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0.2806188464164734 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0.log b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..d01a2aa741b53afde3a6f87f044b7591ca4e11c2 --- /dev/null +++ b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0.log @@ -0,0 +1,5 @@ +2026-01-07 22:52:07 | INFO | PID:1980 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:-6.79 | strength:1.236 | max_strength:3.623 | final_strength:3.3 | sample_efficiency:1.601e-07 | training_efficiency:1.025e-05 | stability:0.9923 | consistency:0.2806 +2026-01-07 22:52:07 | INFO | PID:1980 | slm_lab.lib.logger:info | Trial 0 done +2026-01-07 22:52:07 | INFO | PID:1980 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_surround_2026_01_07_205440 +2026-01-07 22:52:07 | INFO | PID:1980 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB +2026-01-07 22:52:07 | INFO | PID:1980 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_surround_2026_01_07_205440 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_surround_2026_01_07_205440... diff --git a/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s0.log b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..fd73897892eb47e94b341746371162bbfea770c8 --- /dev/null +++ b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s0.log @@ -0,0 +1,1174 @@ +2026-01-07 20:54:44 | INFO | PID:2119 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:55:12 | INFO | PID:2119 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-07 20:55:12 | INFO | PID:2119 | 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=5, 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=5, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-07 20:55:21 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:-0.01295 fps:294.1 +frame:1.00e+04 wall_t:34 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.545 +2026-01-07 20:55:29 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01018 fps:465.1 +frame:2.00e+04 wall_t:43 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.554 +2026-01-07 20:55:37 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01189 fps:600 +frame:3.00e+04 wall_t:50 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.563 +2026-01-07 20:55:47 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01311 fps:666.7 +frame:4.00e+04 wall_t:60 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.53 +2026-01-07 20:55:55 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01419 fps:735.3 +frame:5.00e+04 wall_t:68 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.509 +2026-01-07 20:56:03 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01292 fps:789.5 +frame:6.00e+04 wall_t:76 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.527 +2026-01-07 20:56:11 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01339 fps:833.3 +frame:7.00e+04 wall_t:84 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.513 +2026-01-07 20:56:21 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.0101 fps:851.1 +frame:8.00e+04 wall_t:94 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.426 +2026-01-07 20:56:29 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.01161 fps:882.4 +frame:9.00e+04 wall_t:102 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.432 +2026-01-07 20:56:37 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.0135 fps:909.1 +frame:1.00e+05 wall_t:110 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.461 +2026-01-07 20:56:45 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.01519 fps:932.2 +frame:1.10e+05 wall_t:118 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.499 +2026-01-07 20:56:53 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.01493 fps:944.9 +frame:1.20e+05 wall_t:127 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.476 +2026-01-07 20:57:02 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.01332 fps:963 +frame:1.30e+05 wall_t:135 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.465 +2026-01-07 20:57:11 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.01485 fps:972.2 +frame:1.40e+05 wall_t:144 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.506 +2026-01-07 20:57:20 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.01506 fps:980.4 +frame:1.50e+05 wall_t:153 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.492 +2026-01-07 20:57:28 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.01167 fps:993.8 +frame:1.60e+05 wall_t:161 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.478 +2026-01-07 20:57:35 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01463 fps:1006 +frame:1.70e+05 wall_t:169 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.464 +2026-01-07 20:57:42 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01442 fps:1023 +frame:1.80e+05 wall_t:176 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.513 +2026-01-07 20:57:51 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01785 fps:1033 +frame:1.90e+05 wall_t:184 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.484 +2026-01-07 20:57:59 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01454 fps:1042 +frame:2.00e+05 wall_t:192 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.483 +2026-01-07 20:58:07 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01526 fps:1050 +frame:2.10e+05 wall_t:200 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.45 +2026-01-07 20:58:14 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.01596 fps:1058 +frame:2.20e+05 wall_t:208 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.468 +2026-01-07 20:58:22 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.01664 fps:1065 +frame:2.30e+05 wall_t:216 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.461 +2026-01-07 20:58:31 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01675 fps:1071 +frame:2.40e+05 wall_t:224 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.477 +2026-01-07 20:58:39 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.01623 fps:1073 +frame:2.50e+05 wall_t:233 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.482 +2026-01-07 20:58:48 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.01726 fps:1074 +frame:2.60e+05 wall_t:242 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.484 +2026-01-07 20:58:56 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-0.01578 fps:1080 +frame:2.70e+05 wall_t:250 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.478 +2026-01-07 20:59:05 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.99 loss:-0.01705 fps:1085 +frame:2.80e+05 wall_t:258 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.472 +2026-01-07 20:59:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.0163 fps:1090 +frame:2.90e+05 wall_t:266 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.481 +2026-01-07 20:59:20 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.01618 fps:1095 +frame:3.00e+05 wall_t:274 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.515 +2026-01-07 20:59:29 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.01678 fps:1099 +frame:3.10e+05 wall_t:282 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.492 +2026-01-07 20:59:39 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.01743 fps:1096 +frame:3.20e+05 wall_t:292 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.517 +2026-01-07 20:59:48 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.0175 fps:1096 +frame:3.30e+05 wall_t:301 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.482 +2026-01-07 20:59:56 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.01612 fps:1100 +frame:3.40e+05 wall_t:309 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.486 +2026-01-07 21:00:04 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.01637 fps:1104 +frame:3.50e+05 wall_t:317 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.464 +2026-01-07 21:00:12 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.01795 fps:1108 +frame:3.60e+05 wall_t:325 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.503 +2026-01-07 21:00:20 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01685 fps:1111 +frame:3.70e+05 wall_t:333 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.466 +2026-01-07 21:00:28 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01606 fps:1114 +frame:3.80e+05 wall_t:341 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.438 +2026-01-07 21:00:36 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01878 fps:1117 +frame:3.90e+05 wall_t:349 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.445 +2026-01-07 21:00:45 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01858 fps:1117 +frame:4.00e+05 wall_t:358 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.474 +2026-01-07 21:00:53 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01559 fps:1120 +frame:4.10e+05 wall_t:366 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.446 +2026-01-07 21:01:02 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01716 fps:1120 +frame:4.20e+05 wall_t:375 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.481 +2026-01-07 21:01:10 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.97 loss:-0.01736 fps:1120 +frame:4.30e+05 wall_t:384 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.433 +2026-01-07 21:01:18 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.97 loss:-0.01718 fps:1122 +frame:4.40e+05 wall_t:392 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.469 +2026-01-07 21:01:28 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01685 fps:1122 +frame:4.50e+05 wall_t:401 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.509 +2026-01-07 21:01:36 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.0181 fps:1125 +frame:4.60e+05 wall_t:409 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.493 +2026-01-07 21:01:43 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01712 fps:1127 +frame:4.70e+05 wall_t:417 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.481 +2026-01-07 21:01:51 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01717 fps:1132 +frame:4.80e+05 wall_t:424 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.479 +2026-01-07 21:01:59 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01809 fps:1134 +frame:4.90e+05 wall_t:432 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.427 +2026-01-07 21:02:08 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01391 fps:1134 +frame:5.00e+05 wall_t:441 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.458 +2026-01-07 21:02:16 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01498 fps:1136 +frame:5.10e+05 wall_t:449 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.433 +2026-01-07 21:02:23 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01626 fps:1140 +frame:5.20e+05 wall_t:456 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.453 +2026-01-07 21:02:31 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01669 fps:1142 +frame:5.30e+05 wall_t:464 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.423 +2026-01-07 21:02:38 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01699 fps:1144 +frame:5.40e+05 wall_t:472 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.456 +2026-01-07 21:02:47 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01716 fps:1146 +frame:5.50e+05 wall_t:480 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.44 +2026-01-07 21:02:55 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01524 fps:1148 +frame:5.60e+05 wall_t:488 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.44 +2026-01-07 21:03:03 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01523 fps:1149 +frame:5.70e+05 wall_t:496 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.427 +2026-01-07 21:03:10 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.0182 fps:1153 +frame:5.80e+05 wall_t:503 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.383 +2026-01-07 21:03:18 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01622 fps:1155 +frame:5.90e+05 wall_t:511 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.316 +2026-01-07 21:03:26 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01605 fps:1156 +frame:6.00e+05 wall_t:519 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.394 +2026-01-07 21:03:35 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01765 fps:1155 +frame:6.10e+05 wall_t:528 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.388 +2026-01-07 21:03:43 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01498 fps:1157 +frame:6.20e+05 wall_t:536 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.342 +2026-01-07 21:03:50 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01656 fps:1160 +frame:6.30e+05 wall_t:543 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.395 +2026-01-07 21:03:58 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01469 fps:1162 +frame:6.40e+05 wall_t:551 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.35 +2026-01-07 21:04:05 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01534 fps:1163 +frame:6.50e+05 wall_t:559 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.364 +2026-01-07 21:04:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01415 fps:1166 +frame:6.60e+05 wall_t:566 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.326 +2026-01-07 21:04:23 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01704 fps:1163 +frame:6.70e+05 wall_t:576 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.4 +2026-01-07 21:04:33 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.015 fps:1160 +frame:6.80e+05 wall_t:586 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.341 +2026-01-07 21:04:41 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01659 fps:1162 +frame:6.90e+05 wall_t:594 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.361 +2026-01-07 21:04:49 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01636 fps:1163 +frame:7.00e+05 wall_t:602 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.4 +2026-01-07 21:04:56 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01848 fps:1164 +frame:7.10e+05 wall_t:610 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.37 +2026-01-07 21:05:05 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01684 fps:1165 +frame:7.20e+05 wall_t:618 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.403 +2026-01-07 21:05:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01565 fps:1166 +frame:7.30e+05 wall_t:626 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.373 +2026-01-07 21:05:21 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01607 fps:1165 +frame:7.40e+05 wall_t:635 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.399 +2026-01-07 21:05:29 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01601 fps:1166 +frame:7.50e+05 wall_t:643 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.401 +2026-01-07 21:05:38 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01583 fps:1167 +frame:7.60e+05 wall_t:651 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.351 +2026-01-07 21:05:46 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01416 fps:1167 +frame:7.70e+05 wall_t:660 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.353 +2026-01-07 21:05:54 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01681 fps:1168 +frame:7.80e+05 wall_t:668 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.385 +2026-01-07 21:06:03 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01615 fps:1169 +frame:7.90e+05 wall_t:676 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.396 +2026-01-07 21:06:11 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01524 fps:1170 +frame:8.00e+05 wall_t:684 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.371 +2026-01-07 21:06:18 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01635 fps:1172 +frame:8.10e+05 wall_t:691 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.388 +2026-01-07 21:06:26 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01843 fps:1171 +frame:8.20e+05 wall_t:700 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.428 +2026-01-07 21:06:34 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01688 fps:1172 +frame:8.30e+05 wall_t:708 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.415 +2026-01-07 21:06:42 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01555 fps:1175 +frame:8.40e+05 wall_t:715 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.409 +2026-01-07 21:06:50 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01622 fps:1176 +frame:8.50e+05 wall_t:723 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.466 +2026-01-07 21:06:58 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.0165 fps:1175 +frame:8.60e+05 wall_t:732 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.458 +2026-01-07 21:07:07 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01693 fps:1176 +frame:8.70e+05 wall_t:740 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.451 +2026-01-07 21:07:14 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01665 fps:1176 +frame:8.80e+05 wall_t:748 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.405 +2026-01-07 21:07:23 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01696 fps:1177 +frame:8.90e+05 wall_t:756 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.44 +2026-01-07 21:07:31 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01654 fps:1178 +frame:9.00e+05 wall_t:764 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.42 +2026-01-07 21:07:40 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01598 fps:1177 +frame:9.10e+05 wall_t:773 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.439 +2026-01-07 21:07:48 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01641 fps:1176 +frame:9.20e+05 wall_t:782 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.426 +2026-01-07 21:07:57 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01605 fps:1177 +frame:9.30e+05 wall_t:790 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.474 +2026-01-07 21:08:04 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01896 fps:1179 +frame:9.40e+05 wall_t:797 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.503 +2026-01-07 21:08:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01748 fps:1179 +frame:9.50e+05 wall_t:806 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.447 +2026-01-07 21:08:22 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01516 fps:1178 +frame:9.60e+05 wall_t:815 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.398 +2026-01-07 21:08:30 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01827 fps:1179 +frame:9.70e+05 wall_t:823 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.468 +2026-01-07 21:08:38 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01531 fps:1179 +frame:9.80e+05 wall_t:831 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.441 +2026-01-07 21:08:45 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01757 fps:1181 +frame:9.90e+05 wall_t:838 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.428 +2026-01-07 21:08:53 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01862 fps:1182 +frame:1.00e+06 wall_t:846 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.434 +2026-01-07 21:09:01 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01766 fps:1183 +frame:1.01e+06 wall_t:854 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.449 +2026-01-07 21:09:09 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01773 fps:1182 +frame:1.02e+06 wall_t:863 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.432 +2026-01-07 21:09:18 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01836 fps:1183 +frame:1.03e+06 wall_t:871 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.406 +2026-01-07 21:09:26 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01682 fps:1183 +frame:1.04e+06 wall_t:879 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.425 +2026-01-07 21:09:33 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01749 fps:1184 +frame:1.05e+06 wall_t:887 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.451 +2026-01-07 21:09:42 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01674 fps:1184 +frame:1.06e+06 wall_t:895 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.407 +2026-01-07 21:09:50 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01685 fps:1184 +frame:1.07e+06 wall_t:904 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.428 +2026-01-07 21:09:59 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.015 fps:1184 +frame:1.08e+06 wall_t:912 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.345 +2026-01-07 21:10:07 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01671 fps:1185 +frame:1.09e+06 wall_t:920 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.375 +2026-01-07 21:10:15 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01591 fps:1185 +frame:1.10e+06 wall_t:928 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.403 +2026-01-07 21:10:23 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01735 fps:1186 +frame:1.11e+06 wall_t:936 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.423 +2026-01-07 21:10:32 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.0181 fps:1185 +frame:1.12e+06 wall_t:945 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.394 +2026-01-07 21:10:40 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01631 fps:1186 +frame:1.13e+06 wall_t:953 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.346 +2026-01-07 21:10:48 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.01531 fps:1186 +frame:1.14e+06 wall_t:961 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.399 +2026-01-07 21:10:56 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01682 fps:1187 +frame:1.15e+06 wall_t:969 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.368 +2026-01-07 21:11:04 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01713 fps:1187 +frame:1.16e+06 wall_t:977 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.387 +2026-01-07 21:11:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01542 fps:1187 +frame:1.17e+06 wall_t:986 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.432 +2026-01-07 21:11:21 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01519 fps:1187 +frame:1.18e+06 wall_t:994 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.45 +2026-01-07 21:11:29 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.017 fps:1188 +frame:1.19e+06 wall_t:1002 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.44 +2026-01-07 21:11:37 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.0155 fps:1188 +frame:1.20e+06 wall_t:1010 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.426 +2026-01-07 21:11:47 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01805 fps:1186 +frame:1.21e+06 wall_t:1020 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.371 +2026-01-07 21:11:56 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01687 fps:1186 +frame:1.22e+06 wall_t:1029 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.342 +2026-01-07 21:12:03 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01571 fps:1187 +frame:1.23e+06 wall_t:1036 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.348 +2026-01-07 21:12:11 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01339 fps:1188 +frame:1.24e+06 wall_t:1044 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.321 +2026-01-07 21:12:19 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01465 fps:1188 +frame:1.25e+06 wall_t:1052 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.269 +2026-01-07 21:12:28 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01571 fps:1188 +frame:1.26e+06 wall_t:1061 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.304 +2026-01-07 21:12:37 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01489 fps:1187 +frame:1.27e+06 wall_t:1070 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.298 +2026-01-07 21:12:46 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01426 fps:1186 +frame:1.28e+06 wall_t:1079 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.296 +2026-01-07 21:12:53 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.98 total_reward_ma:-9.96 loss:-0.01598 fps:1188 +frame:1.29e+06 wall_t:1086 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.353 +2026-01-07 21:13:01 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01526 fps:1188 +frame:1.30e+06 wall_t:1094 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.319 +2026-01-07 21:13:09 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01652 fps:1188 +frame:1.31e+06 wall_t:1103 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.404 +2026-01-07 21:13:18 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01721 fps:1188 +frame:1.32e+06 wall_t:1111 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.409 +2026-01-07 21:13:27 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01555 fps:1188 +frame:1.33e+06 wall_t:1120 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.318 +2026-01-07 21:13:36 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01429 fps:1187 +frame:1.34e+06 wall_t:1129 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.35 +2026-01-07 21:13:44 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01573 fps:1187 +frame:1.35e+06 wall_t:1137 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.322 +2026-01-07 21:13:52 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01572 fps:1188 +frame:1.36e+06 wall_t:1145 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.345 +2026-01-07 21:13:59 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01546 fps:1188 +frame:1.37e+06 wall_t:1153 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.368 +2026-01-07 21:14:07 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01522 fps:1189 +frame:1.38e+06 wall_t:1161 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.316 +2026-01-07 21:14:16 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01579 fps:1189 +frame:1.39e+06 wall_t:1169 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.32 +2026-01-07 21:14:24 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01593 fps:1189 +frame:1.40e+06 wall_t:1177 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.348 +2026-01-07 21:14:31 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01679 fps:1190 +frame:1.41e+06 wall_t:1185 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.353 +2026-01-07 21:14:39 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01589 fps:1190 +frame:1.42e+06 wall_t:1193 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.372 +2026-01-07 21:14:48 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01553 fps:1191 +frame:1.43e+06 wall_t:1201 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.357 +2026-01-07 21:14:57 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.0153 fps:1190 +frame:1.44e+06 wall_t:1210 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.364 +2026-01-07 21:15:05 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01527 fps:1190 +frame:1.45e+06 wall_t:1218 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.38 +2026-01-07 21:15:12 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01601 fps:1191 +frame:1.46e+06 wall_t:1226 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.34 +2026-01-07 21:15:20 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01504 fps:1191 +frame:1.47e+06 wall_t:1234 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.324 +2026-01-07 21:15:28 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01572 fps:1193 +frame:1.48e+06 wall_t:1241 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.382 +2026-01-07 21:15:36 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-9.96 loss:-0.01783 fps:1193 +frame:1.49e+06 wall_t:1249 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.387 +2026-01-07 21:15:43 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01551 fps:1193 +frame:1.50e+06 wall_t:1257 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.364 +2026-01-07 21:15:51 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01819 fps:1195 +frame:1.51e+06 wall_t:1264 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.394 +2026-01-07 21:15:59 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.0163 fps:1195 +frame:1.52e+06 wall_t:1272 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.332 +2026-01-07 21:16:09 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01485 fps:1193 +frame:1.53e+06 wall_t:1282 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.282 +2026-01-07 21:16:16 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01533 fps:1194 +frame:1.54e+06 wall_t:1290 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.307 +2026-01-07 21:16:24 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01445 fps:1195 +frame:1.55e+06 wall_t:1297 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.323 +2026-01-07 21:16:32 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01362 fps:1195 +frame:1.56e+06 wall_t:1305 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.329 +2026-01-07 21:16:40 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01725 fps:1196 +frame:1.57e+06 wall_t:1313 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.324 +2026-01-07 21:16:49 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.95 loss:-0.01672 fps:1195 +frame:1.58e+06 wall_t:1322 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.34 +2026-01-07 21:16:57 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.95 loss:-0.01598 fps:1195 +frame:1.59e+06 wall_t:1330 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.336 +2026-01-07 21:17:05 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01278 fps:1196 +frame:1.60e+06 wall_t:1338 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.344 +2026-01-07 21:17:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01667 fps:1195 +frame:1.61e+06 wall_t:1347 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.352 +2026-01-07 21:17:22 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01587 fps:1196 +frame:1.62e+06 wall_t:1355 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.326 +2026-01-07 21:17:30 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01581 fps:1196 +frame:1.63e+06 wall_t:1363 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.312 +2026-01-07 21:17:39 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01571 fps:1195 +frame:1.64e+06 wall_t:1372 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.318 +2026-01-07 21:17:48 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01538 fps:1195 +frame:1.65e+06 wall_t:1381 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.339 +2026-01-07 21:17:56 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01774 fps:1194 +frame:1.66e+06 wall_t:1390 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.322 +2026-01-07 21:18:05 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.95 loss:-0.01745 fps:1195 +frame:1.67e+06 wall_t:1398 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.338 +2026-01-07 21:18:15 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.95 loss:-0.01534 fps:1193 +frame:1.68e+06 wall_t:1408 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.294 +2026-01-07 21:18:23 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01588 fps:1194 +frame:1.69e+06 wall_t:1416 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.357 +2026-01-07 21:18:31 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01656 fps:1193 +frame:1.70e+06 wall_t:1425 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.318 +2026-01-07 21:18:39 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.95 loss:-0.01413 fps:1194 +frame:1.71e+06 wall_t:1432 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.329 +2026-01-07 21:18:48 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01488 fps:1194 +frame:1.72e+06 wall_t:1441 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.288 +2026-01-07 21:18:57 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.95 loss:-0.01552 fps:1193 +frame:1.73e+06 wall_t:1450 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.35 +2026-01-07 21:19:06 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01554 fps:1193 +frame:1.74e+06 wall_t:1459 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.349 +2026-01-07 21:19:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.0169 fps:1193 +frame:1.75e+06 wall_t:1467 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.401 +2026-01-07 21:19:22 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01578 fps:1193 +frame:1.76e+06 wall_t:1475 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.397 +2026-01-07 21:19:30 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01626 fps:1194 +frame:1.77e+06 wall_t:1483 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.358 +2026-01-07 21:19:38 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01575 fps:1194 +frame:1.78e+06 wall_t:1491 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.383 +2026-01-07 21:19:46 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01612 fps:1194 +frame:1.79e+06 wall_t:1499 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.361 +2026-01-07 21:19:54 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01438 fps:1194 +frame:1.80e+06 wall_t:1507 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.329 +2026-01-07 21:20:02 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01465 fps:1195 +frame:1.81e+06 wall_t:1515 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.334 +2026-01-07 21:20:10 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01616 fps:1194 +frame:1.82e+06 wall_t:1524 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.329 +2026-01-07 21:20:18 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01536 fps:1195 +frame:1.83e+06 wall_t:1532 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.342 +2026-01-07 21:20:27 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01377 fps:1195 +frame:1.84e+06 wall_t:1540 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.31 +2026-01-07 21:20:34 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01622 fps:1195 +frame:1.85e+06 wall_t:1548 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.321 +2026-01-07 21:20:42 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01591 fps:1196 +frame:1.86e+06 wall_t:1555 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.32 +2026-01-07 21:20:50 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01815 fps:1196 +frame:1.87e+06 wall_t:1563 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.291 +2026-01-07 21:20:57 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01769 fps:1197 +frame:1.88e+06 wall_t:1570 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.351 +2026-01-07 21:21:04 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01525 fps:1198 +frame:1.89e+06 wall_t:1577 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.316 +2026-01-07 21:21:12 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.95 loss:-0.01572 fps:1199 +frame:1.90e+06 wall_t:1585 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.315 +2026-01-07 21:21:19 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.95 loss:-0.01586 fps:1199 +frame:1.91e+06 wall_t:1593 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.338 +2026-01-07 21:21:29 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01498 fps:1199 +frame:1.92e+06 wall_t:1602 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.339 +2026-01-07 21:21:38 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.95 loss:-0.01429 fps:1197 +frame:1.93e+06 wall_t:1612 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.307 +2026-01-07 21:21:46 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01433 fps:1198 +frame:1.94e+06 wall_t:1620 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.275 +2026-01-07 21:21:54 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.95 loss:-0.01249 fps:1198 +frame:1.95e+06 wall_t:1628 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.233 +2026-01-07 21:22:02 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.95 loss:-0.01599 fps:1199 +frame:1.96e+06 wall_t:1635 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.234 +2026-01-07 21:22:09 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.95 loss:-0.01394 fps:1200 +frame:1.97e+06 wall_t:1642 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.232 +2026-01-07 21:22:16 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.95 loss:-0.01368 fps:1200 +frame:1.98e+06 wall_t:1650 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.221 +2026-01-07 21:22:24 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.94 loss:-0.01362 fps:1201 +frame:1.99e+06 wall_t:1657 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.265 +2026-01-07 21:22:32 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01481 fps:1201 +frame:2.00e+06 wall_t:1665 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.289 +2026-01-07 21:22:41 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01379 fps:1201 +frame:2.01e+06 wall_t:1674 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.256 +2026-01-07 21:22:49 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01387 fps:1200 +frame:2.02e+06 wall_t:1683 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.284 +2026-01-07 21:22:58 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.94 loss:-0.01615 fps:1200 +frame:2.03e+06 wall_t:1691 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.314 +2026-01-07 21:23:05 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01492 fps:1201 +frame:2.04e+06 wall_t:1698 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.242 +2026-01-07 21:23:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01537 fps:1202 +frame:2.05e+06 wall_t:1706 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.306 +2026-01-07 21:23:22 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-0.01399 fps:1201 +frame:2.06e+06 wall_t:1715 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.31 +2026-01-07 21:23:30 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01392 fps:1201 +frame:2.07e+06 wall_t:1723 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.299 +2026-01-07 21:23:38 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01561 fps:1202 +frame:2.08e+06 wall_t:1731 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.348 +2026-01-07 21:23:46 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.94 loss:-0.01742 fps:1202 +frame:2.09e+06 wall_t:1739 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.312 +2026-01-07 21:23:54 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.94 loss:-0.01818 fps:1202 +frame:2.10e+06 wall_t:1747 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.29 +2026-01-07 21:24:02 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.94 loss:-0.01315 fps:1202 +frame:2.11e+06 wall_t:1755 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.291 +2026-01-07 21:24:11 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.94 loss:-0.01505 fps:1202 +frame:2.12e+06 wall_t:1764 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.316 +2026-01-07 21:24:20 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.94 loss:-0.01517 fps:1201 +frame:2.13e+06 wall_t:1773 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.316 +2026-01-07 21:24:27 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.94 loss:-0.01616 fps:1202 +frame:2.14e+06 wall_t:1780 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.255 +2026-01-07 21:24:34 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.94 loss:-0.01746 fps:1202 +frame:2.15e+06 wall_t:1788 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.295 +2026-01-07 21:24:43 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.94 loss:-0.01743 fps:1203 +frame:2.16e+06 wall_t:1796 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.273 +2026-01-07 21:24:52 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01581 fps:1202 +frame:2.17e+06 wall_t:1805 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.283 +2026-01-07 21:25:00 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01743 fps:1202 +frame:2.18e+06 wall_t:1814 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.293 +2026-01-07 21:25:09 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01378 fps:1202 +frame:2.19e+06 wall_t:1822 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.273 +2026-01-07 21:25:17 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-0.01618 fps:1202 +frame:2.20e+06 wall_t:1830 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.279 +2026-01-07 21:25:26 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-0.01676 fps:1202 +frame:2.21e+06 wall_t:1839 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.306 +2026-01-07 21:25:33 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-0.01542 fps:1203 +frame:2.22e+06 wall_t:1846 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.298 +2026-01-07 21:25:41 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-0.01463 fps:1203 +frame:2.23e+06 wall_t:1854 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.247 +2026-01-07 21:25:49 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-0.01565 fps:1203 +frame:2.24e+06 wall_t:1862 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.258 +2026-01-07 21:25:59 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-0.01602 fps:1202 +frame:2.25e+06 wall_t:1872 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.267 +2026-01-07 21:26:07 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-0.01561 fps:1201 +frame:2.26e+06 wall_t:1881 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.258 +2026-01-07 21:26:16 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-0.01391 fps:1202 +frame:2.27e+06 wall_t:1889 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.203 +2026-01-07 21:26:25 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-0.01455 fps:1201 +frame:2.28e+06 wall_t:1898 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.235 +2026-01-07 21:26:33 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01502 fps:1201 +frame:2.29e+06 wall_t:1906 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.256 +2026-01-07 21:26:41 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-0.01358 fps:1202 +frame:2.30e+06 wall_t:1914 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.293 +2026-01-07 21:26:48 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.86 total_reward_ma:-9.93 loss:-0.01559 fps:1202 +frame:2.31e+06 wall_t:1921 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.217 +2026-01-07 21:26:58 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.85 total_reward_ma:-9.93 loss:-0.01438 fps:1201 +frame:2.32e+06 wall_t:1931 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.278 +2026-01-07 21:27:06 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.85 total_reward_ma:-9.93 loss:-0.01549 fps:1201 +frame:2.33e+06 wall_t:1940 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.218 +2026-01-07 21:27:14 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.85 total_reward_ma:-9.93 loss:-0.01374 fps:1201 +frame:2.34e+06 wall_t:1948 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.291 +2026-01-07 21:27:23 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.85 total_reward_ma:-9.93 loss:-0.01501 fps:1201 +frame:2.35e+06 wall_t:1956 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.304 +2026-01-07 21:27:31 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-0.0158 fps:1202 +frame:2.36e+06 wall_t:1964 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.274 +2026-01-07 21:27:40 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01476 fps:1201 +frame:2.37e+06 wall_t:1973 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.279 +2026-01-07 21:27:50 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01377 fps:1200 +frame:2.38e+06 wall_t:1983 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.306 +2026-01-07 21:27:57 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-0.01549 fps:1200 +frame:2.39e+06 wall_t:1991 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.3 +2026-01-07 21:28:05 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-0.01647 fps:1201 +frame:2.40e+06 wall_t:1998 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.279 +2026-01-07 21:28:13 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-0.01383 fps:1201 +frame:2.41e+06 wall_t:2007 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.269 +2026-01-07 21:28:22 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-0.01436 fps:1201 +frame:2.42e+06 wall_t:2015 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.231 +2026-01-07 21:28:30 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-0.0163 fps:1201 +frame:2.43e+06 wall_t:2023 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.245 +2026-01-07 21:28:38 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01708 fps:1201 +frame:2.44e+06 wall_t:2031 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.301 +2026-01-07 21:28:47 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01434 fps:1201 +frame:2.45e+06 wall_t:2040 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.264 +2026-01-07 21:28:55 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01574 fps:1201 +frame:2.46e+06 wall_t:2048 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.26 +2026-01-07 21:29:04 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01588 fps:1201 +frame:2.47e+06 wall_t:2057 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.245 +2026-01-07 21:29:12 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01569 fps:1201 +frame:2.48e+06 wall_t:2065 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.258 +2026-01-07 21:29:20 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.0157 fps:1201 +frame:2.49e+06 wall_t:2073 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.264 +2026-01-07 21:29:28 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01422 fps:1201 +frame:2.50e+06 wall_t:2081 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.203 +2026-01-07 21:29:36 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.01534 fps:1202 +frame:2.51e+06 wall_t:2089 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.292 +2026-01-07 21:29:45 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01404 fps:1201 +frame:2.52e+06 wall_t:2098 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.288 +2026-01-07 21:29:53 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-0.01625 fps:1201 +frame:2.53e+06 wall_t:2107 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.3 +2026-01-07 21:30:02 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-0.01482 fps:1201 +frame:2.54e+06 wall_t:2115 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.271 +2026-01-07 21:30:11 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-0.01495 fps:1201 +frame:2.55e+06 wall_t:2124 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.275 +2026-01-07 21:30:19 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-0.01503 fps:1201 +frame:2.56e+06 wall_t:2132 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.317 +2026-01-07 21:30:26 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.91 loss:-0.01598 fps:1201 +frame:2.57e+06 wall_t:2139 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.339 +2026-01-07 21:30:34 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.91 loss:-0.01583 fps:1202 +frame:2.58e+06 wall_t:2147 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.182 +2026-01-07 21:30:42 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-0.01414 fps:1202 +frame:2.59e+06 wall_t:2155 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.228 +2026-01-07 21:30:50 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-0.01483 fps:1202 +frame:2.60e+06 wall_t:2163 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.281 +2026-01-07 21:30:59 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.83 total_reward_ma:-9.91 loss:-0.0165 fps:1202 +frame:2.61e+06 wall_t:2172 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.305 +2026-01-07 21:31:08 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.81 total_reward_ma:-9.91 loss:-0.01612 fps:1201 +frame:2.62e+06 wall_t:2181 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.352 +2026-01-07 21:31:16 | INFO | PID:2119 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_surround_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-9.91 loss:-0.0141 fps:1201 +frame:2.63e+06 wall_t:2190 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.299 diff --git a/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s1.log b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..796568a3030c64c2f0148ebc3895c0ab8ca8ed4d --- /dev/null +++ b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 20:54:44 | INFO | PID:2120 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:55:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:-0.009939 fps:285.7 +frame:1.00e+04 wall_t:35 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.436 +2026-01-07 20:55:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01024 fps:454.5 +frame:2.00e+04 wall_t:44 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.29 +2026-01-07 20:55:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.006871 fps:588.2 +frame:3.00e+04 wall_t:51 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.311 +2026-01-07 20:55:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01247 fps:655.7 +frame:4.00e+04 wall_t:61 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.428 +2026-01-07 20:55:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01187 fps:724.6 +frame:5.00e+04 wall_t:69 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.422 +2026-01-07 20:56:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01351 fps:779.2 +frame:6.00e+04 wall_t:77 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.416 +2026-01-07 20:56:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.008943 fps:823.5 +frame:7.00e+04 wall_t:85 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.295 +2026-01-07 20:56:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01181 fps:860.2 +frame:8.00e+04 wall_t:93 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.37 +2026-01-07 20:56:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-0.01161 fps:900 +frame:9.00e+04 wall_t:100 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.39 +2026-01-07 20:56:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-0.01378 fps:925.9 +frame:1.00e+05 wall_t:108 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.341 +2026-01-07 20:56:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-0.01279 fps:956.5 +frame:1.10e+05 wall_t:115 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.4 +2026-01-07 20:56:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.0122 fps:975.6 +frame:1.20e+05 wall_t:123 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.437 +2026-01-07 20:56:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.01241 fps:992.4 +frame:1.30e+05 wall_t:131 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.445 +2026-01-07 20:57:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.0153 fps:1014 +frame:1.40e+05 wall_t:138 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.484 +2026-01-07 20:57:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01594 fps:1027 +frame:1.50e+05 wall_t:146 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.41 +2026-01-07 20:57:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.01213 fps:1032 +frame:1.60e+05 wall_t:155 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.467 +2026-01-07 20:57:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.01482 fps:1049 +frame:1.70e+05 wall_t:162 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.449 +2026-01-07 20:57:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.01562 fps:1065 +frame:1.80e+05 wall_t:169 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.444 +2026-01-07 20:57:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.01381 fps:1073 +frame:1.90e+05 wall_t:177 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.471 +2026-01-07 20:57:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01436 fps:1081 +frame:2.00e+05 wall_t:185 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.472 +2026-01-07 20:57:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01105 fps:1088 +frame:2.10e+05 wall_t:193 