.05 +2026-01-08 10:32:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.96 total_reward_ma:-11.07 loss:-0.03434 fps:1550 +frame:3.67e+06 wall_t:2367 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:2.056 +2026-01-08 10:32:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.91 total_reward_ma:-11.08 loss:-0.02757 fps:1551 +frame:3.68e+06 wall_t:2373 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.946 +2026-01-08 10:32:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.77 total_reward_ma:-11.09 loss:-0.02885 fps:1550 +frame:3.69e+06 wall_t:2380 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.981 +2026-01-08 10:32:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.56 total_reward_ma:-11.10 loss:-0.03073 fps:1551 +frame:3.70e+06 wall_t:2386 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:2.193 +2026-01-08 10:32:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.52 total_reward_ma:-11.11 loss:-0.03101 fps:1551 +frame:3.71e+06 wall_t:2392 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:2.226 +2026-01-08 10:32:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.48 total_reward_ma:-11.11 loss:-0.03015 fps:1551 +frame:3.72e+06 wall_t:2399 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:2.045 +2026-01-08 10:33:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.44 total_reward_ma:-11.12 loss:-0.02992 fps:1551 +frame:3.73e+06 wall_t:2405 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.989 +2026-01-08 10:33:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.42 total_reward_ma:-11.13 loss:-0.02959 fps:1551 +frame:3.74e+06 wall_t:2411 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.956 +2026-01-08 10:33:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.39 total_reward_ma:-11.14 loss:-0.02748 fps:1551 +frame:3.75e+06 wall_t:2418 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.741 +2026-01-08 10:33:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.49 total_reward_ma:-11.14 loss:-0.03025 fps:1551 +frame:3.76e+06 wall_t:2424 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.922 +2026-01-08 10:33:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.34 total_reward_ma:-11.15 loss:-0.03137 fps:1551 +frame:3.77e+06 wall_t:2430 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:2.153 +2026-01-08 10:33:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.40 total_reward_ma:-11.15 loss:-0.03518 fps:1552 +frame:3.78e+06 wall_t:2436 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:2.282 +2026-01-08 10:33:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.43 total_reward_ma:-11.16 loss:-0.03142 fps:1551 +frame:3.79e+06 wall_t:2443 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:2.112 +2026-01-08 10:33:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.46 total_reward_ma:-11.17 loss:-0.03227 fps:1552 +frame:3.80e+06 wall_t:2449 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:2.118 +2026-01-08 10:33:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.64 total_reward_ma:-11.17 loss:-0.03015 fps:1552 +frame:3.81e+06 wall_t:2455 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:2.064 +2026-01-08 10:33:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.57 total_reward_ma:-11.18 loss:-0.02823 fps:1552 +frame:3.82e+06 wall_t:2461 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:2.137 +2026-01-08 10:34:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.57 total_reward_ma:-11.18 loss:-0.03421 fps:1552 +frame:3.83e+06 wall_t:2468 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:2.254 +2026-01-08 10:34:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.53 total_reward_ma:-11.18 loss:-0.03152 fps:1552 +frame:3.84e+06 wall_t:2474 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:2.151 +2026-01-08 10:34:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.53 total_reward_ma:-11.18 loss:-0.03036 fps:1552 +frame:3.85e+06 wall_t:2480 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:2.024 +2026-01-08 10:34:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.44 total_reward_ma:-11.18 loss:-0.02796 fps:1553 +frame:3.86e+06 wall_t:2486 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:2.116 +2026-01-08 10:34:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.36 total_reward_ma:-11.18 loss:-0.03019 fps:1553 +frame:3.87e+06 wall_t:2492 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:2.1 +2026-01-08 10:34:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.41 total_reward_ma:-11.17 loss:-0.03044 fps:1553 +frame:3.88e+06 wall_t:2499 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:2.235 +2026-01-08 10:34:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.31 total_reward_ma:-11.17 loss:-0.03366 fps:1553 +frame:3.89e+06 wall_t:2505 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:2.284 +2026-01-08 10:34:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.30 total_reward_ma:-11.16 loss:-0.03094 fps:1553 +frame:3.90e+06 wall_t:2512 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:2.121 +2026-01-08 10:34:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.26 total_reward_ma:-11.15 loss:-0.03105 fps:1553 +frame:3.91e+06 wall_t:2518 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:2.193 +2026-01-08 10:34:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.23 total_reward_ma:-11.14 loss:-0.03083 fps:1553 +frame:3.92e+06 wall_t:2524 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:2.137 +2026-01-08 10:35:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.20 total_reward_ma:-11.14 loss:-0.03279 fps:1553 +frame:3.93e+06 wall_t:2530 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:2.233 +2026-01-08 10:35:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.22 total_reward_ma:-11.13 loss:-0.02955 fps:1553 +frame:3.94e+06 wall_t:2537 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:2.068 +2026-01-08 10:35:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.15 total_reward_ma:-11.12 loss:-0.02949 fps:1553 +frame:3.95e+06 wall_t:2543 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:2.132 +2026-01-08 10:35:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-11.11 loss:-0.02744 fps:1553 +frame:3.96e+06 wall_t:2550 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:2.051 +2026-01-08 10:35:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.09 total_reward_ma:-11.10 loss:-0.03329 fps:1553 +frame:3.97e+06 wall_t:2556 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:2.303 +2026-01-08 10:35:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.08 total_reward_ma:-11.10 loss:-0.03372 fps:1553 +frame:3.98e+06 wall_t:2562 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:2.342 +2026-01-08 10:35:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.06 total_reward_ma:-11.09 loss:-0.03054 fps:1553 +frame:3.99e+06 wall_t:2569 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:2.355 +2026-01-08 10:35:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.14 total_reward_ma:-11.08 loss:-0.03299 fps:1553 +frame:4.00e+06 wall_t:2575 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:2.374 +2026-01-08 10:35:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.16 total_reward_ma:-11.07 loss:-0.03352 fps:1553 +frame:4.01e+06 wall_t:2582 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:2.445 +2026-01-08 10:36:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.10 total_reward_ma:-11.06 loss:-0.03543 fps:1554 +frame:4.02e+06 wall_t:2587 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:2.381 +2026-01-08 10:36:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.11 total_reward_ma:-11.05 loss:-0.03318 fps:1554 +frame:4.03e+06 wall_t:2593 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:2.465 +2026-01-08 10:36:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.18 total_reward_ma:-11.04 loss:-0.032 fps:1554 +frame:4.04e+06 wall_t:2599 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:2.416 +2026-01-08 10:36:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.14 total_reward_ma:-11.03 loss:-0.03441 fps:1555 +frame:4.05e+06 wall_t:2605 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:2.282 +2026-01-08 10:36:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.08 total_reward_ma:-11.02 loss:-0.03278 fps:1554 +frame:4.06e+06 wall_t:2612 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:2.401 +2026-01-08 10:36:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.06 total_reward_ma:-11.01 loss:-0.03382 fps:1555 +frame:4.07e+06 wall_t:2618 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:2.395 +2026-01-08 10:36:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.07 total_reward_ma:-11.00 loss:-0.03448 fps:1555 +frame:4.08e+06 wall_t:2624 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:2.367 +2026-01-08 10:36:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.05 total_reward_ma:-10.98 loss:-0.0361 fps:1555 +frame:4.09e+06 wall_t:2630 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:2.456 +2026-01-08 10:36:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.18 total_reward_ma:-10.97 loss:-0.03826 fps:1555 +frame:4.10e+06 wall_t:2636 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:2.361 +2026-01-08 10:36:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.15 total_reward_ma:-10.96 loss:-0.03484 fps:1556 +frame:4.11e+06 wall_t:2642 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:2.325 +2026-01-08 10:37:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.03 total_reward_ma:-10.95 loss:-0.0343 fps:1555 +frame:4.12e+06 wall_t:2649 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:2.416 +2026-01-08 10:37:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.03 total_reward_ma:-10.94 loss:-0.03232 fps:1556 +frame:4.13e+06 wall_t:2655 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:2.314 +2026-01-08 10:37:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.93 loss:-0.03451 fps:1556 +frame:4.14e+06 wall_t:2661 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:2.357 +2026-01-08 10:37:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.92 loss:-0.0342 fps:1555 +frame:4.15e+06 wall_t:2668 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:2.411 +2026-01-08 10:37:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-10.90 loss:-0.03324 fps:1556 +frame:4.16e+06 wall_t:2674 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:2.298 +2026-01-08 10:37:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-10.89 loss:-0.03501 fps:1556 +frame:4.17e+06 wall_t:2680 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:2.271 +2026-01-08 10:37:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-10.88 loss:-0.03387 fps:1556 +frame:4.18e+06 wall_t:2686 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:2.364 +2026-01-08 10:37:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.02 total_reward_ma:-10.86 loss:-0.03487 fps:1556 +frame:4.19e+06 wall_t:2692 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:2.259 +2026-01-08 10:37:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-10.01 total_reward_ma:-10.85 loss:-0.03582 fps:1557 +frame:4.20e+06 wall_t:2698 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:2.405 +2026-01-08 10:37:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-10.83 loss:-0.03692 fps:1557 +frame:4.21e+06 wall_t:2704 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:2.314 +2026-01-08 10:38:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-10.82 loss:-0.0311 fps:1557 +frame:4.22e+06 wall_t:2711 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:2.305 +2026-01-08 10:38:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-10.81 loss:-0.03307 fps:1557 +frame:4.23e+06 wall_t:2717 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:2.339 +2026-01-08 10:38:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-10.79 loss:-0.03286 fps:1557 +frame:4.24e+06 wall_t:2723 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:2.336 +2026-01-08 10:38:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-10.77 loss:-0.03061 fps:1557 +frame:4.25e+06 wall_t:2730 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:2.152 +2026-01-08 10:38:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-10.75 loss:-0.03459 fps:1557 +frame:4.26e+06 wall_t:2736 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:2.336 +2026-01-08 10:38:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-10.73 loss:-0.03152 fps:1557 +frame:4.27e+06 wall_t:2742 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:2.245 +2026-01-08 10:38:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-10.72 loss:-0.03253 fps:1557 +frame:4.28e+06 wall_t:2748 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:2.25 +2026-01-08 10:38:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-10.70 loss:-0.03208 fps:1557 +frame:4.29e+06 wall_t:2755 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:2.25 +2026-01-08 10:38:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-10.68 loss:-0.03143 fps:1557 +frame:4.30e+06 wall_t:2761 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:2.3 +2026-01-08 10:39:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-10.66 loss:-0.02983 fps:1558 +frame:4.31e+06 wall_t:2767 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:2.318 +2026-01-08 10:39:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-10.64 loss:-0.03208 fps:1558 +frame:4.32e+06 wall_t:2773 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:2.393 +2026-01-08 10:39:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-10.62 loss:-0.03271 fps:1558 +frame:4.33e+06 wall_t:2779 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:2.341 +2026-01-08 10:39:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-10.60 loss:-0.03006 fps:1558 +frame:4.34e+06 wall_t:2785 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:2.296 +2026-01-08 10:39:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-10.57 loss:-0.03344 fps:1558 +frame:4.35e+06 wall_t:2792 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:2.362 +2026-01-08 10:39:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-10.55 loss:-0.0323 fps:1559 +frame:4.36e+06 wall_t:2797 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:2.319 +2026-01-08 10:39:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.51 total_reward_ma:-10.53 loss:-0.03203 fps:1559 +frame:4.37e+06 wall_t:2803 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:2.299 +2026-01-08 10:39:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-10.51 loss:-0.03285 fps:1559 +frame:4.38e+06 wall_t:2810 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:2.293 +2026-01-08 10:39:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.43 total_reward_ma:-10.48 loss:-0.034 fps:1559 +frame:4.39e+06 wall_t:2816 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:2.389 +2026-01-08 10:39:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.30 total_reward_ma:-10.46 loss:-0.03355 fps:1559 +frame:4.40e+06 wall_t:2822 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:2.34 +2026-01-08 10:40:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.28 total_reward_ma:-10.43 loss:-0.0344 fps:1559 +frame:4.41e+06 wall_t:2828 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:2.448 +2026-01-08 10:40:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.31 total_reward_ma:-10.41 loss:-0.03331 fps:1560 +frame:4.42e+06 wall_t:2834 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:2.177 +2026-01-08 10:40:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.23 total_reward_ma:-10.38 loss:-0.03603 fps:1559 +frame:4.43e+06 wall_t:2841 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:2.418 +2026-01-08 10:40:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.20 total_reward_ma:-10.35 loss:-0.03215 fps:1560 +frame:4.44e+06 wall_t:2846 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:2.355 +2026-01-08 10:40:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.15 total_reward_ma:-10.33 loss:-0.03544 fps:1560 +frame:4.45e+06 wall_t:2852 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:2.302 +2026-01-08 10:40:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-10.30 loss:-0.03436 fps:1560 +frame:4.46e+06 wall_t:2859 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:2.326 +2026-01-08 10:40:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-10.28 loss:-0.03172 