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.391 +2026-01-07 20:58:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.95 loss:-0.01537 fps:1095 +frame:2.20e+05 wall_t:201 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.445 +2026-01-07 20:58:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.95 loss:-0.01503 fps:1106 +frame:2.30e+05 wall_t:208 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.474 +2026-01-07 20:58:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.96 loss:-0.01481 fps:1111 +frame:2.40e+05 wall_t:216 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.484 +2026-01-07 20:58:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.96 loss:-0.01621 fps:1116 +frame:2.50e+05 wall_t:224 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.527 +2026-01-07 20:58:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.96 loss:-0.01531 fps:1121 +frame:2.60e+05 wall_t:232 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.488 +2026-01-07 20:58:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.96 loss:-0.01713 fps:1116 +frame:2.70e+05 wall_t:242 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.452 +2026-01-07 20:58:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.96 loss:-0.01667 fps:1124 +frame:2.80e+05 wall_t:249 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.478 +2026-01-07 20:59:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.96 loss:-0.01532 fps:1128 +frame:2.90e+05 wall_t:257 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.491 +2026-01-07 20:59:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.96 loss:-0.01531 fps:1132 +frame:3.00e+05 wall_t:265 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.496 +2026-01-07 20:59:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.96 loss:-0.01674 fps:1140 +frame:3.10e+05 wall_t:272 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.495 +2026-01-07 20:59:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.97 loss:-0.01607 fps:1139 +frame:3.20e+05 wall_t:281 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.486 +2026-01-07 20:59:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-9.97 loss:-0.01668 fps:1138 +frame:3.30e+05 wall_t:290 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.502 +2026-01-07 20:59:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.01699 fps:1137 +frame:3.40e+05 wall_t:299 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.5 +2026-01-07 20:59:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.01527 fps:1144 +frame:3.50e+05 wall_t:306 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.491 +2026-01-07 21:00:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.01852 fps:1150 +frame:3.60e+05 wall_t:313 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.515 +2026-01-07 21:00:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.01762 fps:1153 +frame:3.70e+05 wall_t:321 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.494 +2026-01-07 21:00:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.0171 fps:1155 +frame:3.80e+05 wall_t:329 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.498 +2026-01-07 21:00:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.01679 fps:1157 +frame:3.90e+05 wall_t:337 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.492 +2026-01-07 21:00:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.01779 fps:1159 +frame:4.00e+05 wall_t:345 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.469 +2026-01-07 21:00:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.01592 fps:1161 +frame:4.10e+05 wall_t:353 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.481 +2026-01-07 21:00:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.99 total_reward_ma:-9.97 loss:-0.01751 fps:1167 +frame:4.20e+05 wall_t:360 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.503 +2026-01-07 21:00:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.97 loss:-0.01669 fps:1172 +frame:4.30e+05 wall_t:367 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.477 +2026-01-07 21:01:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.97 loss:-0.01553 fps:1170 +frame:4.40e+05 wall_t:376 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.452 +2026-01-07 21:01:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.97 loss:-0.01831 fps:1172 +frame:4.50e+05 wall_t:384 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.474 +2026-01-07 21:01:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.98 total_reward_ma:-9.97 loss:-0.01576 fps:1173 +frame:4.60e+05 wall_t:392 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.463 +2026-01-07 21:01:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01732 fps:1175 +frame:4.70e+05 wall_t:400 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.455 +2026-01-07 21:01:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01724 fps:1176 +frame:4.80e+05 wall_t:408 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.448 +2026-01-07 21:01:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01748 fps:1181 +frame:4.90e+05 wall_t:415 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.443 +2026-01-07 21:01:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.97 total_reward_ma:-9.97 loss:-0.01625 fps:1185 +frame:5.00e+05 wall_t:422 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.424 +2026-01-07 21:01:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01687 fps:1186 +frame:5.10e+05 wall_t:430 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.387 +2026-01-07 21:02:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01614 fps:1187 +frame:5.20e+05 wall_t:438 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.418 +2026-01-07 21:02:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01621 fps:1188 +frame:5.30e+05 wall_t:446 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.388 +2026-01-07 21:02:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.01677 fps:1192 +frame:5.40e+05 wall_t:453 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.405 +2026-01-07 21:02:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01808 fps:1193 +frame:5.50e+05 wall_t:461 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.432 +2026-01-07 21:02:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01637 fps:1194 +frame:5.60e+05 wall_t:469 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.401 +2026-01-07 21:02:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.0154 fps:1195 +frame:5.70e+05 wall_t:477 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.388 +2026-01-07 21:02:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.01578 fps:1196 +frame:5.80e+05 wall_t:485 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.354 +2026-01-07 21:02:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.01687 fps:1199 +frame:5.90e+05 wall_t:492 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.363 +2026-01-07 21:03:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-0.01746 fps:1202 +frame:6.00e+05 wall_t:499 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.386 +2026-01-07 21:03:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-0.0172 fps:1206 +frame:6.10e+05 wall_t:506 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.395 +2026-01-07 21:03:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-0.01629 fps:1209 +frame:6.20e+05 wall_t:513 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.405 +2026-01-07 21:03:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-0.0167 fps:1209 +frame:6.30e+05 wall_t:521 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.439 +2026-01-07 21:03:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-0.01606 fps:1210 +frame:6.40e+05 wall_t:529 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.406 +2026-01-07 21:03:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.96 loss:-0.01771 fps:1210 +frame:6.50e+05 wall_t:537 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.432 +2026-01-07 21:03:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-0.01602 fps:1213 +frame:6.60e+05 wall_t:544 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.416 +2026-01-07 21:03:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.96 loss:-0.01634 fps:1216 +frame:6.70e+05 wall_t:551 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.422 +2026-01-07 21:04:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.96 loss:-0.01743 fps:1216 +frame:6.80e+05 wall_t:559 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.424 +2026-01-07 21:04:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.95 loss:-0.01634 fps:1219 +frame:6.90e+05 wall_t:566 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.431 +2026-01-07 21:04:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.95 loss:-0.01795 fps:1217 +frame:7.00e+05 wall_t:575 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.38 +2026-01-07 21:04:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-0.01702 fps:1214 +frame:7.10e+05 wall_t:585 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.358 +2026-01-07 21:04:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.95 loss:-0.01749 fps:1214 +frame:7.20e+05 wall_t:593 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.385 +2026-01-07 21:04:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.95 loss:-0.01568 fps:1215 +frame:7.30e+05 wall_t:601 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.375 +2026-01-07 21:04:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.95 loss:-0.01786 fps:1217 +frame:7.40e+05 wall_t:608 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.362 +2026-01-07 21:05:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.94 loss:-0.01592 fps:1218 +frame:7.50e+05 wall_t:616 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.341 +2026-01-07 21:05:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.94 loss:-0.01621 fps:1220 +frame:7.60e+05 wall_t:623 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.371 +2026-01-07 21:05:17 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-0.01663 fps:1222 +frame:7.70e+05 wall_t:630 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.345 +2026-01-07 21:05:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-0.01584 fps:1223 +frame:7.80e+05 wall_t:638 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.353 +2026-01-07 21:05:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-0.01786 fps:1225 +frame:7.90e+05 wall_t:645 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.378 +2026-01-07 21:05:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.94 loss:-0.01751 fps:1225 +frame:8.00e+05 wall_t:653 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.401 +2026-01-07 21:05:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.94 loss:-0.01515 fps:1225 +frame:8.10e+05 wall_t:661 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.343 +2026-01-07 21:05:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.94 loss:-0.01621 fps:1226 +frame:8.20e+05 wall_t:669 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.382 +2026-01-07 21:06:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:-0.01559 fps:1226 +frame:8.30e+05 wall_t:677 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.436 +2026-01-07 21:06:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-0.01735 fps:1226 +frame:8.40e+05 wall_t:685 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.384 +2026-01-07 21:06:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.01729 fps:1228 +frame:8.50e+05 wall_t:692 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.406 +2026-01-07 21:06:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.01458 fps:1230 +frame:8.60e+05 wall_t:699 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.351 +2026-01-07 21:06:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.0166 fps:1231 +frame:8.70e+05 wall_t:707 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.4 +2026-01-07 21:06:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.01641 fps:1231 +frame:8.80e+05 wall_t:715 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.399 +2026-01-07 21:06:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01569 fps:1233 +frame:8.90e+05 wall_t:722 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.394 +2026-01-07 21:06:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.93 loss:-0.01586 fps:1233 +frame:9.00e+05 wall_t:730 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.353 +2026-01-07 21:07:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.93 loss:-0.01503 fps:1233 +frame:9.10e+05 wall_t:738 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.342 +2026-01-07 21:07:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.93 loss:-0.01561 fps:1235 +frame:9.20e+05 wall_t:745 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.325 +2026-01-07 21:07:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.01538 fps:1235 +frame:9.30e+05 wall_t:753 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.337 +2026-01-07 21:07:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.01655 fps:1237 +frame:9.40e+05 wall_t:760 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.376 +2026-01-07 21:07:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-0.0139 fps:1235 +frame:9.50e+05 wall_t:769 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.346 +2026-01-07 21:07:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-0.01497 fps:1234 +frame:9.60e+05 wall_t:778 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.397 +2026-01-07 21:07:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.01516 fps:1234 +frame:9.70e+05 wall_t:786 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.343 +2026-01-07 21:08:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01557 fps:1233 +frame:9.80e+05 wall_t:795 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.388 +2026-01-07 21:08:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.01352 fps:1233 +frame:9.90e+05 wall_t:803 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.344 +2026-01-07 21:08:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.01496 fps:1232 +frame:1.00e+06 wall_t:812 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.359 +2026-01-07 21:08:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.01573 fps:1232 +frame:1.01e+06 wall_t:820 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.368 +2026-01-07 21:08:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.0168 fps:1233 +frame:1.02e+06 wall_t:827 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.392 +2026-01-07 21:08:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.01368 fps:1235 +frame:1.03e+06 wall_t:834 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.375 +2026-01-07 21:08:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01566 fps:1237 +frame:1.04e+06 wall_t:841 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.429 +2026-01-07 21:08:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01641 fps:1238 +frame:1.05e+06 wall_t:848 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.366 +2026-01-07 21:09:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.01635 fps:1238 +frame:1.06e+06 wall_t:856 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.371 +2026-01-07 21:09:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.0167 fps:1238 +frame:1.07e+06 wall_t:864 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.379 +2026-01-07 21:09:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-0.01388 fps:1239 +frame:1.08e+06 wall_t:872 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.368 +2026-01-07 21:09:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-0.01546 fps:1239 +frame:1.09e+06 wall_t:880 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.37 +2026-01-07 21:09:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01613 fps:1240 +frame:1.10e+06 wall_t:887 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.347 +2026-01-07 21:09:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01541 fps:1240 +frame:1.11e+06 wall_t:895 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.339 +2026-01-07 21:09:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-0.01511 fps:1239 +frame:1.12e+06 wall_t:904 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.33 +2026-01-07 21:09:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-0.01471 fps:1240 +frame:1.13e+06 wall_t:911 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.293 +2026-01-07 21:10:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01477 fps:1242 +frame:1.14e+06 wall_t:918 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.283 +2026-01-07 21:10:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01462 fps:1242 +frame:1.15e+06 wall_t:926 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.287 +2026-01-07 21:10:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-0.01542 fps:1242 +frame:1.16e+06 wall_t:934 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.316 +2026-01-07 21:10:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.93 loss:-0.01622 fps:1242 +frame:1.17e+06 wall_t:942 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.349 +2026-01-07 21:10:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.92 loss:-0.01627 fps:1243 +frame:1.18e+06 wall_t:949 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.343 +2026-01-07 21:10:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.92 loss:-0.01488 fps:1243 +frame:1.19e+06 wall_t:957 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.285 +2026-01-07 21:10:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.92 loss:-0.01462 fps:1245 +frame:1.20e+06 wall_t:964 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.331 +2026-01-07 21:10:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.92 loss:-0.01471 fps:1246 +frame:1.21e+06 wall_t:971 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.309 +2026-01-07 21:11:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.92 loss:-0.0133 fps:1245 +frame:1.22e+06 wall_t:980 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.277 +2026-01-07 21:11:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.92 loss:-0.01478 fps:1245 +frame:1.23e+06 wall_t:988 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.312 +2026-01-07 21:11:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.92 loss:-0.01457 fps:1245 +frame:1.24e+06 wall_t:996 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.337 +2026-01-07 21:11:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.92 loss:-0.01575 fps:1245 +frame:1.25e+06 wall_t:1004 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.318 +2026-01-07 21:11:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.91 loss:-0.01535 fps:1243 +frame:1.26e+06 wall_t:1014 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.323 +2026-01-07 21:11:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-0.01543 fps:1243 +frame:1.27e+06 wall_t:1022 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.319 +2026-01-07 21:11:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.01539 fps:1243 +frame:1.28e+06 wall_t:1030 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.318 +2026-01-07 21:12:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-0.01456 fps:1244 +frame:1.29e+06 wall_t:1037 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.319 +2026-01-07 21:12:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.01459 fps:1245 +frame:1.30e+06 wall_t:1044 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.312 +2026-01-07 21:12:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.0162 fps:1246 +frame:1.31e+06 wall_t:1051 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.331 +2026-01-07 21:12:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.91 loss:-0.01755 fps:1245 +frame:1.32e+06 wall_t:1060 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.342 +2026-01-07 21:12:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.90 loss:-0.0145 fps:1244 +frame:1.33e+06 wall_t:1069 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.358 +2026-01-07 21:12:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.90 loss:-0.01468 fps:1244 +frame:1.34e+06 wall_t:1077 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.314 +2026-01-07 21:12:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.90 loss:-0.01621 fps:1245 +frame:1.35e+06 wall_t:1084 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.366 +2026-01-07 21:12:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.90 loss:-0.01594 fps:1247 +frame:1.36e+06 wall_t:1091 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.355 +2026-01-07 21:13:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.90 loss:-0.01734 fps:1247 +frame:1.37e+06 wall_t:1099 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.398 +2026-01-07 21:13:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.90 loss:-0.01547 fps:1247 +frame:1.38e+06 wall_t:1107 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.357 +2026-01-07 21:13:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.89 loss:-0.01396 fps:1246 +frame:1.39e+06 wall_t:1116 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.368 +2026-01-07 21:13:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.89 loss:-0.0143 fps:1244 +frame:1.40e+06 wall_t:1125 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.362 +2026-01-07 21:13:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.89 loss:-0.01489 fps:1244 +frame:1.41e+06 wall_t:1133 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.386 +2026-01-07 21:13:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.89 loss:-0.01703 fps:1245 +frame:1.42e+06 wall_t:1141 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.359 +2026-01-07 21:13:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.89 loss:-0.01527 fps:1243 +frame:1.43e+06 wall_t:1150 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.375 +2026-01-07 21:14:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.88 loss:-0.01491 fps:1245 +frame:1.44e+06 wall_t:1157 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.388 +2026-01-07 21:14:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.88 loss:-0.01664 fps:1244 +frame:1.45e+06 wall_t:1166 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.404 +2026-01-07 21:14:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.88 loss:-0.01458 fps:1245 +frame:1.46e+06 wall_t:1173 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.334 +2026-01-07 21:14:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.88 loss:-0.01568 fps:1245 +frame:1.47e+06 wall_t:1181 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.33 +2026-01-07 21:14:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.88 loss:-0.01526 fps:1246 +frame:1.48e+06 wall_t:1188 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.359 +2026-01-07 21:14:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.88 loss:-0.0152 fps:1246 +frame:1.49e+06 wall_t:1196 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.399 +2026-01-07 21:14:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.87 loss:-0.0174 fps:1247 +frame:1.50e+06 wall_t:1203 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.407 +2026-01-07 21:14:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.87 loss:-0.01708 fps:1245 +frame:1.51e+06 wall_t:1213 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.415 +2026-01-07 21:15:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01707 fps:1245 +frame:1.52e+06 wall_t:1221 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.359 +2026-01-07 21:15:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.87 loss:-0.01486 fps:1246 +frame:1.53e+06 wall_t:1228 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.35 +2026-01-07 21:15:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.87 loss:-0.01437 fps:1247 +frame:1.54e+06 wall_t:1235 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.38 +2026-01-07 21:15:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.87 loss:-0.01743 fps:1248 +frame:1.55e+06 wall_t:1242 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.414 +2026-01-07 21:15:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.0157 fps:1248 +frame:1.56e+06 wall_t:1250 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.366 +2026-01-07 21:15:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01415 fps:1249 +frame:1.57e+06 wall_t:1257 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.353 +2026-01-07 21:15:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01651 fps:1250 +frame:1.58e+06 wall_t:1264 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.407 +2026-01-07 21:15:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.87 loss:-0.01621 fps:1250 +frame:1.59e+06 wall_t:1272 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.347 +2026-01-07 21:16:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.87 loss:-0.01601 fps:1249 +frame:1.60e+06 wall_t:1281 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.363 +2026-01-07 21:16:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.87 loss:-0.01694 fps:1249 +frame:1.61e+06 wall_t:1289 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.352 +2026-01-07 21:16:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.87 loss:-0.01665 fps:1250 +frame:1.62e+06 wall_t:1296 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.357 +2026-01-07 21:16:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.87 loss:-0.01533 fps:1251 +frame:1.63e+06 wall_t:1303 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.362 +2026-01-07 21:16:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.87 loss:-0.01509 fps:1251 +frame:1.64e+06 wall_t:1311 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.336 +2026-01-07 21:16:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.87 loss:-0.0174 fps:1251 +frame:1.65e+06 wall_t:1319 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.373 +2026-01-07 21:16:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.86 loss:-0.01682 fps:1251 +frame:1.66e+06 wall_t:1327 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.326 +2026-01-07 21:17:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.86 loss:-0.01561 fps:1251 +frame:1.67e+06 wall_t:1335 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.342 +2026-01-07 21:17:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.86 loss:-0.01602 fps:1252 +frame:1.68e+06 wall_t:1342 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.349 +2026-01-07 21:17:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.86 loss:-0.01502 fps:1251 +frame:1.69e+06 wall_t:1351 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.386 +2026-01-07 21:17:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.86 loss:-0.01646 fps:1250 +frame:1.70e+06 wall_t:1360 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.382 +2026-01-07 21:17:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.86 loss:-0.01687 fps:1252 +frame:1.71e+06 wall_t:1366 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.325 +2026-01-07 21:17:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.86 loss:-0.01712 fps:1250 +frame:1.72e+06 wall_t:1376 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.371 +2026-01-07 21:17:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.86 loss:-0.0148 fps:1250 +frame:1.73e+06 wall_t:1384 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.375 +2026-01-07 21:18:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.86 loss:-0.01777 fps:1248 +frame:1.74e+06 wall_t:1394 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.368 +2026-01-07 21:18:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.86 loss:-0.01513 fps:1247 +frame:1.75e+06 wall_t:1403 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.355 +2026-01-07 21:18:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.86 loss:-0.01462 fps:1246 +frame:1.76e+06 wall_t:1412 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.347 +2026-01-07 21:18:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.86 loss:-0.01632 fps:1246 +frame:1.77e+06 wall_t:1421 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.394 +2026-01-07 21:18:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.86 loss:-0.0167 fps:1246 +frame:1.78e+06 wall_t:1429 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.389 +2026-01-07 21:18:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.77 total_reward_ma:-9.86 loss:-0.0164 fps:1245 +frame:1.79e+06 wall_t:1438 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.387 +2026-01-07 21:18:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.86 loss:-0.01505 fps:1245 +frame:1.80e+06 wall_t:1446 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.381 +2026-01-07 21:19:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.86 loss:-0.0159 fps:1243 +frame:1.81e+06 wall_t:1456 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.333 +2026-01-07 21:19:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.86 loss:-0.01428 fps:1243 +frame:1.82e+06 wall_t:1464 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.319 +2026-01-07 21:19:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.86 loss:-0.01566 fps:1243 +frame:1.83e+06 wall_t:1472 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.349 +2026-01-07 21:19:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.85 loss:-0.01479 fps:1244 +frame:1.84e+06 wall_t:1479 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.312 +2026-01-07 21:19:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.85 loss:-0.01624 fps:1243 +frame:1.85e+06 wall_t:1488 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.324 +2026-01-07 21:19:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.85 loss:-0.01568 fps:1243 +frame:1.86e+06 wall_t:1496 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.309 +2026-01-07 21:19:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.85 loss:-0.01498 fps:1243 +frame:1.87e+06 wall_t:1504 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.353 +2026-01-07 21:19:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.77 total_reward_ma:-9.85 loss:-0.01704 fps:1244 +frame:1.88e+06 wall_t:1511 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.342 +2026-01-07 21:20:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.85 loss:-0.01596 fps:1243 +frame:1.89e+06 wall_t:1520 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.317 +2026-01-07 21:20:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.85 loss:-0.01579 fps:1244 +frame:1.90e+06 wall_t:1527 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.35 +2026-01-07 21:20:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.84 loss:-0.01501 fps:1244 +frame:1.91e+06 wall_t:1535 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.326 +2026-01-07 21:20:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.84 loss:-0.01479 fps:1244 +frame:1.92e+06 wall_t:1543 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.335 +2026-01-07 21:20:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.84 loss:-0.01657 fps:1245 +frame:1.93e+06 wall_t:1550 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.336 +2026-01-07 21:20:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.84 loss:-0.01459 fps:1245 +frame:1.94e+06 wall_t:1558 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.365 +2026-01-07 21:20:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.84 loss:-0.01516 fps:1246 +frame:1.95e+06 wall_t:1565 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.365 +2026-01-07 21:20:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.84 loss:-0.01725 fps:1247 +frame:1.96e+06 wall_t:1572 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.371 +2026-01-07 21:21:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.84 loss:-0.01483 fps:1248 +frame:1.97e+06 wall_t:1578 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.294 +2026-01-07 21:21:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01543 fps:1248 +frame:1.98e+06 wall_t:1586 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.339 +2026-01-07 21:21:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.83 loss:-0.01508 fps:1249 +frame:1.99e+06 wall_t:1593 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.368 +2026-01-07 21:21:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01742 fps:1249 +frame:2.00e+06 wall_t:1601 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.387 +2026-01-07 21:21:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.83 loss:-0.01555 fps:1248 +frame:2.01e+06 wall_t:1610 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.427 +2026-01-07 21:21:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01666 fps:1249 +frame:2.02e+06 wall_t:1617 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.333 +2026-01-07 21:21:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01604 fps:1249 +frame:2.03e+06 wall_t:1625 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.347 +2026-01-07 21:21:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01602 fps:1249 +frame:2.04e+06 wall_t:1633 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.347 +2026-01-07 21:22:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01727 fps:1250 +frame:2.05e+06 wall_t:1640 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.377 +2026-01-07 21:22:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01702 fps:1251 +frame:2.06e+06 wall_t:1647 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.359 +2026-01-07 21:22:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.82 loss:-0.01558 fps:1251 +frame:2.07e+06 wall_t:1655 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.358 +2026-01-07 21:22:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.82 loss:-0.01686 fps:1251 +frame:2.08e+06 wall_t:1663 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.36 +2026-01-07 21:22:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01467 fps:1251 +frame:2.09e+06 wall_t:1670 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.328 +2026-01-07 21:22:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01501 fps:1251 +frame:2.10e+06 wall_t:1679 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.349 +2026-01-07 21:22:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01545 fps:1251 +frame:2.11e+06 wall_t:1687 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.328 +2026-01-07 21:23:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01462 fps:1251 +frame:2.12e+06 wall_t:1694 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.351 +2026-01-07 21:23:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01506 fps:1251 +frame:2.13e+06 wall_t:1702 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.352 +2026-01-07 21:23:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01698 fps:1253 +frame:2.14e+06 wall_t:1708 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.385 +2026-01-07 21:23:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.82 loss:-0.01575 fps:1252 +frame:2.15e+06 wall_t:1717 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.376 +2026-01-07 21:23:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.82 loss:-0.01856 fps:1252 +frame:2.16e+06 wall_t:1725 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.393 +2026-01-07 21:23:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.82 loss:-0.01802 fps:1253 +frame:2.17e+06 wall_t:1732 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.404 +2026-01-07 21:23:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.82 loss:-0.0165 fps:1253 +frame:2.18e+06 wall_t:1740 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.426 +2026-01-07 21:23:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.82 loss:-0.01717 fps:1254 +frame:2.19e+06 wall_t:1747 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.398 +2026-01-07 21:24:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.82 loss:-0.01679 fps:1254 +frame:2.20e+06 wall_t:1755 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.403 +2026-01-07 21:24:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.82 loss:-0.01697 fps:1252 +frame:2.21e+06 wall_t:1765 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.422 +2026-01-07 21:24:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.82 loss:-0.0161 fps:1253 +frame:2.22e+06 wall_t:1772 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.399 +2026-01-07 21:24:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.82 loss:-0.01572 fps:1253 +frame:2.23e+06 wall_t:1780 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.427 +2026-01-07 21:24:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.82 loss:-0.01581 fps:1253 +frame:2.24e+06 wall_t:1787 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.396 +2026-01-07 21:24:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.82 loss:-0.01773 fps:1253 +frame:2.25e+06 wall_t:1796 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.406 +2026-01-07 21:24:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01612 fps:1252 +frame:2.26e+06 wall_t:1805 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.359 +2026-01-07 21:25:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01658 fps:1252 +frame:2.27e+06 wall_t:1813 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.393 +2026-01-07 21:25:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01771 fps:1253 +frame:2.28e+06 wall_t:1820 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.423 +2026-01-07 21:25:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01742 fps:1253 +frame:2.29e+06 wall_t:1828 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.379 +2026-01-07 21:25:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.82 loss:-0.01684 fps:1253 +frame:2.30e+06 wall_t:1836 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.387 +2026-01-07 21:25:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.82 loss:-0.0177 fps:1253 +frame:2.31e+06 wall_t:1844 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.411 +2026-01-07 21:25:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.82 loss:-0.01546 fps:1253 +frame:2.32e+06 wall_t:1851 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.393 +2026-01-07 21:25:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01751 fps:1254 +frame:2.33e+06 wall_t:1858 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.356 +2026-01-07 21:25:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.82 loss:-0.0161 fps:1254 +frame:2.34e+06 wall_t:1866 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.375 +2026-01-07 21:26:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01619 fps:1253 +frame:2.35e+06 wall_t:1875 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.368 +2026-01-07 21:26:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01746 fps:1253 +frame:2.36e+06 wall_t:1883 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.365 +2026-01-07 21:26:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01807 fps:1253 +frame:2.37e+06 wall_t:1892 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.376 +2026-01-07 21:26:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.0151 fps:1252 +frame:2.38e+06 wall_t:1901 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.332 +2026-01-07 21:26:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.82 loss:-0.01647 fps:1253 +frame:2.39e+06 wall_t:1908 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.396 +2026-01-07 21:26:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.82 loss:-0.01667 fps:1253 +frame:2.40e+06 wall_t:1915 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.355 +2026-01-07 21:26:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.82 loss:-0.01648 fps:1253 +frame:2.41e+06 wall_t:1923 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.346 +2026-01-07 21:26:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.82 loss:-0.01407 fps:1253 +frame:2.42e+06 wall_t:1932 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.301 +2026-01-07 21:27:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01692 fps:1253 +frame:2.43e+06 wall_t:1940 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.287 +2026-01-07 21:27:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01717 fps:1253 +frame:2.44e+06 wall_t:1947 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.32 +2026-01-07 21:27:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01542 fps:1253 +frame:2.45e+06 wall_t:1956 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.293 +2026-01-07 21:27:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.82 loss:-0.01618 fps:1253 +frame:2.46e+06 wall_t:1963 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.313 +2026-01-07 21:27:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.82 loss:-0.01588 fps:1253 +frame:2.47e+06 wall_t:1972 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.337 +2026-01-07 21:27:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01613 fps:1253 +frame:2.48e+06 wall_t:1980 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.357 +2026-01-07 21:27:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.82 loss:-0.01575 fps:1253 +frame:2.49e+06 wall_t:1988 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.361 +2026-01-07 21:28:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.78 total_reward_ma:-9.82 loss:-0.01593 fps:1253 +frame:2.50e+06 wall_t:1996 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.305 +2026-01-07 21:28:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.76 total_reward_ma:-9.82 loss:-0.01472 fps:1252 +frame:2.51e+06 wall_t:2004 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.278 +2026-01-07 21:28:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.77 total_reward_ma:-9.82 loss:-0.01538 fps:1253 +frame:2.52e+06 wall_t:2011 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.292 +2026-01-07 21:28:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.76 total_reward_ma:-9.82 loss:-0.01698 fps:1253 +frame:2.53e+06 wall_t:2019 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.286 +2026-01-07 21:28:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.76 total_reward_ma:-9.82 loss:-0.01387 fps:1254 +frame:2.54e+06 wall_t:2026 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.254 +2026-01-07 21:28:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.01516 fps:1254 +frame:2.55e+06 wall_t:2034 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.289 +2026-01-07 21:28:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.81 loss:-0.01633 fps:1254 +frame:2.56e+06 wall_t:2041 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.246 +2026-01-07 21:28:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.72 total_reward_ma:-9.81 loss:-0.01435 fps:1254 +frame:2.57e+06 wall_t:2049 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.254 +2026-01-07 21:29:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.01634 fps:1254 +frame:2.58e+06 wall_t:2057 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.282 +2026-01-07 21:29:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.81 loss:-0.01583 fps:1254 +frame:2.59e+06 wall_t:2066 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.309 +2026-01-07 21:29:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.81 loss:-0.01652 fps:1254 +frame:2.60e+06 wall_t:2074 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.338 +2026-01-07 21:29:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.81 loss:-0.01573 fps:1254 +frame:2.61e+06 wall_t:2082 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.348 +2026-01-07 21:29:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.80 loss:-0.01708 fps:1254 +frame:2.62e+06 wall_t:2090 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.365 +2026-01-07 21:29:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.80 loss:-0.01587 fps:1253 +frame:2.63e+06 wall_t:2099 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.347 +2026-01-07 21:29:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.80 loss:-0.01546 fps:1252 +frame:2.64e+06 wall_t:2108 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.334 +2026-01-07 21:30:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.80 loss:-0.01518 fps:1253 +frame:2.65e+06 wall_t:2115 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.334 +2026-01-07 21:30:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.80 loss:-0.01428 fps:1253 +frame:2.66e+06 wall_t:2123 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.334 +2026-01-07 21:30:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.80 loss:-0.0144 fps:1253 +frame:2.67e+06 wall_t:2131 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.355 +2026-01-07 21:30:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.79 loss:-0.01685 fps:1253 +frame:2.68e+06 wall_t:2139 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.318 +2026-01-07 21:30:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.79 loss:-0.01676 fps:1253 +frame:2.69e+06 wall_t:2146 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.357 +2026-01-07 21:30:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.79 loss:-0.01619 fps:1253 +frame:2.70e+06 wall_t:2154 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.366 +2026-01-07 21:30:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.79 loss:-0.01533 fps:1254 +frame:2.71e+06 wall_t:2161 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.319 +2026-01-07 21:30:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.79 loss:-0.01633 fps:1253 +frame:2.72e+06 wall_t:2170 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.36 +2026-01-07 21:31:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.79 loss:-0.01559 fps:1253 +frame:2.73e+06 wall_t:2178 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.324 +2026-01-07 21:31:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.79 loss:-0.01367 fps:1253 +frame:2.74e+06 wall_t:2187 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.345 +2026-01-07 21:31:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.79 loss:-0.01586 fps:1253 +frame:2.75e+06 wall_t:2194 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.315 +2026-01-07 21:31:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.79 loss:-0.01497 fps:1255 +frame:2.76e+06 wall_t:2200 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.334 +2026-01-07 21:31:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.78 loss:-0.01577 fps:1255 +frame:2.77e+06 wall_t:2207 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.272 +2026-01-07 21:31:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.78 loss:-0.0153 fps:1256 +frame:2.78e+06 wall_t:2213 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.266 +2026-01-07 21:31:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.72 total_reward_ma:-9.78 loss:-0.01317 fps:1257 +frame:2.79e+06 wall_t:2219 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.301 +2026-01-07 21:31:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.72 total_reward_ma:-9.78 loss:-0.01525 fps:1258 +frame:2.80e+06 wall_t:2226 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.267 +2026-01-07 21:31:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.72 total_reward_ma:-9.78 loss:-0.01555 fps:1259 +frame:2.81e+06 wall_t:2232 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.259 +2026-01-07 21:32:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.78 loss:-0.01389 fps:1260 +frame:2.82e+06 wall_t:2238 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.25 +2026-01-07 21:32:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.78 loss:-0.01485 fps:1261 +frame:2.83e+06 wall_t:2245 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.312 +2026-01-07 21:32:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.78 loss:-0.01489 fps:1262 +frame:2.84e+06 wall_t:2251 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.36 +2026-01-07 21:32:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.78 loss:-0.01526 fps:1262 +frame:2.85e+06 wall_t:2258 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.286 +2026-01-07 21:32:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.78 loss:-0.01612 fps:1263 +frame:2.86e+06 wall_t:2264 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.341 +2026-01-07 21:32:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.77 loss:-0.01511 fps:1264 +frame:2.87e+06 wall_t:2270 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.307 +2026-01-07 21:32:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.77 loss:-0.0155 fps:1265 +frame:2.88e+06 wall_t:2277 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.337 +2026-01-07 21:32:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.64 total_reward_ma:-9.77 loss:-0.01418 fps:1265 +frame:2.89e+06 wall_t:2284 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.332 +2026-01-07 21:32:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.77 loss:-0.01751 fps:1266 +frame:2.90e+06 wall_t:2290 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.345 +2026-01-07 21:33:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.77 loss:-0.01569 fps:1267 +frame:2.91e+06 wall_t:2296 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.326 +2026-01-07 21:33:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.77 loss:-0.01623 fps:1268 +frame:2.92e+06 wall_t:2302 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.365 +2026-01-07 21:33:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.77 loss:-0.01651 fps:1269 +frame:2.93e+06 wall_t:2309 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.345 +2026-01-07 21:33:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.77 loss:-0.01553 fps:1270 +frame:2.94e+06 wall_t:2315 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.311 +2026-01-07 21:33:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.77 loss:-0.01591 fps:1270 +frame:2.95e+06 wall_t:2322 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.307 +2026-01-07 21:33:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.76 loss:-0.01946 fps:1271 +frame:2.96e+06 wall_t:2328 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.376 +2026-01-07 21:33:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.76 loss:-0.01648 fps:1272 +frame:2.97e+06 wall_t:2335 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.315 +2026-01-07 21:33:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.76 loss:-0.01656 fps:1273 +frame:2.98e+06 wall_t:2341 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.34 +2026-01-07 21:33:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.76 loss:-0.0154 fps:1274 +frame:2.99e+06 wall_t:2347 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.304 +2026-01-07 21:34:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.76 loss:-0.0173 fps:1275 +frame:3.00e+06 wall_t:2353 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.326 +2026-01-07 21:34:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.76 loss:-0.01707 fps:1275 +frame:3.01e+06 wall_t:2360 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.302 +2026-01-07 21:34:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.76 loss:-0.01695 fps:1276 +frame:3.02e+06 wall_t:2367 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.321 +2026-01-07 21:34:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.76 loss:-0.01714 fps:1276 +frame:3.03e+06 wall_t:2374 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.321 +2026-01-07 21:34:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.01507 fps:1277 +frame:3.04e+06 wall_t:2380 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.321 +2026-01-07 21:34:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.01681 fps:1278 +frame:3.05e+06 wall_t:2386 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.387 +2026-01-07 21:34:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.01737 fps:1279 +frame:3.06e+06 wall_t:2393 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.339 +2026-01-07 21:34:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.75 loss:-0.01577 fps:1280 +frame:3.07e+06 wall_t:2399 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.291 +2026-01-07 21:34:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.75 loss:-0.01629 fps:1281 +frame:3.08e+06 wall_t:2405 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.288 +2026-01-07 21:34:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.74 loss:-0.01569 fps:1281 +frame:3.09e+06 wall_t:2412 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.276 +2026-01-07 21:35:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.74 loss:-0.01411 fps:1282 +frame:3.10e+06 wall_t:2418 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.292 +2026-01-07 21:35:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-9.74 loss:-0.0168 fps:1282 +frame:3.11e+06 wall_t:2425 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.32 +2026-01-07 21:35:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.74 loss:-0.01411 fps:1283 +frame:3.12e+06 wall_t:2432 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.284 +2026-01-07 21:35:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.48 total_reward_ma:-9.73 loss:-0.01424 fps:1283 +frame:3.13e+06 wall_t:2439 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.312 +2026-01-07 21:35:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.73 loss:-0.01469 fps:1284 +frame:3.14e+06 wall_t:2445 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.279 +2026-01-07 21:35:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.72 loss:-0.0181 fps:1285 +frame:3.15e+06 wall_t:2451 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.328 +2026-01-07 21:35:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.47 total_reward_ma:-9.72 loss:-0.01567 fps:1286 +frame:3.16e+06 wall_t:2457 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.338 +2026-01-07 21:35:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.45 total_reward_ma:-9.72 loss:-0.01634 fps:1287 +frame:3.17e+06 wall_t:2464 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.32 +2026-01-07 21:35:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.44 total_reward_ma:-9.71 loss:-0.01461 fps:1287 +frame:3.18e+06 wall_t:2470 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.287 +2026-01-07 21:36:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.40 total_reward_ma:-9.71 loss:-0.01636 fps:1288 +frame:3.19e+06 wall_t:2477 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.313 +2026-01-07 21:36:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.40 total_reward_ma:-9.70 loss:-0.01604 fps:1289 +frame:3.20e+06 wall_t:2483 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.339 +2026-01-07 21:36:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.70 loss:-0.0152 fps:1290 +frame:3.21e+06 wall_t:2489 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.31 +2026-01-07 21:36:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.69 loss:-0.01703 fps:1291 +frame:3.22e+06 wall_t:2495 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.352 +2026-01-07 21:36:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.41 total_reward_ma:-9.69 loss:-0.01618 fps:1291 +frame:3.23e+06 wall_t:2502 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.275 +2026-01-07 21:36:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.41 total_reward_ma:-9.68 loss:-0.01596 fps:1292 +frame:3.24e+06 wall_t:2508 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.325 +2026-01-07 21:36:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.40 total_reward_ma:-9.68 loss:-0.01538 fps:1293 +frame:3.25e+06 wall_t:2514 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.34 +2026-01-07 21:36:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.37 total_reward_ma:-9.67 loss:-0.01571 fps:1294 +frame:3.26e+06 wall_t:2520 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.33 +2026-01-07 21:36:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.41 total_reward_ma:-9.67 loss:-0.01608 fps:1295 +frame:3.27e+06 wall_t:2526 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.302 +2026-01-07 21:37:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.66 loss:-0.0162 fps:1295 +frame:3.28e+06 wall_t:2533 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.304 +2026-01-07 21:37:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.66 loss:-0.01518 fps:1296 +frame:3.29e+06 wall_t:2539 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.334 +2026-01-07 21:37:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.43 total_reward_ma:-9.66 loss:-0.01599 fps:1296 +frame:3.30e+06 wall_t:2546 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.326 +2026-01-07 21:37:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.48 total_reward_ma:-9.65 loss:-0.01527 fps:1297 +frame:3.31e+06 wall_t:2552 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.324 +2026-01-07 21:37:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.50 total_reward_ma:-9.65 loss:-0.01632 fps:1297 +frame:3.32e+06 wall_t:2559 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.324 +2026-01-07 21:37:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-9.65 loss:-0.01461 fps:1298 +frame:3.33e+06 wall_t:2565 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.305 +2026-01-07 21:37:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-9.64 loss:-0.01728 fps:1299 +frame:3.34e+06 wall_t:2571 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.269 +2026-01-07 21:37:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.53 total_reward_ma:-9.64 loss:-0.01578 fps:1299 +frame:3.35e+06 wall_t:2578 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.299 +2026-01-07 21:37:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.64 loss:-0.01425 fps:1300 +frame:3.36e+06 wall_t:2584 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.276 +2026-01-07 21:37:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.64 loss:-0.01634 fps:1301 +frame:3.37e+06 wall_t:2590 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.257 +2026-01-07 21:38:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.50 total_reward_ma:-9.63 loss:-0.01526 fps:1302 +frame:3.38e+06 wall_t:2596 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.295 +2026-01-07 21:38:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.63 loss:-0.01437 fps:1302 +frame:3.39e+06 wall_t:2603 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.297 +2026-01-07 21:38:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.49 total_reward_ma:-9.63 loss:-0.01569 fps:1303 +frame:3.40e+06 wall_t:2609 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.307 +2026-01-07 21:38:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.50 total_reward_ma:-9.62 loss:-0.01508 fps:1304 +frame:3.41e+06 wall_t:2616 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.299 +2026-01-07 21:38:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.50 total_reward_ma:-9.62 loss:-0.01456 fps:1304 +frame:3.42e+06 wall_t:2622 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.251 +2026-01-07 21:38:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.49 total_reward_ma:-9.62 loss:-0.0152 fps:1305 +frame:3.43e+06 wall_t:2628 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.25 +2026-01-07 21:38:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.45 total_reward_ma:-9.61 loss:-0.01433 fps:1306 +frame:3.44e+06 wall_t:2634 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.252 +2026-01-07 21:38:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.44 total_reward_ma:-9.61 loss:-0.01658 fps:1306 +frame:3.45e+06 wall_t:2641 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.213 +2026-01-07 21:38:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.61 loss:-0.01595 fps:1307 +frame:3.46e+06 wall_t:2648 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.319 +2026-01-07 21:39:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.60 loss:-0.01736 fps:1307 +frame:3.47e+06 wall_t:2655 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.318 +2026-01-07 21:39:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.45 total_reward_ma:-9.60 loss:-0.01472 fps:1308 +frame:3.48e+06 wall_t:2661 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.28 +2026-01-07 21:39:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.60 loss:-0.01597 fps:1308 +frame:3.49e+06 wall_t:2668 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.289 +2026-01-07 21:39:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.59 loss:-0.01599 fps:1309 +frame:3.50e+06 wall_t:2674 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.287 +2026-01-07 21:39:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-9.59 loss:-0.01556 fps:1309 +frame:3.51e+06 wall_t:2681 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.288 +2026-01-07 21:39:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.58 loss:-0.01412 fps:1310 +frame:3.52e+06 wall_t:2688 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.23 +2026-01-07 21:39:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.26 total_reward_ma:-9.58 loss:-0.0141 fps:1310 +frame:3.53e+06 wall_t:2695 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.251 +2026-01-07 21:39:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.57 loss:-0.01377 fps:1311 +frame:3.54e+06 wall_t:2701 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.253 +2026-01-07 21:39:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.57 loss:-0.01477 fps:1311 +frame:3.55e+06 wall_t:2708 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.31 +2026-01-07 21:40:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.56 loss:-0.01586 fps:1312 +frame:3.56e+06 wall_t:2714 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.318 +2026-01-07 21:40:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.11 total_reward_ma:-9.55 loss:-0.01766 fps:1312 +frame:3.57e+06 wall_t:2721 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.299 +2026-01-07 21:40:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-9.55 loss:-0.01678 fps:1313 +frame:3.58e+06 wall_t:2727 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.281 +2026-01-07 21:40:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-9.54 loss:-0.01493 fps:1314 +frame:3.59e+06 wall_t:2733 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.323 +2026-01-07 21:40:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.11 total_reward_ma:-9.54 loss:-0.01454 fps:1314 +frame:3.60e+06 wall_t:2739 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.318 +2026-01-07 21:40:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.12 total_reward_ma:-9.53 loss:-0.01705 fps:1314 +frame:3.61e+06 wall_t:2747 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.304 +2026-01-07 21:40:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.10 total_reward_ma:-9.52 loss:-0.01509 fps:1314 +frame:3.62e+06 wall_t:2754 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.329 +2026-01-07 21:40:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.08 total_reward_ma:-9.52 loss:-0.01487 fps:1315 +frame:3.63e+06 wall_t:2761 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.27 +2026-01-07 21:40:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.06 total_reward_ma:-9.51 loss:-0.01655 fps:1316 +frame:3.64e+06 wall_t:2767 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.318 +2026-01-07 21:41:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-9.51 loss:-0.01545 fps:1316 +frame:3.65e+06 wall_t:2774 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.346 +2026-01-07 21:41:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.98 total_reward_ma:-9.50 loss:-0.01645 fps:1317 +frame:3.66e+06 wall_t:2780 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.358 +2026-01-07 21:41:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.97 total_reward_ma:-9.49 loss:-0.01627 fps:1317 +frame:3.67e+06 wall_t:2786 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.379 +2026-01-07 21:41:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.49 loss:-0.01494 fps:1318 +frame:3.68e+06 wall_t:2793 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.417 +2026-01-07 21:41:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.48 loss:-0.01602 fps:1318 +frame:3.69e+06 wall_t:2800 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.35 +2026-01-07 21:41:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-9.47 loss:-0.01376 fps:1319 +frame:3.70e+06 wall_t:2806 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.296 +2026-01-07 21:41:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-9.47 loss:-0.01687 fps:1319 +frame:3.71e+06 wall_t:2813 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.273 +2026-01-07 21:41:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.12 total_reward_ma:-9.46 loss:-0.01557 fps:1319 +frame:3.72e+06 wall_t:2820 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.342 +2026-01-07 21:41:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.14 total_reward_ma:-9.46 loss:-0.01403 fps:1320 +frame:3.73e+06 wall_t:2826 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.285 +2026-01-07 21:42:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.45 loss:-0.01576 fps:1320 +frame:3.74e+06 wall_t:2833 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.334 +2026-01-07 21:42:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-9.45 loss:-0.01701 fps:1320 +frame:3.75e+06 wall_t:2840 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.35 +2026-01-07 21:42:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.23 total_reward_ma:-9.44 loss:-0.01553 fps:1321 +frame:3.76e+06 wall_t:2846 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.317 +2026-01-07 21:42:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.44 loss:-0.01501 fps:1322 +frame:3.77e+06 wall_t:2852 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.316 +2026-01-07 21:42:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.43 loss:-0.01502 fps:1322 +frame:3.78e+06 wall_t:2859 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.325 +2026-01-07 21:42:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.22 total_reward_ma:-9.43 loss:-0.01492 fps:1322 +frame:3.79e+06 wall_t:2866 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.304 +2026-01-07 21:42:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-9.42 loss:-0.01642 fps:1323 +frame:3.80e+06 wall_t:2872 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.323 +2026-01-07 21:42:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.42 loss:-0.01613 fps:1323 +frame:3.81e+06 wall_t:2880 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.314 +2026-01-07 21:42:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.27 total_reward_ma:-9.41 loss:-0.017 fps:1323 +frame:3.82e+06 wall_t:2887 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.329 +2026-01-07 21:43:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-9.41 loss:-0.01493 fps:1323 +frame:3.83e+06 wall_t:2895 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.352 +2026-01-07 21:43:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.41 loss:-0.01549 fps:1323 +frame:3.84e+06 wall_t:2902 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.403 +2026-01-07 21:43:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.35 total_reward_ma:-9.40 loss:-0.01551 fps:1324 +frame:3.85e+06 wall_t:2908 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.397 +2026-01-07 21:43:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.50 total_reward_ma:-9.40 loss:-0.01717 fps:1324 +frame:3.86e+06 wall_t:2915 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.383 +2026-01-07 21:43:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.51 total_reward_ma:-9.40 loss:-0.0152 fps:1324 +frame:3.87e+06 wall_t:2922 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.33 +2026-01-07 21:43:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.40 loss:-0.01664 fps:1325 +frame:3.88e+06 wall_t:2928 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.358 +2026-01-07 21:43:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.56 total_reward_ma:-9.40 loss:-0.01603 fps:1325 +frame:3.89e+06 wall_t:2935 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.3 +2026-01-07 21:43:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-9.40 loss:-0.01619 fps:1326 +frame:3.90e+06 wall_t:2942 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.306 +2026-01-07 21:43:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.39 loss:-0.01501 fps:1326 +frame:3.91e+06 wall_t:2948 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.294 +2026-01-07 21:44:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.48 total_reward_ma:-9.39 loss:-0.01474 fps:1327 +frame:3.92e+06 wall_t:2955 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.263 +2026-01-07 21:44:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.48 total_reward_ma:-9.39 loss:-0.01658 fps:1327 +frame:3.93e+06 wall_t:2962 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.285 +2026-01-07 21:44:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.39 loss:-0.01514 fps:1327 +frame:3.94e+06 wall_t:2969 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.344 +2026-01-07 21:44:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.39 loss:-0.0151 fps:1328 +frame:3.95e+06 wall_t:2975 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.302 +2026-01-07 21:44:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.44 total_reward_ma:-9.38 loss:-0.01434 fps:1328 +frame:3.96e+06 wall_t:2983 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.313 +2026-01-07 21:44:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.39 total_reward_ma:-9.38 loss:-0.01639 fps:1328 +frame:3.97e+06 wall_t:2990 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.287 +2026-01-07 21:44:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.38 loss:-0.01398 fps:1328 +frame:3.98e+06 wall_t:2996 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.284 +2026-01-07 21:44:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.43 total_reward_ma:-9.38 loss:-0.01489 fps:1329 +frame:3.99e+06 wall_t:3003 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.252 +2026-01-07 21:44:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.37 loss:-0.016 fps:1329 +frame:4.00e+06 wall_t:3010 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.224 +2026-01-07 21:45:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.37 loss:-0.01459 fps:1330 +frame:4.01e+06 wall_t:3016 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.305 +2026-01-07 21:45:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.45 total_reward_ma:-9.37 loss:-0.01603 fps:1330 +frame:4.02e+06 wall_t:3022 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.333 +2026-01-07 21:45:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.44 total_reward_ma:-9.37 loss:-0.01662 fps:1331 +frame:4.03e+06 wall_t:3028 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.309 +2026-01-07 21:45:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.36 loss:-0.01682 fps:1331 +frame:4.04e+06 wall_t:3035 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.316 +2026-01-07 21:45:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.36 loss:-0.0156 fps:1331 +frame:4.05e+06 wall_t:3042 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.315 +2026-01-07 21:45:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.37 total_reward_ma:-9.36 loss:-0.01547 fps:1332 +frame:4.06e+06 wall_t:3048 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.326 +2026-01-07 21:45:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.36 loss:-0.01622 fps:1333 +frame:4.07e+06 wall_t:3054 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.32 +2026-01-07 21:45:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.35 loss:-0.01751 fps:1333 +frame:4.08e+06 wall_t:3060 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.335 +2026-01-07 21:45:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-9.35 loss:-0.01459 fps:1334 +frame:4.09e+06 wall_t:3067 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.347 +2026-01-07 21:46:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.35 loss:-0.01656 fps:1334 +frame:4.10e+06 wall_t:3073 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.342 +2026-01-07 21:46:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.28 total_reward_ma:-9.34 loss:-0.01491 fps:1334 +frame:4.11e+06 wall_t:3081 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.254 +2026-01-07 21:46:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.34 loss:-0.01459 fps:1335 +frame:4.12e+06 wall_t:3087 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.267 +2026-01-07 21:46:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.34 loss:-0.01483 fps:1335 +frame:4.13e+06 wall_t:3094 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.241 +2026-01-07 21:46:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.34 loss:-0.01554 fps:1335 +frame:4.14e+06 wall_t:3100 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.254 +2026-01-07 21:46:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.34 loss:-0.015 fps:1336 +frame:4.15e+06 wall_t:3106 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.226 +2026-01-07 21:46:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.27 total_reward_ma:-9.33 loss:-0.01612 fps:1336 +frame:4.16e+06 wall_t:3113 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.235 +2026-01-07 21:46:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-9.33 loss:-0.01557 fps:1337 +frame:4.17e+06 wall_t:3119 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.268 +2026-01-07 21:46:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.20 total_reward_ma:-9.33 loss:-0.01459 fps:1338 +frame:4.18e+06 wall_t:3125 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.214 +2026-01-07 21:46:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.33 loss:-0.01529 fps:1338 +frame:4.19e+06 wall_t:3132 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.273 +2026-01-07 21:47:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.23 total_reward_ma:-9.33 loss:-0.01432 fps:1338 +frame:4.20e+06 wall_t:3138 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.275 +2026-01-07 21:47:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.22 total_reward_ma:-9.32 loss:-0.0165 fps:1338 +frame:4.21e+06 wall_t:3146 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.29 +2026-01-07 21:47:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.22 total_reward_ma:-9.32 loss:-0.01434 fps:1338 +frame:4.22e+06 wall_t:3153 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.261 +2026-01-07 21:47:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.20 total_reward_ma:-9.32 loss:-0.01619 fps:1339 +frame:4.23e+06 wall_t:3159 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.222 +2026-01-07 21:47:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.20 total_reward_ma:-9.32 loss:-0.01467 fps:1339 +frame:4.24e+06 wall_t:3166 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.261 +2026-01-07 21:47:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.20 total_reward_ma:-9.32 loss:-0.01361 fps:1340 +frame:4.25e+06 wall_t:3172 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.189 +2026-01-07 21:47:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.20 total_reward_ma:-9.31 loss:-0.01467 fps:1340 +frame:4.26e+06 wall_t:3179 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.197 +2026-01-07 21:47:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-9.31 loss:-0.01391 fps:1341 +frame:4.27e+06 wall_t:3185 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.248 +2026-01-07 21:47:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-9.31 loss:-0.01471 fps:1341 +frame:4.28e+06 wall_t:3191 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.285 +2026-01-07 21:48:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.31 loss:-0.015 fps:1341 +frame:4.29e+06 wall_t:3198 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.178 +2026-01-07 21:48:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.13 total_reward_ma:-9.30 loss:-0.01413 fps:1342 +frame:4.30e+06 wall_t:3205 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.236 +2026-01-07 21:48:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.11 total_reward_ma:-9.30 loss:-0.017 fps:1342 +frame:4.31e+06 wall_t:3211 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.258 +2026-01-07 21:48:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-9.30 loss:-0.01403 fps:1342 +frame:4.32e+06 wall_t:3218 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.192 +2026-01-07 21:48:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.29 loss:-0.01493 fps:1343 +frame:4.33e+06 wall_t:3225 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.173 +2026-01-07 21:48:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.29 loss:-0.01283 fps:1343 +frame:4.34e+06 wall_t:3231 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.163 +2026-01-07 21:48:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-9.28 loss:-0.01503 fps:1343 +frame:4.35e+06 wall_t:3238 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.161 +2026-01-07 21:48:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.28 loss:-0.01465 fps:1344 +frame:4.36e+06 wall_t:3244 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.125 +2026-01-07 21:48:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.27 loss:-0.016 fps:1344 +frame:4.37e+06 wall_t:3251 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.16 +2026-01-07 21:49:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-9.26 loss:-0.01549 fps:1344 +frame:4.38e+06 wall_t:3258 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.228 +2026-01-07 21:49:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.88 total_reward_ma:-9.26 loss:-0.01491 fps:1345 +frame:4.39e+06 wall_t:3264 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.181 +2026-01-07 21:49:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.25 loss:-0.01535 fps:1345 +frame:4.40e+06 wall_t:3271 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.218 +2026-01-07 21:49:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.25 loss:-0.01522 fps:1345 +frame:4.41e+06 wall_t:3278 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.292 +2026-01-07 21:49:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.24 loss:-0.01551 fps:1346 +frame:4.42e+06 wall_t:3284 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.289 +2026-01-07 21:49:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.23 loss:-0.01573 fps:1346 +frame:4.43e+06 wall_t:3291 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.203 +2026-01-07 21:49:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-9.23 loss:-0.01435 fps:1347 +frame:4.44e+06 wall_t:3297 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.205 +2026-01-07 21:49:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.22 loss:-0.01267 fps:1347 +frame:4.45e+06 wall_t:3304 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.209 +2026-01-07 21:49:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-9.22 loss:-0.01487 fps:1347 +frame:4.46e+06 wall_t:3311 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.223 +2026-01-07 21:50:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.21 loss:-0.01578 fps:1348 +frame:4.47e+06 wall_t:3317 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.257 +2026-01-07 21:50:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.21 loss:-0.01576 fps:1348 +frame:4.48e+06 wall_t:3323 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.251 +2026-01-07 21:50:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.20 loss:-0.01457 fps:1348 +frame:4.49e+06 wall_t:3330 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.254 +2026-01-07 21:50:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.20 loss:-0.01442 fps:1349 +frame:4.50e+06 wall_t:3336 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.221 +2026-01-07 21:50:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.85 total_reward_ma:-9.19 loss:-0.01584 fps:1349 +frame:4.51e+06 wall_t:3342 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.269 +2026-01-07 21:50:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.86 total_reward_ma:-9.19 loss:-0.01519 fps:1350 +frame:4.52e+06 wall_t:3349 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.275 +2026-01-07 21:50:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.18 loss:-0.01588 fps:1350 +frame:4.53e+06 wall_t:3355 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.251 +2026-01-07 21:50:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.18 loss:-0.01601 fps:1351 +frame:4.54e+06 wall_t:3361 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.289 +2026-01-07 21:50:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.18 loss:-0.01538 fps:1351 +frame:4.55e+06 wall_t:3368 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.224 +2026-01-07 21:51:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-9.17 loss:-0.01352 fps:1352 +frame:4.56e+06 wall_t:3374 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.305 +2026-01-07 21:51:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-9.17 loss:-0.01443 fps:1352 +frame:4.57e+06 wall_t:3381 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.201 +2026-01-07 21:51:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.17 loss:-0.01252 fps:1352 +frame:4.58e+06 wall_t:3387 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.265 +2026-01-07 21:51:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.17 loss:-0.01452 fps:1353 +frame:4.59e+06 wall_t:3393 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.26 +2026-01-07 21:51:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.17 loss:-0.01467 fps:1353 +frame:4.60e+06 wall_t:3399 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.205 +2026-01-07 21:51:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.17 loss:-0.01568 fps:1354 +frame:4.61e+06 wall_t:3405 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.271 +2026-01-07 21:51:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.17 loss:-0.01432 fps:1354 +frame:4.62e+06 wall_t:3411 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.236 +2026-01-07 21:51:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.17 loss:-0.01329 fps:1355 +frame:4.63e+06 wall_t:3418 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.271 +2026-01-07 21:51:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.08 total_reward_ma:-9.17 loss:-0.01532 fps:1355 +frame:4.64e+06 wall_t:3424 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.218 +2026-01-07 21:51:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.17 loss:-0.01368 fps:1355 +frame:4.65e+06 wall_t:3431 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.208 +2026-01-07 21:52:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-9.17 loss:-0.01304 fps:1356 +frame:4.66e+06 wall_t:3437 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.23 +2026-01-07 21:52:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.98 total_reward_ma:-9.17 loss:-0.01362 fps:1356 +frame:4.67e+06 wall_t:3444 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.214 +2026-01-07 21:52:17 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.16 loss:-0.01638 fps:1357 +frame:4.68e+06 wall_t:3450 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.248 +2026-01-07 21:52:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.16 loss:-0.01562 fps:1357 +frame:4.69e+06 wall_t:3456 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.306 +2026-01-07 21:52:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.92 total_reward_ma:-9.16 loss:-0.01556 fps:1357 +frame:4.70e+06 wall_t:3463 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.297 +2026-01-07 21:52:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.93 total_reward_ma:-9.16 loss:-0.01456 fps:1357 +frame:4.71e+06 wall_t:3470 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.303 +2026-01-07 21:52:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.92 total_reward_ma:-9.16 loss:-0.01644 fps:1357 +frame:4.72e+06 wall_t:3477 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.277 +2026-01-07 21:52:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-9.16 loss:-0.01495 fps:1358 +frame:4.73e+06 wall_t:3483 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.32 +2026-01-07 21:52:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.16 loss:-0.0158 fps:1359 +frame:4.74e+06 wall_t:3489 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.299 +2026-01-07 21:53:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.15 loss:-0.0156 fps:1359 +frame:4.75e+06 wall_t:3496 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.342 +2026-01-07 21:53:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.15 loss:-0.01534 fps:1359 +frame:4.76e+06 wall_t:3502 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.316 +2026-01-07 21:53:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-9.15 loss:-0.01585 fps:1359 +frame:4.77e+06 wall_t:3509 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.319 +2026-01-07 21:53:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-9.15 loss:-0.01642 fps:1359 +frame:4.78e+06 wall_t:3516 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.323 +2026-01-07 21:53:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-9.15 loss:-0.01517 fps:1360 +frame:4.79e+06 wall_t:3523 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.29 +2026-01-07 21:53:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.05 total_reward_ma:-9.14 loss:-0.01627 fps:1359 +frame:4.80e+06 wall_t:3531 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.297 +2026-01-07 21:53:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.14 loss:-0.01275 fps:1360 +frame:4.81e+06 wall_t:3538 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.255 +2026-01-07 21:53:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-9.14 loss:-0.01579 fps:1360 +frame:4.82e+06 wall_t:3545 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.211 +2026-01-07 21:53:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.14 loss:-0.01477 fps:1360 +frame:4.83e+06 wall_t:3552 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.198 +2026-01-07 21:54:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.13 loss:-0.01502 fps:1360 +frame:4.84e+06 wall_t:3558 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.152 +2026-01-07 21:54:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-9.13 loss:-0.01395 fps:1361 +frame:4.85e+06 wall_t:3564 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.167 +2026-01-07 21:54:17 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.13 loss:-0.01516 fps:1361 +frame:4.86e+06 wall_t:3571 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.149 +2026-01-07 21:54:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.12 loss:-0.01433 fps:1362 +frame:4.87e+06 wall_t:3576 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.193 +2026-01-07 21:54:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.11 loss:-0.01423 fps:1362 +frame:4.88e+06 wall_t:3583 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.194 +2026-01-07 21:54:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.11 loss:-0.01592 fps:1362 +frame:4.89e+06 wall_t:3589 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.219 +2026-01-07 21:54:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.10 loss:-0.01548 fps:1363 +frame:4.90e+06 wall_t:3596 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.123 +2026-01-07 21:54:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.10 loss:-0.01646 fps:1363 +frame:4.91e+06 wall_t:3602 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.218 +2026-01-07 21:54:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.98 total_reward_ma:-9.09 loss:-0.01357 fps:1363 +frame:4.92e+06 wall_t:3609 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.091 +2026-01-07 21:55:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.98 total_reward_ma:-9.09 loss:-0.01371 fps:1364 +frame:4.93e+06 wall_t:3615 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.157 +2026-01-07 21:55:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.97 total_reward_ma:-9.08 loss:-0.01397 fps:1364 +frame:4.94e+06 wall_t:3622 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.15 +2026-01-07 21:55:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.97 total_reward_ma:-9.08 loss:-0.01286 fps:1364 +frame:4.95e+06 wall_t:3628 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.077 +2026-01-07 21:55:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.07 loss:-0.01438 fps:1365 +frame:4.96e+06 wall_t:3634 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.121 +2026-01-07 21:55:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.92 total_reward_ma:-9.07 loss:-0.01574 fps:1365 +frame:4.97e+06 wall_t:3641 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.137 +2026-01-07 21:55:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-9.06 loss:-0.01317 fps:1366 +frame:4.98e+06 wall_t:3647 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.208 +2026-01-07 21:55:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-9.06 loss:-0.01334 fps:1365 +frame:4.99e+06 wall_t:3655 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.197 +2026-01-07 21:55:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.79 total_reward_ma:-9.05 loss:-0.01437 fps:1366 +frame:5.00e+06 wall_t:3661 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.134 +2026-01-07 21:55:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.75 total_reward_ma:-9.04 loss:-0.01494 fps:1366 +frame:5.01e+06 wall_t:3668 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.168 +2026-01-07 21:56:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.70 total_reward_ma:-9.04 loss:-0.01292 fps:1366 +frame:5.02e+06 wall_t:3675 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.121 +2026-01-07 21:56:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-9.03 loss:-0.01316 fps:1366 +frame:5.03e+06 wall_t:3681 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.181 +2026-01-07 21:56:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.58 total_reward_ma:-9.02 loss:-0.0168 fps:1367 +frame:5.04e+06 wall_t:3687 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.245 +2026-01-07 21:56:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.56 total_reward_ma:-9.01 loss:-0.01345 fps:1367 +frame:5.05e+06 wall_t:3693 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.199 +2026-01-07 21:56:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.55 total_reward_ma:-9.00 loss:-0.01321 fps:1368 +frame:5.06e+06 wall_t:3700 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.133 +2026-01-07 21:56:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.44 total_reward_ma:-8.99 loss:-0.01486 fps:1368 +frame:5.07e+06 wall_t:3706 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.187 +2026-01-07 21:56:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.99 loss:-0.01406 fps:1369 +frame:5.08e+06 wall_t:3712 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.154 +2026-01-07 21:56:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.39 total_reward_ma:-8.98 loss:-0.01504 fps:1369 +frame:5.09e+06 wall_t:3719 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.208 +2026-01-07 21:56:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.97 loss:-0.01333 fps:1369 +frame:5.10e+06 wall_t:3726 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.233 +2026-01-07 21:56:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.96 loss:-0.01538 fps:1369 +frame:5.11e+06 wall_t:3732 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.236 +2026-01-07 21:57:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.34 total_reward_ma:-8.95 loss:-0.01412 fps:1370 +frame:5.12e+06 wall_t:3738 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.173 +2026-01-07 21:57:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.94 loss:-0.01507 fps:1370 +frame:5.13e+06 wall_t:3745 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.228 +2026-01-07 21:57:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.32 total_reward_ma:-8.93 loss:-0.01521 fps:1370 +frame:5.14e+06 wall_t:3752 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.185 +2026-01-07 21:57:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.32 total_reward_ma:-8.92 loss:-0.01534 fps:1370 +frame:5.15e+06 wall_t:3759 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.115 +2026-01-07 21:57:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.32 total_reward_ma:-8.91 loss:-0.0145 fps:1371 +frame:5.16e+06 wall_t:3765 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.219 +2026-01-07 21:57:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-8.90 loss:-0.0144 fps:1371 +frame:5.17e+06 wall_t:3772 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.162 +2026-01-07 21:57:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.89 loss:-0.01235 fps:1371 +frame:5.18e+06 wall_t:3778 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.133 +2026-01-07 21:57:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.88 loss:-0.0149 fps:1371 +frame:5.19e+06 wall_t:3785 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.166 +2026-01-07 21:57:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.34 total_reward_ma:-8.88 loss:-0.01515 fps:1372 +frame:5.20e+06 wall_t:3791 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.24 +2026-01-07 21:58:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.87 loss:-0.0124 fps:1372 +frame:5.21e+06 wall_t:3796 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.186 +2026-01-07 21:58:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.86 loss:-0.01452 fps:1373 +frame:5.22e+06 wall_t:3803 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.225 +2026-01-07 21:58:17 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.30 total_reward_ma:-8.85 loss:-0.01594 fps:1373 +frame:5.23e+06 wall_t:3810 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.297 +2026-01-07 21:58:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.84 loss:-0.01335 fps:1373 +frame:5.24e+06 wall_t:3817 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.186 +2026-01-07 21:58:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.83 loss:-0.01173 fps:1373 +frame:5.25e+06 wall_t:3823 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.194 +2026-01-07 21:58:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.24 total_reward_ma:-8.82 loss:-0.01572 fps:1373 +frame:5.26e+06 wall_t:3830 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.174 +2026-01-07 21:58:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-8.81 loss:-0.01437 fps:1374 +frame:5.27e+06 wall_t:3836 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.219 +2026-01-07 21:58:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.23 total_reward_ma:-8.80 loss:-0.01538 fps:1374 +frame:5.28e+06 wall_t:3844 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.177 +2026-01-07 21:58:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.30 total_reward_ma:-8.79 loss:-0.01608 fps:1374 +frame:5.29e+06 wall_t:3851 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.244 +2026-01-07 21:59:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.78 loss:-0.01474 fps:1374 +frame:5.30e+06 wall_t:3857 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.245 +2026-01-07 21:59:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.77 loss:-0.01511 fps:1374 +frame:5.31e+06 wall_t:3864 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.217 +2026-01-07 21:59:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.77 loss:-0.01433 fps:1374 +frame:5.32e+06 wall_t:3871 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.169 +2026-01-07 21:59:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.76 loss:-0.01263 fps:1374 +frame:5.33e+06 wall_t:3878 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.207 +2026-01-07 21:59:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-8.75 loss:-0.01578 fps:1375 +frame:5.34e+06 wall_t:3885 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.243 +2026-01-07 21:59:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.75 loss:-0.01414 fps:1375 +frame:5.35e+06 wall_t:3892 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.22 +2026-01-07 21:59:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.74 loss:-0.01348 fps:1375 +frame:5.36e+06 wall_t:3899 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.169 +2026-01-07 21:59:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.45 total_reward_ma:-8.74 loss:-0.01506 fps:1374 +frame:5.37e+06 wall_t:3907 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.196 +2026-01-07 22:00:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.49 total_reward_ma:-8.73 loss:-0.01322 fps:1375 +frame:5.38e+06 wall_t:3913 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.23 +2026-01-07 22:00:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.48 total_reward_ma:-8.73 loss:-0.01468 fps:1375 +frame:5.39e+06 wall_t:3920 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.253 +2026-01-07 22:00:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.50 total_reward_ma:-8.72 loss:-0.01411 fps:1375 +frame:5.40e+06 wall_t:3926 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.281 +2026-01-07 22:00:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.49 total_reward_ma:-8.72 loss:-0.01391 fps:1376 +frame:5.41e+06 wall_t:3933 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.184 +2026-01-07 22:00:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.49 total_reward_ma:-8.72 loss:-0.01525 fps:1376 +frame:5.42e+06 wall_t:3939 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.275 +2026-01-07 22:00:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.55 total_reward_ma:-8.71 loss:-0.01369 fps:1376 +frame:5.43e+06 wall_t:3945 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.165 +2026-01-07 22:00:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.52 total_reward_ma:-8.71 loss:-0.01552 fps:1377 +frame:5.44e+06 wall_t:3951 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.225 +2026-01-07 22:00:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.47 total_reward_ma:-8.71 loss:-0.01402 fps:1377 +frame:5.45e+06 wall_t:3958 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.213 +2026-01-07 22:00:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.46 total_reward_ma:-8.70 loss:-0.01439 fps:1377 +frame:5.46e+06 wall_t:3965 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.173 +2026-01-07 22:00:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-8.70 loss:-0.01325 fps:1377 +frame:5.47e+06 wall_t:3972 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.191 +2026-01-07 22:01:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-8.69 loss:-0.01487 fps:1377 +frame:5.48e+06 wall_t:3979 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.16 +2026-01-07 22:01:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.30 total_reward_ma:-8.68 loss:-0.01349 fps:1378 +frame:5.49e+06 wall_t:3985 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.172 +2026-01-07 22:01:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.68 loss:-0.01473 fps:1378 +frame:5.50e+06 wall_t:3991 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.245 +2026-01-07 22:01:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.67 loss:-0.01297 fps:1378 +frame:5.51e+06 wall_t:3998 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.257 +2026-01-07 22:01:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.67 loss:-0.01464 fps:1379 +frame:5.52e+06 wall_t:4004 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.183 +2026-01-07 22:01:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.66 loss:-0.01354 fps:1379 +frame:5.53e+06 wall_t:4011 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.273 +2026-01-07 22:01:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.65 loss:-0.01409 fps:1379 +frame:5.54e+06 wall_t:4018 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.246 +2026-01-07 22:01:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.65 loss:-0.01542 fps:1379 +frame:5.55e+06 wall_t:4024 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.224 +2026-01-07 22:01:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.30 total_reward_ma:-8.64 loss:-0.01612 fps:1379 +frame:5.56e+06 wall_t:4031 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.232 +2026-01-07 22:02:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.28 total_reward_ma:-8.64 loss:-0.01332 fps:1379 +frame:5.57e+06 wall_t:4038 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.211 +2026-01-07 22:02:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.63 loss:-0.01236 fps:1380 +frame:5.58e+06 wall_t:4044 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.261 +2026-01-07 22:02:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.25 total_reward_ma:-8.62 loss:-0.01551 fps:1380 +frame:5.59e+06 wall_t:4051 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.277 +2026-01-07 22:02:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.61 loss:-0.01502 fps:1380 +frame:5.60e+06 wall_t:4058 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.232 +2026-01-07 22:02:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.61 loss:-0.0157 fps:1380 +frame:5.61e+06 wall_t:4065 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.238 +2026-01-07 22:02:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.60 loss:-0.01504 fps:1380 +frame:5.62e+06 wall_t:4071 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.297 +2026-01-07 22:02:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.59 loss:-0.01236 fps:1381 +frame:5.63e+06 wall_t:4078 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.213 +2026-01-07 22:02:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.28 total_reward_ma:-8.59 loss:-0.01385 fps:1381 +frame:5.64e+06 wall_t:4084 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.207 +2026-01-07 22:02:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.58 loss:-0.01579 fps:1381 +frame:5.65e+06 wall_t:4090 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.261 +2026-01-07 22:03:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.57 loss:-0.01499 fps:1381 +frame:5.66e+06 wall_t:4097 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.286 +2026-01-07 22:03:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.56 loss:-0.01633 fps:1382 +frame:5.67e+06 wall_t:4103 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.267 +2026-01-07 22:03:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.56 loss:-0.01516 fps:1382 +frame:5.68e+06 wall_t:4110 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.275 +2026-01-07 22:03:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.24 total_reward_ma:-8.55 loss:-0.01495 fps:1382 +frame:5.69e+06 wall_t:4116 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.284 +2026-01-07 22:03:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.24 total_reward_ma:-8.54 loss:-0.01525 fps:1382 +frame:5.70e+06 wall_t:4123 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.259 +2026-01-07 22:03:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-8.54 loss:-0.01509 fps:1383 +frame:5.71e+06 wall_t:4129 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.257 +2026-01-07 22:03:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.33 total_reward_ma:-8.53 loss:-0.01373 fps:1383 +frame:5.72e+06 wall_t:4135 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.225 +2026-01-07 22:03:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.39 total_reward_ma:-8.53 loss:-0.01398 fps:1384 +frame:5.73e+06 wall_t:4141 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.21 +2026-01-07 22:03:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.43 total_reward_ma:-8.52 loss:-0.0166 fps:1384 +frame:5.74e+06 wall_t:4148 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.25 +2026-01-07 22:04:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.44 total_reward_ma:-8.51 loss:-0.01502 fps:1384 +frame:5.75e+06 wall_t:4154 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.255 +2026-01-07 22:04:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.58 total_reward_ma:-8.51 loss:-0.01413 fps:1384 +frame:5.76e+06 wall_t:4161 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.242 +2026-01-07 22:04:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.60 total_reward_ma:-8.51 loss:-0.01553 fps:1384 +frame:5.77e+06 wall_t:4168 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.226 +2026-01-07 22:04:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.63 total_reward_ma:-8.50 loss:-0.01437 fps:1385 +frame:5.78e+06 wall_t:4174 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.182 +2026-01-07 22:04:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.64 total_reward_ma:-8.50 loss:-0.01571 fps:1385 +frame:5.79e+06 wall_t:4181 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.19 +2026-01-07 22:04:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-8.49 loss:-0.01492 