fps:1560 +frame:4.47e+06 wall_t:2865 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:2.262 +2026-01-08 10:40:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.23 total_reward_ma:-10.25 loss:-0.03543 fps:1560 +frame:4.48e+06 wall_t:2871 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:2.399 +2026-01-08 10:40:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.18 total_reward_ma:-10.23 loss:-0.02997 fps:1561 +frame:4.49e+06 wall_t:2877 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:2.211 +2026-01-08 10:40:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.07 total_reward_ma:-10.20 loss:-0.03382 fps:1561 +frame:4.50e+06 wall_t:2883 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:2.243 +2026-01-08 10:41:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-10.18 loss:-0.02934 fps:1561 +frame:4.51e+06 wall_t:2889 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:2.327 +2026-01-08 10:41:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-10.16 loss:-0.03143 fps:1561 +frame:4.52e+06 wall_t:2895 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:2.232 +2026-01-08 10:41:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.97 total_reward_ma:-10.13 loss:-0.0327 fps:1562 +frame:4.53e+06 wall_t:2901 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:2.349 +2026-01-08 10:41:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-10.11 loss:-0.03205 fps:1561 +frame:4.54e+06 wall_t:2908 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:2.277 +2026-01-08 10:41:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-10.09 loss:-0.03151 fps:1561 +frame:4.55e+06 wall_t:2914 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:2.16 +2026-01-08 10:41:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-10.06 loss:-0.03227 fps:1562 +frame:4.56e+06 wall_t:2920 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:2.318 +2026-01-08 10:41:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.95 total_reward_ma:-10.04 loss:-0.03362 fps:1561 +frame:4.57e+06 wall_t:2927 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:2.267 +2026-01-08 10:41:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.87 total_reward_ma:-10.02 loss:-0.03438 fps:1562 +frame:4.58e+06 wall_t:2933 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:2.263 +2026-01-08 10:41:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.92 total_reward_ma:-10.00 loss:-0.03221 fps:1561 +frame:4.59e+06 wall_t:2940 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:2.145 +2026-01-08 10:42:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.06 total_reward_ma:-9.98 loss:-0.03412 fps:1561 +frame:4.60e+06 wall_t:2946 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:2.266 +2026-01-08 10:42:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.03 total_reward_ma:-9.96 loss:-0.03312 fps:1562 +frame:4.61e+06 wall_t:2951 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:2.32 +2026-01-08 10:42:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-9.94 loss:-0.03091 fps:1562 +frame:4.62e+06 wall_t:2958 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:2.281 +2026-01-08 10:42:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-9.92 loss:-0.03134 fps:1562 +frame:4.63e+06 wall_t:2964 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:2.323 +2026-01-08 10:42:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.07 total_reward_ma:-9.90 loss:-0.03211 fps:1562 +frame:4.64e+06 wall_t:2970 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:2.152 +2026-01-08 10:42:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-9.88 loss:-0.03436 fps:1562 +frame:4.65e+06 wall_t:2976 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:2.077 +2026-01-08 10:42:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.03 total_reward_ma:-9.87 loss:-0.03187 fps:1562 +frame:4.66e+06 wall_t:2983 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:2.362 +2026-01-08 10:42:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.18 total_reward_ma:-9.85 loss:-0.03237 fps:1562 +frame:4.67e+06 wall_t:2989 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:2.308 +2026-01-08 10:42:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.08 total_reward_ma:-9.83 loss:-0.0317 fps:1563 +frame:4.68e+06 wall_t:2995 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:2.193 +2026-01-08 10:42:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.18 total_reward_ma:-9.81 loss:-0.03301 fps:1563 +frame:4.69e+06 wall_t:3001 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:2.401 +2026-01-08 10:43:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.13 total_reward_ma:-9.80 loss:-0.03386 fps:1563 +frame:4.70e+06 wall_t:3007 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:2.404 +2026-01-08 10:43:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.21 total_reward_ma:-9.79 loss:-0.03393 fps:1563 +frame:4.71e+06 wall_t:3014 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:2.239 +2026-01-08 10:43:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.21 total_reward_ma:-9.77 loss:-0.03448 fps:1563 +frame:4.72e+06 wall_t:3020 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:2.384 +2026-01-08 10:43:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.20 total_reward_ma:-9.76 loss:-0.03464 fps:1563 +frame:4.73e+06 wall_t:3026 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:2.436 +2026-01-08 10:43:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.16 total_reward_ma:-9.75 loss:-0.03344 fps:1563 +frame:4.74e+06 wall_t:3032 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:2.29 +2026-01-08 10:43:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.07 total_reward_ma:-9.74 loss:-0.03389 fps:1563 +frame:4.75e+06 wall_t:3039 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:2.405 +2026-01-08 10:43:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-9.72 loss:-0.03286 fps:1563 +frame:4.76e+06 wall_t:3045 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:2.203 +2026-01-08 10:43:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.71 loss:-0.03576 fps:1563 +frame:4.77e+06 wall_t:3051 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:2.443 +2026-01-08 10:43:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-9.69 loss:-0.03488 fps:1564 +frame:4.78e+06 wall_t:3057 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:2.419 +2026-01-08 10:43:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.77 total_reward_ma:-9.68 loss:-0.0346 fps:1564 +frame:4.79e+06 wall_t:3063 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:2.382 +2026-01-08 10:44:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.73 total_reward_ma:-9.66 loss:-0.03463 fps:1564 +frame:4.80e+06 wall_t:3070 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:2.365 +2026-01-08 10:44:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.73 total_reward_ma:-9.64 loss:-0.0326 fps:1564 +frame:4.81e+06 wall_t:3076 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:2.34 +2026-01-08 10:44:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.77 total_reward_ma:-9.62 loss:-0.03396 fps:1564 +frame:4.82e+06 wall_t:3082 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:2.255 +2026-01-08 10:44:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.74 total_reward_ma:-9.60 loss:-0.03285 fps:1564 +frame:4.83e+06 wall_t:3089 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:2.475 +2026-01-08 10:44:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.75 total_reward_ma:-9.59 loss:-0.03212 fps:1564 +frame:4.84e+06 wall_t:3095 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:2.327 +2026-01-08 10:44:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.75 total_reward_ma:-9.57 loss:-0.03369 fps:1564 +frame:4.85e+06 wall_t:3101 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:2.439 +2026-01-08 10:44:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.69 total_reward_ma:-9.55 loss:-0.03573 fps:1564 +frame:4.86e+06 wall_t:3108 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:2.336 +2026-01-08 10:44:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.70 total_reward_ma:-9.53 loss:-0.03419 fps:1564 +frame:4.87e+06 wall_t:3113 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:2.272 +2026-01-08 10:44:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.68 total_reward_ma:-9.52 loss:-0.03264 fps:1565 +frame:4.88e+06 wall_t:3119 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:2.303 +2026-01-08 10:45:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.67 total_reward_ma:-9.50 loss:-0.03256 fps:1564 +frame:4.89e+06 wall_t:3126 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:2.372 +2026-01-08 10:45:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.63 total_reward_ma:-9.48 loss:-0.03481 fps:1564 +frame:4.90e+06 wall_t:3132 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:2.382 +2026-01-08 10:45:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.52 total_reward_ma:-9.47 loss:-0.0332 fps:1565 +frame:4.91e+06 wall_t:3138 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:2.39 +2026-01-08 10:45:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.37 total_reward_ma:-9.45 loss:-0.03674 fps:1565 +frame:4.92e+06 wall_t:3144 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:2.418 +2026-01-08 10:45:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.38 total_reward_ma:-9.43 loss:-0.03259 fps:1565 +frame:4.93e+06 wall_t:3151 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:2.352 +2026-01-08 10:45:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.15 total_reward_ma:-9.41 loss:-0.03538 fps:1565 +frame:4.94e+06 wall_t:3157 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:2.417 +2026-01-08 10:45:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.14 total_reward_ma:-9.39 loss:-0.03519 fps:1565 +frame:4.95e+06 wall_t:3163 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:2.403 +2026-01-08 10:45:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.13 total_reward_ma:-9.37 loss:-0.03154 fps:1565 +frame:4.96e+06 wall_t:3169 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:2.259 +2026-01-08 10:45:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.15 total_reward_ma:-9.35 loss:-0.03124 fps:1565 +frame:4.97e+06 wall_t:3176 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:2.381 +2026-01-08 10:45:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.13 total_reward_ma:-9.33 loss:-0.03312 fps:1565 +frame:4.98e+06 wall_t:3182 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:2.317 +2026-01-08 10:46:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-9.31 loss:-0.03285 fps:1565 +frame:4.99e+06 wall_t:3188 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:2.279 +2026-01-08 10:46:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.99 total_reward_ma:-9.29 loss:-0.03321 fps:1565 +frame:5.00e+06 wall_t:3195 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:2.359 +2026-01-08 10:46:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-9.27 loss:-0.03622 fps:1565 +frame:5.01e+06 wall_t:3201 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:2.413 +2026-01-08 10:46:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.03 total_reward_ma:-9.25 loss:-0.03382 fps:1565 +frame:5.02e+06 wall_t:3207 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:2.376 +2026-01-08 10:46:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.98 total_reward_ma:-9.23 loss:-0.03031 fps:1565 +frame:5.03e+06 wall_t:3214 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:2.307 +2026-01-08 10:46:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.84 total_reward_ma:-9.20 loss:-0.03285 fps:1566 +frame:5.04e+06 wall_t:3219 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:2.376 +2026-01-08 10:46:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-9.18 loss:-0.03246 fps:1565 +frame:5.05e+06 wall_t:3226 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:2.419 +2026-01-08 10:46:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.83 total_reward_ma:-9.16 loss:-0.03322 fps:1566 +frame:5.06e+06 wall_t:3232 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:2.391 +2026-01-08 10:46:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.80 total_reward_ma:-9.13 loss:-0.03142 fps:1565 +frame:5.07e+06 wall_t:3239 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:2.329 +2026-01-08 10:47:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-9.11 loss:-0.03419 fps:1565 +frame:5.08e+06 wall_t:3245 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:2.322 +2026-01-08 10:47:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.70 total_reward_ma:-9.09 loss:-0.0305 fps:1566 +frame:5.09e+06 wall_t:3251 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:2.237 +2026-01-08 10:47:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.70 total_reward_ma:-9.06 loss:-0.02878 fps:1565 +frame:5.10e+06 wall_t:3258 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:2.27 +2026-01-08 10:47:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.70 total_reward_ma:-9.04 loss:-0.03338 fps:1566 +frame:5.11e+06 wall_t:3264 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:2.348 +2026-01-08 10:47:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.60 total_reward_ma:-9.01 loss:-0.0315 fps:1566 +frame:5.12e+06 wall_t:3270 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:2.231 +2026-01-08 10:47:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.70 total_reward_ma:-8.99 loss:-0.03251 fps:1566 +frame:5.13e+06 wall_t:3276 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:2.373 +2026-01-08 10:47:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.65 total_reward_ma:-8.97 loss:-0.03117 fps:1566 +frame:5.14e+06 wall_t:3283 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:2.294 +2026-01-08 10:47:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.61 total_reward_ma:-8.94 loss:-0.03004 fps:1566 +frame:5.15e+06 wall_t:3289 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:2.33 +2026-01-08 10:47:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-8.92 loss:-0.03243 fps:1566 +frame:5.16e+06 wall_t:3295 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:2.315 +2026-01-08 10:47:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-8.90 loss:-0.03158 fps:1566 +frame:5.17e+06 wall_t:3302 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:2.395 +2026-01-08 10:48:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-8.87 loss:-0.03212 fps:1566 +frame:5.18e+06 wall_t:3308 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:2.343 +2026-01-08 10:48:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-8.84 loss:-0.03344 fps:1566 +frame:5.19e+06 wall_t:3314 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:2.423 +2026-01-08 10:48:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.49 total_reward_ma:-8.82 loss:-0.03126 fps:1566 +frame:5.20e+06 wall_t:3320 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:2.275 +2026-01-08 10:48:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-8.79 loss:-0.03166 fps:1566 +frame:5.21e+06 wall_t:3326 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:2.31 +2026-01-08 10:48:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.44 total_reward_ma:-8.77 loss:-0.03169 fps:1567 +frame:5.22e+06 wall_t:3332 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:2.184 +2026-01-08 10:48:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.41 total_reward_ma:-8.74 loss:-0.03188 fps:1566 +frame:5.23e+06 wall_t:3339 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:2.292 +2026-01-08 10:48:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-8.72 loss:-0.02956 fps:1567 +frame:5.24e+06 wall_t:3345 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:2.301 +2026-01-08 10:48:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-8.69 loss:-0.03276 fps:1566 +frame:5.25e+06 wall_t:3352 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:2.283 +2026-01-08 10:48:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-8.67 loss:-0.0335 fps:1566 +frame:5.26e+06 wall_t:3358 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:2.403 +2026-01-08 10:48:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.47 total_reward_ma:-8.65 loss:-0.0318 fps:1567 +frame:5.27e+06 wall_t:3364 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:2.352 +2026-01-08 10:49:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-8.62 loss:-0.03185 fps:1567 +frame:5.28e+06 wall_t:3370 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:2.423 +2026-01-08 10:49:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.42 total_reward_ma:-8.60 loss:-0.0299 fps:1566 +frame:5.29e+06 wall_t:3377 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:2.356 +2026-01-08 10:49:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.44 total_reward_ma:-8.57 loss:-0.03457 fps:1567 +frame:5.30e+06 wall_t:3383 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:2.399 +2026-01-08 10:49:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-8.55 loss:-0.03109 fps:1567 +frame:5.31e+06 wall_t:3389 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:2.344 +2026-01-08 10:49:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.52 total_reward_ma:-8.52 loss:-0.03068 fps:1567 +frame:5.32e+06 wall_t:3395 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:2.381 +2026-01-08 10:49:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.41 total_reward_ma:-8.50 loss:-0.02976 fps:1567 +frame:5.33e+06 wall_t:3402 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:2.152 +2026-01-08 10:49:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.38 total_reward_ma:-8.48 loss:-0.03072 fps:1567 +frame:5.34e+06 wall_t:3408 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:2.327 +2026-01-08 10:49:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.39 total_reward_ma:-8.46 loss:-0.03234 fps:1567 +frame:5.35e+06 wall_t:3414 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:2.398 +2026-01-08 10:49:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.48 total_reward_ma:-8.43 loss:-0.03255 fps:1567 +frame:5.36e+06 wall_t:3421 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:2.397 +2026-01-08 10:50:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-8.41 loss:-0.02992 fps:1567 +frame:5.37e+06 wall_t:3427 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:2.312 +2026-01-08 10:50:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.48 total_reward_ma:-8.39 loss:-0.03196 fps:1568 +frame:5.38e+06 wall_t:3432 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:2.222 +2026-01-08 10:50:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.38 total_reward_ma:-8.37 loss:-0.03028 fps:1567 +frame:5.39e+06 wall_t:3439 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:2.189 +2026-01-08 10:50:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-8.35 loss:-0.0311 fps:1567 +frame:5.40e+06 wall_t:3446 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:2.4 +2026-01-08 10:50:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.49 total_reward_ma:-8.34 loss:-0.03142 fps:1567 +frame:5.41e+06 wall_t:3452 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:2.429 +2026-01-08 10:50:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.52 total_reward_ma:-8.32 loss:-0.03376 fps:1567 +frame:5.42e+06 wall_t:3458 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:2.373 +2026-01-08 10:50:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-8.30 loss:-0.0299 fps:1567 +frame:5.43e+06 wall_t:3465 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:2.184 +2026-01-08 10:50:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.74 total_reward_ma:-8.29 loss:-0.0369 fps:1567 +frame:5.44e+06 wall_t:3471 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:2.403 +2026-01-08 10:50:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-8.27 loss:-0.03237 fps:1567 +frame:5.45e+06 wall_t:3478 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:2.455 +2026-01-08 10:50:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-8.26 loss:-0.03251 fps:1567 +frame:5.46e+06 wall_t:3484 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:2.37 +2026-01-08 10:51:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-8.25 loss:-0.03131 fps:1567 +frame:5.47e+06 wall_t:3490 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:2.183 +2026-01-08 10:51:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.80 total_reward_ma:-8.23 loss:-0.03196 fps:1568 +frame:5.48e+06 wall_t:3496 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:2.411 +2026-01-08 10:51:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.89 total_reward_ma:-8.22 loss:-0.03201 fps:1567 +frame:5.49e+06 wall_t:3503 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:2.421 +2026-01-08 10:51:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.99 total_reward_ma:-8.21 loss:-0.03065 fps:1567 +frame:5.50e+06 wall_t:3509 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:2.374 +2026-01-08 10:51:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-8.20 loss:-0.03135 fps:1568 +frame:5.51e+06 wall_t:3515 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:2.446 +2026-01-08 10:51:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.93 total_reward_ma:-8.19 loss:-0.02912 fps:1568 +frame:5.52e+06 wall_t:3521 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:2.321 +2026-01-08 10:51:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.96 total_reward_ma:-8.18 loss:-0.02969 fps:1568 +frame:5.53e+06 wall_t:3527 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:2.196 +2026-01-08 10:51:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.03 total_reward_ma:-8.17 loss:-0.03245 fps:1568 +frame:5.54e+06 wall_t:3534 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:2.25 +2026-01-08 10:51:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-8.16 loss:-0.02953 fps:1568 +frame:5.55e+06 wall_t:3540 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:2.215 +2026-01-08 10:52:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.91 total_reward_ma:-8.15 loss:-0.03446 fps:1568 +frame:5.56e+06 wall_t:3546 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:2.218 +2026-01-08 10:52:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.91 total_reward_ma:-8.14 loss:-0.03111 fps:1568 +frame:5.57e+06 wall_t:3552 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:2.18 +2026-01-08 10:52:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-8.13 loss:-0.0336 fps:1568 +frame:5.58e+06 wall_t:3559 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:2.379 +2026-01-08 10:52:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.97 total_reward_ma:-8.12 loss:-0.02952 fps:1568 +frame:5.59e+06 wall_t:3565 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:2.162 +2026-01-08 10:52:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.00 total_reward_ma:-8.11 loss:-0.03305 fps:1568 +frame:5.60e+06 wall_t:3571 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:2.259 +2026-01-08 10:52:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-8.10 loss:-0.03287 fps:1568 +frame:5.61e+06 wall_t:3577 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:2.477 +2026-01-08 10:52:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.09 loss:-0.03476 fps:1568 +frame:5.62e+06 wall_t:3584 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:2.47 +2026-01-08 10:52:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.00 total_reward_ma:-8.07 loss:-0.03115 fps:1568 +frame:5.63e+06 wall_t:3590 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:2.197 +2026-01-08 10:52:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.91 total_reward_ma:-8.06 loss:-0.0333 fps:1568 +frame:5.64e+06 wall_t:3596 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:2.4 +2026-01-08 10:52:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.86 total_reward_ma:-8.05 loss:-0.03469 fps:1569 +frame:5.65e+06 wall_t:3602 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:2.347 +2026-01-08 10:53:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.84 total_reward_ma:-8.04 loss:-0.03219 fps:1568 +frame:5.66e+06 wall_t:3609 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:2.39 +2026-01-08 10:53:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.79 total_reward_ma:-8.03 loss:-0.03331 fps:1568 +frame:5.67e+06 wall_t:3615 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:2.373 +2026-01-08 10:53:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.76 total_reward_ma:-8.01 loss:-0.03299 fps:1569 +frame:5.68e+06 wall_t:3621 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:2.43 +2026-01-08 10:53:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-8.00 loss:-0.03301 fps:1569 +frame:5.69e+06 wall_t:3627 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:2.412 +2026-01-08 10:53:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.72 total_reward_ma:-7.98 loss:-0.03304 fps:1569 +frame:5.70e+06 wall_t:3633 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:2.385 +2026-01-08 10:53:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-7.97 loss:-0.03128 fps:1569 +frame:5.71e+06 wall_t:3640 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:2.422 +2026-01-08 10:53:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.83 total_reward_ma:-7.96 loss:-0.03207 fps:1569 +frame:5.72e+06 wall_t:3645 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:2.399 +2026-01-08 10:53:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.74 total_reward_ma:-7.94 loss:-0.03353 fps:1569 +frame:5.73e+06 wall_t:3651 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:2.462 +2026-01-08 10:53:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.93 loss:-0.03407 fps:1569 +frame:5.74e+06 wall_t:3658 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:2.52 +2026-01-08 10:53:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.91 loss:-0.03335 fps:1569 +frame:5.75e+06 wall_t:3664 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:2.323 +2026-01-08 10:54:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.41 total_reward_ma:-7.90 loss:-0.03321 fps:1569 +frame:5.76e+06 wall_t:3670 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:2.404 +2026-01-08 10:54:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.36 total_reward_ma:-7.88 loss:-0.03308 fps:1569 +frame:5.77e+06 wall_t:3677 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:2.543 +2026-01-08 10:54:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.31 total_reward_ma:-7.86 loss:-0.03328 fps:1569 +frame:5.78e+06 wall_t:3683 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:2.452 +2026-01-08 10:54:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.30 total_reward_ma:-7.85 loss:-0.03269 fps:1570 +frame:5.79e+06 wall_t:3689 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:2.515 +2026-01-08 10:54:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-7.83 loss:-0.03346 fps:1570 +frame:5.80e+06 wall_t:3695 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:2.5 +2026-01-08 10:54:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.18 total_reward_ma:-7.82 loss:-0.03202 fps:1570 +frame:5.81e+06 wall_t:3701 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:2.377 +2026-01-08 10:54:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.16 total_reward_ma:-7.80 loss:-0.03319 fps:1570 +frame:5.82e+06 wall_t:3707 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:2.484 +2026-01-08 10:54:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.15 total_reward_ma:-7.79 loss:-0.033 fps:1570 +frame:5.83e+06 wall_t:3714 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:2.532 +2026-01-08 10:54:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.12 total_reward_ma:-7.77 loss:-0.03367 fps:1570 +frame:5.84e+06 wall_t:3720 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:2.452 +2026-01-08 10:55:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.20 total_reward_ma:-7.76 loss:-0.03583 fps:1570 +frame:5.85e+06 wall_t:3726 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:2.501 +2026-01-08 10:55:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.24 total_reward_ma:-7.74 loss:-0.03411 fps:1570 +frame:5.86e+06 wall_t:3732 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:2.431 +2026-01-08 10:55:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.25 total_reward_ma:-7.73 loss:-0.03219 fps:1570 +frame:5.87e+06 wall_t:3739 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:2.391 +2026-01-08 10:55:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.17 total_reward_ma:-7.71 loss:-0.03286 fps:1570 +frame:5.88e+06 wall_t:3745 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:2.434 +2026-01-08 10:55:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.16 total_reward_ma:-7.70 loss:-0.03143 fps:1570 +frame:5.89e+06 wall_t:3751 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:2.457 +2026-01-08 10:55:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.19 total_reward_ma:-7.68 loss:-0.03269 fps:1570 +frame:5.90e+06 wall_t:3757 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:2.423 +2026-01-08 10:55:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.28 total_reward_ma:-7.67 loss:-0.03381 fps:1571 +frame:5.91e+06 wall_t:3763 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:2.432 +2026-01-08 10:55:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.26 total_reward_ma:-7.66 loss:-0.03408 fps:1571 +frame:5.92e+06 wall_t:3769 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:2.39 +2026-01-08 10:55:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.24 total_reward_ma:-7.65 loss:-0.03247 fps:1570 +frame:5.93e+06 wall_t:3776 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:2.413 +2026-01-08 10:55:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.24 total_reward_ma:-7.64 loss:-0.03238 fps:1571 +frame:5.94e+06 wall_t:3782 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:2.304 +2026-01-08 10:56:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.26 total_reward_ma:-7.63 loss:-0.03379 fps:1570 +frame:5.95e+06 wall_t:3789 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:2.445 +2026-01-08 10:56:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.23 total_reward_ma:-7.62 loss:-0.03275 fps:1570 +frame:5.96e+06 wall_t:3795 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:2.478 +2026-01-08 10:56:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-7.61 loss:-0.03128 fps:1571 +frame:5.97e+06 wall_t:3801 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:2.366 +2026-01-08 10:56:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.35 total_reward_ma:-7.60 loss:-0.03189 fps:1571 +frame:5.98e+06 wall_t:3807 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:2.317 +2026-01-08 10:56:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.31 total_reward_ma:-7.60 loss:-0.03477 fps:1571 +frame:5.99e+06 wall_t:3813 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:2.502 +2026-01-08 10:56:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.37 total_reward_ma:-7.59 loss:-0.03316 fps:1571 +frame:6.00e+06 wall_t:3820 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:2.427 +2026-01-08 10:56:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.41 total_reward_ma:-7.58 loss:-0.03424 fps:1571 +frame:6.01e+06 wall_t:3826 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:2.465 +2026-01-08 10:56:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.39 total_reward_ma:-7.58 loss:-0.03289 fps:1571 +frame:6.02e+06 wall_t:3832 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:2.372 +2026-01-08 10:56:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-7.57 loss:-0.03235 fps:1571 +frame:6.03e+06 wall_t:3839 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:2.332 +2026-01-08 10:56:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.24 total_reward_ma:-7.57 loss:-0.03196 fps:1571 +frame:6.04e+06 wall_t:3845 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:2.378 +2026-01-08 10:57:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.29 total_reward_ma:-7.56 loss:-0.03404 fps:1571 +frame:6.05e+06 wall_t:3851 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:2.348 +2026-01-08 10:57:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.40 total_reward_ma:-7.56 loss:-0.02998 fps:1571 +frame:6.06e+06 wall_t:3857 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:2.124 +2026-01-08 10:57:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.42 total_reward_ma:-7.55 loss:-0.03007 fps:1571 +frame:6.07e+06 wall_t:3863 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:2.33 +2026-01-08 10:57:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-7.55 loss:-0.03086 fps:1571 +frame:6.08e+06 wall_t:3869 