fps:1385 +frame:5.80e+06 wall_t:4187 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.192 +2026-01-07 22:04:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.49 loss:-0.01416 fps:1386 +frame:5.81e+06 wall_t:4193 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.165 +2026-01-07 22:04:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.63 total_reward_ma:-8.49 loss:-0.01526 fps:1386 +frame:5.82e+06 wall_t:4200 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.272 +2026-01-07 22:04:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.48 loss:-0.01523 fps:1386 +frame:5.83e+06 wall_t:4206 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.26 +2026-01-07 22:05:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.69 total_reward_ma:-8.48 loss:-0.01434 fps:1386 +frame:5.84e+06 wall_t:4213 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.275 +2026-01-07 22:05:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-8.48 loss:-0.01473 fps:1387 +frame:5.85e+06 wall_t:4219 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.255 +2026-01-07 22:05:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.70 total_reward_ma:-8.47 loss:-0.01459 fps:1387 +frame:5.86e+06 wall_t:4226 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.192 +2026-01-07 22:05:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.47 loss:-0.01517 fps:1387 +frame:5.87e+06 wall_t:4232 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.254 +2026-01-07 22:05:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-8.47 loss:-0.01477 fps:1387 +frame:5.88e+06 wall_t:4239 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.246 +2026-01-07 22:05:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.46 loss:-0.01555 fps:1388 +frame:5.89e+06 wall_t:4245 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.249 +2026-01-07 22:05:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-8.46 loss:-0.01443 fps:1388 +frame:5.90e+06 wall_t:4251 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.2 +2026-01-07 22:05:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.46 loss:-0.0162 fps:1388 +frame:5.91e+06 wall_t:4258 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.281 +2026-01-07 22:05:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.64 total_reward_ma:-8.45 loss:-0.01476 fps:1388 +frame:5.92e+06 wall_t:4264 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.231 +2026-01-07 22:05:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.45 loss:-0.01364 fps:1389 +frame:5.93e+06 wall_t:4270 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.205 +2026-01-07 22:06:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.60 total_reward_ma:-8.45 loss:-0.01613 fps:1389 +frame:5.94e+06 wall_t:4277 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.252 +2026-01-07 22:06:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.53 total_reward_ma:-8.44 loss:-0.01545 fps:1389 +frame:5.95e+06 wall_t:4283 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.257 +2026-01-07 22:06:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.59 total_reward_ma:-8.44 loss:-0.01581 fps:1390 +frame:5.96e+06 wall_t:4289 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.259 +2026-01-07 22:06:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.58 total_reward_ma:-8.44 loss:-0.01535 fps:1389 +frame:5.97e+06 wall_t:4297 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.253 +2026-01-07 22:06:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.61 total_reward_ma:-8.43 loss:-0.01454 fps:1389 +frame:5.98e+06 wall_t:4304 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.261 +2026-01-07 22:06:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.59 total_reward_ma:-8.43 loss:-0.01443 fps:1389 +frame:5.99e+06 wall_t:4311 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.236 +2026-01-07 22:06:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.54 total_reward_ma:-8.43 loss:-0.01458 fps:1390 +frame:6.00e+06 wall_t:4318 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.259 +2026-01-07 22:06:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.47 total_reward_ma:-8.42 loss:-0.0148 fps:1390 +frame:6.01e+06 wall_t:4324 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 22:06:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.43 total_reward_ma:-8.42 loss:-0.01483 fps:1390 +frame:6.02e+06 wall_t:4330 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.24 +2026-01-07 22:07:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.49 total_reward_ma:-8.42 loss:-0.01499 fps:1390 +frame:6.03e+06 wall_t:4337 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.284 +2026-01-07 22:07:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.45 total_reward_ma:-8.42 loss:-0.01457 fps:1390 +frame:6.04e+06 wall_t:4344 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 22:07:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.42 loss:-0.01422 fps:1391 +frame:6.05e+06 wall_t:4350 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.276 +2026-01-07 22:07:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.28 total_reward_ma:-8.41 loss:-0.01507 fps:1391 +frame:6.06e+06 wall_t:4356 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.24 +2026-01-07 22:07:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.41 loss:-0.01473 fps:1392 +frame:6.07e+06 wall_t:4362 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 22:07:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.35 total_reward_ma:-8.41 loss:-0.01509 fps:1392 +frame:6.08e+06 wall_t:4369 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 22:07:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.41 loss:-0.01631 fps:1392 +frame:6.09e+06 wall_t:4376 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 22:07:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.43 total_reward_ma:-8.41 loss:-0.01289 fps:1392 +frame:6.10e+06 wall_t:4383 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 22:07:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.41 total_reward_ma:-8.41 loss:-0.01567 fps:1392 +frame:6.11e+06 wall_t:4389 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.21 +2026-01-07 22:08:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.41 loss:-0.0154 fps:1392 +frame:6.12e+06 wall_t:4396 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.269 +2026-01-07 22:08:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.32 total_reward_ma:-8.41 loss:-0.01412 fps:1393 +frame:6.13e+06 wall_t:4402 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 22:08:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-8.42 loss:-0.01575 fps:1393 +frame:6.14e+06 wall_t:4409 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 22:08:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.34 total_reward_ma:-8.42 loss:-0.01494 fps:1393 +frame:6.15e+06 wall_t:4415 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 22:08:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.34 total_reward_ma:-8.42 loss:-0.01296 fps:1393 +frame:6.16e+06 wall_t:4421 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:08:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.33 total_reward_ma:-8.42 loss:-0.01266 fps:1394 +frame:6.17e+06 wall_t:4427 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:08:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.20 total_reward_ma:-8.41 loss:-0.01469 fps:1394 +frame:6.18e+06 wall_t:4433 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 22:08:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.41 loss:-0.01318 fps:1394 +frame:6.19e+06 wall_t:4439 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 22:08:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.41 loss:-0.01268 fps:1395 +frame:6.20e+06 wall_t:4446 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 22:08:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.19 total_reward_ma:-8.41 loss:-0.0138 fps:1395 +frame:6.21e+06 wall_t:4452 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.253 +2026-01-07 22:09:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.19 total_reward_ma:-8.41 loss:-0.01607 fps:1395 +frame:6.22e+06 wall_t:4459 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.271 +2026-01-07 22:09:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-8.41 loss:-0.01436 fps:1395 +frame:6.23e+06 wall_t:4465 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:09:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.41 loss:-0.01371 fps:1395 +frame:6.24e+06 wall_t:4472 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 22:09:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.40 loss:-0.01351 fps:1395 +frame:6.25e+06 wall_t:4479 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 22:09:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.40 loss:-0.01537 fps:1395 +frame:6.26e+06 wall_t:4486 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.207 +2026-01-07 22:09:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.40 loss:-0.01434 fps:1396 +frame:6.27e+06 wall_t:4493 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 22:09:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-8.40 loss:-0.01433 fps:1396 +frame:6.28e+06 wall_t:4500 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 22:09:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.40 loss:-0.01277 fps:1396 +frame:6.29e+06 wall_t:4507 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:10:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.19 total_reward_ma:-8.40 loss:-0.01209 fps:1396 +frame:6.30e+06 wall_t:4513 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 22:10:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-8.40 loss:-0.01457 fps:1396 +frame:6.31e+06 wall_t:4519 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:10:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.40 loss:-0.01309 fps:1397 +frame:6.32e+06 wall_t:4525 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 22:10:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.40 loss:-0.01399 fps:1397 +frame:6.33e+06 wall_t:4532 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 22:10:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.25 total_reward_ma:-8.40 loss:-0.0148 fps:1397 +frame:6.34e+06 wall_t:4539 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.255 +2026-01-07 22:10:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.33 total_reward_ma:-8.40 loss:-0.01486 fps:1397 +frame:6.35e+06 wall_t:4545 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 22:10:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.40 loss:-0.01551 fps:1397 +frame:6.36e+06 wall_t:4552 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 22:10:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.39 loss:-0.01444 fps:1398 +frame:6.37e+06 wall_t:4558 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.253 +2026-01-07 22:10:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.39 loss:-0.0152 fps:1398 +frame:6.38e+06 wall_t:4564 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 22:10:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.28 total_reward_ma:-8.39 loss:-0.0151 fps:1398 +frame:6.39e+06 wall_t:4571 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 22:11:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.39 loss:-0.01442 fps:1398 +frame:6.40e+06 wall_t:4577 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 22:11:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.39 loss:-0.01477 fps:1399 +frame:6.41e+06 wall_t:4583 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 22:11:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.30 total_reward_ma:-8.38 loss:-0.01446 fps:1399 +frame:6.42e+06 wall_t:4589 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.2 +2026-01-07 22:11:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.38 loss:-0.01514 fps:1399 +frame:6.43e+06 wall_t:4595 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.26 +2026-01-07 22:11:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.38 loss:-0.01603 fps:1399 +frame:6.44e+06 wall_t:4602 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.287 +2026-01-07 22:11:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.54 total_reward_ma:-8.38 loss:-0.01546 fps:1400 +frame:6.45e+06 wall_t:4608 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.326 +2026-01-07 22:11:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.63 total_reward_ma:-8.38 loss:-0.01537 fps:1400 +frame:6.46e+06 wall_t:4615 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.266 +2026-01-07 22:11:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.64 total_reward_ma:-8.39 loss:-0.01629 fps:1400 +frame:6.47e+06 wall_t:4621 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.348 +2026-01-07 22:11:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.58 total_reward_ma:-8.39 loss:-0.01571 fps:1400 +frame:6.48e+06 wall_t:4627 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.307 +2026-01-07 22:12:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.52 total_reward_ma:-8.39 loss:-0.01574 fps:1401 +frame:6.49e+06 wall_t:4633 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.307 +2026-01-07 22:12:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.52 total_reward_ma:-8.39 loss:-0.01611 fps:1401 +frame:6.50e+06 wall_t:4640 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 22:12:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.55 total_reward_ma:-8.40 loss:-0.0155 fps:1401 +frame:6.51e+06 wall_t:4647 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.246 +2026-01-07 22:12:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.56 total_reward_ma:-8.40 loss:-0.01543 fps:1401 +frame:6.52e+06 wall_t:4654 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.242 +2026-01-07 22:12:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.60 total_reward_ma:-8.40 loss:-0.01612 fps:1401 +frame:6.53e+06 wall_t:4660 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.264 +2026-01-07 22:12:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.61 total_reward_ma:-8.40 loss:-0.01261 fps:1401 +frame:6.54e+06 wall_t:4667 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.269 +2026-01-07 22:12:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.63 total_reward_ma:-8.41 loss:-0.01505 fps:1401 +frame:6.55e+06 wall_t:4675 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 22:12:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.67 total_reward_ma:-8.41 loss:-0.01493 fps:1401 +frame:6.56e+06 wall_t:4683 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 22:13:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.68 total_reward_ma:-8.42 loss:-0.01726 fps:1398 +frame:6.57e+06 wall_t:4699 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 22:13:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-8.42 loss:-0.01338 fps:1399 +frame:6.58e+06 wall_t:4705 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:13:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-8.42 loss:-0.0136 fps:1395 +frame:6.59e+06 wall_t:4723 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:13:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.59 total_reward_ma:-8.43 loss:-0.0157 fps:1395 +frame:6.60e+06 wall_t:4730 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 22:13:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.56 total_reward_ma:-8.43 loss:-0.0147 fps:1395 +frame:6.61e+06 wall_t:4737 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 22:13:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.56 total_reward_ma:-8.43 loss:-0.01454 fps:1395 +frame:6.62e+06 wall_t:4744 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.2 +2026-01-07 22:13:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.52 total_reward_ma:-8.44 loss:-0.01435 fps:1396 +frame:6.63e+06 wall_t:4750 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:14:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.57 total_reward_ma:-8.44 loss:-0.01452 fps:1396 +frame:6.64e+06 wall_t:4757 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.184 +2026-01-07 22:14:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.59 total_reward_ma:-8.44 loss:-0.01238 fps:1396 +frame:6.65e+06 wall_t:4763 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:14:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.52 total_reward_ma:-8.44 loss:-0.0131 fps:1397 +frame:6.66e+06 wall_t:4769 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:14:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.50 total_reward_ma:-8.45 loss:-0.01523 fps:1397 +frame:6.67e+06 wall_t:4776 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 22:14:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.38 total_reward_ma:-8.45 loss:-0.01415 fps:1397 +frame:6.68e+06 wall_t:4782 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:14:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.38 total_reward_ma:-8.45 loss:-0.01432 fps:1397 +frame:6.69e+06 wall_t:4788 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 22:14:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.38 total_reward_ma:-8.45 loss:-0.01403 fps:1397 +frame:6.70e+06 wall_t:4795 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 22:14:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.45 loss:-0.0137 fps:1398 +frame:6.71e+06 wall_t:4801 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 22:14:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.34 total_reward_ma:-8.45 loss:-0.0133 fps:1398 +frame:6.72e+06 wall_t:4808 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 22:15:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.45 loss:-0.01267 fps:1398 +frame:6.73e+06 wall_t:4814 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.223 +2026-01-07 22:15:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.23 total_reward_ma:-8.45 loss:-0.01601 fps:1398 +frame:6.74e+06 wall_t:4820 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:15:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.45 loss:-0.01412 fps:1399 +frame:6.75e+06 wall_t:4826 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 22:15:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.23 total_reward_ma:-8.44 loss:-0.014 fps:1399 +frame:6.76e+06 wall_t:4833 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 22:15:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.44 loss:-0.01534 fps:1399 +frame:6.77e+06 wall_t:4840 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 22:15:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.28 total_reward_ma:-8.44 loss:-0.01485 fps:1399 +frame:6.78e+06 wall_t:4846 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.207 +2026-01-07 22:15:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.43 loss:-0.01529 fps:1399 +frame:6.79e+06 wall_t:4852 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 22:15:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.23 total_reward_ma:-8.43 loss:-0.01495 fps:1400 +frame:6.80e+06 wall_t:4858 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 22:15:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.20 total_reward_ma:-8.42 loss:-0.01425 fps:1400 +frame:6.81e+06 wall_t:4865 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 22:15:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.20 total_reward_ma:-8.42 loss:-0.01476 fps:1400 +frame:6.82e+06 wall_t:4871 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 22:16:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.19 total_reward_ma:-8.41 loss:-0.01574 fps:1400 +frame:6.83e+06 wall_t:4877 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 22:16:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.41 loss:-0.01346 fps:1401 +frame:6.84e+06 wall_t:4883 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 22:16:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.12 total_reward_ma:-8.40 loss:-0.01316 fps:1401 +frame:6.85e+06 wall_t:4890 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:16:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.14 total_reward_ma:-8.40 loss:-0.01442 fps:1401 +frame:6.86e+06 wall_t:4896 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:16:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.02 total_reward_ma:-8.39 loss:-0.01467 fps:1401 +frame:6.87e+06 wall_t:4904 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 22:16:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.08 total_reward_ma:-8.38 loss:-0.01468 fps:1401 +frame:6.88e+06 wall_t:4910 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 22:16:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.09 total_reward_ma:-8.38 loss:-0.01568 fps:1401 +frame:6.89e+06 wall_t:4917 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 22:16:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.09 total_reward_ma:-8.37 loss:-0.01523 fps:1401 +frame:6.90e+06 wall_t:4924 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:16:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.37 loss:-0.01393 fps:1402 +frame:6.91e+06 wall_t:4930 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:17:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.07 total_reward_ma:-8.36 loss:-0.01523 fps:1402 +frame:6.92e+06 wall_t:4936 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 22:17:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.06 total_reward_ma:-8.36 loss:-0.01484 fps:1402 +frame:6.93e+06 wall_t:4943 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 22:17:17 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.03 total_reward_ma:-8.35 loss:-0.01443 fps:1402 +frame:6.94e+06 wall_t:4950 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 22:17:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.99 total_reward_ma:-8.35 loss:-0.01465 fps:1402 +frame:6.95e+06 wall_t:4957 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.244 +2026-01-07 22:17:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.06 total_reward_ma:-8.34 loss:-0.01338 fps:1402 +frame:6.96e+06 wall_t:4963 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 22:17:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.34 loss:-0.0136 fps:1402 +frame:6.97e+06 wall_t:4970 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:17:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-8.33 loss:-0.01366 fps:1403 +frame:6.98e+06 wall_t:4976 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 22:17:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.33 loss:-0.01578 fps:1403 +frame:6.99e+06 wall_t:4982 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 22:17:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.20 total_reward_ma:-8.32 loss:-0.01532 fps:1403 +frame:7.00e+06 wall_t:4988 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 22:18:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.25 total_reward_ma:-8.32 loss:-0.01297 fps:1403 +frame:7.01e+06 wall_t:4995 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 22:18:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.32 loss:-0.01496 fps:1404 +frame:7.02e+06 wall_t:5001 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 22:18:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.32 loss:-0.01492 fps:1404 +frame:7.03e+06 wall_t:5007 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 22:18:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.32 loss:-0.0127 fps:1404 +frame:7.04e+06 wall_t:5014 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:18:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.31 loss:-0.01489 fps:1404 +frame:7.05e+06 wall_t:5020 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 22:18:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.31 loss:-0.0149 fps:1405 +frame:7.06e+06 wall_t:5026 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.184 +2026-01-07 22:18:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.31 loss:-0.01302 fps:1405 +frame:7.07e+06 wall_t:5032 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.14 +2026-01-07 22:18:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.06 total_reward_ma:-8.31 loss:-0.01365 fps:1405 +frame:7.08e+06 wall_t:5039 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:18:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.07 total_reward_ma:-8.31 loss:-0.01521 fps:1405 +frame:7.09e+06 wall_t:5045 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 22:18:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.04 total_reward_ma:-8.30 loss:-0.01513 fps:1405 +frame:7.10e+06 wall_t:5052 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:19:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.08 total_reward_ma:-8.30 loss:-0.01398 fps:1406 +frame:7.11e+06 wall_t:5058 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 22:19:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.11 total_reward_ma:-8.30 loss:-0.01389 fps:1406 +frame:7.12e+06 wall_t:5065 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:19:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.29 loss:-0.01317 fps:1406 +frame:7.13e+06 wall_t:5072 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 22:19:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.14 total_reward_ma:-8.29 loss:-0.01387 fps:1406 +frame:7.14e+06 wall_t:5078 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:19:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.29 loss:-0.01302 fps:1406 +frame:7.15e+06 wall_t:5084 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 22:19:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.04 total_reward_ma:-8.29 loss:-0.01448 fps:1406 +frame:7.16e+06 wall_t:5091 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 22:19:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.11 total_reward_ma:-8.28 loss:-0.0135 fps:1406 +frame:7.17e+06 wall_t:5098 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 22:19:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.07 total_reward_ma:-8.28 loss:-0.01511 fps:1407 +frame:7.18e+06 wall_t:5104 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 22:19:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.05 total_reward_ma:-8.28 loss:-0.014 fps:1407 +frame:7.19e+06 wall_t:5111 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:20:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.05 total_reward_ma:-8.28 loss:-0.01305 fps:1407 +frame:7.20e+06 wall_t:5117 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 22:20:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.04 total_reward_ma:-8.28 loss:-0.0138 fps:1407 +frame:7.21e+06 wall_t:5124 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.2 +2026-01-07 22:20:17 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.99 total_reward_ma:-8.28 loss:-0.01306 fps:1407 +frame:7.22e+06 wall_t:5131 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 22:20:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.01 total_reward_ma:-8.27 loss:-0.01568 fps:1407 +frame:7.23e+06 wall_t:5137 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:20:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.99 total_reward_ma:-8.27 loss:-0.01167 fps:1407 +frame:7.24e+06 wall_t:5144 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:20:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.99 total_reward_ma:-8.27 loss:-0.01262 fps:1408 +frame:7.25e+06 wall_t:5150 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:20:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-8.01 total_reward_ma:-8.27 loss:-0.01259 fps:1408 +frame:7.26e+06 wall_t:5156 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:20:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.96 total_reward_ma:-8.27 loss:-0.01175 fps:1408 +frame:7.27e+06 wall_t:5163 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:20:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.96 total_reward_ma:-8.26 loss:-0.01265 fps:1408 +frame:7.28e+06 wall_t:5169 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.059 +2026-01-07 22:21:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.88 total_reward_ma:-8.26 loss:-0.01166 fps:1409 +frame:7.29e+06 wall_t:5175 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:21:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.83 total_reward_ma:-8.26 loss:-0.01471 fps:1409 +frame:7.30e+06 wall_t:5181 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:21:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.80 total_reward_ma:-8.25 loss:-0.01319 fps:1409 +frame:7.31e+06 wall_t:5188 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 22:21:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.75 total_reward_ma:-8.25 loss:-0.015 fps:1409 +frame:7.32e+06 wall_t:5196 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:21:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.71 total_reward_ma:-8.24 loss:-0.01232 fps:1409 +frame:7.33e+06 wall_t:5203 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 22:21:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.75 total_reward_ma:-8.24 loss:-0.01255 fps:1409 +frame:7.34e+06 wall_t:5210 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:21:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.71 total_reward_ma:-8.23 loss:-0.01302 fps:1409 +frame:7.35e+06 wall_t:5216 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 22:21:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.68 total_reward_ma:-8.23 loss:-0.01234 fps:1409 +frame:7.36e+06 wall_t:5223 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.9968 +2026-01-07 22:21:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.67 total_reward_ma:-8.22 loss:-0.01354 fps:1409 +frame:7.37e+06 wall_t:5229 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:22:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-8.21 loss:-0.01252 fps:1409 +frame:7.38e+06 wall_t:5236 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 22:22:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-8.21 loss:-0.0136 fps:1410 +frame:7.39e+06 wall_t:5242 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:22:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.58 total_reward_ma:-8.20 loss:-0.01221 fps:1410 +frame:7.40e+06 wall_t:5249 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 22:22:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-8.19 loss:-0.01414 fps:1410 +frame:7.41e+06 wall_t:5255 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:22:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.54 total_reward_ma:-8.19 loss:-0.01343 fps:1410 +frame:7.42e+06 wall_t:5262 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 22:22:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-8.18 loss:-0.01445 fps:1411 +frame:7.43e+06 wall_t:5267 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 22:22:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.54 total_reward_ma:-8.17 loss:-0.01433 fps:1411 +frame:7.44e+06 wall_t:5273 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 22:22:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-8.16 loss:-0.01404 fps:1411 +frame:7.45e+06 wall_t:5280 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:22:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-8.15 loss:-0.01507 fps:1411 +frame:7.46e+06 wall_t:5286 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:22:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-8.13 loss:-0.01329 fps:1411 +frame:7.47e+06 wall_t:5293 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 22:23:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.57 total_reward_ma:-8.12 loss:-0.01381 fps:1412 +frame:7.48e+06 wall_t:5299 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:23:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.61 total_reward_ma:-8.12 loss:-0.0135 fps:1412 +frame:7.49e+06 wall_t:5306 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 22:23:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.61 total_reward_ma:-8.11 loss:-0.01268 fps:1412 +frame:7.50e+06 wall_t:5312 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 22:23:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.61 total_reward_ma:-8.10 loss:-0.01516 fps:1412 +frame:7.51e+06 wall_t:5318 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:23:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-8.09 loss:-0.01404 fps:1412 +frame:7.52e+06 wall_t:5324 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:23:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-8.08 loss:-0.01489 fps:1412 +frame:7.53e+06 wall_t:5331 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:23:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-8.07 loss:-0.0142 fps:1413 +frame:7.54e+06 wall_t:5337 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 22:23:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.63 total_reward_ma:-8.06 loss:-0.01357 fps:1413 +frame:7.55e+06 wall_t:5344 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 22:23:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-8.05 loss:-0.01283 fps:1413 +frame:7.56e+06 wall_t:5350 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:24:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-8.04 loss:-0.01349 fps:1413 +frame:7.57e+06 wall_t:5356 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 22:24:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.72 total_reward_ma:-8.03 loss:-0.01184 fps:1414 +frame:7.58e+06 wall_t:5362 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.043 +2026-01-07 22:24:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.68 total_reward_ma:-8.02 loss:-0.01547 fps:1414 +frame:7.59e+06 wall_t:5369 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 22:24:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-8.01 loss:-0.01404 fps:1414 +frame:7.60e+06 wall_t:5375 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 22:24:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-8.00 loss:-0.01121 fps:1414 +frame:7.61e+06 wall_t:5381 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 22:24:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-7.99 loss:-0.01393 fps:1415 +frame:7.62e+06 wall_t:5387 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:24:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-7.98 loss:-0.01183 fps:1415 +frame:7.63e+06 wall_t:5394 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:24:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.65 total_reward_ma:-7.97 loss:-0.01233 fps:1415 +frame:7.64e+06 wall_t:5400 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:24:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.64 total_reward_ma:-7.96 loss:-0.01224 fps:1415 +frame:7.65e+06 wall_t:5407 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 22:25:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.64 total_reward_ma:-7.95 loss:-0.01221 fps:1415 +frame:7.66e+06 wall_t:5413 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:25:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.60 total_reward_ma:-7.94 loss:-0.01461 fps:1415 +frame:7.67e+06 wall_t:5420 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 22:25:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.73 total_reward_ma:-7.94 loss:-0.01392 fps:1415 +frame:7.68e+06 wall_t:5427 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 22:25:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.70 total_reward_ma:-7.93 loss:-0.01287 fps:1415 +frame:7.69e+06 wall_t:5433 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:25:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.70 total_reward_ma:-7.92 loss:-0.01273 fps:1416 +frame:7.70e+06 wall_t:5439 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:25:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.71 total_reward_ma:-7.92 loss:-0.01125 fps:1416 +frame:7.71e+06 wall_t:5446 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 22:25:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.74 total_reward_ma:-7.91 loss:-0.01352 fps:1416 +frame:7.72e+06 wall_t:5453 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 22:25:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.74 total_reward_ma:-7.91 loss:-0.01218 fps:1416 +frame:7.73e+06 wall_t:5460 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:25:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.69 total_reward_ma:-7.90 loss:-0.01384 fps:1416 +frame:7.74e+06 wall_t:5466 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 22:26:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.72 total_reward_ma:-7.90 loss:-0.01256 fps:1416 +frame:7.75e+06 wall_t:5473 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:26:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.73 total_reward_ma:-7.89 loss:-0.01372 fps:1416 +frame:7.76e+06 wall_t:5479 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:26:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.74 total_reward_ma:-7.89 loss:-0.01366 fps:1417 +frame:7.77e+06 wall_t:5485 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:26:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.71 total_reward_ma:-7.88 loss:-0.01161 fps:1417 +frame:7.78e+06 wall_t:5491 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.9876 +2026-01-07 22:26:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.73 total_reward_ma:-7.88 loss:-0.01176 fps:1417 +frame:7.79e+06 wall_t:5498 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:26:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.64 total_reward_ma:-7.87 loss:-0.01295 fps:1417 +frame:7.80e+06 wall_t:5504 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:26:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.58 total_reward_ma:-7.86 loss:-0.01308 fps:1417 +frame:7.81e+06 wall_t:5511 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:26:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-7.86 loss:-0.01413 fps:1417 +frame:7.82e+06 wall_t:5517 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:26:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.46 total_reward_ma:-7.85 loss:-0.01155 fps:1417 +frame:7.83e+06 wall_t:5525 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 22:26:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-7.84 loss:-0.01296 fps:1417 +frame:7.84e+06 wall_t:5533 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:27:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-7.84 loss:-0.01261 fps:1415 +frame:7.85e+06 wall_t:5548 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:27:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.36 total_reward_ma:-7.83 loss:-0.01134 fps:1413 +frame:7.86e+06 wall_t:5561 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.9955 +2026-01-07 22:27:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.82 loss:-0.01357 fps:1412 +frame:7.87e+06 wall_t:5575 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:27:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.42 total_reward_ma:-7.81 loss:-0.01162 fps:1412 +frame:7.88e+06 wall_t:5581 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:27:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.81 loss:-0.01292 fps:1412 +frame:7.89e+06 wall_t:5587 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:28:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.80 loss:-0.01199 fps:1412 +frame:7.90e+06 wall_t:5594 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:28:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-7.79 loss:-0.01412 fps:1412 +frame:7.91e+06 wall_t:5600 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 22:28:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-7.78 loss:-0.0143 fps:1413 +frame:7.92e+06 wall_t:5606 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 22:28:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.78 loss:-0.01465 fps:1413 +frame:7.93e+06 wall_t:5612 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:28:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.25 total_reward_ma:-7.77 loss:-0.01245 fps:1413 +frame:7.94e+06 wall_t:5619 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 22:28:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.25 total_reward_ma:-7.76 loss:-0.01184 fps:1413 +frame:7.95e+06 wall_t:5626 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:28:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.75 loss:-0.01294 fps:1413 +frame:7.96e+06 wall_t:5632 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:28:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.74 loss:-0.01361 fps:1413 +frame:7.97e+06 wall_t:5639 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 22:28:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.74 loss:-0.01127 fps:1413 +frame:7.98e+06 wall_t:5646 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:28:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.73 loss:-0.01477 fps:1414 +frame:7.99e+06 wall_t:5652 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 22:29:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.31 total_reward_ma:-7.72 loss:-0.01297 fps:1414 +frame:8.00e+06 wall_t:5659 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 22:29:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.71 loss:-0.01264 fps:1414 +frame:8.01e+06 wall_t:5665 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:29:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.70 loss:-0.01237 fps:1414 +frame:8.02e+06 wall_t:5671 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:29:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-7.69 loss:-0.01365 fps:1414 +frame:8.03e+06 wall_t:5677 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:29:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-7.68 loss:-0.01353 fps:1415 +frame:8.04e+06 wall_t:5683 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:29:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.67 loss:-0.0143 fps:1415 +frame:8.05e+06 wall_t:5690 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:29:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.66 loss:-0.01156 fps:1415 +frame:8.06e+06 wall_t:5697 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 22:29:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.66 loss:-0.0134 fps:1415 +frame:8.07e+06 wall_t:5703 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:29:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.65 loss:-0.01318 fps:1415 +frame:8.08e+06 wall_t:5710 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:30:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-7.64 loss:-0.01311 fps:1415 +frame:8.09e+06 wall_t:5716 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:30:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.64 loss:-0.01267 fps:1415 +frame:8.10e+06 wall_t:5723 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:30:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.63 loss:-0.01083 fps:1416 +frame:8.11e+06 wall_t:5729 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:30:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.62 loss:-0.01314 fps:1416 +frame:8.12e+06 wall_t:5735 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:30:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-7.62 loss:-0.01321 fps:1416 +frame:8.13e+06 wall_t:5741 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 22:30:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-7.61 loss:-0.01312 fps:1416 +frame:8.14e+06 wall_t:5748 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 22:30:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-7.60 loss:-0.01237 fps:1416 +frame:8.15e+06 wall_t:5754 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:30:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.52 total_reward_ma:-7.60 loss:-0.01276 fps:1416 +frame:8.16e+06 wall_t:5761 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:30:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.59 loss:-0.01113 fps:1416 +frame:8.17e+06 wall_t:5768 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:31:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-7.58 loss:-0.01222 fps:1416 +frame:8.18e+06 wall_t:5775 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:31:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-7.58 loss:-0.01567 fps:1416 +frame:8.19e+06 wall_t:5782 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.184 +2026-01-07 22:31:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.57 loss:-0.01211 fps:1417 +frame:8.20e+06 wall_t:5788 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:31:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-7.57 loss:-0.01195 fps:1417 +frame:8.21e+06 wall_t:5795 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:31:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-7.56 loss:-0.01381 fps:1417 +frame:8.22e+06 wall_t:5802 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 22:31:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.47 total_reward_ma:-7.56 loss:-0.0144 fps:1417 +frame:8.23e+06 wall_t:5809 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:31:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-7.55 loss:-0.01091 fps:1417 +frame:8.24e+06 wall_t:5816 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:31:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-7.55 loss:-0.01187 fps:1417 +frame:8.25e+06 wall_t:5824 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 22:31:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-7.54 loss:-0.01389 fps:1416 +frame:8.26e+06 wall_t:5832 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:32:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.47 total_reward_ma:-7.54 loss:-0.01141 fps:1416 +frame:8.27e+06 wall_t:5839 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:32:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.48 total_reward_ma:-7.54 loss:-0.01398 fps:1417 +frame:8.28e+06 wall_t:5845 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:32:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.47 total_reward_ma:-7.53 loss:-0.01411 fps:1417 +frame:8.29e+06 wall_t:5852 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:32:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-7.53 loss:-0.0113 fps:1416 +frame:8.30e+06 wall_t:5860 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:32:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-7.52 loss:-0.01166 fps:1416 +frame:8.31e+06 wall_t:5867 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:32:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.33 total_reward_ma:-7.52 loss:-0.01459 fps:1417 +frame:8.32e+06 wall_t:5873 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:32:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.51 loss:-0.01264 fps:1417 +frame:8.33e+06 wall_t:5880 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 22:32:53 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-7.51 loss:-0.01425 fps:1417 +frame:8.34e+06 wall_t:5886 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 22:33:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.51 loss:-0.01321 fps:1417 +frame:8.35e+06 wall_t:5893 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:33:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.50 loss:-0.01326 fps:1417 +frame:8.36e+06 wall_t:5900 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:33:14 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.50 loss:-0.01225 fps:1417 +frame:8.37e+06 wall_t:5907 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:33:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.50 loss:-0.01461 fps:1417 +frame:8.38e+06 wall_t:5915 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:33:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.49 loss:-0.0138 fps:1417 +frame:8.39e+06 wall_t:5922 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 22:33:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.49 loss:-0.01198 fps:1417 +frame:8.40e+06 wall_t:5928 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:33:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.49 loss:-0.01208 fps:1417 +frame:8.41e+06 wall_t:5935 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 22:33:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.36 total_reward_ma:-7.49 loss:-0.01147 fps:1417 +frame:8.42e+06 wall_t:5942 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:33:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.36 total_reward_ma:-7.48 loss:-0.01283 fps:1417 +frame:8.43e+06 wall_t:5948 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 22:34:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.48 loss:-0.01297 fps:1417 +frame:8.44e+06 wall_t:5955 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 22:34:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-7.48 loss:-0.01248 fps:1418 +frame:8.45e+06 wall_t:5961 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 22:34:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.31 total_reward_ma:-7.48 loss:-0.01351 fps:1418 +frame:8.46e+06 wall_t:5968 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:34:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.48 loss:-0.01237 fps:1418 +frame:8.47e+06 wall_t:5974 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:34:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.48 loss:-0.01191 fps:1418 +frame:8.48e+06 wall_t:5981 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:34:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.31 total_reward_ma:-7.47 loss:-0.01128 fps:1418 +frame:8.49e+06 wall_t:5989 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:34:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.26 total_reward_ma:-7.47 loss:-0.01284 fps:1418 +frame:8.50e+06 wall_t:5995 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:34:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.24 total_reward_ma:-7.47 loss:-0.01299 fps:1418 +frame:8.51e+06 wall_t:6003 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:34:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.24 total_reward_ma:-7.46 loss:-0.01267 fps:1418 +frame:8.52e+06 wall_t:6010 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:35:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.23 total_reward_ma:-7.46 loss:-0.01189 fps:1417 +frame:8.53e+06 wall_t:6018 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:35:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.25 total_reward_ma:-7.45 loss:-0.01246 fps:1417 +frame:8.54e+06 wall_t:6025 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:35:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.45 loss:-0.01306 fps:1417 +frame:8.55e+06 wall_t:6032 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:35:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.22 total_reward_ma:-7.45 loss:-0.01096 fps:1417 +frame:8.56e+06 wall_t:6039 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:35:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.11 total_reward_ma:-7.44 loss:-0.01188 fps:1417 +frame:8.57e+06 wall_t:6046 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 22:35:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.16 total_reward_ma:-7.44 loss:-0.01418 fps:1418 +frame:8.58e+06 wall_t:6052 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 22:35:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.15 total_reward_ma:-7.43 loss:-0.01298 fps:1418 +frame:8.59e+06 wall_t:6059 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:35:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.17 total_reward_ma:-7.43 loss:-0.01229 fps:1418 +frame:8.60e+06 wall_t:6065 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:35:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.20 total_reward_ma:-7.42 loss:-0.01293 fps:1418 +frame:8.61e+06 wall_t:6072 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 22:36:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.26 total_reward_ma:-7.42 loss:-0.01147 fps:1418 +frame:8.62e+06 wall_t:6078 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:36:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.41 loss:-0.01418 fps:1418 +frame:8.63e+06 wall_t:6084 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:36:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.41 loss:-0.0123 fps:1418 +frame:8.64e+06 wall_t:6091 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:36:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.41 loss:-0.01154 fps:1418 +frame:8.65e+06 wall_t:6098 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:36:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-7.40 loss:-0.01334 fps:1419 +frame:8.66e+06 wall_t:6105 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:36:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.40 loss:-0.01437 fps:1419 +frame:8.67e+06 wall_t:6111 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 22:36:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.40 loss:-0.01448 fps:1419 +frame:8.68e+06 wall_t:6118 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:36:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.40 loss:-0.01076 fps:1419 +frame:8.69e+06 wall_t:6125 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:36:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.36 total_reward_ma:-7.39 loss:-0.01331 fps:1419 +frame:8.70e+06 wall_t:6132 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 22:37:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.39 total_reward_ma:-7.39 loss:-0.01187 fps:1419 +frame:8.71e+06 wall_t:6138 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.15 +2026-01-07 22:37:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.35 total_reward_ma:-7.39 loss:-0.01157 fps:1419 +frame:8.72e+06 wall_t:6145 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:37:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-7.38 loss:-0.01257 fps:1419 +frame:8.73e+06 wall_t:6152 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:37:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-7.38 loss:-0.01205 fps:1419 +frame:8.74e+06 wall_t:6158 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:37:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.37 loss:-0.01183 fps:1419 +frame:8.75e+06 wall_t:6165 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:37:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-7.37 loss:-0.01144 fps:1420 +frame:8.76e+06 wall_t:6171 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 22:37:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-7.37 loss:-0.01102 fps:1420 +frame:8.77e+06 wall_t:6177 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 22:37:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.33 total_reward_ma:-7.36 loss:-0.01286 fps:1420 +frame:8.78e+06 wall_t:6184 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:37:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.37 total_reward_ma:-7.36 loss:-0.01174 fps:1420 +frame:8.79e+06 wall_t:6190 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:38:03 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.35 loss:-0.01331 fps:1420 +frame:8.80e+06 wall_t:6196 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 22:38:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.29 total_reward_ma:-7.35 loss:-0.01134 fps:1420 +frame:8.81e+06 wall_t:6203 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:38:17 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.27 total_reward_ma:-7.35 loss:-0.01053 fps:1420 +frame:8.82e+06 wall_t:6210 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 22:38:25 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.27 total_reward_ma:-7.35 loss:-0.01179 fps:1420 +frame:8.83e+06 wall_t:6218 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 22:38:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.31 total_reward_ma:-7.35 loss:-0.01151 fps:1420 +frame:8.84e+06 wall_t:6225 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:38:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.31 total_reward_ma:-7.35 loss:-0.01278 fps:1420 +frame:8.85e+06 wall_t:6232 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:38:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.31 total_reward_ma:-7.35 loss:-0.01187 fps:1420 +frame:8.86e+06 wall_t:6238 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 22:38:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.33 total_reward_ma:-7.34 loss:-0.01225 fps:1420 +frame:8.87e+06 wall_t:6245 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:38:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.42 total_reward_ma:-7.34 loss:-0.01167 fps:1421 +frame:8.88e+06 wall_t:6251 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:39:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-7.34 loss:-0.01352 fps:1421 +frame:8.89e+06 wall_t:6257 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:39:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.42 total_reward_ma:-7.35 loss:-0.01196 fps:1421 +frame:8.90e+06 wall_t:6264 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:39:17 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.46 total_reward_ma:-7.35 loss:-0.01064 fps:1421 +frame:8.91e+06 wall_t:6270 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.112 +2026-01-07 22:39:23 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.47 total_reward_ma:-7.35 loss:-0.01292 fps:1421 +frame:8.92e+06 wall_t:6277 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:39:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.45 total_reward_ma:-7.35 loss:-0.01253 fps:1421 +frame:8.93e+06 wall_t:6283 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 22:39:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.42 total_reward_ma:-7.35 loss:-0.01141 fps:1421 +frame:8.94e+06 wall_t:6290 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:39:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.37 total_reward_ma:-7.35 loss:-0.01112 fps:1422 +frame:8.95e+06 wall_t:6296 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:39:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.35 loss:-0.01043 fps:1422 +frame:8.96e+06 wall_t:6303 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:39:56 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.35 loss:-0.01153 fps:1422 +frame:8.97e+06 wall_t:6309 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:40:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.27 total_reward_ma:-7.35 loss:-0.01166 fps:1422 +frame:8.98e+06 wall_t:6315 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:40:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.35 loss:-0.01108 fps:1422 +frame:8.99e+06 wall_t:6322 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.9686 +2026-01-07 22:40:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.26 total_reward_ma:-7.35 loss:-0.01053 fps:1422 +frame:9.00e+06 wall_t:6328 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.9184 +2026-01-07 22:40:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.25 total_reward_ma:-7.35 loss:-0.01051 fps:1422 +frame:9.01e+06 wall_t:6335 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:40:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.27 total_reward_ma:-7.35 loss:-0.01156 fps:1422 +frame:9.02e+06 wall_t:6342 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.9788 +2026-01-07 22:40:35 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.22 total_reward_ma:-7.35 loss:-0.01147 fps:1422 +frame:9.03e+06 wall_t:6348 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.9962 +2026-01-07 22:40:42 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.15 total_reward_ma:-7.35 loss:-0.01072 fps:1423 +frame:9.04e+06 wall_t:6355 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.9347 +2026-01-07 22:40:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.14 total_reward_ma:-7.35 loss:-0.01068 fps:1423 +frame:9.05e+06 wall_t:6361 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 22:40:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.13 total_reward_ma:-7.34 loss:-0.01141 fps:1423 +frame:9.06e+06 wall_t:6369 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 22:41:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.13 total_reward_ma:-7.34 loss:-0.01081 fps:1423 +frame:9.07e+06 wall_t:6376 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.9623 +2026-01-07 22:41:09 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.03 total_reward_ma:-7.34 loss:-0.01236 fps:1423 +frame:9.08e+06 wall_t:6382 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 22:41:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.01 total_reward_ma:-7.33 loss:-0.008859 fps:1423 +frame:9.09e+06 wall_t:6388 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.9627 +2026-01-07 22:41:21 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.33 loss:-0.01067 fps:1423 +frame:9.10e+06 wall_t:6394 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:41:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.00 total_reward_ma:-7.32 loss:-0.01096 fps:1423 +frame:9.11e+06 wall_t:6401 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.9901 +2026-01-07 22:41:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.00 total_reward_ma:-7.32 loss:-0.0108 fps:1423 +frame:9.12e+06 wall_t:6409 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:41:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.00 total_reward_ma:-7.32 loss:-0.01063 fps:1423 +frame:9.13e+06 wall_t:6416 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:41:49 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-7.31 loss:-0.01067 fps:1423 +frame:9.14e+06 wall_t:6423 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:41:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.31 loss:-0.01134 fps:1423 +frame:9.15e+06 wall_t:6431 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:42:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-7.30 loss:-0.01074 fps:1423 +frame:9.16e+06 wall_t:6438 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:42:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-7.30 loss:-0.01253 fps:1423 +frame:9.17e+06 wall_t:6445 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:42:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.29 loss:-0.01108 fps:1423 +frame:9.18e+06 wall_t:6453 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:42:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.95 total_reward_ma:-7.29 loss:-0.01107 fps:1423 +frame:9.19e+06 wall_t:6460 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 22:42:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.99 total_reward_ma:-7.28 loss:-0.01244 fps:1423 +frame:9.20e+06 wall_t:6467 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:42:41 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.97 total_reward_ma:-7.28 loss:-0.01088 fps:1423 +frame:9.21e+06 wall_t:6474 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.9721 +2026-01-07 22:42:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.98 total_reward_ma:-7.27 loss:-0.01105 fps:1423 +frame:9.22e+06 wall_t:6481 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 22:42:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.97 total_reward_ma:-7.27 loss:-0.01108 fps:1423 +frame:9.23e+06 wall_t:6487 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:43:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.26 loss:-0.01004 fps:1423 +frame:9.24e+06 wall_t:6493 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:43:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-7.25 loss:-0.01154 fps:1423 +frame:9.25e+06 wall_t:6499 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:43:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.87 total_reward_ma:-7.25 loss:-0.01029 fps:1424 +frame:9.26e+06 wall_t:6504 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 22:43:16 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-7.24 loss:-0.01041 fps:1424 +frame:9.27e+06 wall_t:6510 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.9659 +2026-01-07 22:43:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-7.24 loss:-0.009988 fps:1424 +frame:9.28e+06 wall_t:6515 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.9881 +2026-01-07 22:43:28 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.85 total_reward_ma:-7.23 loss:-0.01013 fps:1425 +frame:9.29e+06 wall_t:6521 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.9922 +2026-01-07 22:43:34 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-7.22 loss:-0.01081 fps:1425 +frame:9.30e+06 wall_t:6527 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:43:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.89 total_reward_ma:-7.22 loss:-0.01127 fps:1425 +frame:9.31e+06 wall_t:6533 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:43:48 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.87 total_reward_ma:-7.21 loss:-0.008587 fps:1425 +frame:9.32e+06 wall_t:6541 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.9399 +2026-01-07 22:43:55 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-7.21 loss:-0.01084 fps:1425 +frame:9.33e+06 wall_t:6548 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 22:44:01 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.87 total_reward_ma:-7.21 loss:-0.01124 fps:1425 +frame:9.34e+06 wall_t:6554 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:44:08 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.77 total_reward_ma:-7.20 loss:-0.01096 fps:1425 +frame:9.35e+06 wall_t:6562 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 22:44:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.20 loss:-0.01142 fps:1425 +frame:9.36e+06 wall_t:6569 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.9928 +2026-01-07 22:44:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.83 total_reward_ma:-7.19 loss:-0.01027 fps:1425 +frame:9.37e+06 wall_t:6575 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.9841 +2026-01-07 22:44:30 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.79 total_reward_ma:-7.19 loss:-0.011 fps:1425 +frame:9.38e+06 wall_t:6583 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.985 +2026-01-07 22:44:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.85 total_reward_ma:-7.18 loss:-0.00896 fps:1425 +frame:9.39e+06 wall_t:6590 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.989 +2026-01-07 22:44:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-7.18 loss:-0.01157 fps:1425 +frame:9.40e+06 wall_t:6597 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:44:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.85 total_reward_ma:-7.17 loss:-0.01108 fps:1425 +frame:9.41e+06 wall_t:6605 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:44:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-7.17 loss:-0.009478 fps:1425 +frame:9.42e+06 wall_t:6611 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.9431 +2026-01-07 22:45:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.16 loss:-0.0108 fps:1425 +frame:9.43e+06 wall_t:6618 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:45:11 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-7.16 loss:-0.01075 fps:1425 +frame:9.44e+06 wall_t:6624 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:45:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-7.15 loss:-0.01139 fps:1425 +frame:9.45e+06 wall_t:6631 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 22:45:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-7.15 loss:-0.009898 fps:1425 +frame:9.46e+06 wall_t:6637 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 22:45:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-7.14 loss:-0.01055 fps:1425 +frame:9.47e+06 wall_t:6645 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:45:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.91 total_reward_ma:-7.14 loss:-0.009939 fps:1425 +frame:9.48e+06 wall_t:6652 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:45:46 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.74 total_reward_ma:-7.13 loss:-0.01067 fps:1425 +frame:9.49e+06 wall_t:6659 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 22:45:52 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.73 total_reward_ma:-7.13 loss:-0.01105 fps:1425 +frame:9.50e+06 wall_t:6665 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 22:45:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.72 total_reward_ma:-7.12 loss:-0.01019 fps:1425 +frame:9.51e+06 wall_t:6673 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:46:06 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.76 total_reward_ma:-7.12 loss:-0.01071 fps:1425 +frame:9.52e+06 wall_t:6679 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:46:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.77 total_reward_ma:-7.11 loss:-0.0102 fps:1425 +frame:9.53e+06 wall_t:6686 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 22:46:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.78 total_reward_ma:-7.11 loss:-0.01091 fps:1426 +frame:9.54e+06 wall_t:6692 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:46:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.10 loss:-0.01042 fps:1426 +frame:9.55e+06 wall_t:6699 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:46:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.82 total_reward_ma:-7.10 loss:-0.01099 fps:1426 +frame:9.56e+06 wall_t:6705 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 22:46:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.79 total_reward_ma:-7.10 loss:-0.01107 fps:1426 +frame:9.57e+06 wall_t:6711 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 22:46:45 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.75 total_reward_ma:-7.09 loss:-0.01072 fps:1426 +frame:9.58e+06 wall_t:6718 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:46:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.61 total_reward_ma:-7.09 loss:-0.0124 fps:1426 +frame:9.59e+06 wall_t:6725 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:46:59 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.61 total_reward_ma:-7.08 loss:-0.01118 fps:1426 +frame:9.60e+06 wall_t:6732 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:47:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.62 total_reward_ma:-7.07 loss:-0.01139 fps:1426 +frame:9.61e+06 wall_t:6739 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.08 +2026-01-07 22:47:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.66 total_reward_ma:-7.07 loss:-0.01153 fps:1426 +frame:9.62e+06 wall_t:6745 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.081 +2026-01-07 22:47:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.65 total_reward_ma:-7.06 loss:-0.01138 fps:1426 +frame:9.63e+06 wall_t:6752 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.086 +2026-01-07 22:47:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.60 total_reward_ma:-7.06 loss:-0.01126 fps:1426 +frame:9.64e+06 wall_t:6760 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.108 +2026-01-07 22:47:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.59 total_reward_ma:-7.05 loss:-0.01087 fps:1426 +frame:9.65e+06 wall_t:6766 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.095 +2026-01-07 22:47:40 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.53 total_reward_ma:-7.04 loss:-0.01033 fps:1426 +frame:9.66e+06 wall_t:6773 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.122 +2026-01-07 22:47:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.58 total_reward_ma:-7.03 loss:-0.008855 fps:1426 +frame:9.67e+06 wall_t:6780 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.9929 +2026-01-07 22:47:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.51 total_reward_ma:-7.02 loss:-0.009509 fps:1426 +frame:9.68e+06 wall_t:6787 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.088 +2026-01-07 22:48:00 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.49 total_reward_ma:-7.01 loss:-0.0114 fps:1426 +frame:9.69e+06 wall_t:6793 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.026 +2026-01-07 22:48:07 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.53 total_reward_ma:-7.01 loss:-0.01032 fps:1426 +frame:9.70e+06 wall_t:6800 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.042 +2026-01-07 22:48:15 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.49 total_reward_ma:-7.00 loss:-0.009666 fps:1426 +frame:9.71e+06 wall_t:6808 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.051 +2026-01-07 22:48:22 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.49 total_reward_ma:-6.99 loss:-0.01088 fps:1426 +frame:9.72e+06 wall_t:6815 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.055 +2026-01-07 22:48:29 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.49 total_reward_ma:-6.98 loss:-0.009749 fps:1426 +frame:9.73e+06 wall_t:6822 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.9865 +2026-01-07 22:48:36 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.48 total_reward_ma:-6.97 loss:-0.008227 fps:1426 +frame:9.74e+06 wall_t:6829 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.9499 +2026-01-07 22:48:43 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.36 total_reward_ma:-6.96 loss:-0.01094 fps:1426 +frame:9.75e+06 wall_t:6836 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.04 +2026-01-07 22:48:50 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.37 total_reward_ma:-6.95 loss:-0.01044 fps:1426 +frame:9.76e+06 wall_t:6843 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.052 +2026-01-07 22:48:57 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.37 total_reward_ma:-6.94 loss:-0.009271 fps:1426 +frame:9.77e+06 wall_t:6850 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.053 +2026-01-07 22:49:04 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.35 total_reward_ma:-6.93 loss:-0.009706 fps:1426 +frame:9.78e+06 wall_t:6858 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.039 +2026-01-07 22:49:12 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.37 total_reward_ma:-6.92 loss:-0.008952 fps:1426 +frame:9.79e+06 wall_t:6865 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.034 +2026-01-07 22:49:19 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.34 total_reward_ma:-6.91 loss:-0.009361 fps:1426 +frame:9.80e+06 wall_t:6872 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.042 +2026-01-07 22:49:26 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.31 total_reward_ma:-6.90 loss:-0.009397 fps:1426 +frame:9.81e+06 wall_t:6879 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.039 +2026-01-07 22:49:33 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.26 total_reward_ma:-6.89 loss:-0.01001 fps:1426 +frame:9.82e+06 wall_t:6886 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.053 +2026-01-07 22:49:39 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.23 total_reward_ma:-6.88 loss:-0.01064 fps:1426 +frame:9.83e+06 wall_t:6893 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.017 +2026-01-07 22:49:47 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.22 total_reward_ma:-6.87 loss:-0.009623 fps:1426 +frame:9.84e+06 wall_t:6900 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.062 +2026-01-07 22:49:54 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.24 total_reward_ma:-6.86 loss:-0.01055 fps:1426 +frame:9.85e+06 wall_t:6907 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.051 +2026-01-07 22:50:02 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.24 total_reward_ma:-6.85 loss:-0.01132 fps:1426 +frame:9.86e+06 wall_t:6915 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.088 +2026-01-07 22:50:10 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.19 total_reward_ma:-6.84 loss:-0.009676 fps:1426 +frame:9.87e+06 wall_t:6923 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.076 +2026-01-07 22:50:18 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.18 total_reward_ma:-6.83 loss:-0.009796 fps:1425 +frame:9.88e+06 wall_t:6931 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.097 +2026-01-07 22:50:24 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.18 total_reward_ma:-6.81 loss:-0.01118 fps:1425 +frame:9.89e+06 wall_t:6938 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.1 +2026-01-07 22:50:31 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.21 total_reward_ma:-6.80 loss:-0.009729 fps:1426 +frame:9.90e+06 wall_t:6944 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.086 +2026-01-07 22:50:37 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.14 total_reward_ma:-6.79 loss:-0.01004 fps:1426 +frame:9.91e+06 wall_t:6951 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.026 +2026-01-07 22:50:44 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.13 total_reward_ma:-6.78 loss:-0.008965 fps:1426 +frame:9.92e+06 wall_t:6957 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.087 +2026-01-07 22:50:51 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.15 total_reward_ma:-6.76 loss:-0.009067 fps:1426 +frame:9.93e+06 wall_t:6964 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.124 +2026-01-07 22:50:58 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.12 total_reward_ma:-6.75 loss:-0.009013 fps:1426 +frame:9.94e+06 wall_t:6971 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.084 +2026-01-07 22:51:05 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.06 total_reward_ma:-6.74 loss:-0.009658 fps:1426 +frame:9.95e+06 wall_t:6979 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.058 +2026-01-07 22:51:13 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.11 total_reward_ma:-6.73 loss:-0.009552 fps:1426 +frame:9.96e+06 wall_t:6986 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.062 +2026-01-07 22:51:20 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.05 total_reward_ma:-6.71 loss:-0.007514 fps:1426 +frame:9.97e+06 wall_t:6993 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.002 +2026-01-07 22:51:27 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.07 total_reward_ma:-6.70 loss:-0.008656 fps:1426 +frame:9.98e+06 wall_t:7000 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.018 +2026-01-07 22:51:32 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.07 total_reward_ma:-6.69 loss:-0.008433 fps:1426 +frame:9.99e+06 wall_t:7006 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.063 +2026-01-07 22:51:38 | INFO | PID:2120 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_surround_t0_s1 [train] +total_reward:-6.20 total_reward_ma:-6.68 loss:-0.008328 fps:1426 +frame:1.00e+07 wall_t:7012 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.02 +2026-01-07 22:51:39 | INFO | PID:2120 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s2.log b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..cc61268d93e5a47d4a8cc3d8b57ba36d4c96ab4c --- /dev/null +++ b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 20:54:44 | INFO | PID:2121 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:55:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-0.01248 fps:285.7 +frame:1.00e+04 wall_t:35 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.518 +2026-01-07 20:55:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01115 fps:454.5 +frame:2.00e+04 wall_t:44 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.572 +2026-01-07 20:55:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01116 fps:576.9 +frame:3.00e+04 wall_t:52 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.57 +2026-01-07 20:55:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01286 fps:645.2 +frame:4.00e+04 wall_t:62 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.571 +2026-01-07 20:55:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01447 fps:704.2 +frame:5.00e+04 wall_t:71 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.601 +2026-01-07 20:56:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01343 fps:759.5 +frame:6.00e+04 wall_t:79 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.587 +2026-01-07 20:56:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01522 fps:804.6 +frame:7.00e+04 wall_t:87 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.592 +2026-01-07 20:56:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01547 fps:833.3 +frame:8.00e+04 wall_t:96 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.582 +2026-01-07 20:56:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01543 fps:873.8 +frame:9.00e+04 wall_t:103 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.573 +2026-01-07 20:56:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01713 fps:900.9 +frame:1.00e+05 wall_t:111 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.569 +2026-01-07 20:56:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01623 fps:932.2 +frame:1.10e+05 wall_t:118 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.569 +2026-01-07 20:56:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.0176 fps:944.9 +frame:1.20e+05 wall_t:127 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.567 +2026-01-07 20:57:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.01544 fps:963 +frame:1.30e+05 wall_t:135 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.558 +2026-01-07 20:57:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.01574 fps:972.2 +frame:1.40e+05 wall_t:144 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.556 +2026-01-07 20:57:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.01901 fps:980.4 +frame:1.50e+05 wall_t:153 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.523 +2026-01-07 20:57:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01409 fps:1000 +frame:1.60e+05 wall_t:160 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.523 +2026-01-07 20:57:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01708 fps:1012 +frame:1.70e+05 wall_t:168 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.51 +2026-01-07 20:57:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01686 fps:1029 +frame:1.80e+05 wall_t:175 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.491 +2026-01-07 20:57:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01537 fps:1038 +frame:1.90e+05 wall_t:183 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.482 +2026-01-07 20:57:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01694 fps:1047 +frame:2.00e+05 wall_t:191 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.438 +2026-01-07 20:58:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01524 fps:1055 +frame:2.10e+05 wall_t:199 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.485 +2026-01-07 20:58:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.01587 fps:1063 +frame:2.20e+05 wall_t:207 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.514 +2026-01-07 20:58:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.01616 fps:1075 +frame:2.30e+05 wall_t:214 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.527 +2026-01-07 20:58:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.01413 fps:1081 +frame:2.40e+05 wall_t:222 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.505 +2026-01-07 20:58:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.01629 fps:1087 +frame:2.50e+05 wall_t:230 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.486 +2026-01-07 20:58:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.0169 fps:1092 +frame:2.60e+05 wall_t:238 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.473 +2026-01-07 20:58:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.99 total_reward_ma:-9.99 loss:-0.01811 fps:1098 +frame:2.70e+05 wall_t:246 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.498 +2026-01-07 20:59:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01597 fps:1102 +frame:2.80e+05 wall_t:254 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.477 +2026-01-07 20:59:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-9.99 loss:-0.01649 fps:1107 +frame:2.90e+05 wall_t:262 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.462 +2026-01-07 20:59:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.01723 fps:1111 +frame:3.00e+05 wall_t:270 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.463 +2026-01-07 20:59:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.01674 fps:1115 +frame:3.10e+05 wall_t:278 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.439 +2026-01-07 20:59:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.98 loss:-0.01756 fps:1119 +frame:3.20e+05 wall_t:286 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.433 +2026-01-07 20:59:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.01809 fps:1119 +frame:3.30e+05 wall_t:295 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.461 +2026-01-07 20:59:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.01569 fps:1118 +frame:3.40e+05 wall_t:304 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.397 +2026-01-07 20:59:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.01544 fps:1125 +frame:3.50e+05 wall_t:311 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.44 +2026-01-07 21:00:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.01681 fps:1129 +frame:3.60e+05 wall_t:319 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.445 +2026-01-07 21:00:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.98 loss:-0.01693 fps:1131 +frame:3.70e+05 wall_t:327 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.462 +2026-01-07 21:00:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.01589 fps:1138 +frame:3.80e+05 wall_t:334 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.403 +2026-01-07 21:00:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.01742 fps:1140 +frame:3.90e+05 wall_t:342 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.412 +2026-01-07 21:00:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.01697 fps:1143 +frame:4.00e+05 wall_t:350 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.443 +2026-01-07 21:00:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.0163 fps:1145 +frame:4.10e+05 wall_t:358 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.431 +2026-01-07 21:00:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01662 fps:1144 +frame:4.20e+05 wall_t:367 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.394 +2026-01-07 21:01:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.01499 fps:1150 +frame:4.30e+05 wall_t:374 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.39 +2026-01-07 21:01:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.01542 fps:1152 +frame:4.40e+05 wall_t:382 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.446 +2026-01-07 21:01:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.01756 fps:1154 +frame:4.50e+05 wall_t:390 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.429 +2026-01-07 21:01:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.97 loss:-0.01761 fps:1156 +frame:4.60e+05 wall_t:398 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.422 +2026-01-07 21:01:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.01621 fps:1160 +frame:4.70e+05 wall_t:405 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.439 +2026-01-07 21:01:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.97 loss:-0.01603 fps:1162 +frame:4.80e+05 wall_t:413 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.355 +2026-01-07 21:01:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-0.01537 fps:1167 +frame:4.90e+05 wall_t:420 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.351 +2026-01-07 21:01:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-0.01602 fps:1168 +frame:5.00e+05 wall_t:428 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.385 +2026-01-07 21:02:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-0.01558 fps:1167 +frame:5.10e+05 wall_t:437 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.373 +2026-01-07 21:02:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.96 loss:-0.01593 fps:1171 +frame:5.20e+05 wall_t:444 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.351 +2026-01-07 21:02:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.96 loss:-0.01577 fps:1175 +frame:5.30e+05 wall_t:451 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.351 +2026-01-07 21:02:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.95 loss:-0.01536 fps:1176 +frame:5.40e+05 wall_t:459 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.295 +2026-01-07 21:02:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.95 loss:-0.01637 fps:1180 +frame:5.50e+05 wall_t:466 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.322 +2026-01-07 21:02:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.95 loss:-0.01661 fps:1181 +frame:5.60e+05 wall_t:474 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.411 +2026-01-07 21:02:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.94 loss:-0.01628 fps:1183 +frame:5.70e+05 wall_t:482 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.395 +2026-01-07 21:02:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.94 loss:-0.01474 fps:1184 +frame:5.80e+05 wall_t:490 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.388 +2026-01-07 21:03:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.94 loss:-0.01486 fps:1187 +frame:5.90e+05 wall_t:497 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.397 +2026-01-07 21:03:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.94 loss:-0.01641 fps:1190 +frame:6.00e+05 wall_t:504 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.369 +2026-01-07 21:03:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.94 loss:-0.01492 fps:1194 +frame:6.10e+05 wall_t:511 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.351 +2026-01-07 21:03:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.93 loss:-0.01749 fps:1195 +frame:6.20e+05 wall_t:519 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.327 +2026-01-07 21:03:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.93 loss:-0.0173 fps:1193 +frame:6.30e+05 wall_t:528 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.36 +2026-01-07 21:03:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.93 loss:-0.01436 fps:1196 +frame:6.40e+05 wall_t:535 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.304 +2026-01-07 21:03:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-0.01379 fps:1199 +frame:6.50e+05 wall_t:542 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.315 +2026-01-07 21:03:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.93 loss:-0.01691 fps:1200 +frame:6.60e+05 wall_t:550 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.35 +2026-01-07 21:04:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.93 loss:-0.01667 fps:1201 +frame:6.70e+05 wall_t:558 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.356 +2026-01-07 21:04:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.93 loss:-0.01636 fps:1204 +frame:6.80e+05 wall_t:565 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.394 +2026-01-07 21:04:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.93 loss:-0.01576 fps:1202 +frame:6.90e+05 wall_t:574 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.369 +2026-01-07 21:04:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-0.01423 fps:1201 +frame:7.00e+05 wall_t:583 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.347 +2026-01-07 21:04:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-0.01663 fps:1201 +frame:7.10e+05 wall_t:591 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.381 +2026-01-07 21:04:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-0.01476 fps:1202 +frame:7.20e+05 wall_t:599 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.35 +2026-01-07 21:04:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-0.01526 fps:1205 +frame:7.30e+05 wall_t:606 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.305 +2026-01-07 21:05:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.92 loss:-0.01481 fps:1205 +frame:7.40e+05 wall_t:614 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.362 +2026-01-07 21:05:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-0.01694 fps:1208 +frame:7.50e+05 wall_t:621 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.344 +2026-01-07 21:05:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-0.01695 fps:1208 +frame:7.60e+05 wall_t:629 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.403 +2026-01-07 21:05:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.92 loss:-0.01625 fps:1211 +frame:7.70e+05 wall_t:636 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.358 +2026-01-07 21:05:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.92 loss:-0.01638 fps:1213 +frame:7.80e+05 wall_t:643 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.354 +2026-01-07 21:05:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.92 loss:-0.01566 fps:1214 +frame:7.90e+05 wall_t:651 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.351 +2026-01-07 21:05:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.91 loss:-0.01528 fps:1214 +frame:8.00e+05 wall_t:659 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.364 +2026-01-07 21:05:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.91 loss:-0.01712 fps:1214 +frame:8.10e+05 wall_t:667 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.372 +2026-01-07 21:06:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.91 loss:-0.01661 fps:1215 +frame:8.20e+05 wall_t:675 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.328 +2026-01-07 21:06:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.91 loss:-0.0148 fps:1215 +frame:8.30e+05 wall_t:683 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.348 +2026-01-07 21:06:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.91 loss:-0.01529 fps:1217 +frame:8.40e+05 wall_t:690 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.346 +2026-01-07 21:06:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.91 loss:-0.01568 fps:1218 +frame:8.50e+05 wall_t:698 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.362 +2026-01-07 21:06:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.90 loss:-0.01596 fps:1220 +frame:8.60e+05 wall_t:705 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.345 +2026-01-07 21:06:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.90 loss:-0.01587 fps:1220 +frame:8.70e+05 wall_t:713 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.34 +2026-01-07 21:06:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.90 loss:-0.01344 fps:1222 +frame:8.80e+05 wall_t:720 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.326 +2026-01-07 21:06:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.90 loss:-0.01435 fps:1223 +frame:8.90e+05 wall_t:728 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.327 +2026-01-07 21:07:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.90 loss:-0.01607 fps:1223 +frame:9.00e+05 wall_t:736 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.313 +2026-01-07 21:07:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.90 loss:-0.01369 fps:1223 +frame:9.10e+05 wall_t:744 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.308 +2026-01-07 21:07:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.90 loss:-0.01427 fps:1225 +frame:9.20e+05 wall_t:751 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.301 +2026-01-07 21:07:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.90 loss:-0.01619 fps:1225 +frame:9.30e+05 wall_t:759 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.327 +2026-01-07 21:07:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.89 loss:-0.01526 fps:1226 +frame:9.40e+05 wall_t:767 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.356 +2026-01-07 21:07:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.89 loss:-0.01577 fps:1226 +frame:9.50e+05 wall_t:775 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.361 +2026-01-07 21:07:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.89 loss:-0.01441 fps:1226 +frame:9.60e+05 wall_t:783 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.276 +2026-01-07 21:07:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.89 loss:-0.01397 fps:1226 +frame:9.70e+05 wall_t:791 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.272 +2026-01-07 21:08:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.89 loss:-0.01446 fps:1227 +frame:9.80e+05 wall_t:799 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.308 +2026-01-07 21:08:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.89 loss:-0.01546 fps:1227 +frame:9.90e+05 wall_t:807 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.352 +2026-01-07 21:08:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.89 loss:-0.01636 fps:1225 +frame:1.00e+06 wall_t:816 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.357 +2026-01-07 21:08:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.89 loss:-0.01526 fps:1227 +frame:1.01e+06 wall_t:823 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.347 +2026-01-07 21:08:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.88 loss:-0.01624 fps:1226 +frame:1.02e+06 wall_t:832 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.348 +2026-01-07 21:08:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.88 loss:-0.01502 fps:1229 +frame:1.03e+06 wall_t:838 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.298 +2026-01-07 21:08:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.88 loss:-0.01596 fps:1229 +frame:1.04e+06 wall_t:846 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.329 +2026-01-07 21:09:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.88 loss:-0.01612 fps:1230 +frame:1.05e+06 wall_t:854 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.321 +2026-01-07 21:09:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.88 loss:-0.01454 fps:1230 +frame:1.06e+06 wall_t:862 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.339 +2026-01-07 21:09:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.87 loss:-0.01364 fps:1230 +frame:1.07e+06 wall_t:870 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.262 +2026-01-07 21:09:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.87 loss:-0.01519 fps:1231 +frame:1.08e+06 wall_t:877 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.234 +2026-01-07 21:09:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.87 loss:-0.01455 fps:1232 +frame:1.09e+06 wall_t:885 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.309 +2026-01-07 21:09:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.87 loss:-0.01345 fps:1232 +frame:1.10e+06 wall_t:893 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.306 +2026-01-07 21:09:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.87 loss:-0.01566 fps:1232 +frame:1.11e+06 wall_t:901 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.379 +2026-01-07 21:09:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.86 loss:-0.01597 fps:1233 +frame:1.12e+06 wall_t:908 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.361 +2026-01-07 21:10:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.86 loss:-0.01602 fps:1234 +frame:1.13e+06 wall_t:916 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.346 +2026-01-07 21:10:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.86 loss:-0.01627 fps:1234 +frame:1.14e+06 wall_t:924 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.355 +2026-01-07 21:10:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.86 loss:-0.01508 fps:1234 +frame:1.15e+06 wall_t:932 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.279 +2026-01-07 21:10:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.86 loss:-0.01644 fps:1235 +frame:1.16e+06 wall_t:939 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.361 +2026-01-07 21:10:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.85 loss:-0.01651 fps:1235 +frame:1.17e+06 wall_t:947 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.326 +2026-01-07 21:10:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.85 loss:-0.01529 fps:1236 +frame:1.18e+06 wall_t:955 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.313 +2026-01-07 21:10:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.85 loss:-0.01434 fps:1236 +frame:1.19e+06 wall_t:963 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.36 +2026-01-07 21:10:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.85 loss:-0.01387 fps:1237 +frame:1.20e+06 wall_t:970 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.317 +2026-01-07 21:11:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.85 loss:-0.01625 fps:1236 +frame:1.21e+06 wall_t:979 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.33 +2026-01-07 21:11:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.85 loss:-0.01464 fps:1235 +frame:1.22e+06 wall_t:988 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.304 +2026-01-07 21:11:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.85 loss:-0.01415 fps:1236 +frame:1.23e+06 wall_t:995 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.284 +2026-01-07 21:11:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.84 loss:-0.01461 fps:1236 +frame:1.24e+06 wall_t:1003 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.272 +2026-01-07 21:11:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.84 loss:-0.0149 fps:1235 +frame:1.25e+06 wall_t:1012 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.313 +2026-01-07 21:11:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.84 loss:-0.015 fps:1234 +frame:1.26e+06 wall_t:1021 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.29 +2026-01-07 21:11:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.84 loss:-0.01451 fps:1234 +frame:1.27e+06 wall_t:1029 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.258 +2026-01-07 21:12:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.84 loss:-0.01366 fps:1234 +frame:1.28e+06 wall_t:1037 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.285 +2026-01-07 21:12:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.83 loss:-0.01659 fps:1237 +frame:1.29e+06 wall_t:1043 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.33 +2026-01-07 21:12:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01667 fps:1237 +frame:1.30e+06 wall_t:1051 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.335 +2026-01-07 21:12:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01519 fps:1236 +frame:1.31e+06 wall_t:1060 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.371 +2026-01-07 21:12:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.83 loss:-0.01541 fps:1235 +frame:1.32e+06 wall_t:1069 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.361 +2026-01-07 21:12:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.83 loss:-0.01435 fps:1234 +frame:1.33e+06 wall_t:1078 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.368 +2026-01-07 21:12:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.83 loss:-0.0153 fps:1235 +frame:1.34e+06 wall_t:1085 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.357 +2026-01-07 21:12:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.82 loss:-0.01707 fps:1235 +frame:1.35e+06 wall_t:1093 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.389 +2026-01-07 21:13:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.82 loss:-0.01661 fps:1235 +frame:1.36e+06 wall_t:1101 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.381 +2026-01-07 21:13:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.82 loss:-0.01519 fps:1236 +frame:1.37e+06 wall_t:1108 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.347 +2026-01-07 21:13:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.82 loss:-0.01539 fps:1237 +frame:1.38e+06 wall_t:1116 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.363 +2026-01-07 21:13:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.82 loss:-0.01753 fps:1236 +frame:1.39e+06 wall_t:1125 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.338 +2026-01-07 21:13:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.81 loss:-0.01748 fps:1236 +frame:1.40e+06 wall_t:1133 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.388 +2026-01-07 21:13:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.01413 fps:1236 +frame:1.41e+06 wall_t:1141 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.361 +2026-01-07 21:13:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.01671 fps:1236 +frame:1.42e+06 wall_t:1149 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.361 +2026-01-07 21:14:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.01603 fps:1237 +frame:1.43e+06 wall_t:1156 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.368 +2026-01-07 21:14:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.81 loss:-0.01531 fps:1236 +frame:1.44e+06 wall_t:1165 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.355 +2026-01-07 21:14:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.81 loss:-0.01375 fps:1236 +frame:1.45e+06 wall_t:1173 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.347 +2026-01-07 21:14:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.80 loss:-0.01811 