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:2.27 +2026-01-08 10:57:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.48 total_reward_ma:-7.55 loss:-0.03294 fps:1572 +frame:6.09e+06 wall_t:3875 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:2.362 +2026-01-08 10:57:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.55 loss:-0.03202 fps:1572 +frame:6.10e+06 wall_t:3881 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:2.384 +2026-01-08 10:57:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.56 total_reward_ma:-7.54 loss:-0.03348 fps:1572 +frame:6.11e+06 wall_t:3888 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:2.276 +2026-01-08 10:57:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.47 total_reward_ma:-7.54 loss:-0.0333 fps:1572 +frame:6.12e+06 wall_t:3894 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:2.324 +2026-01-08 10:57:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.43 total_reward_ma:-7.54 loss:-0.03294 fps:1571 +frame:6.13e+06 wall_t:3901 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:2.382 +2026-01-08 10:58:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.38 total_reward_ma:-7.54 loss:-0.03055 fps:1572 +frame:6.14e+06 wall_t:3907 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:2.194 +2026-01-08 10:58:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-7.53 loss:-0.03104 fps:1572 +frame:6.15e+06 wall_t:3912 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:2.412 +2026-01-08 10:58:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.25 total_reward_ma:-7.53 loss:-0.03312 fps:1572 +frame:6.16e+06 wall_t:3918 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:2.357 +2026-01-08 10:58:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.23 total_reward_ma:-7.53 loss:-0.03033 fps:1572 +frame:6.17e+06 wall_t:3925 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:2.242 +2026-01-08 10:58:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.14 total_reward_ma:-7.53 loss:-0.03055 fps:1572 +frame:6.18e+06 wall_t:3931 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:2.204 +2026-01-08 10:58:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.18 total_reward_ma:-7.52 loss:-0.03141 fps:1572 +frame:6.19e+06 wall_t:3937 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:2.354 +2026-01-08 10:58:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.19 total_reward_ma:-7.52 loss:-0.03194 fps:1572 +frame:6.20e+06 wall_t:3943 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:2.127 +2026-01-08 10:58:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.21 total_reward_ma:-7.52 loss:-0.03115 fps:1573 +frame:6.21e+06 wall_t:3949 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:2.376 +2026-01-08 10:58:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.13 total_reward_ma:-7.51 loss:-0.03218 fps:1573 +frame:6.22e+06 wall_t:3955 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:2.304 +2026-01-08 10:58:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.16 total_reward_ma:-7.51 loss:-0.0313 fps:1573 +frame:6.23e+06 wall_t:3961 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:2.292 +2026-01-08 10:59:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.22 total_reward_ma:-7.51 loss:-0.03192 fps:1573 +frame:6.24e+06 wall_t:3968 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:2.156 +2026-01-08 10:59:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.23 total_reward_ma:-7.51 loss:-0.02881 fps:1573 +frame:6.25e+06 wall_t:3974 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:2.161 +2026-01-08 10:59:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.23 total_reward_ma:-7.50 loss:-0.03433 fps:1572 +frame:6.26e+06 wall_t:3981 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:2.446 +2026-01-08 10:59:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.27 total_reward_ma:-7.50 loss:-0.02936 fps:1573 +frame:6.27e+06 wall_t:3987 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:2.375 +2026-01-08 10:59:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-7.50 loss:-0.03053 fps:1573 +frame:6.28e+06 wall_t:3993 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:2.308 +2026-01-08 10:59:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-7.50 loss:-0.03267 fps:1573 +frame:6.29e+06 wall_t:3999 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:2.409 +2026-01-08 10:59:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-7.50 loss:-0.03253 fps:1573 +frame:6.30e+06 wall_t:4006 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:2.283 +2026-01-08 10:59:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-7.50 loss:-0.03288 fps:1573 +frame:6.31e+06 wall_t:4012 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:2.515 +2026-01-08 10:59:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-7.50 loss:-0.03309 fps:1573 +frame:6.32e+06 wall_t:4018 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:2.56 +2026-01-08 10:59:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.44 total_reward_ma:-7.50 loss:-0.03247 fps:1573 +frame:6.33e+06 wall_t:4025 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:2.4 +2026-01-08 11:00:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.47 total_reward_ma:-7.50 loss:-0.03115 fps:1573 +frame:6.34e+06 wall_t:4031 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:2.3 +2026-01-08 11:00:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.56 total_reward_ma:-7.50 loss:-0.03214 fps:1573 +frame:6.35e+06 wall_t:4037 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:2.396 +2026-01-08 11:00:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.59 total_reward_ma:-7.50 loss:-0.03208 fps:1573 +frame:6.36e+06 wall_t:4044 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:2.476 +2026-01-08 11:00:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.50 loss:-0.03205 fps:1573 +frame:6.37e+06 wall_t:4050 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:2.495 +2026-01-08 11:00:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.50 loss:-0.03249 fps:1573 +frame:6.38e+06 wall_t:4057 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:2.431 +2026-01-08 11:00:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.47 total_reward_ma:-7.51 loss:-0.03224 fps:1573 +frame:6.39e+06 wall_t:4063 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:2.373 +2026-01-08 11:00:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-7.50 loss:-0.02912 fps:1572 +frame:6.40e+06 wall_t:4070 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:2.289 +2026-01-08 11:00:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.40 total_reward_ma:-7.50 loss:-0.03293 fps:1573 +frame:6.41e+06 wall_t:4075 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:2.29 +2026-01-08 11:00:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.25 total_reward_ma:-7.50 loss:-0.03148 fps:1573 +frame:6.42e+06 wall_t:4082 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:2.166 +2026-01-08 11:01:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.18 total_reward_ma:-7.50 loss:-0.0275 fps:1573 +frame:6.43e+06 wall_t:4088 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:2.19 +2026-01-08 11:01:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.24 total_reward_ma:-7.49 loss:-0.02717 fps:1573 +frame:6.44e+06 wall_t:4094 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:2.322 +2026-01-08 11:01:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.28 total_reward_ma:-7.49 loss:-0.03239 fps:1573 +frame:6.45e+06 wall_t:4101 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:2.529 +2026-01-08 11:01:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.40 total_reward_ma:-7.48 loss:-0.03315 fps:1573 +frame:6.46e+06 wall_t:4107 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:2.389 +2026-01-08 11:01:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-7.48 loss:-0.033 fps:1573 +frame:6.47e+06 wall_t:4113 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:2.349 +2026-01-08 11:01:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-7.48 loss:-0.02981 fps:1573 +frame:6.48e+06 wall_t:4119 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:2.477 +2026-01-08 11:01:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.47 loss:-0.03127 fps:1573 +frame:6.49e+06 wall_t:4125 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:2.445 +2026-01-08 11:01:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.47 loss:-0.03278 fps:1573 +frame:6.50e+06 wall_t:4132 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:2.519 +2026-01-08 11:01:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.60 total_reward_ma:-7.46 loss:-0.03235 fps:1573 +frame:6.51e+06 wall_t:4138 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:2.588 +2026-01-08 11:01:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.60 total_reward_ma:-7.46 loss:-0.03361 fps:1573 +frame:6.52e+06 wall_t:4144 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:2.467 +2026-01-08 11:02:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.46 loss:-0.02976 fps:1573 +frame:6.53e+06 wall_t:4150 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:2.443 +2026-01-08 11:02:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.45 loss:-0.03458 fps:1574 +frame:6.54e+06 wall_t:4156 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:2.39 +2026-01-08 11:02:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.59 total_reward_ma:-7.45 loss:-0.03027 fps:1574 +frame:6.55e+06 wall_t:4162 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:2.333 +2026-01-08 11:02:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-7.44 loss:-0.02922 fps:1574 +frame:6.56e+06 wall_t:4169 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:2.442 +2026-01-08 11:02:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.44 loss:-0.03343 fps:1574 +frame:6.57e+06 wall_t:4175 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:2.488 +2026-01-08 11:02:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.59 total_reward_ma:-7.44 loss:-0.03328 fps:1574 +frame:6.58e+06 wall_t:4181 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:2.397 +2026-01-08 11:02:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.43 loss:-0.03398 fps:1574 +frame:6.59e+06 wall_t:4188 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:2.545 +2026-01-08 11:02:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.48 total_reward_ma:-7.43 loss:-0.03404 fps:1574 +frame:6.60e+06 wall_t:4194 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:2.485 +2026-01-08 11:02:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.42 loss:-0.03556 fps:1574 +frame:6.61e+06 wall_t:4200 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:2.432 +2026-01-08 11:03:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.42 loss:-0.03361 fps:1574 +frame:6.62e+06 wall_t:4207 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:2.334 +2026-01-08 11:03:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.48 total_reward_ma:-7.41 loss:-0.03129 fps:1574 +frame:6.63e+06 wall_t:4213 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:2.409 +2026-01-08 11:03:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.39 total_reward_ma:-7.41 loss:-0.03403 fps:1574 +frame:6.64e+06 wall_t:4219 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:2.517 +2026-01-08 11:03:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-7.40 loss:-0.03255 fps:1574 +frame:6.65e+06 wall_t:4225 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:2.402 +2026-01-08 11:03:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.56 total_reward_ma:-7.40 loss:-0.02892 fps:1574 +frame:6.66e+06 wall_t:4231 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:2.262 +2026-01-08 11:03:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-7.40 loss:-0.03324 fps:1574 +frame:6.67e+06 wall_t:4238 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:2.431 +2026-01-08 11:03:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.49 total_reward_ma:-7.40 loss:-0.03226 fps:1574 +frame:6.68e+06 wall_t:4244 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:2.31 +2026-01-08 11:03:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.39 loss:-0.03229 fps:1574 +frame:6.69e+06 wall_t:4250 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:2.449 +2026-01-08 11:03:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.39 loss:-0.0298 fps:1574 +frame:6.70e+06 wall_t:4256 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:2.298 +2026-01-08 11:03:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.39 loss:-0.03239 fps:1574 +frame:6.71e+06 wall_t:4263 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:2.363 +2026-01-08 11:04:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.39 loss:-0.03067 fps:1574 +frame:6.72e+06 wall_t:4269 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:2.281 +2026-01-08 11:04:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.86 total_reward_ma:-7.39 loss:-0.02902 fps:1574 +frame:6.73e+06 wall_t:4275 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:2.211 +2026-01-08 11:04:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.90 total_reward_ma:-7.39 loss:-0.03314 fps:1574 +frame:6.74e+06 wall_t:4282 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:2.297 +2026-01-08 11:04:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.03 total_reward_ma:-7.39 loss:-0.0302 fps:1575 +frame:6.75e+06 wall_t:4287 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:2.252 +2026-01-08 11:04:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.99 total_reward_ma:-7.40 loss:-0.03099 fps:1574 +frame:6.76e+06 wall_t:4294 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:2.291 +2026-01-08 11:04:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.97 total_reward_ma:-7.41 loss:-0.02984 fps:1574 +frame:6.77e+06 wall_t:4300 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:2.372 +2026-01-08 11:04:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.92 total_reward_ma:-7.41 loss:-0.03069 fps:1575 +frame:6.78e+06 wall_t:4306 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:2.048 +2026-01-08 11:04:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.92 total_reward_ma:-7.42 loss:-0.02932 fps:1574 +frame:6.79e+06 wall_t:4313 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:2.286 +2026-01-08 11:04:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.92 total_reward_ma:-7.42 loss:-0.03136 fps:1574 +frame:6.80e+06 wall_t:4319 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:2.223 +2026-01-08 11:05:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.88 total_reward_ma:-7.43 loss:-0.03238 fps:1575 +frame:6.81e+06 wall_t:4325 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:2.121 +2026-01-08 11:05:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.91 total_reward_ma:-7.44 loss:-0.02923 fps:1575 +frame:6.82e+06 wall_t:4331 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:2.194 +2026-01-08 11:05:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.94 total_reward_ma:-7.45 loss:-0.03209 fps:1575 +frame:6.83e+06 wall_t:4337 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:2.207 +2026-01-08 11:05:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-7.46 loss:-0.03069 fps:1575 +frame:6.84e+06 wall_t:4343 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:2.296 +2026-01-08 11:05:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.98 total_reward_ma:-7.46 loss:-0.03 fps:1575 +frame:6.85e+06 wall_t:4350 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:2.132 +2026-01-08 11:05:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-7.47 loss:-0.03149 fps:1575 +frame:6.86e+06 wall_t:4356 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:2.288 +2026-01-08 11:05:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.99 total_reward_ma:-7.48 loss:-0.0301 fps:1575 +frame:6.87e+06 wall_t:4362 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:2.264 +2026-01-08 11:05:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.03 total_reward_ma:-7.49 loss:-0.02912 fps:1575 +frame:6.88e+06 wall_t:4369 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:2.217 +2026-01-08 11:05:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.90 total_reward_ma:-7.49 loss:-0.03276 fps:1575 +frame:6.89e+06 wall_t:4375 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:2.34 +2026-01-08 11:05:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-7.50 loss:-0.03362 fps:1575 +frame:6.90e+06 wall_t:4382 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:2.372 +2026-01-08 11:06:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-7.51 loss:-0.02914 fps:1574 +frame:6.91e+06 wall_t:4389 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:2.053 +2026-01-08 11:06:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.02 total_reward_ma:-7.52 loss:-0.03109 fps:1575 +frame:6.92e+06 wall_t:4395 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:2.303 +2026-01-08 11:06:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.98 total_reward_ma:-7.52 loss:-0.0303 fps:1575 +frame:6.93e+06 wall_t:4401 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:2.267 +2026-01-08 11:06:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.89 total_reward_ma:-7.53 loss:-0.03215 fps:1575 +frame:6.94e+06 wall_t:4407 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:2.382 +2026-01-08 11:06:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-7.54 loss:-0.02979 fps:1575 +frame:6.95e+06 wall_t:4413 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:2.028 +2026-01-08 11:06:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-7.55 loss:-0.03274 fps:1575 +frame:6.96e+06 wall_t:4420 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:2.349 +2026-01-08 11:06:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-7.55 loss:-0.02928 fps:1575 +frame:6.97e+06 wall_t:4426 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:2.197 +2026-01-08 11:06:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-7.56 loss:-0.02998 fps:1575 +frame:6.98e+06 wall_t:4432 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:2.197 +2026-01-08 11:06:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.12 total_reward_ma:-7.57 loss:-0.03239 fps:1575 +frame:6.99e+06 wall_t:4438 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:2.345 +2026-01-08 11:06:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-7.57 loss:-0.0283 fps:1575 +frame:7.00e+06 wall_t:4444 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:2.247 +2026-01-08 11:07:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-7.58 loss:-0.03291 fps:1575 +frame:7.01e+06 wall_t:4450 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:2.28 +2026-01-08 11:07:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-7.59 loss:-0.03397 fps:1575 +frame:7.02e+06 wall_t:4457 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:2.194 +2026-01-08 11:07:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-7.59 loss:-0.03015 fps:1575 +frame:7.03e+06 wall_t:4463 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:2.213 +2026-01-08 11:07:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.03 total_reward_ma:-7.60 loss:-0.03244 fps:1575 +frame:7.04e+06 wall_t:4469 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:2.284 +2026-01-08 11:07:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.91 total_reward_ma:-7.61 loss:-0.03367 fps:1575 +frame:7.05e+06 wall_t:4475 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:2.274 +2026-01-08 11:07:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.83 total_reward_ma:-7.61 loss:-0.0316 fps:1575 +frame:7.06e+06 wall_t:4482 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:2.287 +2026-01-08 11:07:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-7.62 loss:-0.03107 fps:1575 +frame:7.07e+06 wall_t:4489 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:2.367 +2026-01-08 11:07:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.62 loss:-0.03213 fps:1575 +frame:7.08e+06 wall_t:4495 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:2.471 +2026-01-08 11:07:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.79 total_reward_ma:-7.62 loss:-0.03148 fps:1575 +frame:7.09e+06 wall_t:4501 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:2.318 +2026-01-08 11:08:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.80 total_reward_ma:-7.63 loss:-0.03068 fps:1575 +frame:7.10e+06 wall_t:4507 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:2.241 +2026-01-08 11:08:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.84 total_reward_ma:-7.63 loss:-0.03271 fps:1575 +frame:7.11e+06 wall_t:4514 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:2.378 +2026-01-08 11:08:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-7.63 loss:-0.03413 fps:1575 +frame:7.12e+06 wall_t:4520 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:2.429 +2026-01-08 11:08:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.80 total_reward_ma:-7.63 loss:-0.02929 fps:1575 +frame:7.13e+06 wall_t:4527 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:2.328 +2026-01-08 11:08:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.74 total_reward_ma:-7.64 loss:-0.03139 fps:1575 +frame:7.14e+06 wall_t:4533 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:2.174 +2026-01-08 11:08:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-7.64 loss:-0.03164 fps:1575 +frame:7.15e+06 wall_t:4539 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:2.375 +2026-01-08 11:08:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.69 total_reward_ma:-7.65 loss:-0.0316 fps:1575 +frame:7.16e+06 wall_t:4546 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:2.379 +2026-01-08 11:08:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.65 loss:-0.03178 fps:1575 +frame:7.17e+06 wall_t:4551 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:2.355 +2026-01-08 11:08:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.56 total_reward_ma:-7.65 loss:-0.02966 fps:1575 +frame:7.18e+06 wall_t:4558 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:2.251 +2026-01-08 11:08:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.66 loss:-0.03169 fps:1575 +frame:7.19e+06 wall_t:4564 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:2.384 +2026-01-08 11:09:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.66 loss:-0.03083 fps:1575 +frame:7.20e+06 wall_t:4571 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:2.169 +2026-01-08 11:09:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-7.67 loss:-0.03074 fps:1575 +frame:7.21e+06 wall_t:4577 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:2.242 +2026-01-08 11:09:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-7.68 loss:-0.0297 fps:1575 +frame:7.22e+06 wall_t:4584 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:2.19 +2026-01-08 11:09:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.66 total_reward_ma:-7.68 loss:-0.02944 fps:1575 +frame:7.23e+06 wall_t:4590 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 11:09:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.68 loss:-0.03158 fps:1575 +frame:7.24e+06 wall_t:4597 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:2.231 +2026-01-08 11:09:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.69 loss:-0.03008 fps:1575 +frame:7.25e+06 wall_t:4603 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:2.148 +2026-01-08 11:09:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.69 loss:-0.03003 fps:1575 +frame:7.26e+06 wall_t:4609 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:2.234 +2026-01-08 11:09:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.69 loss:-0.02875 fps:1575 +frame:7.27e+06 wall_t:4615 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:2.262 +2026-01-08 11:09:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.70 loss:-0.03012 fps:1575 +frame:7.28e+06 wall_t:4621 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:2.263 +2026-01-08 11:10:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.70 loss:-0.02959 fps:1575 +frame:7.29e+06 wall_t:4628 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:2.17 +2026-01-08 11:10:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.47 total_reward_ma:-7.70 loss:-0.02812 fps:1575 +frame:7.30e+06 wall_t:4634 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:2.24 +2026-01-08 11:10:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-7.70 loss:-0.0319 fps:1575 +frame:7.31e+06 wall_t:4640 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:2.344 +2026-01-08 11:10:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-7.70 loss:-0.03006 fps:1575 +frame:7.32e+06 wall_t:4647 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:2.198 +2026-01-08 11:10:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.41 total_reward_ma:-7.70 loss:-0.02752 fps:1575 +frame:7.33e+06 wall_t:4653 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:2.268 +2026-01-08 11:10:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-7.70 loss:-0.03194 fps:1575 +frame:7.34e+06 wall_t:4659 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:2.38 +2026-01-08 11:10:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-7.70 loss:-0.03026 fps:1575 +frame:7.35e+06 wall_t:4666 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:2.164 +2026-01-08 11:10:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.49 total_reward_ma:-7.70 loss:-0.0295 fps:1575 +frame:7.36e+06 wall_t:4672 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:2.202 +2026-01-08 11:10:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-7.70 loss:-0.02824 fps:1575 +frame:7.37e+06 wall_t:4678 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:2.276 +2026-01-08 11:10:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.36 total_reward_ma:-7.69 loss:-0.02958 fps:1576 +frame:7.38e+06 wall_t:4684 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:2.282 +2026-01-08 11:11:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.41 total_reward_ma:-7.69 loss:-0.02942 fps:1575 +frame:7.39e+06 wall_t:4691 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:2.237 +2026-01-08 11:11:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.41 total_reward_ma:-7.69 loss:-0.02914 fps:1575 +frame:7.40e+06 wall_t:4697 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:2.031 +2026-01-08 11:11:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.44 total_reward_ma:-7.69 loss:-0.03022 fps:1576 +frame:7.41e+06 wall_t:4703 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:2.224 +2026-01-08 11:11:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-7.70 loss:-0.03026 fps:1575 +frame:7.42e+06 wall_t:4710 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:2.221 +2026-01-08 11:11:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.70 loss:-0.02982 fps:1575 +frame:7.43e+06 wall_t:4716 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:2.187 +2026-01-08 11:11:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.65 total_reward_ma:-7.70 loss:-0.02909 fps:1576 +frame:7.44e+06 wall_t:4722 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:2.256 +2026-01-08 11:11:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.65 total_reward_ma:-7.71 loss:-0.03188 fps:1576 +frame:7.45e+06 wall_t:4728 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:2.26 +2026-01-08 11:11:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.64 total_reward_ma:-7.71 loss:-0.03031 fps:1576 +frame:7.46e+06 wall_t:4735 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:2.271 +2026-01-08 11:11:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.67 total_reward_ma:-7.71 loss:-0.03131 fps:1576 +frame:7.47e+06 wall_t:4741 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:2.163 +2026-01-08 11:12:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.71 loss:-0.02927 fps:1576 +frame:7.48e+06 wall_t:4747 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:2.282 +2026-01-08 11:12:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.71 loss:-0.02959 fps:1576 +frame:7.49e+06 wall_t:4754 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:2.255 +2026-01-08 11:12:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.71 loss:-0.02871 fps:1576 +frame:7.50e+06 wall_t:4760 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:2.172 +2026-01-08 11:12:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.46 total_reward_ma:-7.71 loss:-0.03096 fps:1576 +frame:7.51e+06 wall_t:4766 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:2.266 +2026-01-08 11:12:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-7.71 loss:-0.02983 fps:1576 +frame:7.52e+06 wall_t:4772 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:2.258 +2026-01-08 11:12:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.71 loss:-0.0315 fps:1576 +frame:7.53e+06 wall_t:4778 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:2.226 +2026-01-08 11:12:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.47 total_reward_ma:-7.71 loss:-0.02829 fps:1576 +frame:7.54e+06 wall_t:4785 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:2.18 +2026-01-08 11:12:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.47 total_reward_ma:-7.71 loss:-0.03286 fps:1576 +frame:7.55e+06 wall_t:4791 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:2.223 +2026-01-08 11:12:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.71 loss:-0.03219 fps:1576 +frame:7.56e+06 wall_t:4797 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:2.293 +2026-01-08 11:12:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.71 loss:-0.03132 fps:1576 +frame:7.57e+06 wall_t:4803 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:2.167 +2026-01-08 11:13:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.48 total_reward_ma:-7.71 loss:-0.02909 fps:1576 +frame:7.58e+06 wall_t:4809 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:2.287 +2026-01-08 11:13:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.71 loss:-0.0302 fps:1576 +frame:7.59e+06 wall_t:4816 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:2.244 +2026-01-08 11:13:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.71 loss:-0.03079 fps:1576 +frame:7.60e+06 wall_t:4821 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:2.271 +2026-01-08 11:13:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.71 loss:-0.03175 fps:1576 +frame:7.61e+06 wall_t:4828 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:2.349 +2026-01-08 11:13:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-7.71 loss:-0.03147 fps:1576 +frame:7.62e+06 wall_t:4834 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:2.387 +2026-01-08 11:13:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.71 loss:-0.03065 fps:1576 +frame:7.63e+06 wall_t:4840 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:2.356 +2026-01-08 11:13:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.52 total_reward_ma:-7.71 loss:-0.03034 fps:1576 +frame:7.64e+06 wall_t:4847 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:2.22 +2026-01-08 11:13:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.71 loss:-0.02995 fps:1576 +frame:7.65e+06 wall_t:4853 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:2.326 +2026-01-08 11:13:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.68 total_reward_ma:-7.71 loss:-0.03087 fps:1576 +frame:7.66e+06 wall_t:4859 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:2.287 +2026-01-08 11:14:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.66 total_reward_ma:-7.71 loss:-0.02992 fps:1576 +frame:7.67e+06 wall_t:4866 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:2.31 +2026-01-08 11:14:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.66 total_reward_ma:-7.72 loss:-0.03189 fps:1576 +frame:7.68e+06 wall_t:4872 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:2.296 +2026-01-08 11:14:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.84 total_reward_ma:-7.72 loss:-0.03264 fps:1576 +frame:7.69e+06 wall_t:4878 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:2.353 +2026-01-08 11:14:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-7.72 loss:-0.02853 fps:1577 +frame:7.70e+06 wall_t:4884 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:2.235 +2026-01-08 11:14:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.89 total_reward_ma:-7.73 loss:-0.02928 fps:1577 +frame:7.71e+06 wall_t:4890 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:2.268 +2026-01-08 11:14:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.86 total_reward_ma:-7.73 loss:-0.02869 fps:1576 +frame:7.72e+06 wall_t:4897 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:2.264 +2026-01-08 11:14:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.89 