fps:1237 +frame:1.46e+06 wall_t:1180 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.358 +2026-01-07 21:14:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.80 loss:-0.01532 fps:1238 +frame:1.47e+06 wall_t:1187 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.314 +2026-01-07 21:14:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01601 fps:1238 +frame:1.48e+06 wall_t:1195 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.319 +2026-01-07 21:14:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01624 fps:1239 +frame:1.49e+06 wall_t:1203 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.351 +2026-01-07 21:15:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01703 fps:1237 +frame:1.50e+06 wall_t:1213 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.364 +2026-01-07 21:15:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.80 loss:-0.01583 fps:1237 +frame:1.51e+06 wall_t:1221 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.364 +2026-01-07 21:15:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.80 loss:-0.01683 fps:1237 +frame:1.52e+06 wall_t:1229 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.37 +2026-01-07 21:15:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.80 loss:-0.01536 fps:1237 +frame:1.53e+06 wall_t:1237 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.349 +2026-01-07 21:15:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.80 loss:-0.01514 fps:1238 +frame:1.54e+06 wall_t:1244 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.368 +2026-01-07 21:15:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.80 loss:-0.01477 fps:1239 +frame:1.55e+06 wall_t:1251 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.409 +2026-01-07 21:15:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.80 loss:-0.01727 fps:1239 +frame:1.56e+06 wall_t:1259 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.358 +2026-01-07 21:15:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.80 loss:-0.01642 fps:1239 +frame:1.57e+06 wall_t:1267 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.34 +2026-01-07 21:16:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.80 loss:-0.01607 fps:1240 +frame:1.58e+06 wall_t:1274 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.375 +2026-01-07 21:16:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.80 loss:-0.0153 fps:1239 +frame:1.59e+06 wall_t:1283 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.363 +2026-01-07 21:16:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.80 loss:-0.01617 fps:1239 +frame:1.60e+06 wall_t:1291 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.395 +2026-01-07 21:16:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.80 loss:-0.0149 fps:1239 +frame:1.61e+06 wall_t:1299 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.393 +2026-01-07 21:16:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.01811 fps:1240 +frame:1.62e+06 wall_t:1306 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.332 +2026-01-07 21:16:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.01508 fps:1241 +frame:1.63e+06 wall_t:1313 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.348 +2026-01-07 21:16:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.79 loss:-0.01605 fps:1241 +frame:1.64e+06 wall_t:1321 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.369 +2026-01-07 21:16:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.79 loss:-0.01646 fps:1242 +frame:1.65e+06 wall_t:1328 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.351 +2026-01-07 21:17:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.79 loss:-0.0161 fps:1243 +frame:1.66e+06 wall_t:1336 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.338 +2026-01-07 21:17:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.79 loss:-0.01718 fps:1243 +frame:1.67e+06 wall_t:1343 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.35 +2026-01-07 21:17:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.79 loss:-0.01477 fps:1243 +frame:1.68e+06 wall_t:1352 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.38 +2026-01-07 21:17:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.01651 fps:1243 +frame:1.69e+06 wall_t:1360 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.365 +2026-01-07 21:17:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.79 loss:-0.01703 fps:1243 +frame:1.70e+06 wall_t:1368 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.352 +2026-01-07 21:17:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.79 loss:-0.01674 fps:1243 +frame:1.71e+06 wall_t:1376 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.357 +2026-01-07 21:17:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.01635 fps:1243 +frame:1.72e+06 wall_t:1384 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.362 +2026-01-07 21:18:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.79 loss:-0.01595 fps:1241 +frame:1.73e+06 wall_t:1394 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.361 +2026-01-07 21:18:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.79 loss:-0.01425 fps:1240 +frame:1.74e+06 wall_t:1403 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.348 +2026-01-07 21:18:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.79 loss:-0.01692 fps:1239 +frame:1.75e+06 wall_t:1412 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.336 +2026-01-07 21:18:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.79 loss:-0.01609 fps:1239 +frame:1.76e+06 wall_t:1421 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.33 +2026-01-07 21:18:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.79 loss:-0.01519 fps:1239 +frame:1.77e+06 wall_t:1429 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.279 +2026-01-07 21:18:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.01539 fps:1238 +frame:1.78e+06 wall_t:1438 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.313 +2026-01-07 21:18:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.01597 fps:1237 +frame:1.79e+06 wall_t:1447 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.319 +2026-01-07 21:19:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.79 loss:-0.01326 fps:1236 +frame:1.80e+06 wall_t:1456 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.328 +2026-01-07 21:19:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.01491 fps:1236 +frame:1.81e+06 wall_t:1464 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.33 +2026-01-07 21:19:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.01565 fps:1237 +frame:1.82e+06 wall_t:1471 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.317 +2026-01-07 21:19:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.79 loss:-0.015 fps:1237 +frame:1.83e+06 wall_t:1479 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.362 +2026-01-07 21:19:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.79 loss:-0.01536 fps:1237 +frame:1.84e+06 wall_t:1488 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.323 +2026-01-07 21:19:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.79 loss:-0.01582 fps:1237 +frame:1.85e+06 wall_t:1496 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.393 +2026-01-07 21:19:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.79 loss:-0.01793 fps:1237 +frame:1.86e+06 wall_t:1504 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.285 +2026-01-07 21:19:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.79 loss:-0.01485 fps:1237 +frame:1.87e+06 wall_t:1512 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.351 +2026-01-07 21:20:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.79 loss:-0.01518 fps:1237 +frame:1.88e+06 wall_t:1520 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.351 +2026-01-07 21:20:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.79 loss:-0.01696 fps:1237 +frame:1.89e+06 wall_t:1528 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.348 +2026-01-07 21:20:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.79 loss:-0.01579 fps:1237 +frame:1.90e+06 wall_t:1536 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.291 +2026-01-07 21:20:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.79 loss:-0.01544 fps:1237 +frame:1.91e+06 wall_t:1544 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.303 +2026-01-07 21:20:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.79 loss:-0.01492 fps:1238 +frame:1.92e+06 wall_t:1551 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.33 +2026-01-07 21:20:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.79 loss:-0.01734 fps:1238 +frame:1.93e+06 wall_t:1559 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.35 +2026-01-07 21:20:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.79 loss:-0.0159 fps:1238 +frame:1.94e+06 wall_t:1567 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.349 +2026-01-07 21:21:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.79 loss:-0.01559 fps:1239 +frame:1.95e+06 wall_t:1574 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.332 +2026-01-07 21:21:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.79 loss:-0.01577 fps:1240 +frame:1.96e+06 wall_t:1581 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.354 +2026-01-07 21:21:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.79 loss:-0.01552 fps:1241 +frame:1.97e+06 wall_t:1588 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.322 +2026-01-07 21:21:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.79 loss:-0.01568 fps:1241 +frame:1.98e+06 wall_t:1595 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.324 +2026-01-07 21:21:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.79 loss:-0.01751 fps:1241 +frame:1.99e+06 wall_t:1604 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.362 +2026-01-07 21:21:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.79 loss:-0.01653 fps:1240 +frame:2.00e+06 wall_t:1613 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.359 +2026-01-07 21:21:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.79 loss:-0.01606 fps:1240 +frame:2.01e+06 wall_t:1621 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.32 +2026-01-07 21:21:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.79 loss:-0.01608 fps:1240 +frame:2.02e+06 wall_t:1629 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.299 +2026-01-07 21:22:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.79 loss:-0.01619 fps:1241 +frame:2.03e+06 wall_t:1636 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.326 +2026-01-07 21:22:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.79 loss:-0.0186 fps:1241 +frame:2.04e+06 wall_t:1644 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.322 +2026-01-07 21:22:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.78 loss:-0.01634 fps:1242 +frame:2.05e+06 wall_t:1651 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.332 +2026-01-07 21:22:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.78 loss:-0.01554 fps:1242 +frame:2.06e+06 wall_t:1659 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.343 +2026-01-07 21:22:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.78 loss:-0.01589 fps:1242 +frame:2.07e+06 wall_t:1667 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.349 +2026-01-07 21:22:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.78 loss:-0.01631 fps:1242 +frame:2.08e+06 wall_t:1675 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.351 +2026-01-07 21:22:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.78 loss:-0.01581 fps:1242 +frame:2.09e+06 wall_t:1683 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.367 +2026-01-07 21:22:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.78 loss:-0.0158 fps:1243 +frame:2.10e+06 wall_t:1690 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.364 +2026-01-07 21:23:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.78 loss:-0.01483 fps:1243 +frame:2.11e+06 wall_t:1698 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.384 +2026-01-07 21:23:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.78 loss:-0.01451 fps:1243 +frame:2.12e+06 wall_t:1706 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.353 +2026-01-07 21:23:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.62 total_reward_ma:-9.77 loss:-0.0194 fps:1243 +frame:2.13e+06 wall_t:1714 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.349 +2026-01-07 21:23:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.62 total_reward_ma:-9.77 loss:-0.01482 fps:1243 +frame:2.14e+06 wall_t:1721 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.38 +2026-01-07 21:23:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.77 loss:-0.01667 fps:1243 +frame:2.15e+06 wall_t:1729 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.418 +2026-01-07 21:23:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.77 loss:-0.01621 fps:1244 +frame:2.16e+06 wall_t:1736 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.381 +2026-01-07 21:23:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.77 loss:-0.01677 fps:1244 +frame:2.17e+06 wall_t:1744 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.396 +2026-01-07 21:23:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.77 loss:-0.0161 fps:1245 +frame:2.18e+06 wall_t:1751 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.366 +2026-01-07 21:24:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.76 loss:-0.0178 fps:1245 +frame:2.19e+06 wall_t:1759 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.385 +2026-01-07 21:24:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.76 loss:-0.01729 fps:1245 +frame:2.20e+06 wall_t:1767 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.41 +2026-01-07 21:24:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.76 loss:-0.01631 fps:1245 +frame:2.21e+06 wall_t:1775 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.367 +2026-01-07 21:24:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.76 loss:-0.01658 fps:1246 +frame:2.22e+06 wall_t:1782 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.393 +2026-01-07 21:24:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.76 loss:-0.01648 fps:1246 +frame:2.23e+06 wall_t:1790 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.386 +2026-01-07 21:24:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.76 loss:-0.01447 fps:1244 +frame:2.24e+06 wall_t:1800 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.347 +2026-01-07 21:24:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.76 loss:-0.01713 fps:1244 +frame:2.25e+06 wall_t:1809 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.393 +2026-01-07 21:25:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.75 loss:-0.01682 fps:1244 +frame:2.26e+06 wall_t:1816 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.378 +2026-01-07 21:25:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.75 loss:-0.01616 fps:1245 +frame:2.27e+06 wall_t:1824 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.372 +2026-01-07 21:25:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.75 loss:-0.01693 fps:1245 +frame:2.28e+06 wall_t:1832 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.389 +2026-01-07 21:25:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.75 loss:-0.01602 fps:1244 +frame:2.29e+06 wall_t:1841 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.364 +2026-01-07 21:25:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.75 loss:-0.01658 fps:1245 +frame:2.30e+06 wall_t:1848 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.375 +2026-01-07 21:25:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.75 loss:-0.01534 fps:1245 +frame:2.31e+06 wall_t:1855 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.345 +2026-01-07 21:25:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.75 loss:-0.01478 fps:1245 +frame:2.32e+06 wall_t:1863 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.316 +2026-01-07 21:25:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.76 loss:-0.0152 fps:1245 +frame:2.33e+06 wall_t:1872 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.315 +2026-01-07 21:26:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.76 loss:-0.01631 fps:1245 +frame:2.34e+06 wall_t:1880 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.343 +2026-01-07 21:26:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.76 loss:-0.01669 fps:1244 +frame:2.35e+06 wall_t:1889 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.359 +2026-01-07 21:26:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.76 loss:-0.01578 fps:1244 +frame:2.36e+06 wall_t:1897 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.351 +2026-01-07 21:26:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.76 loss:-0.01566 fps:1244 +frame:2.37e+06 wall_t:1905 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.321 +2026-01-07 21:26:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.76 loss:-0.01591 fps:1245 +frame:2.38e+06 wall_t:1912 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.313 +2026-01-07 21:26:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.76 loss:-0.01509 fps:1245 +frame:2.39e+06 wall_t:1919 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.35 +2026-01-07 21:26:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.76 loss:-0.01578 fps:1245 +frame:2.40e+06 wall_t:1928 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.324 +2026-01-07 21:27:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.76 loss:-0.01667 fps:1245 +frame:2.41e+06 wall_t:1936 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.315 +2026-01-07 21:27:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.83 total_reward_ma:-9.76 loss:-0.01623 fps:1245 +frame:2.42e+06 wall_t:1944 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.31 +2026-01-07 21:27:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.76 loss:-0.01458 fps:1245 +frame:2.43e+06 wall_t:1952 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.317 +2026-01-07 21:27:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.82 total_reward_ma:-9.76 loss:-0.01586 fps:1245 +frame:2.44e+06 wall_t:1960 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.345 +2026-01-07 21:27:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.76 loss:-0.0167 fps:1245 +frame:2.45e+06 wall_t:1968 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.321 +2026-01-07 21:27:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.76 loss:-0.01474 fps:1244 +frame:2.46e+06 wall_t:1977 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.347 +2026-01-07 21:27:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.76 loss:-0.01473 fps:1244 +frame:2.47e+06 wall_t:1986 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.343 +2026-01-07 21:27:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.76 loss:-0.01681 fps:1245 +frame:2.48e+06 wall_t:1992 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.36 +2026-01-07 21:28:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.77 loss:-0.01401 fps:1245 +frame:2.49e+06 wall_t:2000 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.348 +2026-01-07 21:28:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.77 loss:-0.01401 fps:1246 +frame:2.50e+06 wall_t:2007 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.36 +2026-01-07 21:28:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.76 loss:-0.01619 fps:1246 +frame:2.51e+06 wall_t:2015 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.388 +2026-01-07 21:28:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.76 loss:-0.01711 fps:1246 +frame:2.52e+06 wall_t:2023 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.378 +2026-01-07 21:28:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.76 loss:-0.01647 fps:1246 +frame:2.53e+06 wall_t:2030 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.376 +2026-01-07 21:28:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.76 loss:-0.01688 fps:1246 +frame:2.54e+06 wall_t:2038 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.412 +2026-01-07 21:28:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.76 loss:-0.01659 fps:1247 +frame:2.55e+06 wall_t:2045 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.393 +2026-01-07 21:29:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.76 loss:-0.01607 fps:1247 +frame:2.56e+06 wall_t:2053 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.401 +2026-01-07 21:29:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.76 loss:-0.01585 fps:1248 +frame:2.57e+06 wall_t:2060 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.389 +2026-01-07 21:29:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.76 loss:-0.01598 fps:1247 +frame:2.58e+06 wall_t:2069 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.373 +2026-01-07 21:29:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.76 loss:-0.01703 fps:1247 +frame:2.59e+06 wall_t:2077 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.396 +2026-01-07 21:29:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.76 loss:-0.0165 fps:1247 +frame:2.60e+06 wall_t:2085 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.372 +2026-01-07 21:29:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.76 loss:-0.01647 fps:1247 +frame:2.61e+06 wall_t:2093 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.373 +2026-01-07 21:29:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.76 loss:-0.01635 fps:1246 +frame:2.62e+06 wall_t:2102 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.384 +2026-01-07 21:29:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.01531 fps:1246 +frame:2.63e+06 wall_t:2110 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.384 +2026-01-07 21:30:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.76 loss:-0.01698 fps:1246 +frame:2.64e+06 wall_t:2118 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.36 +2026-01-07 21:30:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.76 loss:-0.01575 fps:1246 +frame:2.65e+06 wall_t:2126 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.375 +2026-01-07 21:30:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.01424 fps:1246 +frame:2.66e+06 wall_t:2134 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.381 +2026-01-07 21:30:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.75 loss:-0.01658 fps:1246 +frame:2.67e+06 wall_t:2142 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.341 +2026-01-07 21:30:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.75 loss:-0.01538 fps:1247 +frame:2.68e+06 wall_t:2150 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.345 +2026-01-07 21:30:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.75 loss:-0.01575 fps:1247 +frame:2.69e+06 wall_t:2157 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.321 +2026-01-07 21:30:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.75 loss:-0.01431 fps:1247 +frame:2.70e+06 wall_t:2165 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.368 +2026-01-07 21:31:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.75 loss:-0.01576 fps:1247 +frame:2.71e+06 wall_t:2173 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.331 +2026-01-07 21:31:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.75 loss:-0.0153 fps:1247 +frame:2.72e+06 wall_t:2182 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.389 +2026-01-07 21:31:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.75 loss:-0.01661 fps:1247 +frame:2.73e+06 wall_t:2190 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.378 +2026-01-07 21:31:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.75 loss:-0.01633 fps:1248 +frame:2.74e+06 wall_t:2196 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.365 +2026-01-07 21:31:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.75 loss:-0.01602 fps:1249 +frame:2.75e+06 wall_t:2202 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.366 +2026-01-07 21:31:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.75 loss:-0.01564 fps:1250 +frame:2.76e+06 wall_t:2208 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.325 +2026-01-07 21:31:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.75 loss:-0.01665 fps:1251 +frame:2.77e+06 wall_t:2215 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.346 +2026-01-07 21:31:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.75 loss:-0.0164 fps:1252 +frame:2.78e+06 wall_t:2221 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.36 +2026-01-07 21:31:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.75 loss:-0.01516 fps:1252 +frame:2.79e+06 wall_t:2228 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.364 +2026-01-07 21:32:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.75 loss:-0.01691 fps:1253 +frame:2.80e+06 wall_t:2235 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.334 +2026-01-07 21:32:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.75 loss:-0.01438 fps:1254 +frame:2.81e+06 wall_t:2241 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.321 +2026-01-07 21:32:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.75 loss:-0.01581 fps:1255 +frame:2.82e+06 wall_t:2247 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.371 +2026-01-07 21:32:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.75 loss:-0.01662 fps:1256 +frame:2.83e+06 wall_t:2253 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.331 +2026-01-07 21:32:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.75 loss:-0.01586 fps:1257 +frame:2.84e+06 wall_t:2260 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.343 +2026-01-07 21:32:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.75 loss:-0.01689 fps:1258 +frame:2.85e+06 wall_t:2266 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.355 +2026-01-07 21:32:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.75 loss:-0.01581 fps:1259 +frame:2.86e+06 wall_t:2272 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.354 +2026-01-07 21:32:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.75 loss:-0.01389 fps:1259 +frame:2.87e+06 wall_t:2279 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.334 +2026-01-07 21:32:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.75 loss:-0.01451 fps:1260 +frame:2.88e+06 wall_t:2286 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.358 +2026-01-07 21:32:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.75 loss:-0.01607 fps:1261 +frame:2.89e+06 wall_t:2292 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.376 +2026-01-07 21:33:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.75 loss:-0.01614 fps:1262 +frame:2.90e+06 wall_t:2298 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.365 +2026-01-07 21:33:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.75 loss:-0.01606 fps:1263 +frame:2.91e+06 wall_t:2304 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.356 +2026-01-07 21:33:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.75 loss:-0.01456 fps:1264 +frame:2.92e+06 wall_t:2311 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.377 +2026-01-07 21:33:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.75 loss:-0.01722 fps:1265 +frame:2.93e+06 wall_t:2317 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.356 +2026-01-07 21:33:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.75 loss:-0.01535 fps:1265 +frame:2.94e+06 wall_t:2324 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.356 +2026-01-07 21:33:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.75 loss:-0.01669 fps:1266 +frame:2.95e+06 wall_t:2331 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.365 +2026-01-07 21:33:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.75 loss:-0.01652 fps:1267 +frame:2.96e+06 wall_t:2337 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.359 +2026-01-07 21:33:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.75 loss:-0.01614 fps:1267 +frame:2.97e+06 wall_t:2344 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.32 +2026-01-07 21:33:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.76 loss:-0.01449 fps:1268 +frame:2.98e+06 wall_t:2350 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.348 +2026-01-07 21:34:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.76 loss:-0.01586 fps:1269 +frame:2.99e+06 wall_t:2356 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.309 +2026-01-07 21:34:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.86 total_reward_ma:-9.76 loss:-0.01466 fps:1270 +frame:3.00e+06 wall_t:2363 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.287 +2026-01-07 21:34:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.76 loss:-0.01592 fps:1270 +frame:3.01e+06 wall_t:2370 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.332 +2026-01-07 21:34:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.76 loss:-0.01777 fps:1271 +frame:3.02e+06 wall_t:2377 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.322 +2026-01-07 21:34:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.76 loss:-0.01621 fps:1272 +frame:3.03e+06 wall_t:2383 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.309 +2026-01-07 21:34:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.81 total_reward_ma:-9.76 loss:-0.01508 fps:1272 +frame:3.04e+06 wall_t:2390 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.298 +2026-01-07 21:34:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.76 loss:-0.01418 fps:1273 +frame:3.05e+06 wall_t:2396 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.287 +2026-01-07 21:34:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.76 loss:-0.01572 fps:1273 +frame:3.06e+06 wall_t:2403 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.364 +2026-01-07 21:34:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.01682 fps:1274 +frame:3.07e+06 wall_t:2409 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.338 +2026-01-07 21:35:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.77 loss:-0.0157 fps:1275 +frame:3.08e+06 wall_t:2415 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.348 +2026-01-07 21:35:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.77 loss:-0.01564 fps:1275 +frame:3.09e+06 wall_t:2423 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.329 +2026-01-07 21:35:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.77 loss:-0.01534 fps:1276 +frame:3.10e+06 wall_t:2429 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.328 +2026-01-07 21:35:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.77 loss:-0.01584 fps:1277 +frame:3.11e+06 wall_t:2436 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.372 +2026-01-07 21:35:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.77 loss:-0.0148 fps:1278 +frame:3.12e+06 wall_t:2442 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.374 +2026-01-07 21:35:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.77 loss:-0.01499 fps:1279 +frame:3.13e+06 wall_t:2448 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.362 +2026-01-07 21:35:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.77 loss:-0.01579 fps:1279 +frame:3.14e+06 wall_t:2455 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.345 +2026-01-07 21:35:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.77 loss:-0.01467 fps:1279 +frame:3.15e+06 wall_t:2462 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.287 +2026-01-07 21:35:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.77 loss:-0.01603 fps:1281 +frame:3.16e+06 wall_t:2467 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.378 +2026-01-07 21:36:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.77 loss:-0.01562 fps:1281 +frame:3.17e+06 wall_t:2474 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.331 +2026-01-07 21:36:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.77 loss:-0.01631 fps:1282 +frame:3.18e+06 wall_t:2480 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.358 +2026-01-07 21:36:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.77 loss:-0.01619 fps:1283 +frame:3.19e+06 wall_t:2486 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.327 +2026-01-07 21:36:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.77 loss:-0.01636 fps:1284 +frame:3.20e+06 wall_t:2493 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.307 +2026-01-07 21:36:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.77 loss:-0.01462 fps:1285 +frame:3.21e+06 wall_t:2499 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.348 +2026-01-07 21:36:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.77 loss:-0.01694 fps:1285 +frame:3.22e+06 wall_t:2505 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.343 +2026-01-07 21:36:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.77 loss:-0.01671 fps:1286 +frame:3.23e+06 wall_t:2512 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.348 +2026-01-07 21:36:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.77 loss:-0.01482 fps:1287 +frame:3.24e+06 wall_t:2518 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.404 +2026-01-07 21:36:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.77 loss:-0.01756 fps:1288 +frame:3.25e+06 wall_t:2524 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.348 +2026-01-07 21:36:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.77 loss:-0.01719 fps:1289 +frame:3.26e+06 wall_t:2530 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.344 +2026-01-07 21:37:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.77 loss:-0.0148 fps:1289 +frame:3.27e+06 wall_t:2536 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.404 +2026-01-07 21:37:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.77 loss:-0.01527 fps:1290 +frame:3.28e+06 wall_t:2543 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.399 +2026-01-07 21:37:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.77 loss:-0.01608 fps:1290 +frame:3.29e+06 wall_t:2550 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.378 +2026-01-07 21:37:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.77 loss:-0.01674 fps:1291 +frame:3.30e+06 wall_t:2556 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.348 +2026-01-07 21:37:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.77 loss:-0.0154 fps:1292 +frame:3.31e+06 wall_t:2562 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.334 +2026-01-07 21:37:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.77 loss:-0.01545 fps:1292 +frame:3.32e+06 wall_t:2569 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.317 +2026-01-07 21:37:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.77 loss:-0.01657 fps:1293 +frame:3.33e+06 wall_t:2575 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.344 +2026-01-07 21:37:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.77 loss:-0.01578 fps:1294 +frame:3.34e+06 wall_t:2581 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.319 +2026-01-07 21:37:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.77 loss:-0.0168 fps:1295 +frame:3.35e+06 wall_t:2587 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.316 +2026-01-07 21:38:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.76 loss:-0.01535 fps:1295 +frame:3.36e+06 wall_t:2594 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.332 +2026-01-07 21:38:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.76 loss:-0.01494 fps:1296 +frame:3.37e+06 wall_t:2600 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.301 +2026-01-07 21:38:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.01672 fps:1297 +frame:3.38e+06 wall_t:2606 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.351 +2026-01-07 21:38:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.76 loss:-0.01635 fps:1297 +frame:3.39e+06 wall_t:2613 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.351 +2026-01-07 21:38:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.76 loss:-0.01385 fps:1298 +frame:3.40e+06 wall_t:2619 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.332 +2026-01-07 21:38:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.76 loss:-0.01601 fps:1299 +frame:3.41e+06 wall_t:2626 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.338 +2026-01-07 21:38:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.76 loss:-0.01564 fps:1299 +frame:3.42e+06 wall_t:2632 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.332 +2026-01-07 21:38:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.76 loss:-0.01599 fps:1300 +frame:3.43e+06 wall_t:2638 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.344 +2026-01-07 21:38:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.01522 fps:1301 +frame:3.44e+06 wall_t:2645 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.365 +2026-01-07 21:38:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.76 loss:-0.01559 fps:1301 +frame:3.45e+06 wall_t:2651 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.343 +2026-01-07 21:39:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.75 loss:-0.0155 fps:1302 +frame:3.46e+06 wall_t:2658 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.314 +2026-01-07 21:39:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.77 total_reward_ma:-9.75 loss:-0.01637 fps:1302 +frame:3.47e+06 wall_t:2665 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.306 +2026-01-07 21:39:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.75 loss:-0.01372 fps:1303 +frame:3.48e+06 wall_t:2671 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.312 +2026-01-07 21:39:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.75 loss:-0.01477 fps:1303 +frame:3.49e+06 wall_t:2678 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.285 +2026-01-07 21:39:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.75 loss:-0.01509 fps:1304 +frame:3.50e+06 wall_t:2684 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.298 +2026-01-07 21:39:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.75 loss:-0.01577 fps:1304 +frame:3.51e+06 wall_t:2691 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.296 +2026-01-07 21:39:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.75 loss:-0.01512 fps:1305 +frame:3.52e+06 wall_t:2698 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.273 +2026-01-07 21:39:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.75 loss:-0.0155 fps:1305 +frame:3.53e+06 wall_t:2705 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.337 +2026-01-07 21:39:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.75 loss:-0.01622 fps:1306 +frame:3.54e+06 wall_t:2711 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.329 +2026-01-07 21:40:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.75 loss:-0.01453 fps:1307 +frame:3.55e+06 wall_t:2717 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.278 +2026-01-07 21:40:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.75 loss:-0.01613 fps:1307 +frame:3.56e+06 wall_t:2724 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.319 +2026-01-07 21:40:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.01604 fps:1307 +frame:3.57e+06 wall_t:2731 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.31 +2026-01-07 21:40:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.75 loss:-0.01487 fps:1308 +frame:3.58e+06 wall_t:2737 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.272 +2026-01-07 21:40:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.75 loss:-0.01595 fps:1308 +frame:3.59e+06 wall_t:2744 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.317 +2026-01-07 21:40:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.75 loss:-0.01397 fps:1309 +frame:3.60e+06 wall_t:2751 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.279 +2026-01-07 21:40:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.75 loss:-0.01441 fps:1309 +frame:3.61e+06 wall_t:2758 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.319 +2026-01-07 21:40:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.01437 fps:1310 +frame:3.62e+06 wall_t:2764 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.327 +2026-01-07 21:40:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.75 loss:-0.01594 fps:1310 +frame:3.63e+06 wall_t:2771 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.324 +2026-01-07 21:41:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.75 loss:-0.01665 fps:1311 +frame:3.64e+06 wall_t:2777 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.332 +2026-01-07 21:41:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.74 loss:-0.0153 fps:1311 +frame:3.65e+06 wall_t:2784 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.329 +2026-01-07 21:41:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.74 loss:-0.01671 fps:1311 +frame:3.66e+06 wall_t:2791 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.359 +2026-01-07 21:41:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.74 loss:-0.01547 fps:1312 +frame:3.67e+06 wall_t:2797 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.321 +2026-01-07 21:41:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.74 loss:-0.01585 fps:1313 +frame:3.68e+06 wall_t:2803 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.31 +2026-01-07 21:41:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.74 loss:-0.01521 fps:1313 +frame:3.69e+06 wall_t:2810 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.316 +2026-01-07 21:41:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.74 loss:-0.0165 fps:1313 +frame:3.70e+06 wall_t:2817 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.332 +2026-01-07 21:41:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.74 loss:-0.01475 fps:1314 +frame:3.71e+06 wall_t:2823 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.318 +2026-01-07 21:41:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.73 loss:-0.01765 fps:1314 +frame:3.72e+06 wall_t:2830 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.302 +2026-01-07 21:42:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.73 loss:-0.0142 fps:1315 +frame:3.73e+06 wall_t:2837 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.308 +2026-01-07 21:42:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.73 loss:-0.01633 fps:1316 +frame:3.74e+06 wall_t:2843 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.313 +2026-01-07 21:42:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.73 loss:-0.01616 fps:1316 +frame:3.75e+06 wall_t:2850 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.316 +2026-01-07 21:42:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.73 loss:-0.0164 fps:1317 +frame:3.76e+06 wall_t:2856 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.284 +2026-01-07 21:42:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.72 loss:-0.01687 fps:1317 +frame:3.77e+06 wall_t:2863 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.324 +2026-01-07 21:42:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.72 loss:-0.0153 fps:1317 +frame:3.78e+06 wall_t:2870 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.27 +2026-01-07 21:42:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.72 loss:-0.01421 fps:1317 +frame:3.79e+06 wall_t:2877 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.27 +2026-01-07 21:42:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.72 loss:-0.0141 fps:1318 +frame:3.80e+06 wall_t:2884 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.275 +2026-01-07 21:42:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.72 loss:-0.01575 fps:1317 +frame:3.81e+06 wall_t:2892 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.305 +2026-01-07 21:43:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.72 loss:-0.01507 fps:1318 +frame:3.82e+06 wall_t:2899 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.329 +2026-01-07 21:43:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.53 total_reward_ma:-9.71 loss:-0.01439 fps:1318 +frame:3.83e+06 wall_t:2905 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.32 +2026-01-07 21:43:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.71 loss:-0.01629 fps:1318 +frame:3.84e+06 wall_t:2913 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.343 +2026-01-07 21:43:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.71 loss:-0.01428 fps:1319 +frame:3.85e+06 wall_t:2919 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.317 +2026-01-07 21:43:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.71 loss:-0.01597 fps:1320 +frame:3.86e+06 wall_t:2925 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.32 +2026-01-07 21:43:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.70 loss:-0.01508 fps:1320 +frame:3.87e+06 wall_t:2932 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.277 +2026-01-07 21:43:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.70 loss:-0.01489 fps:1321 +frame:3.88e+06 wall_t:2938 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.285 +2026-01-07 21:43:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.69 loss:-0.01456 fps:1321 +frame:3.89e+06 wall_t:2944 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.336 +2026-01-07 21:43:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.69 loss:-0.01637 fps:1322 +frame:3.90e+06 wall_t:2951 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.339 +2026-01-07 21:44:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.69 loss:-0.01647 fps:1322 +frame:3.91e+06 wall_t:2958 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.351 +2026-01-07 21:44:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.68 loss:-0.01433 fps:1322 +frame:3.92e+06 wall_t:2965 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.317 +2026-01-07 21:44:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.68 loss:-0.01552 fps:1322 +frame:3.93e+06 wall_t:2972 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.281 +2026-01-07 21:44:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.68 loss:-0.01582 fps:1323 +frame:3.94e+06 wall_t:2978 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.258 +2026-01-07 21:44:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.67 loss:-0.01507 fps:1323 +frame:3.95e+06 wall_t:2986 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.271 +2026-01-07 21:44:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.67 loss:-0.01687 fps:1323 +frame:3.96e+06 wall_t:2993 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.271 +2026-01-07 21:44:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.67 loss:-0.0165 fps:1323 +frame:3.97e+06 wall_t:3000 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.267 +2026-01-07 21:44:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.66 loss:-0.01514 fps:1324 +frame:3.98e+06 wall_t:3007 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.28 +2026-01-07 21:45:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.66 loss:-0.01519 fps:1324 +frame:3.99e+06 wall_t:3013 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.285 +2026-01-07 21:45:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.45 total_reward_ma:-9.65 loss:-0.01464 fps:1325 +frame:4.00e+06 wall_t:3020 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.259 +2026-01-07 21:45:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.45 total_reward_ma:-9.65 loss:-0.01548 fps:1325 +frame:4.01e+06 wall_t:3026 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.277 +2026-01-07 21:45:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.65 loss:-0.01342 fps:1326 +frame:4.02e+06 wall_t:3032 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.288 +2026-01-07 21:45:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.64 loss:-0.01556 fps:1326 +frame:4.03e+06 wall_t:3039 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.256 +2026-01-07 21:45:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.64 loss:-0.01655 fps:1327 +frame:4.04e+06 wall_t:3045 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.263 +2026-01-07 21:45:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.64 loss:-0.01637 fps:1327 +frame:4.05e+06 wall_t:3051 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.278 +2026-01-07 21:45:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.63 loss:-0.01496 fps:1328 +frame:4.06e+06 wall_t:3058 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.257 +2026-01-07 21:45:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.63 loss:-0.01437 fps:1328 +frame:4.07e+06 wall_t:3065 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.266 +2026-01-07 21:45:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.53 total_reward_ma:-9.63 loss:-0.01501 fps:1329 +frame:4.08e+06 wall_t:3071 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.268 +2026-01-07 21:46:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.63 loss:-0.01623 fps:1329 +frame:4.09e+06 wall_t:3078 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.256 +2026-01-07 21:46:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.62 loss:-0.01474 fps:1329 +frame:4.10e+06 wall_t:3084 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.25 +2026-01-07 21:46:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.42 total_reward_ma:-9.62 loss:-0.01567 fps:1330 +frame:4.11e+06 wall_t:3090 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.289 +2026-01-07 21:46:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.40 total_reward_ma:-9.62 loss:-0.01742 fps:1330 +frame:4.12e+06 wall_t:3097 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.243 +2026-01-07 21:46:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.40 total_reward_ma:-9.62 loss:-0.01547 fps:1331 +frame:4.13e+06 wall_t:3103 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.245 +2026-01-07 21:46:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.42 total_reward_ma:-9.61 loss:-0.01503 fps:1331 +frame:4.14e+06 wall_t:3110 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.255 +2026-01-07 21:46:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.61 loss:-0.01547 fps:1331 +frame:4.15e+06 wall_t:3117 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.309 +2026-01-07 21:46:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.61 loss:-0.01611 fps:1332 +frame:4.16e+06 wall_t:3123 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.288 +2026-01-07 21:46:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.40 total_reward_ma:-9.61 loss:-0.01632 fps:1332 +frame:4.17e+06 wall_t:3130 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.238 +2026-01-07 21:47:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.60 loss:-0.01586 fps:1332 +frame:4.18e+06 wall_t:3137 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.268 +2026-01-07 21:47:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.36 total_reward_ma:-9.60 loss:-0.01424 fps:1333 +frame:4.19e+06 wall_t:3144 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.307 +2026-01-07 21:47:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.60 loss:-0.01696 fps:1333 +frame:4.20e+06 wall_t:3151 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.342 +2026-01-07 21:47:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.59 loss:-0.01688 fps:1334 +frame:4.21e+06 wall_t:3157 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.295 +2026-01-07 21:47:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.36 total_reward_ma:-9.59 loss:-0.01662 fps:1334 +frame:4.22e+06 wall_t:3164 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.25 +2026-01-07 21:47:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-9.59 loss:-0.01442 fps:1334 +frame:4.23e+06 wall_t:3170 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.325 +2026-01-07 21:47:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.58 loss:-0.01665 fps:1335 +frame:4.24e+06 wall_t:3177 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.306 +2026-01-07 21:47:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.58 loss:-0.01526 fps:1335 +frame:4.25e+06 wall_t:3184 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.277 +2026-01-07 21:47:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.57 loss:-0.0137 fps:1335 +frame:4.26e+06 wall_t:3191 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.24 +2026-01-07 21:48:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.57 loss:-0.01603 fps:1336 +frame:4.27e+06 wall_t:3197 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.29 +2026-01-07 21:48:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.57 loss:-0.0151 fps:1336 +frame:4.28e+06 wall_t:3203 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.284 +2026-01-07 21:48:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.56 loss:-0.01285 fps:1337 +frame:4.29e+06 wall_t:3209 