total_reward_ma:-7.73 loss:-0.02985 fps:1577 +frame:7.73e+06 wall_t:4903 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:2.274 +2026-01-08 11:14:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.89 total_reward_ma:-7.73 loss:-0.02821 fps:1577 +frame:7.74e+06 wall_t:4909 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:2.278 +2026-01-08 11:14:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-7.73 loss:-0.03101 fps:1577 +frame:7.75e+06 wall_t:4915 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:2.264 +2026-01-08 11:14:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-7.72 loss:-0.03064 fps:1577 +frame:7.76e+06 wall_t:4921 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:2.35 +2026-01-08 11:15:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.74 total_reward_ma:-7.72 loss:-0.02875 fps:1577 +frame:7.77e+06 wall_t:4927 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:2.288 +2026-01-08 11:15:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.78 total_reward_ma:-7.72 loss:-0.02916 fps:1577 +frame:7.78e+06 wall_t:4934 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:2.253 +2026-01-08 11:15:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-7.72 loss:-0.03052 fps:1577 +frame:7.79e+06 wall_t:4940 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:2.197 +2026-01-08 11:15:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-7.72 loss:-0.0312 fps:1577 +frame:7.80e+06 wall_t:4946 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:2.28 +2026-01-08 11:15:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.02 total_reward_ma:-7.72 loss:-0.03179 fps:1577 +frame:7.81e+06 wall_t:4952 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:2.404 +2026-01-08 11:15:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-7.72 loss:-0.02898 fps:1577 +frame:7.82e+06 wall_t:4959 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:2.309 +2026-01-08 11:15:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-7.72 loss:-0.03074 fps:1577 +frame:7.83e+06 wall_t:4965 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:2.239 +2026-01-08 11:15:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.04 total_reward_ma:-7.72 loss:-0.03218 fps:1577 +frame:7.84e+06 wall_t:4971 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:2.383 +2026-01-08 11:15:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-7.72 loss:-0.03194 fps:1577 +frame:7.85e+06 wall_t:4978 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:2.394 +2026-01-08 11:15:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.98 total_reward_ma:-7.72 loss:-0.03204 fps:1577 +frame:7.86e+06 wall_t:4983 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:2.337 +2026-01-08 11:16:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.99 total_reward_ma:-7.72 loss:-0.03266 fps:1577 +frame:7.87e+06 wall_t:4990 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:2.479 +2026-01-08 11:16:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-7.72 loss:-0.03014 fps:1577 +frame:7.88e+06 wall_t:4996 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:2.223 +2026-01-08 11:16:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-7.73 loss:-0.03011 fps:1577 +frame:7.89e+06 wall_t:5002 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:2.385 +2026-01-08 11:16:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-7.73 loss:-0.02931 fps:1577 +frame:7.90e+06 wall_t:5008 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:2.373 +2026-01-08 11:16:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.13 total_reward_ma:-7.73 loss:-0.02995 fps:1577 +frame:7.91e+06 wall_t:5015 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:2.403 +2026-01-08 11:16:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-7.73 loss:-0.03293 fps:1577 +frame:7.92e+06 wall_t:5021 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:2.409 +2026-01-08 11:16:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-7.73 loss:-0.03282 fps:1577 +frame:7.93e+06 wall_t:5027 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:2.347 +2026-01-08 11:16:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.15 total_reward_ma:-7.73 loss:-0.02888 fps:1578 +frame:7.94e+06 wall_t:5033 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:2.173 +2026-01-08 11:16:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.30 total_reward_ma:-7.74 loss:-0.02929 fps:1577 +frame:7.95e+06 wall_t:5040 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:2.255 +2026-01-08 11:17:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.33 total_reward_ma:-7.74 loss:-0.02872 fps:1577 +frame:7.96e+06 wall_t:5046 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 11:17:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.29 total_reward_ma:-7.74 loss:-0.02805 fps:1578 +frame:7.97e+06 wall_t:5052 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:2.149 +2026-01-08 11:17:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.28 total_reward_ma:-7.74 loss:-0.03001 fps:1577 +frame:7.98e+06 wall_t:5059 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:2.327 +2026-01-08 11:17:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.20 total_reward_ma:-7.75 loss:-0.02845 fps:1577 +frame:7.99e+06 wall_t:5065 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:2.095 +2026-01-08 11:17:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.23 total_reward_ma:-7.75 loss:-0.02777 fps:1577 +frame:8.00e+06 wall_t:5072 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:2.121 +2026-01-08 11:17:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.17 total_reward_ma:-7.75 loss:-0.02614 fps:1577 +frame:8.01e+06 wall_t:5078 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:2.228 +2026-01-08 11:17:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.15 total_reward_ma:-7.75 loss:-0.02645 fps:1577 +frame:8.02e+06 wall_t:5084 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.981 +2026-01-08 11:17:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.18 total_reward_ma:-7.75 loss:-0.02979 fps:1578 +frame:8.03e+06 wall_t:5090 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:2.159 +2026-01-08 11:17:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.17 total_reward_ma:-7.75 loss:-0.03073 fps:1578 +frame:8.04e+06 wall_t:5096 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:2.202 +2026-01-08 11:17:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.25 total_reward_ma:-7.75 loss:-0.02925 fps:1578 +frame:8.05e+06 wall_t:5102 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:2.302 +2026-01-08 11:18:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.30 total_reward_ma:-7.76 loss:-0.02806 fps:1578 +frame:8.06e+06 wall_t:5108 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:2.221 +2026-01-08 11:18:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.31 total_reward_ma:-7.76 loss:-0.03055 fps:1578 +frame:8.07e+06 wall_t:5114 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:2.403 +2026-01-08 11:18:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.33 total_reward_ma:-7.77 loss:-0.03032 fps:1578 +frame:8.08e+06 wall_t:5121 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:2.265 +2026-01-08 11:18:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.30 total_reward_ma:-7.78 loss:-0.02979 fps:1578 +frame:8.09e+06 wall_t:5127 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:2.449 +2026-01-08 11:18:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.32 total_reward_ma:-7.78 loss:-0.03299 fps:1578 +frame:8.10e+06 wall_t:5134 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:2.432 +2026-01-08 11:18:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.33 total_reward_ma:-7.79 loss:-0.03038 fps:1578 +frame:8.11e+06 wall_t:5140 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:2.257 +2026-01-08 11:18:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.34 total_reward_ma:-7.79 loss:-0.02648 fps:1578 +frame:8.12e+06 wall_t:5146 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:2.068 +2026-01-08 11:18:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.39 total_reward_ma:-7.80 loss:-0.03024 fps:1578 +frame:8.13e+06 wall_t:5152 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:2.281 +2026-01-08 11:18:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.40 total_reward_ma:-7.80 loss:-0.03164 fps:1578 +frame:8.14e+06 wall_t:5158 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:2.341 +2026-01-08 11:18:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.40 total_reward_ma:-7.81 loss:-0.02761 fps:1578 +frame:8.15e+06 wall_t:5165 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:2.205 +2026-01-08 11:19:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.33 total_reward_ma:-7.82 loss:-0.03121 fps:1578 +frame:8.16e+06 wall_t:5171 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:2.28 +2026-01-08 11:19:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.37 total_reward_ma:-7.82 loss:-0.0303 fps:1578 +frame:8.17e+06 wall_t:5177 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:2.466 +2026-01-08 11:19:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.45 total_reward_ma:-7.83 loss:-0.02943 fps:1578 +frame:8.18e+06 wall_t:5184 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:2.262 +2026-01-08 11:19:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.43 total_reward_ma:-7.84 loss:-0.02899 fps:1578 +frame:8.19e+06 wall_t:5190 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:2.285 +2026-01-08 11:19:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.53 total_reward_ma:-7.85 loss:-0.03022 fps:1578 +frame:8.20e+06 wall_t:5196 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:2.302 +2026-01-08 11:19:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.58 total_reward_ma:-7.86 loss:-0.03083 fps:1578 +frame:8.21e+06 wall_t:5202 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:2.316 +2026-01-08 11:19:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.51 total_reward_ma:-7.87 loss:-0.02957 fps:1578 +frame:8.22e+06 wall_t:5208 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:2.297 +2026-01-08 11:19:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.43 total_reward_ma:-7.87 loss:-0.0306 fps:1578 +frame:8.23e+06 wall_t:5214 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:2.43 +2026-01-08 11:19:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.40 total_reward_ma:-7.88 loss:-0.03013 fps:1578 +frame:8.24e+06 wall_t:5221 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:2.334 +2026-01-08 11:20:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.16 total_reward_ma:-7.89 loss:-0.03027 fps:1578 +frame:8.25e+06 wall_t:5227 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:2.284 +2026-01-08 11:20:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-7.89 loss:-0.02845 fps:1578 +frame:8.26e+06 wall_t:5233 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:2.375 +2026-01-08 11:20:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.12 total_reward_ma:-7.90 loss:-0.02999 fps:1578 +frame:8.27e+06 wall_t:5240 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:2.422 +2026-01-08 11:20:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-7.90 loss:-0.02927 fps:1579 +frame:8.28e+06 wall_t:5245 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:2.396 +2026-01-08 11:20:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-7.91 loss:-0.03084 fps:1578 +frame:8.29e+06 wall_t:5252 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:2.441 +2026-01-08 11:20:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-7.91 loss:-0.03135 fps:1579 +frame:8.30e+06 wall_t:5258 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:2.49 +2026-01-08 11:20:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.96 total_reward_ma:-7.92 loss:-0.03054 fps:1579 +frame:8.31e+06 wall_t:5264 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:2.43 +2026-01-08 11:20:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.93 total_reward_ma:-7.92 loss:-0.02932 fps:1579 +frame:8.32e+06 wall_t:5270 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:2.348 +2026-01-08 11:20:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.92 total_reward_ma:-7.93 loss:-0.02961 fps:1579 +frame:8.33e+06 wall_t:5277 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:2.396 +2026-01-08 11:20:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-7.93 loss:-0.02729 fps:1579 +frame:8.34e+06 wall_t:5283 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 11:21:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.91 total_reward_ma:-7.94 loss:-0.02718 fps:1579 +frame:8.35e+06 wall_t:5289 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:2.227 +2026-01-08 11:21:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-7.94 loss:-0.02698 fps:1579 +frame:8.36e+06 wall_t:5296 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:2.028 +2026-01-08 11:21:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-7.95 loss:-0.02781 fps:1579 +frame:8.37e+06 wall_t:5302 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:2.183 +2026-01-08 11:21:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.84 total_reward_ma:-7.95 loss:-0.03248 fps:1579 +frame:8.38e+06 wall_t:5308 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:2.458 +2026-01-08 11:21:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-7.96 loss:-0.02953 fps:1579 +frame:8.39e+06 wall_t:5314 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:2.316 +2026-01-08 11:21:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-7.96 loss:-0.02995 fps:1579 +frame:8.40e+06 wall_t:5320 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:2.336 +2026-01-08 11:21:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.79 total_reward_ma:-7.96 loss:-0.03042 fps:1579 +frame:8.41e+06 wall_t:5326 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:2.395 +2026-01-08 11:21:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-7.97 loss:-0.02921 fps:1579 +frame:8.42e+06 wall_t:5333 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:2.17 +2026-01-08 11:21:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.78 total_reward_ma:-7.97 loss:-0.02654 fps:1579 +frame:8.43e+06 wall_t:5339 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.987 +2026-01-08 11:22:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.80 total_reward_ma:-7.97 loss:-0.02686 fps:1579 +frame:8.44e+06 wall_t:5345 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:2.263 +2026-01-08 11:22:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.84 total_reward_ma:-7.97 loss:-0.02893 fps:1579 +frame:8.45e+06 wall_t:5351 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:2.398 +2026-01-08 11:22:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-7.97 loss:-0.02785 fps:1579 +frame:8.46e+06 wall_t:5358 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:2.16 +2026-01-08 11:22:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-7.98 loss:-0.03001 fps:1579 +frame:8.47e+06 wall_t:5364 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:2.332 +2026-01-08 11:22:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-7.98 loss:-0.02797 fps:1579 +frame:8.48e+06 wall_t:5370 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:2.305 +2026-01-08 11:22:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.88 total_reward_ma:-7.98 loss:-0.02831 fps:1579 +frame:8.49e+06 wall_t:5377 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:2.203 +2026-01-08 11:22:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.85 total_reward_ma:-7.99 loss:-0.02792 fps:1579 +frame:8.50e+06 wall_t:5383 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:2.218 +2026-01-08 11:22:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-7.99 loss:-0.03014 fps:1579 +frame:8.51e+06 wall_t:5390 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:2.387 +2026-01-08 11:22:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.99 loss:-0.02723 fps:1579 +frame:8.52e+06 wall_t:5396 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:2.135 +2026-01-08 11:22:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.68 total_reward_ma:-7.99 loss:-0.0262 fps:1579 +frame:8.53e+06 wall_t:5402 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:2.158 +2026-01-08 11:23:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.68 total_reward_ma:-7.99 loss:-0.03035 fps:1579 +frame:8.54e+06 wall_t:5408 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:2.248 +2026-01-08 11:23:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.83 total_reward_ma:-8.00 loss:-0.02827 fps:1579 +frame:8.55e+06 wall_t:5414 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:2.128 +2026-01-08 11:23:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-8.00 loss:-0.02799 fps:1579 +frame:8.56e+06 wall_t:5421 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:2.257 +2026-01-08 11:23:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.97 total_reward_ma:-8.01 loss:-0.03111 fps:1579 +frame:8.57e+06 wall_t:5427 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:2.369 +2026-01-08 11:23:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.92 total_reward_ma:-8.01 loss:-0.02797 fps:1579 +frame:8.58e+06 wall_t:5433 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:2.146 +2026-01-08 11:23:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-8.01 loss:-0.02935 fps:1579 +frame:8.59e+06 wall_t:5440 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:2.415 +2026-01-08 11:23:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-8.02 loss:-0.02884 fps:1579 +frame:8.60e+06 wall_t:5446 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:2.298 +2026-01-08 11:23:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.10 total_reward_ma:-8.02 loss:-0.0265 fps:1579 +frame:8.61e+06 wall_t:5452 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:2.233 +2026-01-08 11:23:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.03 loss:-0.0276 fps:1579 +frame:8.62e+06 wall_t:5458 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:2.254 +2026-01-08 11:23:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.14 total_reward_ma:-8.03 loss:-0.02888 fps:1579 +frame:8.63e+06 wall_t:5465 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:2.162 +2026-01-08 11:24:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.22 total_reward_ma:-8.04 loss:-0.0283 fps:1579 +frame:8.64e+06 wall_t:5471 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:2.326 +2026-01-08 11:24:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.26 total_reward_ma:-8.05 loss:-0.02574 fps:1579 +frame:8.65e+06 wall_t:5477 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:2.186 +2026-01-08 11:24:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.37 total_reward_ma:-8.05 loss:-0.02746 fps:1579 +frame:8.66e+06 wall_t:5484 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:2.278 +2026-01-08 11:24:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.45 total_reward_ma:-8.06 loss:-0.02901 fps:1579 +frame:8.67e+06 wall_t:5490 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:2.358 +2026-01-08 11:24:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.52 total_reward_ma:-8.07 loss:-0.02743 fps:1579 +frame:8.68e+06 wall_t:5496 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:2.366 +2026-01-08 11:24:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.45 total_reward_ma:-8.08 loss:-0.02745 fps:1579 +frame:8.69e+06 wall_t:5503 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:2.382 +2026-01-08 11:24:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.37 total_reward_ma:-8.08 loss:-0.02867 fps:1579 +frame:8.70e+06 wall_t:5509 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:2.357 +2026-01-08 11:24:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.33 total_reward_ma:-8.09 loss:-0.02681 fps:1579 +frame:8.71e+06 wall_t:5515 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:2.137 +2026-01-08 11:24:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.43 total_reward_ma:-8.09 loss:-0.02649 fps:1579 +frame:8.72e+06 wall_t:5521 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:2.228 +2026-01-08 11:25:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.48 total_reward_ma:-8.10 loss:-0.02759 fps:1579 +frame:8.73e+06 wall_t:5528 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:2.157 +2026-01-08 11:25:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.51 total_reward_ma:-8.10 loss:-0.02904 fps:1579 +frame:8.74e+06 wall_t:5534 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:2.369 +2026-01-08 11:25:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.50 total_reward_ma:-8.11 loss:-0.02813 fps:1579 +frame:8.75e+06 wall_t:5541 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:2.264 +2026-01-08 11:25:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.44 total_reward_ma:-8.12 loss:-0.0264 fps:1579 +frame:8.76e+06 wall_t:5547 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:2.119 +2026-01-08 11:25:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.39 total_reward_ma:-8.12 loss:-0.02507 fps:1579 +frame:8.77e+06 wall_t:5554 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:2.146 +2026-01-08 11:25:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.29 total_reward_ma:-8.13 loss:-0.02756 fps:1579 +frame:8.78e+06 wall_t:5560 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:2.298 +2026-01-08 11:25:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.24 total_reward_ma:-8.13 loss:-0.02696 fps:1579 +frame:8.79e+06 wall_t:5566 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:2.252 +2026-01-08 11:25:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-8.13 loss:-0.02817 fps:1579 +frame:8.80e+06 wall_t:5572 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:2.244 +2026-01-08 11:25:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.18 total_reward_ma:-8.14 loss:-0.02787 fps:1579 +frame:8.81e+06 wall_t:5579 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:2.328 +2026-01-08 11:26:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.18 total_reward_ma:-8.14 loss:-0.02793 fps:1579 +frame:8.82e+06 wall_t:5585 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:2.303 +2026-01-08 11:26:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.24 total_reward_ma:-8.14 loss:-0.02899 fps:1579 +frame:8.83e+06 wall_t:5591 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:2.366 +2026-01-08 11:26:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.33 total_reward_ma:-8.14 loss:-0.02831 fps:1579 +frame:8.84e+06 wall_t:5598 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:2.383 +2026-01-08 11:26:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.32 total_reward_ma:-8.15 loss:-0.02824 fps:1579 +frame:8.85e+06 wall_t:5604 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:2.34 +2026-01-08 11:26:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.35 total_reward_ma:-8.15 loss:-0.02856 fps:1579 +frame:8.86e+06 wall_t:5610 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:2.398 +2026-01-08 11:26:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.29 total_reward_ma:-8.15 loss:-0.02924 fps:1579 +frame:8.87e+06 wall_t:5617 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:2.54 +2026-01-08 11:26:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.33 total_reward_ma:-8.16 loss:-0.03071 fps:1580 +frame:8.88e+06 wall_t:5622 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:2.557 +2026-01-08 11:26:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.43 total_reward_ma:-8.16 loss:-0.02964 fps:1579 +frame:8.89e+06 wall_t:5629 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:2.459 +2026-01-08 11:26:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.36 total_reward_ma:-8.16 loss:-0.02915 fps:1579 +frame:8.90e+06 wall_t:5635 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:2.426 +2026-01-08 11:26:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.46 total_reward_ma:-8.16 loss:-0.03027 fps:1580 +frame:8.91e+06 wall_t:5641 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:2.549 +2026-01-08 11:27:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.47 total_reward_ma:-8.17 loss:-0.02752 fps:1579 +frame:8.92e+06 wall_t:5648 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:2.505 +2026-01-08 11:27:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.41 total_reward_ma:-8.17 loss:-0.02832 fps:1579 +frame:8.93e+06 wall_t:5654 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:2.573 +2026-01-08 11:27:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.34 total_reward_ma:-8.17 loss:-0.02772 fps:1580 +frame:8.94e+06 wall_t:5660 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:2.384 +2026-01-08 11:27:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.50 total_reward_ma:-8.18 loss:-0.02773 fps:1580 +frame:8.95e+06 wall_t:5666 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:2.392 +2026-01-08 11:27:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.54 total_reward_ma:-8.18 loss:-0.02858 fps:1580 +frame:8.96e+06 wall_t:5672 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:2.576 +2026-01-08 11:27:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.57 total_reward_ma:-8.18 loss:-0.02756 fps:1580 +frame:8.97e+06 wall_t:5678 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:2.497 +2026-01-08 11:27:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.56 total_reward_ma:-8.18 loss:-0.02846 fps:1580 +frame:8.98e+06 wall_t:5684 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:2.519 +2026-01-08 11:27:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.61 total_reward_ma:-8.19 loss:-0.02847 fps:1580 +frame:8.99e+06 wall_t:5691 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:2.564 +2026-01-08 11:27:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.59 total_reward_ma:-8.19 loss:-0.02918 fps:1580 +frame:9.00e+06 wall_t:5697 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:2.586 +2026-01-08 11:27:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.64 total_reward_ma:-8.20 loss:-0.02989 fps:1580 +frame:9.01e+06 wall_t:5703 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:2.551 +2026-01-08 11:28:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-8.20 loss:-0.02824 fps:1580 +frame:9.02e+06 wall_t:5710 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:2.476 +2026-01-08 11:28:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-8.21 loss:-0.02895 fps:1580 +frame:9.03e+06 wall_t:5716 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:2.522 +2026-01-08 11:28:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.08 total_reward_ma:-8.22 loss:-0.02887 fps:1580 +frame:9.04e+06 wall_t:5722 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:2.431 +2026-01-08 11:28:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.03 total_reward_ma:-8.23 loss:-0.02789 fps:1580 +frame:9.05e+06 wall_t:5728 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:2.514 +2026-01-08 11:28:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-8.24 loss:-0.03045 fps:1580 +frame:9.06e+06 wall_t:5734 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:2.461 +2026-01-08 11:28:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-8.24 loss:-0.02683 fps:1580 +frame:9.07e+06 wall_t:5741 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:2.45 +2026-01-08 11:28:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.06 total_reward_ma:-8.25 loss:-0.02957 fps:1580 +frame:9.08e+06 wall_t:5747 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:2.546 +2026-01-08 11:28:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.05 total_reward_ma:-8.26 loss:-0.02892 fps:1580 +frame:9.09e+06 wall_t:5754 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:2.511 +2026-01-08 11:28:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.13 total_reward_ma:-8.27 loss:-0.02569 fps:1580 +frame:9.10e+06 wall_t:5760 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:2.405 +2026-01-08 11:29:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.13 total_reward_ma:-8.27 loss:-0.02862 fps:1580 +frame:9.11e+06 wall_t:5766 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:2.445 +2026-01-08 11:29:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.24 total_reward_ma:-8.28 loss:-0.02764 fps:1580 +frame:9.12e+06 wall_t:5772 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:2.518 +2026-01-08 11:29:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.24 total_reward_ma:-8.29 loss:-0.02781 fps:1580 +frame:9.13e+06 wall_t:5779 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:2.437 +2026-01-08 11:29:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.23 total_reward_ma:-8.30 loss:-0.02592 fps:1580 +frame:9.14e+06 wall_t:5784 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:2.421 +2026-01-08 11:29:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.31 total_reward_ma:-8.31 loss:-0.02796 fps:1580 +frame:9.15e+06 wall_t:5791 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:2.454 +2026-01-08 11:29:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.20 total_reward_ma:-8.32 loss:-0.02458 fps:1580 +frame:9.16e+06 wall_t:5798 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:2.272 +2026-01-08 11:29:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-8.33 loss:-0.02646 fps:1580 +frame:9.17e+06 wall_t:5804 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:2.351 +2026-01-08 11:29:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.28 total_reward_ma:-8.33 loss:-0.02561 fps:1580 +frame:9.18e+06 wall_t:5811 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:2.279 +2026-01-08 11:29:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-8.34 loss:-0.02343 fps:1580 +frame:9.19e+06 wall_t:5817 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:2.085 +2026-01-08 11:29:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.25 total_reward_ma:-8.35 loss:-0.02488 fps:1580 +frame:9.20e+06 wall_t:5824 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:2.239 +2026-01-08 11:30:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.16 total_reward_ma:-8.36 loss:-0.02708 fps:1580 +frame:9.21e+06 wall_t:5830 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:2.313 +2026-01-08 11:30:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.16 total_reward_ma:-8.36 loss:-0.02525 fps:1580 +frame:9.22e+06 wall_t:5836 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:2.217 +2026-01-08 11:30:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.17 total_reward_ma:-8.37 loss:-0.02498 fps:1580 +frame:9.23e+06 wall_t:5842 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:2.203 +2026-01-08 11:30:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.08 total_reward_ma:-8.38 loss:-0.02725 fps:1580 +frame:9.24e+06 wall_t:5849 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:2.307 +2026-01-08 11:30:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.08 total_reward_ma:-8.39 loss:-0.02384 fps:1580 +frame:9.25e+06 wall_t:5855 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:2.093 +2026-01-08 11:30:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-8.40 loss:-0.02393 fps:1580 +frame:9.26e+06 wall_t:5861 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:2.042 +2026-01-08 11:30:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-9.07 total_reward_ma:-8.41 loss:-0.02592 fps:1580 +frame:9.27e+06 wall_t:5868 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:2.224 +2026-01-08 11:30:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.91 total_reward_ma:-8.41 loss:-0.0265 fps:1580 +frame:9.28e+06 wall_t:5874 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:2.271 +2026-01-08 11:30:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-8.42 loss:-0.02306 fps:1580 +frame:9.29e+06 wall_t:5881 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:2.242 +2026-01-08 11:31:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.91 total_reward_ma:-8.43 loss:-0.02646 fps:1580 +frame:9.30e+06 wall_t:5887 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:2.366 +2026-01-08 11:31:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.88 total_reward_ma:-8.44 loss:-0.02631 fps:1580 +frame:9.31e+06 wall_t:5893 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:2.334 +2026-01-08 11:31:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.71 total_reward_ma:-8.45 loss:-0.02715 fps:1580 +frame:9.32e+06 wall_t:5899 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:2.382 +2026-01-08 11:31:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.60 total_reward_ma:-8.45 loss:-0.02782 fps:1580 +frame:9.33e+06 wall_t:5905 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:2.382 +2026-01-08 