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.305 +2026-01-07 21:48:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.56 loss:-0.01632 fps:1337 +frame:4.30e+06 wall_t:3216 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.291 +2026-01-07 21:48:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.55 loss:-0.01533 fps:1337 +frame:4.31e+06 wall_t:3223 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.269 +2026-01-07 21:48:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.55 loss:-0.01466 fps:1338 +frame:4.32e+06 wall_t:3229 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.237 +2026-01-07 21:48:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.33 total_reward_ma:-9.54 loss:-0.01605 fps:1338 +frame:4.33e+06 wall_t:3236 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.24 +2026-01-07 21:48:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.31 total_reward_ma:-9.54 loss:-0.01415 fps:1338 +frame:4.34e+06 wall_t:3243 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.218 +2026-01-07 21:48:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.54 loss:-0.01479 fps:1338 +frame:4.35e+06 wall_t:3250 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.211 +2026-01-07 21:49:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.53 loss:-0.01403 fps:1339 +frame:4.36e+06 wall_t:3256 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.203 +2026-01-07 21:49:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.53 loss:-0.01421 fps:1340 +frame:4.37e+06 wall_t:3262 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.301 +2026-01-07 21:49:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.52 loss:-0.01618 fps:1340 +frame:4.38e+06 wall_t:3269 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.215 +2026-01-07 21:49:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.52 loss:-0.01504 fps:1340 +frame:4.39e+06 wall_t:3276 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.216 +2026-01-07 21:49:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.51 loss:-0.01685 fps:1341 +frame:4.40e+06 wall_t:3282 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.292 +2026-01-07 21:49:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.20 total_reward_ma:-9.51 loss:-0.01637 fps:1341 +frame:4.41e+06 wall_t:3289 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.329 +2026-01-07 21:49:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.18 total_reward_ma:-9.50 loss:-0.01487 fps:1341 +frame:4.42e+06 wall_t:3296 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.24 +2026-01-07 21:49:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.50 loss:-0.01448 fps:1341 +frame:4.43e+06 wall_t:3304 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.264 +2026-01-07 21:49:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.19 total_reward_ma:-9.49 loss:-0.01491 fps:1341 +frame:4.44e+06 wall_t:3310 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.254 +2026-01-07 21:50:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.19 total_reward_ma:-9.49 loss:-0.01549 fps:1342 +frame:4.45e+06 wall_t:3317 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.223 +2026-01-07 21:50:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.20 total_reward_ma:-9.48 loss:-0.01486 fps:1342 +frame:4.46e+06 wall_t:3323 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.267 +2026-01-07 21:50:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.20 total_reward_ma:-9.47 loss:-0.01365 fps:1343 +frame:4.47e+06 wall_t:3329 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.318 +2026-01-07 21:50:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.47 loss:-0.01406 fps:1343 +frame:4.48e+06 wall_t:3336 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.29 +2026-01-07 21:50:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.47 loss:-0.01462 fps:1344 +frame:4.49e+06 wall_t:3342 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.355 +2026-01-07 21:50:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.46 loss:-0.01476 fps:1344 +frame:4.50e+06 wall_t:3349 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.287 +2026-01-07 21:50:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.46 loss:-0.01487 fps:1344 +frame:4.51e+06 wall_t:3355 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.283 +2026-01-07 21:50:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.45 loss:-0.01527 fps:1345 +frame:4.52e+06 wall_t:3361 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.251 +2026-01-07 21:50:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.45 loss:-0.01661 fps:1345 +frame:4.53e+06 wall_t:3367 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.311 +2026-01-07 21:51:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.44 loss:-0.01605 fps:1346 +frame:4.54e+06 wall_t:3374 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.254 +2026-01-07 21:51:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.44 loss:-0.01474 fps:1346 +frame:4.55e+06 wall_t:3380 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.191 +2026-01-07 21:51:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.43 loss:-0.01402 fps:1347 +frame:4.56e+06 wall_t:3386 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.28 +2026-01-07 21:51:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.43 loss:-0.01636 fps:1347 +frame:4.57e+06 wall_t:3393 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.292 +2026-01-07 21:51:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.43 loss:-0.01465 fps:1347 +frame:4.58e+06 wall_t:3399 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.261 +2026-01-07 21:51:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.42 loss:-0.01506 fps:1348 +frame:4.59e+06 wall_t:3406 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.273 +2026-01-07 21:51:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.20 total_reward_ma:-9.42 loss:-0.01466 fps:1348 +frame:4.60e+06 wall_t:3412 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.235 +2026-01-07 21:51:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.16 total_reward_ma:-9.41 loss:-0.01503 fps:1349 +frame:4.61e+06 wall_t:3418 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.261 +2026-01-07 21:51:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.17 total_reward_ma:-9.41 loss:-0.01617 fps:1349 +frame:4.62e+06 wall_t:3425 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.279 +2026-01-07 21:51:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.17 total_reward_ma:-9.40 loss:-0.01393 fps:1349 +frame:4.63e+06 wall_t:3432 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.262 +2026-01-07 21:52:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.17 total_reward_ma:-9.40 loss:-0.0149 fps:1350 +frame:4.64e+06 wall_t:3438 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.163 +2026-01-07 21:52:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.07 total_reward_ma:-9.39 loss:-0.01527 fps:1350 +frame:4.65e+06 wall_t:3445 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.123 +2026-01-07 21:52:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.07 total_reward_ma:-9.39 loss:-0.0147 fps:1350 +frame:4.66e+06 wall_t:3451 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.195 +2026-01-07 21:52:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.97 total_reward_ma:-9.38 loss:-0.01506 fps:1350 +frame:4.67e+06 wall_t:3458 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.25 +2026-01-07 21:52:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.02 total_reward_ma:-9.37 loss:-0.01617 fps:1351 +frame:4.68e+06 wall_t:3465 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.236 +2026-01-07 21:52:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.02 total_reward_ma:-9.37 loss:-0.01502 fps:1351 +frame:4.69e+06 wall_t:3472 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.217 +2026-01-07 21:52:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.95 total_reward_ma:-9.36 loss:-0.01535 fps:1351 +frame:4.70e+06 wall_t:3478 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.255 +2026-01-07 21:52:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.97 total_reward_ma:-9.36 loss:-0.01471 fps:1352 +frame:4.71e+06 wall_t:3484 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.244 +2026-01-07 21:52:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.98 total_reward_ma:-9.35 loss:-0.01473 fps:1352 +frame:4.72e+06 wall_t:3490 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.256 +2026-01-07 21:53:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.00 total_reward_ma:-9.34 loss:-0.01539 fps:1353 +frame:4.73e+06 wall_t:3496 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.263 +2026-01-07 21:53:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.00 total_reward_ma:-9.34 loss:-0.01248 fps:1353 +frame:4.74e+06 wall_t:3503 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.204 +2026-01-07 21:53:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.98 total_reward_ma:-9.33 loss:-0.01553 fps:1353 +frame:4.75e+06 wall_t:3510 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.265 +2026-01-07 21:53:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.90 total_reward_ma:-9.32 loss:-0.01468 fps:1353 +frame:4.76e+06 wall_t:3517 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.177 +2026-01-07 21:53:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.89 total_reward_ma:-9.32 loss:-0.01567 fps:1354 +frame:4.77e+06 wall_t:3524 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.263 +2026-01-07 21:53:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-9.31 loss:-0.01614 fps:1354 +frame:4.78e+06 wall_t:3531 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.27 +2026-01-07 21:53:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.84 total_reward_ma:-9.30 loss:-0.01346 fps:1354 +frame:4.79e+06 wall_t:3538 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.254 +2026-01-07 21:53:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.78 total_reward_ma:-9.29 loss:-0.01682 fps:1354 +frame:4.80e+06 wall_t:3546 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.282 +2026-01-07 21:53:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.83 total_reward_ma:-9.29 loss:-0.01489 fps:1354 +frame:4.81e+06 wall_t:3552 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.245 +2026-01-07 21:54:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.85 total_reward_ma:-9.28 loss:-0.01548 fps:1354 +frame:4.82e+06 wall_t:3559 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.234 +2026-01-07 21:54:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.88 total_reward_ma:-9.27 loss:-0.01459 fps:1355 +frame:4.83e+06 wall_t:3565 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.249 +2026-01-07 21:54:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.93 total_reward_ma:-9.27 loss:-0.01461 fps:1355 +frame:4.84e+06 wall_t:3571 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.252 +2026-01-07 21:54:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.95 total_reward_ma:-9.26 loss:-0.01528 fps:1356 +frame:4.85e+06 wall_t:3578 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.24 +2026-01-07 21:54:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.98 total_reward_ma:-9.26 loss:-0.01709 fps:1356 +frame:4.86e+06 wall_t:3584 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.19 +2026-01-07 21:54:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.00 total_reward_ma:-9.25 loss:-0.0142 fps:1357 +frame:4.87e+06 wall_t:3590 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.201 +2026-01-07 21:54:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.04 total_reward_ma:-9.25 loss:-0.01499 fps:1357 +frame:4.88e+06 wall_t:3596 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.213 +2026-01-07 21:54:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.06 total_reward_ma:-9.24 loss:-0.01466 fps:1357 +frame:4.89e+06 wall_t:3603 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.25 +2026-01-07 21:54:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.12 total_reward_ma:-9.24 loss:-0.01376 fps:1357 +frame:4.90e+06 wall_t:3610 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.31 +2026-01-07 21:55:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.10 total_reward_ma:-9.24 loss:-0.01493 fps:1358 +frame:4.91e+06 wall_t:3616 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.201 +2026-01-07 21:55:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.04 total_reward_ma:-9.23 loss:-0.01425 fps:1358 +frame:4.92e+06 wall_t:3623 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.194 +2026-01-07 21:55:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.12 total_reward_ma:-9.23 loss:-0.01499 fps:1359 +frame:4.93e+06 wall_t:3629 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.293 +2026-01-07 21:55:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.12 total_reward_ma:-9.22 loss:-0.01576 fps:1359 +frame:4.94e+06 wall_t:3636 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.2 +2026-01-07 21:55:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.08 total_reward_ma:-9.22 loss:-0.01459 fps:1359 +frame:4.95e+06 wall_t:3642 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.189 +2026-01-07 21:55:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.02 total_reward_ma:-9.22 loss:-0.0145 fps:1359 +frame:4.96e+06 wall_t:3649 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.277 +2026-01-07 21:55:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.98 total_reward_ma:-9.21 loss:-0.01442 fps:1359 +frame:4.97e+06 wall_t:3656 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.317 +2026-01-07 21:55:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.97 total_reward_ma:-9.20 loss:-0.01529 fps:1360 +frame:4.98e+06 wall_t:3663 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.185 +2026-01-07 21:55:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.99 total_reward_ma:-9.20 loss:-0.01537 fps:1360 +frame:4.99e+06 wall_t:3670 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.226 +2026-01-07 21:56:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.03 total_reward_ma:-9.20 loss:-0.01584 fps:1360 +frame:5.00e+06 wall_t:3677 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.256 +2026-01-07 21:56:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.04 total_reward_ma:-9.19 loss:-0.01618 fps:1360 +frame:5.01e+06 wall_t:3683 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.206 +2026-01-07 21:56:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.06 total_reward_ma:-9.19 loss:-0.01309 fps:1360 +frame:5.02e+06 wall_t:3690 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.164 +2026-01-07 21:56:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.09 total_reward_ma:-9.18 loss:-0.01469 fps:1361 +frame:5.03e+06 wall_t:3696 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.165 +2026-01-07 21:56:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.05 total_reward_ma:-9.18 loss:-0.01548 fps:1361 +frame:5.04e+06 wall_t:3702 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.177 +2026-01-07 21:56:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.05 total_reward_ma:-9.17 loss:-0.01298 fps:1362 +frame:5.05e+06 wall_t:3709 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.161 +2026-01-07 21:56:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.03 total_reward_ma:-9.17 loss:-0.01619 fps:1362 +frame:5.06e+06 wall_t:3715 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.211 +2026-01-07 21:56:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.01 total_reward_ma:-9.16 loss:-0.01359 fps:1362 +frame:5.07e+06 wall_t:3722 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.202 +2026-01-07 21:56:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-9.02 total_reward_ma:-9.16 loss:-0.0136 fps:1363 +frame:5.08e+06 wall_t:3728 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.181 +2026-01-07 21:57:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.95 total_reward_ma:-9.15 loss:-0.01625 fps:1363 +frame:5.09e+06 wall_t:3735 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.175 +2026-01-07 21:57:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.96 total_reward_ma:-9.15 loss:-0.01502 fps:1363 +frame:5.10e+06 wall_t:3742 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.305 +2026-01-07 21:57:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.95 total_reward_ma:-9.14 loss:-0.01507 fps:1363 +frame:5.11e+06 wall_t:3748 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.226 +2026-01-07 21:57:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.92 total_reward_ma:-9.14 loss:-0.0138 fps:1364 +frame:5.12e+06 wall_t:3755 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.185 +2026-01-07 21:57:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.90 total_reward_ma:-9.13 loss:-0.01425 fps:1364 +frame:5.13e+06 wall_t:3762 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.262 +2026-01-07 21:57:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.89 total_reward_ma:-9.13 loss:-0.01479 fps:1364 +frame:5.14e+06 wall_t:3769 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.288 +2026-01-07 21:57:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.92 total_reward_ma:-9.12 loss:-0.01622 fps:1364 +frame:5.15e+06 wall_t:3776 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.172 +2026-01-07 21:57:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.88 total_reward_ma:-9.12 loss:-0.01392 fps:1364 +frame:5.16e+06 wall_t:3783 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.173 +2026-01-07 21:57:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.87 total_reward_ma:-9.11 loss:-0.01582 fps:1364 +frame:5.17e+06 wall_t:3789 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.241 +2026-01-07 21:58:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-9.11 loss:-0.01268 fps:1365 +frame:5.18e+06 wall_t:3796 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.179 +2026-01-07 21:58:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.87 total_reward_ma:-9.10 loss:-0.01509 fps:1365 +frame:5.19e+06 wall_t:3802 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.169 +2026-01-07 21:58:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-9.10 loss:-0.0158 fps:1365 +frame:5.20e+06 wall_t:3809 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.242 +2026-01-07 21:58:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.84 total_reward_ma:-9.09 loss:-0.01586 fps:1366 +frame:5.21e+06 wall_t:3815 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.204 +2026-01-07 21:58:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.77 total_reward_ma:-9.09 loss:-0.01616 fps:1366 +frame:5.22e+06 wall_t:3821 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.249 +2026-01-07 21:58:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.79 total_reward_ma:-9.08 loss:-0.01625 fps:1366 +frame:5.23e+06 wall_t:3829 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.232 +2026-01-07 21:58:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.79 total_reward_ma:-9.08 loss:-0.01542 fps:1366 +frame:5.24e+06 wall_t:3836 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.246 +2026-01-07 21:58:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.81 total_reward_ma:-9.07 loss:-0.0143 fps:1366 +frame:5.25e+06 wall_t:3844 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.177 +2026-01-07 21:58:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.77 total_reward_ma:-9.06 loss:-0.01598 fps:1366 +frame:5.26e+06 wall_t:3851 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.208 +2026-01-07 21:59:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.75 total_reward_ma:-9.06 loss:-0.01362 fps:1366 +frame:5.27e+06 wall_t:3858 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.294 +2026-01-07 21:59:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.77 total_reward_ma:-9.05 loss:-0.01375 fps:1366 +frame:5.28e+06 wall_t:3865 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.179 +2026-01-07 21:59:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.76 total_reward_ma:-9.05 loss:-0.01369 fps:1366 +frame:5.29e+06 wall_t:3872 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.238 +2026-01-07 21:59:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.68 total_reward_ma:-9.04 loss:-0.01318 fps:1366 +frame:5.30e+06 wall_t:3879 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.195 +2026-01-07 21:59:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.67 total_reward_ma:-9.04 loss:-0.01489 fps:1367 +frame:5.31e+06 wall_t:3885 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.214 +2026-01-07 21:59:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.66 total_reward_ma:-9.03 loss:-0.01312 fps:1367 +frame:5.32e+06 wall_t:3892 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.242 +2026-01-07 21:59:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.67 total_reward_ma:-9.02 loss:-0.01462 fps:1367 +frame:5.33e+06 wall_t:3900 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.191 +2026-01-07 21:59:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.65 total_reward_ma:-9.02 loss:-0.01452 fps:1367 +frame:5.34e+06 wall_t:3907 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.187 +2026-01-07 22:00:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.66 total_reward_ma:-9.01 loss:-0.01516 fps:1367 +frame:5.35e+06 wall_t:3914 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.204 +2026-01-07 22:00:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.63 total_reward_ma:-9.00 loss:-0.01532 fps:1367 +frame:5.36e+06 wall_t:3921 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.299 +2026-01-07 22:00:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.62 total_reward_ma:-9.00 loss:-0.01485 fps:1367 +frame:5.37e+06 wall_t:3927 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.238 +2026-01-07 22:00:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.66 total_reward_ma:-8.99 loss:-0.01426 fps:1368 +frame:5.38e+06 wall_t:3933 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.236 +2026-01-07 22:00:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.53 total_reward_ma:-8.98 loss:-0.01451 fps:1368 +frame:5.39e+06 wall_t:3940 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.261 +2026-01-07 22:00:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.52 total_reward_ma:-8.98 loss:-0.01408 fps:1368 +frame:5.40e+06 wall_t:3946 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.259 +2026-01-07 22:00:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.53 total_reward_ma:-8.97 loss:-0.01504 fps:1369 +frame:5.41e+06 wall_t:3952 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.233 +2026-01-07 22:00:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.50 total_reward_ma:-8.96 loss:-0.01467 fps:1369 +frame:5.42e+06 wall_t:3959 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.182 +2026-01-07 22:00:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.55 total_reward_ma:-8.96 loss:-0.01546 fps:1369 +frame:5.43e+06 wall_t:3966 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.254 +2026-01-07 22:01:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.52 total_reward_ma:-8.95 loss:-0.01485 fps:1369 +frame:5.44e+06 wall_t:3974 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.182 +2026-01-07 22:01:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.52 total_reward_ma:-8.94 loss:-0.01572 fps:1369 +frame:5.45e+06 wall_t:3980 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.226 +2026-01-07 22:01:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.55 total_reward_ma:-8.94 loss:-0.01622 fps:1370 +frame:5.46e+06 wall_t:3986 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.274 +2026-01-07 22:01:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.44 total_reward_ma:-8.93 loss:-0.01422 fps:1370 +frame:5.47e+06 wall_t:3992 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.112 +2026-01-07 22:01:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.40 total_reward_ma:-8.92 loss:-0.0124 fps:1370 +frame:5.48e+06 wall_t:3999 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.162 +2026-01-07 22:01:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.43 total_reward_ma:-8.91 loss:-0.01417 fps:1371 +frame:5.49e+06 wall_t:4005 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.14 +2026-01-07 22:01:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.45 total_reward_ma:-8.91 loss:-0.01336 fps:1371 +frame:5.50e+06 wall_t:4012 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.218 +2026-01-07 22:01:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.44 total_reward_ma:-8.90 loss:-0.01412 fps:1371 +frame:5.51e+06 wall_t:4018 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.162 +2026-01-07 22:01:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.44 total_reward_ma:-8.89 loss:-0.01271 fps:1371 +frame:5.52e+06 wall_t:4025 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.185 +2026-01-07 22:01:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.41 total_reward_ma:-8.88 loss:-0.01497 fps:1372 +frame:5.53e+06 wall_t:4031 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.175 +2026-01-07 22:02:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.45 total_reward_ma:-8.87 loss:-0.0156 fps:1372 +frame:5.54e+06 wall_t:4038 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.179 +2026-01-07 22:02:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.44 total_reward_ma:-8.86 loss:-0.01311 fps:1372 +frame:5.55e+06 wall_t:4044 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.151 +2026-01-07 22:02:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.33 total_reward_ma:-8.86 loss:-0.01534 fps:1373 +frame:5.56e+06 wall_t:4050 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.22 +2026-01-07 22:02:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.34 total_reward_ma:-8.85 loss:-0.01309 fps:1373 +frame:5.57e+06 wall_t:4057 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.134 +2026-01-07 22:02:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.36 total_reward_ma:-8.84 loss:-0.01425 fps:1373 +frame:5.58e+06 wall_t:4063 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.167 +2026-01-07 22:02:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.34 total_reward_ma:-8.83 loss:-0.01379 fps:1373 +frame:5.59e+06 wall_t:4070 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.173 +2026-01-07 22:02:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.35 total_reward_ma:-8.82 loss:-0.01583 fps:1374 +frame:5.60e+06 wall_t:4076 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.116 +2026-01-07 22:02:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.29 total_reward_ma:-8.81 loss:-0.0156 fps:1374 +frame:5.61e+06 wall_t:4083 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.178 +2026-01-07 22:02:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.25 total_reward_ma:-8.80 loss:-0.01326 fps:1374 +frame:5.62e+06 wall_t:4089 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.157 +2026-01-07 22:03:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.24 total_reward_ma:-8.79 loss:-0.01423 fps:1375 +frame:5.63e+06 wall_t:4095 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.117 +2026-01-07 22:03:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.24 total_reward_ma:-8.78 loss:-0.01126 fps:1375 +frame:5.64e+06 wall_t:4101 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.163 +2026-01-07 22:03:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-8.77 loss:-0.01322 fps:1375 +frame:5.65e+06 wall_t:4108 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.092 +2026-01-07 22:03:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.13 total_reward_ma:-8.77 loss:-0.01467 fps:1376 +frame:5.66e+06 wall_t:4114 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.081 +2026-01-07 22:03:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.76 loss:-0.01356 fps:1376 +frame:5.67e+06 wall_t:4121 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.168 +2026-01-07 22:03:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.12 total_reward_ma:-8.75 loss:-0.01421 fps:1376 +frame:5.68e+06 wall_t:4127 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.167 +2026-01-07 22:03:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.13 total_reward_ma:-8.74 loss:-0.01615 fps:1376 +frame:5.69e+06 wall_t:4134 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.236 +2026-01-07 22:03:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.12 total_reward_ma:-8.73 loss:-0.01539 fps:1377 +frame:5.70e+06 wall_t:4140 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.209 +2026-01-07 22:03:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.16 total_reward_ma:-8.72 loss:-0.01323 fps:1377 +frame:5.71e+06 wall_t:4147 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.142 +2026-01-07 22:04:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.14 total_reward_ma:-8.71 loss:-0.01476 fps:1377 +frame:5.72e+06 wall_t:4153 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.156 +2026-01-07 22:04:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.70 loss:-0.0154 fps:1378 +frame:5.73e+06 wall_t:4159 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.149 +2026-01-07 22:04:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.70 loss:-0.01499 fps:1378 +frame:5.74e+06 wall_t:4166 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.118 +2026-01-07 22:04:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.02 total_reward_ma:-8.69 loss:-0.01337 fps:1378 +frame:5.75e+06 wall_t:4172 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.078 +2026-01-07 22:04:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.02 total_reward_ma:-8.68 loss:-0.01431 fps:1378 +frame:5.76e+06 wall_t:4179 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.084 +2026-01-07 22:04:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.02 total_reward_ma:-8.67 loss:-0.01286 fps:1379 +frame:5.77e+06 wall_t:4184 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.142 +2026-01-07 22:04:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.06 total_reward_ma:-8.66 loss:-0.0125 fps:1379 +frame:5.78e+06 wall_t:4191 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.058 +2026-01-07 22:04:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.07 total_reward_ma:-8.65 loss:-0.01341 fps:1380 +frame:5.79e+06 wall_t:4197 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.15 +2026-01-07 22:04:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.04 total_reward_ma:-8.65 loss:-0.01347 fps:1380 +frame:5.80e+06 wall_t:4204 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.171 +2026-01-07 22:04:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.02 total_reward_ma:-8.64 loss:-0.01477 fps:1380 +frame:5.81e+06 wall_t:4210 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.189 +2026-01-07 22:05:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.83 total_reward_ma:-8.63 loss:-0.01521 fps:1380 +frame:5.82e+06 wall_t:4216 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.086 +2026-01-07 22:05:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.83 total_reward_ma:-8.62 loss:-0.01437 fps:1381 +frame:5.83e+06 wall_t:4223 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.21 +2026-01-07 22:05:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.85 total_reward_ma:-8.61 loss:-0.01825 fps:1381 +frame:5.84e+06 wall_t:4229 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.273 +2026-01-07 22:05:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.79 total_reward_ma:-8.59 loss:-0.01461 fps:1381 +frame:5.85e+06 wall_t:4236 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.183 +2026-01-07 22:05:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.80 total_reward_ma:-8.58 loss:-0.01331 fps:1381 +frame:5.86e+06 wall_t:4242 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.119 +2026-01-07 22:05:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.82 total_reward_ma:-8.57 loss:-0.0147 fps:1382 +frame:5.87e+06 wall_t:4249 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.191 +2026-01-07 22:05:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.79 total_reward_ma:-8.56 loss:-0.01324 fps:1382 +frame:5.88e+06 wall_t:4255 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.153 +2026-01-07 22:05:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.82 total_reward_ma:-8.55 loss:-0.01477 fps:1382 +frame:5.89e+06 wall_t:4261 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.139 +2026-01-07 22:05:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.80 total_reward_ma:-8.53 loss:-0.01557 fps:1382 +frame:5.90e+06 wall_t:4268 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.205 +2026-01-07 22:06:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.85 total_reward_ma:-8.52 loss:-0.0145 fps:1382 +frame:5.91e+06 wall_t:4275 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.136 +2026-01-07 22:06:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.83 total_reward_ma:-8.51 loss:-0.01348 fps:1383 +frame:5.92e+06 wall_t:4281 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.093 +2026-01-07 22:06:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.83 total_reward_ma:-8.49 loss:-0.0149 fps:1383 +frame:5.93e+06 wall_t:4288 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.184 +2026-01-07 22:06:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.93 total_reward_ma:-8.48 loss:-0.01523 fps:1383 +frame:5.94e+06 wall_t:4296 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.14 +2026-01-07 22:06:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.94 total_reward_ma:-8.47 loss:-0.01481 fps:1383 +frame:5.95e+06 wall_t:4303 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.058 +2026-01-07 22:06:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.95 total_reward_ma:-8.46 loss:-0.01336 fps:1383 +frame:5.96e+06 wall_t:4311 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.112 +2026-01-07 22:06:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.45 loss:-0.01422 fps:1383 +frame:5.97e+06 wall_t:4318 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.186 +2026-01-07 22:06:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.07 total_reward_ma:-8.44 loss:-0.01248 fps:1383 +frame:5.98e+06 wall_t:4324 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.132 +2026-01-07 22:06:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.07 total_reward_ma:-8.43 loss:-0.01498 fps:1383 +frame:5.99e+06 wall_t:4330 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.177 +2026-01-07 22:07:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.09 total_reward_ma:-8.42 loss:-0.01484 fps:1383 +frame:6.00e+06 wall_t:4337 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.233 +2026-01-07 22:07:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.12 total_reward_ma:-8.42 loss:-0.01531 fps:1384 +frame:6.01e+06 wall_t:4343 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 22:07:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.11 total_reward_ma:-8.41 loss:-0.01572 fps:1384 +frame:6.02e+06 wall_t:4349 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 22:07:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.10 total_reward_ma:-8.40 loss:-0.01503 fps:1385 +frame:6.03e+06 wall_t:4355 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:07:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.12 total_reward_ma:-8.39 loss:-0.01665 fps:1385 +frame:6.04e+06 wall_t:4362 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 22:07:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-8.38 loss:-0.01485 fps:1385 +frame:6.05e+06 wall_t:4369 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.229 +2026-01-07 22:07:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.17 total_reward_ma:-8.37 loss:-0.01452 fps:1385 +frame:6.06e+06 wall_t:4376 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 22:07:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-8.36 loss:-0.01556 fps:1385 +frame:6.07e+06 wall_t:4383 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 22:07:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.20 total_reward_ma:-8.35 loss:-0.01419 fps:1385 +frame:6.08e+06 wall_t:4390 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:08:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.22 total_reward_ma:-8.35 loss:-0.01309 fps:1385 +frame:6.09e+06 wall_t:4396 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 22:08:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.32 total_reward_ma:-8.34 loss:-0.01517 fps:1386 +frame:6.10e+06 wall_t:4402 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.25 +2026-01-07 22:08:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.31 total_reward_ma:-8.33 loss:-0.01596 fps:1386 +frame:6.11e+06 wall_t:4409 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 22:08:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.34 total_reward_ma:-8.33 loss:-0.01468 fps:1386 +frame:6.12e+06 wall_t:4416 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:08:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.35 total_reward_ma:-8.32 loss:-0.01555 fps:1386 +frame:6.13e+06 wall_t:4422 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 22:08:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.39 total_reward_ma:-8.32 loss:-0.014 fps:1386 +frame:6.14e+06 wall_t:4429 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 22:08:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.41 total_reward_ma:-8.31 loss:-0.01328 fps:1387 +frame:6.15e+06 wall_t:4435 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 22:08:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.37 total_reward_ma:-8.31 loss:-0.01342 fps:1387 +frame:6.16e+06 wall_t:4441 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:08:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.34 total_reward_ma:-8.30 loss:-0.01487 fps:1387 +frame:6.17e+06 wall_t:4448 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 22:09:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.31 total_reward_ma:-8.30 loss:-0.01458 fps:1388 +frame:6.18e+06 wall_t:4454 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:09:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.31 total_reward_ma:-8.29 loss:-0.01457 fps:1388 +frame:6.19e+06 wall_t:4461 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 22:09:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.29 total_reward_ma:-8.28 loss:-0.01536 fps:1388 +frame:6.20e+06 wall_t:4468 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 22:09:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.27 total_reward_ma:-8.28 loss:-0.01627 fps:1387 +frame:6.21e+06 wall_t:4476 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 22:09:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.16 total_reward_ma:-8.27 loss:-0.01828 fps:1387 +frame:6.22e+06 wall_t:4483 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.236 +2026-01-07 22:09:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.15 total_reward_ma:-8.27 loss:-0.01337 fps:1388 +frame:6.23e+06 wall_t:4489 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:09:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.26 loss:-0.01428 fps:1388 +frame:6.24e+06 wall_t:4496 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 22:09:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.25 loss:-0.01559 fps:1388 +frame:6.25e+06 wall_t:4503 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 22:09:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.04 total_reward_ma:-8.24 loss:-0.01492 fps:1388 +frame:6.26e+06 wall_t:4510 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 22:10:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-8.06 total_reward_ma:-8.24 loss:-0.01432 fps:1388 +frame:6.27e+06 wall_t:4516 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 22:10:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.99 total_reward_ma:-8.23 loss:-0.01561 fps:1388 +frame:6.28e+06 wall_t:4523 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:10:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.97 total_reward_ma:-8.22 loss:-0.01493 fps:1389 +frame:6.29e+06 wall_t:4529 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:10:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.92 total_reward_ma:-8.21 loss:-0.01682 fps:1389 +frame:6.30e+06 wall_t:4536 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 22:10:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.93 total_reward_ma:-8.21 loss:-0.01428 fps:1389 +frame:6.31e+06 wall_t:4543 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:10:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.93 total_reward_ma:-8.20 loss:-0.01492 fps:1389 +frame:6.32e+06 wall_t:4549 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:10:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.90 total_reward_ma:-8.19 loss:-0.01388 fps:1390 +frame:6.33e+06 wall_t:4555 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:10:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.90 total_reward_ma:-8.18 loss:-0.01444 fps:1390 +frame:6.34e+06 wall_t:4562 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.252 +2026-01-07 22:10:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.76 total_reward_ma:-8.18 loss:-0.01497 fps:1390 +frame:6.35e+06 wall_t:4568 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:11:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.69 total_reward_ma:-8.17 loss:-0.0156 fps:1390 +frame:6.36e+06 wall_t:4575 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.19 +2026-01-07 22:11:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.68 total_reward_ma:-8.16 loss:-0.01503 fps:1391 +frame:6.37e+06 wall_t:4581 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 22:11:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.68 total_reward_ma:-8.15 loss:-0.0136 fps:1391 +frame:6.38e+06 wall_t:4588 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:11:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-8.14 loss:-0.01517 fps:1391 +frame:6.39e+06 wall_t:4594 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 22:11:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.58 total_reward_ma:-8.13 loss:-0.01405 fps:1391 +frame:6.40e+06 wall_t:4601 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 22:11:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.62 total_reward_ma:-8.12 loss:-0.01438 fps:1391 +frame:6.41e+06 wall_t:4607 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 22:11:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.61 total_reward_ma:-8.11 loss:-0.01349 fps:1392 +frame:6.42e+06 wall_t:4613 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 22:11:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-8.10 loss:-0.01414 fps:1392 +frame:6.43e+06 wall_t:4620 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.242 +2026-01-07 22:11:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-8.09 loss:-0.01562 fps:1392 +frame:6.44e+06 wall_t:4626 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.202 +2026-01-07 22:12:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-8.08 loss:-0.01522 fps:1392 +frame:6.45e+06 wall_t:4633 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 22:12:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-8.07 loss:-0.01456 fps:1392 +frame:6.46e+06 wall_t:4640 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 22:12:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.45 total_reward_ma:-8.06 loss:-0.01319 fps:1393 +frame:6.47e+06 wall_t:4646 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:12:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.49 total_reward_ma:-8.05 loss:-0.01388 fps:1393 +frame:6.48e+06 wall_t:4653 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 22:12:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.45 total_reward_ma:-8.04 loss:-0.01254 fps:1393 +frame:6.49e+06 wall_t:4660 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.189 +2026-01-07 22:12:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.46 total_reward_ma:-8.03 loss:-0.01491 fps:1393 +frame:6.50e+06 wall_t:4666 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.21 +2026-01-07 22:12:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.48 total_reward_ma:-8.02 loss:-0.0133 fps:1393 +frame:6.51e+06 wall_t:4673 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 22:12:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.39 total_reward_ma:-8.01 loss:-0.01409 fps:1392 +frame:6.52e+06 wall_t:4683 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:13:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-8.00 loss:-0.01471 fps:1390 +frame:6.53e+06 wall_t:4699 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:13:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-7.99 loss:-0.01393 fps:1390 +frame:6.54e+06 wall_t:4705 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 22:13:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-7.98 loss:-0.01442 fps:1387 +frame:6.55e+06 wall_t:4724 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 22:13:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-7.97 loss:-0.01176 fps:1387 +frame:6.56e+06 wall_t:4731 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:13:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-7.96 loss:-0.01448 fps:1386 +frame:6.57e+06 wall_t:4739 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 22:13:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-7.95 loss:-0.01287 fps:1387 +frame:6.58e+06 wall_t:4745 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 22:13:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.32 total_reward_ma:-7.94 loss:-0.01427 fps:1387 +frame:6.59e+06 wall_t:4751 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 22:14:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.32 total_reward_ma:-7.93 loss:-0.01425 fps:1387 +frame:6.60e+06 wall_t:4758 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:14:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.34 total_reward_ma:-7.92 loss:-0.01498 fps:1387 +frame:6.61e+06 wall_t:4764 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:14:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-7.91 loss:-0.01589 fps:1388 +frame:6.62e+06 wall_t:4771 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 22:14:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-7.90 loss:-0.01437 fps:1388 +frame:6.63e+06 wall_t:4777 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 22:14:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.21 total_reward_ma:-7.89 loss:-0.01304 fps:1388 +frame:6.64e+06 wall_t:4784 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:14:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.21 total_reward_ma:-7.88 loss:-0.01519 fps:1388 +frame:6.65e+06 wall_t:4790 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:14:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.87 loss:-0.01319 fps:1389 +frame:6.66e+06 wall_t:4795 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:14:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.86 loss:-0.01501 fps:1389 +frame:6.67e+06 wall_t:4802 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.14 +2026-01-07 22:14:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.29 total_reward_ma:-7.86 loss:-0.01349 fps:1389 +frame:6.68e+06 wall_t:4808 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 22:15:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.31 total_reward_ma:-7.85 loss:-0.01405 fps:1389 +frame:6.69e+06 wall_t:4815 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 22:15:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.24 total_reward_ma:-7.84 loss:-0.01457 fps:1390 +frame:6.70e+06 wall_t:4821 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 22:15:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.83 loss:-0.01307 fps:1390 +frame:6.71e+06 wall_t:4828 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:15:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.82 loss:-0.01536 fps:1390 +frame:6.72e+06 wall_t:4835 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 22:15:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.29 total_reward_ma:-7.81 loss:-0.01449 fps:1390 +frame:6.73e+06 wall_t:4841 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 22:15:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.30 total_reward_ma:-7.81 loss:-0.01494 fps:1390 +frame:6.74e+06 wall_t:4848 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 22:15:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.80 loss:-0.01463 fps:1391 +frame:6.75e+06 wall_t:4853 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:15:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.24 total_reward_ma:-7.79 loss:-0.01291 fps:1391 +frame:6.76e+06 wall_t:4859 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:15:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.24 total_reward_ma:-7.78 loss:-0.01402 fps:1391 +frame:6.77e+06 wall_t:4866 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.226 +2026-01-07 22:15:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.25 total_reward_ma:-7.77 loss:-0.01411 fps:1392 +frame:6.78e+06 wall_t:4872 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 22:16:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.39 total_reward_ma:-7.77 loss:-0.0151 fps:1392 +frame:6.79e+06 wall_t:4878 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 22:16:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-7.76 loss:-0.01572 fps:1392 +frame:6.80e+06 wall_t:4885 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:16:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.33 total_reward_ma:-7.75 loss:-0.01449 fps:1392 +frame:6.81e+06 wall_t:4892 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 22:16:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.33 total_reward_ma:-7.75 loss:-0.01327 fps:1392 +frame:6.82e+06 wall_t:4899 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 22:16:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.29 total_reward_ma:-7.74 loss:-0.01563 fps:1392 +frame:6.83e+06 wall_t:4906 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.24 +2026-01-07 22:16:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.34 total_reward_ma:-7.74 loss:-0.01283 fps:1392 +frame:6.84e+06 wall_t:4913 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:16:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-7.73 loss:-0.01422 fps:1392 +frame:6.85e+06 wall_t:4920 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:16:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.41 total_reward_ma:-7.73 loss:-0.01314 fps:1393 +frame:6.86e+06 wall_t:4926 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:17:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.43 total_reward_ma:-7.73 loss:-0.0143 fps:1393 +frame:6.87e+06 wall_t:4933 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 22:17:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.44 total_reward_ma:-7.72 loss:-0.0129 fps:1393 +frame:6.88e+06 wall_t:4940 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:17:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-7.72 loss:-0.01263 fps:1393 +frame:6.89e+06 wall_t:4947 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:17:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.44 total_reward_ma:-7.71 loss:-0.01549 fps:1393 +frame:6.90e+06 wall_t:4954 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:17:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.50 total_reward_ma:-7.71 loss:-0.01503 fps:1393 +frame:6.91e+06 wall_t:4961 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 22:17:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.50 total_reward_ma:-7.71 loss:-0.01227 fps:1393 +frame:6.92e+06 wall_t:4967 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:17:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.52 total_reward_ma:-7.70 loss:-0.01212 fps:1393 +frame:6.93e+06 wall_t:4975 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:17:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.52 total_reward_ma:-7.70 loss:-0.01333 fps:1393 +frame:6.94e+06 wall_t:4981 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 22:17:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-7.70 loss:-0.01363 fps:1393 +frame:6.95e+06 wall_t:4988 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 22:18:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.62 