11:31:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.44 total_reward_ma:-8.46 loss:-0.02794 fps:1580 +frame:9.34e+06 wall_t:5912 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:2.51 +2026-01-08 11:31:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.33 total_reward_ma:-8.46 loss:-0.02799 fps:1580 +frame:9.35e+06 wall_t:5918 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:2.44 +2026-01-08 11:31:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.35 total_reward_ma:-8.47 loss:-0.02553 fps:1580 +frame:9.36e+06 wall_t:5924 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:2.26 +2026-01-08 11:31:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.21 total_reward_ma:-8.47 loss:-0.02588 fps:1580 +frame:9.37e+06 wall_t:5931 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:2.386 +2026-01-08 11:31:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-8.47 loss:-0.02805 fps:1580 +frame:9.38e+06 wall_t:5937 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:2.436 +2026-01-08 11:31:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.94 total_reward_ma:-8.48 loss:-0.02784 fps:1580 +frame:9.39e+06 wall_t:5943 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:2.43 +2026-01-08 11:32:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.97 total_reward_ma:-8.48 loss:-0.02558 fps:1580 +frame:9.40e+06 wall_t:5949 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:2.434 +2026-01-08 11:32:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.96 total_reward_ma:-8.48 loss:-0.0265 fps:1580 +frame:9.41e+06 wall_t:5955 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:2.422 +2026-01-08 11:32:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.94 total_reward_ma:-8.48 loss:-0.02596 fps:1580 +frame:9.42e+06 wall_t:5962 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:2.433 +2026-01-08 11:32:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.94 total_reward_ma:-8.48 loss:-0.02757 fps:1580 +frame:9.43e+06 wall_t:5968 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:2.375 +2026-01-08 11:32:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.99 total_reward_ma:-8.48 loss:-0.02568 fps:1580 +frame:9.44e+06 wall_t:5975 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:2.414 +2026-01-08 11:32:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.02 total_reward_ma:-8.49 loss:-0.02384 fps:1580 +frame:9.45e+06 wall_t:5982 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:2.169 +2026-01-08 11:32:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.49 loss:-0.02492 fps:1580 +frame:9.46e+06 wall_t:5988 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:2.413 +2026-01-08 11:32:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.49 loss:-0.02374 fps:1580 +frame:9.47e+06 wall_t:5994 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:2.319 +2026-01-08 11:32:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.23 total_reward_ma:-8.49 loss:-0.02683 fps:1580 +frame:9.48e+06 wall_t:6000 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:2.512 +2026-01-08 11:33:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.18 total_reward_ma:-8.50 loss:-0.02537 fps:1580 +frame:9.49e+06 wall_t:6006 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:2.432 +2026-01-08 11:33:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.16 total_reward_ma:-8.50 loss:-0.02732 fps:1580 +frame:9.50e+06 wall_t:6013 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:2.479 +2026-01-08 11:33:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.03 total_reward_ma:-8.50 loss:-0.02402 fps:1580 +frame:9.51e+06 wall_t:6019 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:2.168 +2026-01-08 11:33:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.03 total_reward_ma:-8.51 loss:-0.02361 fps:1580 +frame:9.52e+06 wall_t:6025 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:2.138 +2026-01-08 11:33:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.19 total_reward_ma:-8.51 loss:-0.02465 fps:1580 +frame:9.53e+06 wall_t:6032 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:2.39 +2026-01-08 11:33:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.15 total_reward_ma:-8.52 loss:-0.02445 fps:1580 +frame:9.54e+06 wall_t:6038 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:2.408 +2026-01-08 11:33:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.18 total_reward_ma:-8.52 loss:-0.02468 fps:1580 +frame:9.55e+06 wall_t:6044 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:2.466 +2026-01-08 11:33:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.19 total_reward_ma:-8.52 loss:-0.02279 fps:1580 +frame:9.56e+06 wall_t:6050 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:2.178 +2026-01-08 11:33:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.16 total_reward_ma:-8.52 loss:-0.02436 fps:1580 +frame:9.57e+06 wall_t:6057 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:2.378 +2026-01-08 11:33:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.16 total_reward_ma:-8.53 loss:-0.0242 fps:1580 +frame:9.58e+06 wall_t:6063 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:2.267 +2026-01-08 11:34:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.21 total_reward_ma:-8.53 loss:-0.02611 fps:1580 +frame:9.59e+06 wall_t:6069 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:2.383 +2026-01-08 11:34:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.23 total_reward_ma:-8.53 loss:-0.02397 fps:1580 +frame:9.60e+06 wall_t:6076 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:2.276 +2026-01-08 11:34:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.22 total_reward_ma:-8.53 loss:-0.02329 fps:1580 +frame:9.61e+06 wall_t:6082 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:2.139 +2026-01-08 11:34:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.24 total_reward_ma:-8.54 loss:-0.02376 fps:1580 +frame:9.62e+06 wall_t:6088 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:2.307 +2026-01-08 11:34:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.18 total_reward_ma:-8.54 loss:-0.0234 fps:1580 +frame:9.63e+06 wall_t:6094 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:2.297 +2026-01-08 11:34:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.25 total_reward_ma:-8.54 loss:-0.02189 fps:1580 +frame:9.64e+06 wall_t:6101 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.994 +2026-01-08 11:34:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.26 total_reward_ma:-8.54 loss:-0.02179 fps:1580 +frame:9.65e+06 wall_t:6106 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:2.284 +2026-01-08 11:34:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.19 total_reward_ma:-8.53 loss:-0.0236 fps:1580 +frame:9.66e+06 wall_t:6113 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:2.364 +2026-01-08 11:34:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.22 total_reward_ma:-8.53 loss:-0.02599 fps:1580 +frame:9.67e+06 wall_t:6119 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:2.5 +2026-01-08 11:35:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.19 total_reward_ma:-8.53 loss:-0.02236 fps:1580 +frame:9.68e+06 wall_t:6125 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:2.17 +2026-01-08 11:35:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.36 total_reward_ma:-8.53 loss:-0.02409 fps:1580 +frame:9.69e+06 wall_t:6132 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:2.443 +2026-01-08 11:35:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.34 total_reward_ma:-8.53 loss:-0.02127 fps:1580 +frame:9.70e+06 wall_t:6138 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:2.193 +2026-01-08 11:35:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.42 total_reward_ma:-8.53 loss:-0.02281 fps:1580 +frame:9.71e+06 wall_t:6145 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:2.274 +2026-01-08 11:35:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.43 total_reward_ma:-8.53 loss:-0.02102 fps:1580 +frame:9.72e+06 wall_t:6151 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:2.144 +2026-01-08 11:35:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.44 total_reward_ma:-8.53 loss:-0.02131 fps:1580 +frame:9.73e+06 wall_t:6157 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:2.158 +2026-01-08 11:35:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.36 total_reward_ma:-8.53 loss:-0.02148 fps:1580 +frame:9.74e+06 wall_t:6163 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:2.242 +2026-01-08 11:35:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.43 total_reward_ma:-8.53 loss:-0.0218 fps:1580 +frame:9.75e+06 wall_t:6169 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:2.231 +2026-01-08 11:35:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.38 total_reward_ma:-8.52 loss:-0.02208 fps:1580 +frame:9.76e+06 wall_t:6176 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:2.17 +2026-01-08 11:35:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.36 total_reward_ma:-8.52 loss:-0.02301 fps:1580 +frame:9.77e+06 wall_t:6182 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:2.323 +2026-01-08 11:36:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.28 total_reward_ma:-8.52 loss:-0.02145 fps:1580 +frame:9.78e+06 wall_t:6188 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:2.261 +2026-01-08 11:36:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.27 total_reward_ma:-8.52 loss:-0.02354 fps:1581 +frame:9.79e+06 wall_t:6194 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:2.31 +2026-01-08 11:36:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.18 total_reward_ma:-8.53 loss:-0.02361 fps:1580 +frame:9.80e+06 wall_t:6201 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:2.472 +2026-01-08 11:36:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.22 total_reward_ma:-8.53 loss:-0.0219 fps:1580 +frame:9.81e+06 wall_t:6207 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:2.399 +2026-01-08 11:36:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.13 total_reward_ma:-8.53 loss:-0.02382 fps:1581 +frame:9.82e+06 wall_t:6213 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:2.392 +2026-01-08 11:36:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.52 loss:-0.02313 fps:1580 +frame:9.83e+06 wall_t:6220 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:2.387 +2026-01-08 11:36:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-8.52 loss:-0.02314 fps:1580 +frame:9.84e+06 wall_t:6226 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:2.447 +2026-01-08 11:36:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.86 total_reward_ma:-8.52 loss:-0.02195 fps:1581 +frame:9.85e+06 wall_t:6232 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:2.33 +2026-01-08 11:36:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.02 total_reward_ma:-8.51 loss:-0.0216 fps:1580 +frame:9.86e+06 wall_t:6239 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:2.263 +2026-01-08 11:36:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-8.51 loss:-0.02114 fps:1580 +frame:9.87e+06 wall_t:6245 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:2.188 +2026-01-08 11:37:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.02 total_reward_ma:-8.51 loss:-0.02147 fps:1581 +frame:9.88e+06 wall_t:6251 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:2.266 +2026-01-08 11:37:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-8.50 loss:-0.0185 fps:1581 +frame:9.89e+06 wall_t:6257 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:2.008 +2026-01-08 11:37:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.50 loss:-0.02117 fps:1581 +frame:9.90e+06 wall_t:6263 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:2.257 +2026-01-08 11:37:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-8.50 loss:-0.02054 fps:1581 +frame:9.91e+06 wall_t:6270 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:2.248 +2026-01-08 11:37:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-8.49 loss:-0.02077 fps:1581 +frame:9.92e+06 wall_t:6276 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:2.294 +2026-01-08 11:37:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-8.00 total_reward_ma:-8.49 loss:-0.02029 fps:1581 +frame:9.93e+06 wall_t:6282 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:2.181 +2026-01-08 11:37:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.96 total_reward_ma:-8.48 loss:-0.01978 fps:1581 +frame:9.94e+06 wall_t:6289 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:2.191 +2026-01-08 11:37:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-8.48 loss:-0.01996 fps:1581 +frame:9.95e+06 wall_t:6295 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:2.123 +2026-01-08 11:37:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.78 total_reward_ma:-8.47 loss:-0.02046 fps:1580 +frame:9.96e+06 wall_t:6302 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:2.248 +2026-01-08 11:38:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.94 total_reward_ma:-8.46 loss:-0.01814 fps:1581 +frame:9.97e+06 wall_t:6308 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.957 +2026-01-08 11:38:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.88 total_reward_ma:-8.46 loss:-0.01989 fps:1581 +frame:9.98e+06 wall_t:6314 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:2.132 +2026-01-08 11:38:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.90 total_reward_ma:-8.45 loss:-0.0209 fps:1581 +frame:9.99e+06 wall_t:6320 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:2.266 +2026-01-08 11:38:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_icehockey_t0_s3 [train] +total_reward:-7.93 total_reward_ma:-8.44 loss:-0.01935 fps:1581 +frame:1.00e+07 wall_t:6326 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:2.178 +2026-01-08 11:38:21 | INFO | PID:1631 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s0_ckpt-best_net_model.pt b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..0c83a27c078818c87fcb141591c363810e06f7d6 --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s0_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e22a38620ddad5525ba48eefd18111f75aa06e808aa58b30fc20d994e5e857e +size 6781527 diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s0_net_model.pt b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s0_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..6075ea97ad717a0e7f7f71427bb7a6e22ce419f4 --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s0_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:025461000874100aa3ba62c65cb3a144f4d35914326725efe5a66820ce73f6e7 +size 6781347 diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s1_ckpt-best_net_model.pt b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s1_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..be4ba2c8c69d437c06d1a9949776fa6716144e73 --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s1_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d4c3057624d990125f43427fc8bf74570b2027963106cb3d65d8653386b7b2b +size 6781527 diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s1_net_model.pt b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s1_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..e004f4e157ddc3b727baf3266f78629751ad1c38 --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s1_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dca5796585149de1cf691a54f061c9efcb842ab805ceb7aac9a06d327f33fbc6 +size 6781347 diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s2_ckpt-best_net_model.pt b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s2_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..0a0a5b1f45824f975d9c1388af19ff0294ea8f1f --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s2_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7a340805d17ae4a3bb527efb7e6455f03b2a8e4306a1d4536c0796361f0d35a +size 6781527 diff --git a/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s2_net_model.pt b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s2_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..a6c3325ca2d0f38bca556866826cd9c5cc94eb33 --- /dev/null +++ b/data/ppo_atari_lam70_icehockey_2026_01_08_095246/model/ppo_atari_lam70_icehockey_t0_s2_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:206e7096ef2dc70cd0f13a60a7daa1b96083baa4a5d180374b4e6ba5ebc7f2df +size 6781347 diff --git 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