total_reward_ma:-7.69 loss:-0.01219 fps:1393 +frame:6.96e+06 wall_t:4995 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:18:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.65 total_reward_ma:-7.69 loss:-0.01201 fps:1394 +frame:6.97e+06 wall_t:5001 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:18:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.66 total_reward_ma:-7.69 loss:-0.0143 fps:1394 +frame:6.98e+06 wall_t:5007 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:18:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.68 total_reward_ma:-7.68 loss:-0.01487 fps:1394 +frame:6.99e+06 wall_t:5014 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 22:18:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.69 total_reward_ma:-7.68 loss:-0.0148 fps:1395 +frame:7.00e+06 wall_t:5019 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 22:18:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.66 total_reward_ma:-7.67 loss:-0.01562 fps:1395 +frame:7.01e+06 wall_t:5025 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:18:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.74 total_reward_ma:-7.67 loss:-0.0129 fps:1395 +frame:7.02e+06 wall_t:5032 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:18:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.76 total_reward_ma:-7.67 loss:-0.01535 fps:1395 +frame:7.03e+06 wall_t:5038 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.264 +2026-01-07 22:18:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.71 total_reward_ma:-7.66 loss:-0.01529 fps:1395 +frame:7.04e+06 wall_t:5045 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:18:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.70 total_reward_ma:-7.66 loss:-0.01438 fps:1396 +frame:7.05e+06 wall_t:5051 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:19:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.76 total_reward_ma:-7.65 loss:-0.0145 fps:1396 +frame:7.06e+06 wall_t:5058 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 22:19:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.76 total_reward_ma:-7.65 loss:-0.01559 fps:1396 +frame:7.07e+06 wall_t:5065 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 22:19:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.77 total_reward_ma:-7.64 loss:-0.01046 fps:1396 +frame:7.08e+06 wall_t:5071 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:19:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.74 total_reward_ma:-7.64 loss:-0.01417 fps:1396 +frame:7.09e+06 wall_t:5077 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 22:19:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.72 total_reward_ma:-7.63 loss:-0.01436 fps:1397 +frame:7.10e+06 wall_t:5083 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 22:19:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.69 total_reward_ma:-7.63 loss:-0.01317 fps:1397 +frame:7.11e+06 wall_t:5091 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:19:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.69 total_reward_ma:-7.62 loss:-0.01477 fps:1397 +frame:7.12e+06 wall_t:5098 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 22:19:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.60 total_reward_ma:-7.61 loss:-0.01474 fps:1397 +frame:7.13e+06 wall_t:5104 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:19:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.62 total_reward_ma:-7.61 loss:-0.01439 fps:1397 +frame:7.14e+06 wall_t:5111 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:20:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.62 total_reward_ma:-7.60 loss:-0.01362 fps:1397 +frame:7.15e+06 wall_t:5118 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 22:20:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.61 total_reward_ma:-7.59 loss:-0.0137 fps:1397 +frame:7.16e+06 wall_t:5125 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:20:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.61 total_reward_ma:-7.58 loss:-0.01388 fps:1397 +frame:7.17e+06 wall_t:5131 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 22:20:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.57 total_reward_ma:-7.58 loss:-0.01287 fps:1398 +frame:7.18e+06 wall_t:5137 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 22:20:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.56 total_reward_ma:-7.57 loss:-0.01313 fps:1398 +frame:7.19e+06 wall_t:5144 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:20:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.49 total_reward_ma:-7.56 loss:-0.01306 fps:1398 +frame:7.20e+06 wall_t:5150 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:20:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.53 total_reward_ma:-7.55 loss:-0.01409 fps:1398 +frame:7.21e+06 wall_t:5156 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 22:20:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.50 total_reward_ma:-7.55 loss:-0.017 fps:1398 +frame:7.22e+06 wall_t:5163 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.19 +2026-01-07 22:20:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.47 total_reward_ma:-7.54 loss:-0.01476 fps:1399 +frame:7.23e+06 wall_t:5169 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 22:21:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.54 total_reward_ma:-7.53 loss:-0.01475 fps:1399 +frame:7.24e+06 wall_t:5176 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 22:21:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.54 total_reward_ma:-7.53 loss:-0.01503 fps:1399 +frame:7.25e+06 wall_t:5182 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:21:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.52 total_reward_ma:-7.52 loss:-0.01413 fps:1399 +frame:7.26e+06 wall_t:5188 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 22:21:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.54 total_reward_ma:-7.52 loss:-0.01285 fps:1399 +frame:7.27e+06 wall_t:5196 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 22:21:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.54 total_reward_ma:-7.51 loss:-0.01405 fps:1399 +frame:7.28e+06 wall_t:5204 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 22:21:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.54 total_reward_ma:-7.51 loss:-0.0141 fps:1399 +frame:7.29e+06 wall_t:5211 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:21:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.46 total_reward_ma:-7.50 loss:-0.01355 fps:1399 +frame:7.30e+06 wall_t:5218 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 22:21:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.41 total_reward_ma:-7.50 loss:-0.0122 fps:1399 +frame:7.31e+06 wall_t:5224 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 22:21:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.41 total_reward_ma:-7.49 loss:-0.0122 fps:1399 +frame:7.32e+06 wall_t:5231 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:22:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.41 total_reward_ma:-7.49 loss:-0.01442 fps:1400 +frame:7.33e+06 wall_t:5237 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 22:22:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-7.48 loss:-0.01322 fps:1400 +frame:7.34e+06 wall_t:5243 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 22:22:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.27 total_reward_ma:-7.48 loss:-0.01336 fps:1400 +frame:7.35e+06 wall_t:5249 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:22:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.30 total_reward_ma:-7.48 loss:-0.01204 fps:1400 +frame:7.36e+06 wall_t:5256 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:22:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.21 total_reward_ma:-7.47 loss:-0.01321 fps:1401 +frame:7.37e+06 wall_t:5262 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 22:22:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.47 loss:-0.01211 fps:1401 +frame:7.38e+06 wall_t:5268 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:22:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.19 total_reward_ma:-7.46 loss:-0.01478 fps:1401 +frame:7.39e+06 wall_t:5275 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:22:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.46 loss:-0.01433 fps:1401 +frame:7.40e+06 wall_t:5281 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:22:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-7.45 loss:-0.01363 fps:1401 +frame:7.41e+06 wall_t:5288 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 22:23:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-7.45 loss:-0.0137 fps:1402 +frame:7.42e+06 wall_t:5294 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 22:23:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-7.44 loss:-0.0135 fps:1402 +frame:7.43e+06 wall_t:5300 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.229 +2026-01-07 22:23:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-7.44 loss:-0.01368 fps:1402 +frame:7.44e+06 wall_t:5307 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:23:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-7.43 loss:-0.01399 fps:1402 +frame:7.45e+06 wall_t:5313 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:23:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.21 total_reward_ma:-7.43 loss:-0.01289 fps:1402 +frame:7.46e+06 wall_t:5320 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:23:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-7.43 loss:-0.01512 fps:1403 +frame:7.47e+06 wall_t:5326 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:23:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.29 total_reward_ma:-7.43 loss:-0.01313 fps:1403 +frame:7.48e+06 wall_t:5332 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:23:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.43 loss:-0.01312 fps:1403 +frame:7.49e+06 wall_t:5339 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:23:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.22 total_reward_ma:-7.42 loss:-0.01318 fps:1403 +frame:7.50e+06 wall_t:5345 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 22:23:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.42 loss:-0.01217 fps:1403 +frame:7.51e+06 wall_t:5351 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.014 +2026-01-07 22:24:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.19 total_reward_ma:-7.42 loss:-0.01327 fps:1404 +frame:7.52e+06 wall_t:5358 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:24:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.15 total_reward_ma:-7.42 loss:-0.01193 fps:1404 +frame:7.53e+06 wall_t:5365 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:24:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-7.42 loss:-0.01331 fps:1404 +frame:7.54e+06 wall_t:5371 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:24:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.09 total_reward_ma:-7.41 loss:-0.01177 fps:1404 +frame:7.55e+06 wall_t:5378 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 22:24:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.08 total_reward_ma:-7.41 loss:-0.01235 fps:1404 +frame:7.56e+06 wall_t:5384 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.006 +2026-01-07 22:24:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.15 total_reward_ma:-7.41 loss:-0.01168 fps:1404 +frame:7.57e+06 wall_t:5390 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:24:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-7.40 loss:-0.0155 fps:1404 +frame:7.58e+06 wall_t:5397 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 22:24:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-7.40 loss:-0.01386 fps:1405 +frame:7.59e+06 wall_t:5403 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 22:24:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.08 total_reward_ma:-7.40 loss:-0.01376 fps:1405 +frame:7.60e+06 wall_t:5409 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:25:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.06 total_reward_ma:-7.40 loss:-0.01424 fps:1405 +frame:7.61e+06 wall_t:5416 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:25:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.99 total_reward_ma:-7.39 loss:-0.01362 fps:1405 +frame:7.62e+06 wall_t:5423 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:25:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-7.39 loss:-0.01318 fps:1405 +frame:7.63e+06 wall_t:5430 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:25:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.95 total_reward_ma:-7.39 loss:-0.01159 fps:1405 +frame:7.64e+06 wall_t:5436 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:25:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.94 total_reward_ma:-7.39 loss:-0.01335 fps:1406 +frame:7.65e+06 wall_t:5442 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 22:25:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.94 total_reward_ma:-7.38 loss:-0.01271 fps:1406 +frame:7.66e+06 wall_t:5448 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:25:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.96 total_reward_ma:-7.38 loss:-0.01245 fps:1406 +frame:7.67e+06 wall_t:5455 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:25:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.90 total_reward_ma:-7.38 loss:-0.01304 fps:1406 +frame:7.68e+06 wall_t:5462 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:25:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.97 total_reward_ma:-7.37 loss:-0.01377 fps:1406 +frame:7.69e+06 wall_t:5468 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 22:26:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.08 total_reward_ma:-7.37 loss:-0.01346 fps:1407 +frame:7.70e+06 wall_t:5474 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 22:26:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.08 total_reward_ma:-7.37 loss:-0.01383 fps:1407 +frame:7.71e+06 wall_t:5481 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 22:26:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.07 total_reward_ma:-7.37 loss:-0.01425 fps:1407 +frame:7.72e+06 wall_t:5488 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:26:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.13 total_reward_ma:-7.37 loss:-0.01253 fps:1407 +frame:7.73e+06 wall_t:5494 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 22:26:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-7.36 loss:-0.01319 fps:1407 +frame:7.74e+06 wall_t:5501 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 22:26:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.06 total_reward_ma:-7.36 loss:-0.01368 fps:1407 +frame:7.75e+06 wall_t:5507 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 22:26:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.06 total_reward_ma:-7.36 loss:-0.01204 fps:1408 +frame:7.76e+06 wall_t:5513 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 22:26:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.06 total_reward_ma:-7.36 loss:-0.01378 fps:1408 +frame:7.77e+06 wall_t:5519 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 22:26:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.09 total_reward_ma:-7.36 loss:-0.01348 fps:1406 +frame:7.78e+06 wall_t:5532 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 22:27:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.07 total_reward_ma:-7.35 loss:-0.01476 fps:1407 +frame:7.79e+06 wall_t:5538 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 22:27:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-7.05 total_reward_ma:-7.35 loss:-0.01521 fps:1406 +frame:7.80e+06 wall_t:5548 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 22:27:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-7.35 loss:-0.01324 fps:1404 +frame:7.81e+06 wall_t:5561 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:27:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.84 total_reward_ma:-7.34 loss:-0.01421 fps:1403 +frame:7.82e+06 wall_t:5575 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:27:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.81 total_reward_ma:-7.34 loss:-0.015 fps:1403 +frame:7.83e+06 wall_t:5581 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 22:27:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.85 total_reward_ma:-7.33 loss:-0.01394 fps:1403 +frame:7.84e+06 wall_t:5587 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:28:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-7.33 loss:-0.0139 fps:1403 +frame:7.85e+06 wall_t:5594 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:28:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.91 total_reward_ma:-7.32 loss:-0.01309 fps:1404 +frame:7.86e+06 wall_t:5599 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 22:28:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.85 total_reward_ma:-7.32 loss:-0.01211 fps:1404 +frame:7.87e+06 wall_t:5605 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:28:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.81 total_reward_ma:-7.31 loss:-0.01286 fps:1404 +frame:7.88e+06 wall_t:5612 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:28:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.82 total_reward_ma:-7.30 loss:-0.01309 fps:1404 +frame:7.89e+06 wall_t:5619 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 22:28:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.85 total_reward_ma:-7.30 loss:-0.01214 fps:1404 +frame:7.90e+06 wall_t:5626 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:28:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.79 total_reward_ma:-7.29 loss:-0.01255 fps:1404 +frame:7.91e+06 wall_t:5632 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:28:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.81 total_reward_ma:-7.28 loss:-0.01205 fps:1404 +frame:7.92e+06 wall_t:5640 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 22:28:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-7.28 loss:-0.01359 fps:1405 +frame:7.93e+06 wall_t:5646 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 22:28:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.88 total_reward_ma:-7.27 loss:-0.01417 fps:1405 +frame:7.94e+06 wall_t:5652 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 22:29:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.90 total_reward_ma:-7.26 loss:-0.01488 fps:1405 +frame:7.95e+06 wall_t:5658 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 22:29:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-7.26 loss:-0.01289 fps:1405 +frame:7.96e+06 wall_t:5665 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 22:29:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-7.25 loss:-0.01476 fps:1405 +frame:7.97e+06 wall_t:5672 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 22:29:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.86 total_reward_ma:-7.24 loss:-0.0133 fps:1405 +frame:7.98e+06 wall_t:5679 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 22:29:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.78 total_reward_ma:-7.23 loss:-0.01312 fps:1405 +frame:7.99e+06 wall_t:5685 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:29:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.77 total_reward_ma:-7.22 loss:-0.01346 fps:1406 +frame:8.00e+06 wall_t:5691 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 22:29:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.78 total_reward_ma:-7.21 loss:-0.01227 fps:1406 +frame:8.01e+06 wall_t:5698 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:29:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.78 total_reward_ma:-7.20 loss:-0.01344 fps:1406 +frame:8.02e+06 wall_t:5704 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 22:29:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.82 total_reward_ma:-7.20 loss:-0.01349 fps:1406 +frame:8.03e+06 wall_t:5710 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:30:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.82 total_reward_ma:-7.19 loss:-0.01188 fps:1407 +frame:8.04e+06 wall_t:5716 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.958 +2026-01-07 22:30:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.79 total_reward_ma:-7.18 loss:-0.01056 fps:1407 +frame:8.05e+06 wall_t:5723 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:30:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.76 total_reward_ma:-7.17 loss:-0.01132 fps:1407 +frame:8.06e+06 wall_t:5729 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.043 +2026-01-07 22:30:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.72 total_reward_ma:-7.16 loss:-0.01247 fps:1407 +frame:8.07e+06 wall_t:5735 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 22:30:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.64 total_reward_ma:-7.15 loss:-0.01317 fps:1407 +frame:8.08e+06 wall_t:5742 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:30:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.68 total_reward_ma:-7.14 loss:-0.01169 fps:1407 +frame:8.09e+06 wall_t:5749 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.006 +2026-01-07 22:30:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.69 total_reward_ma:-7.12 loss:-0.01216 fps:1407 +frame:8.10e+06 wall_t:5755 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:30:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.65 total_reward_ma:-7.11 loss:-0.01243 fps:1408 +frame:8.11e+06 wall_t:5761 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.9799 +2026-01-07 22:30:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.64 total_reward_ma:-7.10 loss:-0.0118 fps:1408 +frame:8.12e+06 wall_t:5768 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:31:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.64 total_reward_ma:-7.09 loss:-0.01306 fps:1408 +frame:8.13e+06 wall_t:5774 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:31:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.50 total_reward_ma:-7.08 loss:-0.01302 fps:1408 +frame:8.14e+06 wall_t:5782 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:31:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.52 total_reward_ma:-7.07 loss:-0.01344 fps:1408 +frame:8.15e+06 wall_t:5789 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 22:31:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.52 total_reward_ma:-7.06 loss:-0.01229 fps:1408 +frame:8.16e+06 wall_t:5796 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:31:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.52 total_reward_ma:-7.05 loss:-0.01253 fps:1408 +frame:8.17e+06 wall_t:5802 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:31:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.65 total_reward_ma:-7.04 loss:-0.01275 fps:1408 +frame:8.18e+06 wall_t:5809 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:31:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.69 total_reward_ma:-7.03 loss:-0.01292 fps:1408 +frame:8.19e+06 wall_t:5816 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 22:31:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.70 total_reward_ma:-7.02 loss:-0.01342 fps:1408 +frame:8.20e+06 wall_t:5823 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 22:31:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.70 total_reward_ma:-7.02 loss:-0.01319 fps:1408 +frame:8.21e+06 wall_t:5831 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:32:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.50 total_reward_ma:-7.01 loss:-0.01206 fps:1408 +frame:8.22e+06 wall_t:5838 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:32:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.49 total_reward_ma:-7.00 loss:-0.0137 fps:1408 +frame:8.23e+06 wall_t:5845 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:32:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.49 total_reward_ma:-6.99 loss:-0.01218 fps:1408 +frame:8.24e+06 wall_t:5852 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:32:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.53 total_reward_ma:-6.98 loss:-0.01237 fps:1408 +frame:8.25e+06 wall_t:5858 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:32:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.47 total_reward_ma:-6.97 loss:-0.01466 fps:1408 +frame:8.26e+06 wall_t:5866 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:32:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.46 total_reward_ma:-6.95 loss:-0.01275 fps:1408 +frame:8.27e+06 wall_t:5872 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 22:32:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.44 total_reward_ma:-6.94 loss:-0.01312 fps:1409 +frame:8.28e+06 wall_t:5878 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 22:32:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.46 total_reward_ma:-6.93 loss:-0.01075 fps:1409 +frame:8.29e+06 wall_t:5885 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:32:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.46 total_reward_ma:-6.92 loss:-0.0135 fps:1409 +frame:8.30e+06 wall_t:5891 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:33:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.42 total_reward_ma:-6.91 loss:-0.01182 fps:1409 +frame:8.31e+06 wall_t:5899 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:33:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.41 total_reward_ma:-6.90 loss:-0.01124 fps:1409 +frame:8.32e+06 wall_t:5906 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:33:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.39 total_reward_ma:-6.89 loss:-0.01208 fps:1409 +frame:8.33e+06 wall_t:5913 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:33:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.33 total_reward_ma:-6.88 loss:-0.01298 fps:1409 +frame:8.34e+06 wall_t:5919 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 22:33:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.87 loss:-0.01332 fps:1409 +frame:8.35e+06 wall_t:5926 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:33:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.86 loss:-0.01256 fps:1409 +frame:8.36e+06 wall_t:5932 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 22:33:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.85 loss:-0.01227 fps:1410 +frame:8.37e+06 wall_t:5938 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:33:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.84 loss:-0.009998 fps:1410 +frame:8.38e+06 wall_t:5945 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.9728 +2026-01-07 22:33:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.83 loss:-0.009582 fps:1410 +frame:8.39e+06 wall_t:5952 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:34:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.82 loss:-0.01005 fps:1410 +frame:8.40e+06 wall_t:5958 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 22:34:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.81 loss:-0.01406 fps:1410 +frame:8.41e+06 wall_t:5965 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:34:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.80 loss:-0.01172 fps:1410 +frame:8.42e+06 wall_t:5972 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:34:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-6.79 loss:-0.01259 fps:1410 +frame:8.43e+06 wall_t:5979 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:34:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.78 loss:-0.0106 fps:1410 +frame:8.44e+06 wall_t:5986 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 22:34:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.77 loss:-0.01176 fps:1410 +frame:8.45e+06 wall_t:5993 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:34:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.76 loss:-0.01245 fps:1410 +frame:8.46e+06 wall_t:5999 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 22:34:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.75 loss:-0.01243 fps:1410 +frame:8.47e+06 wall_t:6006 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 22:35:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.74 loss:-0.01426 fps:1410 +frame:8.48e+06 wall_t:6013 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:35:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.73 loss:-0.01225 fps:1411 +frame:8.49e+06 wall_t:6019 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:35:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.72 loss:-0.01695 fps:1410 +frame:8.50e+06 wall_t:6027 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 22:35:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.71 loss:-0.01319 fps:1410 +frame:8.51e+06 wall_t:6034 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:35:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.70 loss:-0.01218 fps:1411 +frame:8.52e+06 wall_t:6040 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:35:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-6.69 loss:-0.01321 fps:1411 +frame:8.53e+06 wall_t:6047 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 22:35:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.68 loss:-0.01331 fps:1411 +frame:8.54e+06 wall_t:6053 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:35:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.67 loss:-0.01189 fps:1411 +frame:8.55e+06 wall_t:6060 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 22:35:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.66 loss:-0.01241 fps:1411 +frame:8.56e+06 wall_t:6067 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:36:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-6.65 loss:-0.01315 fps:1411 +frame:8.57e+06 wall_t:6073 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:36:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.64 loss:-0.01415 fps:1411 +frame:8.58e+06 wall_t:6080 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:36:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.63 loss:-0.01263 fps:1411 +frame:8.59e+06 wall_t:6087 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 22:36:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.62 loss:-0.01167 fps:1411 +frame:8.60e+06 wall_t:6094 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:36:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.61 loss:-0.01158 fps:1411 +frame:8.61e+06 wall_t:6101 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:36:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.60 loss:-0.01248 fps:1411 +frame:8.62e+06 wall_t:6107 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:36:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.59 loss:-0.01163 fps:1412 +frame:8.63e+06 wall_t:6114 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 22:36:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.59 loss:-0.0139 fps:1412 +frame:8.64e+06 wall_t:6121 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:36:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.34 total_reward_ma:-6.58 loss:-0.01124 fps:1412 +frame:8.65e+06 wall_t:6128 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.9864 +2026-01-07 22:37:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.33 total_reward_ma:-6.57 loss:-0.01253 fps:1412 +frame:8.66e+06 wall_t:6135 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:37:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-6.57 loss:-0.01358 fps:1412 +frame:8.67e+06 wall_t:6142 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:37:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.56 loss:-0.01301 fps:1412 +frame:8.68e+06 wall_t:6148 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:37:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.55 loss:-0.01177 fps:1412 +frame:8.69e+06 wall_t:6155 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:37:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.55 loss:-0.01173 fps:1412 +frame:8.70e+06 wall_t:6162 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.9447 +2026-01-07 22:37:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.54 loss:-0.01234 fps:1412 +frame:8.71e+06 wall_t:6168 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:37:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.53 loss:-0.01253 fps:1412 +frame:8.72e+06 wall_t:6175 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 22:37:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.52 loss:-0.01223 fps:1412 +frame:8.73e+06 wall_t:6182 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:37:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-6.51 loss:-0.01088 fps:1412 +frame:8.74e+06 wall_t:6188 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:38:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.43 total_reward_ma:-6.51 loss:-0.01203 fps:1412 +frame:8.75e+06 wall_t:6195 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.9785 +2026-01-07 22:38:09 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.42 total_reward_ma:-6.50 loss:-0.01074 fps:1412 +frame:8.76e+06 wall_t:6203 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.008 +2026-01-07 22:38:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.46 total_reward_ma:-6.50 loss:-0.01382 fps:1412 +frame:8.77e+06 wall_t:6210 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 22:38:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.39 total_reward_ma:-6.49 loss:-0.01229 fps:1412 +frame:8.78e+06 wall_t:6218 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:38:30 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.39 total_reward_ma:-6.48 loss:-0.01251 fps:1413 +frame:8.79e+06 wall_t:6223 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:38:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.49 total_reward_ma:-6.48 loss:-0.01236 fps:1413 +frame:8.80e+06 wall_t:6230 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:38:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.58 total_reward_ma:-6.47 loss:-0.01196 fps:1413 +frame:8.81e+06 wall_t:6236 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:38:50 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.58 total_reward_ma:-6.47 loss:-0.01356 fps:1413 +frame:8.82e+06 wall_t:6243 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:38:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.55 total_reward_ma:-6.47 loss:-0.01162 fps:1413 +frame:8.83e+06 wall_t:6250 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:39:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.55 total_reward_ma:-6.46 loss:-0.01127 fps:1413 +frame:8.84e+06 wall_t:6256 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 22:39:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.50 total_reward_ma:-6.46 loss:-0.01208 fps:1413 +frame:8.85e+06 wall_t:6263 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.9959 +2026-01-07 22:39:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.48 total_reward_ma:-6.46 loss:-0.01137 fps:1413 +frame:8.86e+06 wall_t:6269 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:39:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.48 total_reward_ma:-6.45 loss:-0.01037 fps:1413 +frame:8.87e+06 wall_t:6276 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.9461 +2026-01-07 22:39:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.45 total_reward_ma:-6.45 loss:-0.01352 fps:1414 +frame:8.88e+06 wall_t:6281 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:39:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.45 total_reward_ma:-6.45 loss:-0.01155 fps:1414 +frame:8.89e+06 wall_t:6288 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:39:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.41 total_reward_ma:-6.44 loss:-0.01028 fps:1414 +frame:8.90e+06 wall_t:6295 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 22:39:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.39 total_reward_ma:-6.44 loss:-0.01234 fps:1414 +frame:8.91e+06 wall_t:6301 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:39:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.43 loss:-0.01193 fps:1414 +frame:8.92e+06 wall_t:6307 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 22:40:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.42 loss:-0.009856 fps:1414 +frame:8.93e+06 wall_t:6314 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.9468 +2026-01-07 22:40:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.42 loss:-0.01213 fps:1414 +frame:8.94e+06 wall_t:6321 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 22:40:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.41 loss:-0.01075 fps:1415 +frame:8.95e+06 wall_t:6327 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.9515 +2026-01-07 22:40:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.40 loss:-0.01167 fps:1415 +frame:8.96e+06 wall_t:6334 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.9953 +2026-01-07 22:40:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.40 loss:-0.01215 fps:1415 +frame:8.97e+06 wall_t:6340 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:40:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.22 total_reward_ma:-6.39 loss:-0.01278 fps:1415 +frame:8.98e+06 wall_t:6347 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 22:40:41 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.39 loss:-0.01309 fps:1415 +frame:8.99e+06 wall_t:6354 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 22:40:48 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.41 total_reward_ma:-6.38 loss:-0.01012 fps:1415 +frame:9.00e+06 wall_t:6361 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:40:55 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.41 total_reward_ma:-6.38 loss:-0.01107 fps:1415 +frame:9.01e+06 wall_t:6368 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:41:01 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.40 total_reward_ma:-6.38 loss:-0.01131 fps:1415 +frame:9.02e+06 wall_t:6375 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.9945 +2026-01-07 22:41:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.35 total_reward_ma:-6.37 loss:-0.01025 fps:1415 +frame:9.03e+06 wall_t:6381 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.9622 +2026-01-07 22:41:14 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.33 total_reward_ma:-6.37 loss:-0.01225 fps:1415 +frame:9.04e+06 wall_t:6387 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:41:20 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-6.36 loss:-0.01072 fps:1416 +frame:9.05e+06 wall_t:6393 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:41:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.36 loss:-0.01038 fps:1415 +frame:9.06e+06 wall_t:6401 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:41:35 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.35 loss:-0.01161 fps:1415 +frame:9.07e+06 wall_t:6408 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.9768 +2026-01-07 22:41:42 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-6.35 loss:-0.01099 fps:1415 +frame:9.08e+06 wall_t:6416 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:41:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.32 total_reward_ma:-6.34 loss:-0.01155 fps:1415 +frame:9.09e+06 wall_t:6422 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:41:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.30 total_reward_ma:-6.34 loss:-0.01074 fps:1415 +frame:9.10e+06 wall_t:6430 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.977 +2026-01-07 22:42:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.34 loss:-0.01139 fps:1415 +frame:9.11e+06 wall_t:6438 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:42:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.33 loss:-0.01012 fps:1415 +frame:9.12e+06 wall_t:6445 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 22:42:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.33 loss:-0.01055 fps:1415 +frame:9.13e+06 wall_t:6453 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:42:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.33 loss:-0.01086 fps:1415 +frame:9.14e+06 wall_t:6459 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 22:42:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.32 loss:-0.01174 fps:1415 +frame:9.15e+06 wall_t:6466 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.9685 +2026-01-07 22:42:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.32 loss:-0.01004 fps:1415 +frame:9.16e+06 wall_t:6472 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 22:42:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.21 total_reward_ma:-6.32 loss:-0.01061 fps:1415 +frame:9.17e+06 wall_t:6479 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:42:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.31 loss:-0.01015 fps:1415 +frame:9.18e+06 wall_t:6486 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.988 +2026-01-07 22:42:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-6.31 loss:-0.01117 fps:1416 +frame:9.19e+06 wall_t:6492 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:43:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.05 total_reward_ma:-6.30 loss:-0.011 fps:1416 +frame:9.20e+06 wall_t:6498 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.9646 +2026-01-07 22:43:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.00 total_reward_ma:-6.29 loss:-0.01332 fps:1416 +frame:9.21e+06 wall_t:6503 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:43:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.29 loss:-0.01109 fps:1417 +frame:9.22e+06 wall_t:6508 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 22:43:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.82 total_reward_ma:-6.28 loss:-0.01089 fps:1417 +frame:9.23e+06 wall_t:6514 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.008 +2026-01-07 22:43:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.81 total_reward_ma:-6.27 loss:-0.01081 fps:1417 +frame:9.24e+06 wall_t:6520 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:43:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.84 total_reward_ma:-6.27 loss:-0.01249 fps:1417 +frame:9.25e+06 wall_t:6526 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:43:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.85 total_reward_ma:-6.26 loss:-0.01084 fps:1417 +frame:9.26e+06 wall_t:6533 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:43:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.90 total_reward_ma:-6.25 loss:-0.01081 fps:1417 +frame:9.27e+06 wall_t:6540 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:43:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.83 total_reward_ma:-6.25 loss:-0.01101 fps:1417 +frame:9.28e+06 wall_t:6547 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.013 +2026-01-07 22:44:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.88 total_reward_ma:-6.24 loss:-0.01139 fps:1417 +frame:9.29e+06 wall_t:6554 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 22:44:08 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.90 total_reward_ma:-6.24 loss:-0.01131 fps:1417 +frame:9.30e+06 wall_t:6561 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:44:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.23 loss:-0.01213 fps:1417 +frame:9.31e+06 wall_t:6568 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:44:22 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.23 loss:-0.01116 fps:1417 +frame:9.32e+06 wall_t:6575 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:44:29 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-6.22 loss:-0.01075 fps:1418 +frame:9.33e+06 wall_t:6582 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 22:44:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.22 loss:-0.01112 fps:1417 +frame:9.34e+06 wall_t:6590 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.012 +2026-01-07 22:44:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.00 total_reward_ma:-6.22 loss:-0.01283 fps:1417 +frame:9.35e+06 wall_t:6597 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:44:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.95 total_reward_ma:-6.22 loss:-0.01024 fps:1417 +frame:9.36e+06 wall_t:6604 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.9738 +2026-01-07 22:44:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.21 loss:-0.01187 fps:1417 +frame:9.37e+06 wall_t:6611 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:45:04 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.95 total_reward_ma:-6.21 loss:-0.01239 fps:1418 +frame:9.38e+06 wall_t:6617 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 22:45:10 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.94 total_reward_ma:-6.21 loss:-0.01154 fps:1418 +frame:9.39e+06 wall_t:6623 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:45:16 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.94 total_reward_ma:-6.20 loss:-0.01232 fps:1418 +frame:9.40e+06 wall_t:6630 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:45:23 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.94 total_reward_ma:-6.20 loss:-0.01168 fps:1418 +frame:9.41e+06 wall_t:6636 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:45:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.94 total_reward_ma:-6.20 loss:-0.0109 fps:1418 +frame:9.42e+06 wall_t:6644 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 22:45:38 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.98 total_reward_ma:-6.20 loss:-0.01176 fps:1418 +frame:9.43e+06 wall_t:6651 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:45:45 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.20 loss:-0.0112 fps:1418 +frame:9.44e+06 wall_t:6658 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.9861 +2026-01-07 22:45:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.05 total_reward_ma:-6.20 loss:-0.01076 fps:1418 +frame:9.45e+06 wall_t:6665 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:45:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.20 loss:-0.01238 fps:1418 +frame:9.46e+06 wall_t:6672 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.9674 +2026-01-07 22:46:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.00 total_reward_ma:-6.20 loss:-0.0119 fps:1418 +frame:9.47e+06 wall_t:6678 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:46:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.19 loss:-0.01053 fps:1418 +frame:9.48e+06 wall_t:6684 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:46:17 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.19 loss:-0.01223 fps:1418 +frame:9.49e+06 wall_t:6691 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:46:24 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.19 loss:-0.009929 fps:1419 +frame:9.50e+06 wall_t:6697 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:46:31 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.19 loss:-0.01056 fps:1419 +frame:9.51e+06 wall_t:6704 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:46:37 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.88 total_reward_ma:-6.19 loss:-0.01011 fps:1419 +frame:9.52e+06 wall_t:6710 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.9786 +2026-01-07 22:46:44 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.19 loss:-0.0105 fps:1419 +frame:9.53e+06 wall_t:6717 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.9692 +2026-01-07 22:46:51 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.18 loss:-0.0108 fps:1419 +frame:9.54e+06 wall_t:6724 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:46:58 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.85 total_reward_ma:-6.18 loss:-0.01086 fps:1419 +frame:9.55e+06 wall_t:6731 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:47:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.87 total_reward_ma:-6.18 loss:-0.009051 fps:1419 +frame:9.56e+06 wall_t:6738 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.9863 +2026-01-07 22:47:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.72 total_reward_ma:-6.17 loss:-0.0105 fps:1419 +frame:9.57e+06 wall_t:6745 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 22:47:18 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.17 loss:-0.009938 fps:1419 +frame:9.58e+06 wall_t:6751 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 22:47:25 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.90 total_reward_ma:-6.17 loss:-0.009303 fps:1419 +frame:9.59e+06 wall_t:6759 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:47:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.16 loss:-0.01091 fps:1419 +frame:9.60e+06 wall_t:6765 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:47:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.16 loss:-0.01041 fps:1419 +frame:9.61e+06 wall_t:6773 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.075 +2026-01-07 22:47:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.16 loss:-0.009617 fps:1419 +frame:9.62e+06 wall_t:6780 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.04 +2026-01-07 22:47:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.16 loss:-0.01156 fps:1419 +frame:9.63e+06 wall_t:6786 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.01 +2026-01-07 22:47:59 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.16 loss:-0.009996 fps:1419 +frame:9.64e+06 wall_t:6792 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.066 +2026-01-07 22:48:05 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.16 loss:-0.009803 fps:1420 +frame:9.65e+06 wall_t:6798 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.074 +2026-01-07 22:48:12 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.16 loss:-0.01074 fps:1419 +frame:9.66e+06 wall_t:6806 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.071 +2026-01-07 22:48:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.15 loss:-0.01081 fps:1420 +frame:9.67e+06 wall_t:6812 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.079 +2026-01-07 22:48:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-6.15 loss:-0.01193 fps:1420 +frame:9.68e+06 wall_t:6819 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.062 +2026-01-07 22:48:33 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.15 loss:-0.012 fps:1420 +frame:9.69e+06 wall_t:6826 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.072 +2026-01-07 22:48:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.15 loss:-0.01049 fps:1420 +frame:9.70e+06 wall_t:6833 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.104 +2026-01-07 22:48:47 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.15 loss:-0.01017 fps:1420 +frame:9.71e+06 wall_t:6840 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.084 +2026-01-07 22:48:54 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.15 loss:-0.01012 fps:1420 +frame:9.72e+06 wall_t:6847 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.055 +2026-01-07 22:49:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.15 loss:-0.01052 fps:1420 +frame:9.73e+06 wall_t:6854 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.087 +2026-01-07 22:49:07 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.14 loss:-0.01099 fps:1420 +frame:9.74e+06 wall_t:6860 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.063 +2026-01-07 22:49:15 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.14 loss:-0.009686 fps:1420 +frame:9.75e+06 wall_t:6868 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.075 +2026-01-07 22:49:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.21 total_reward_ma:-6.14 loss:-0.009802 fps:1420 +frame:9.76e+06 wall_t:6875 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.032 +2026-01-07 22:49:28 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.14 loss:-0.01012 fps:1420 +frame:9.77e+06 wall_t:6882 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.005 +2026-01-07 22:49:36 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.13 loss:-0.009769 fps:1420 +frame:9.78e+06 wall_t:6889 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.071 +2026-01-07 22:49:43 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.13 loss:-0.009466 fps:1420 +frame:9.79e+06 wall_t:6896 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.079 +2026-01-07 22:49:49 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.13 loss:-0.01039 fps:1420 +frame:9.80e+06 wall_t:6902 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.06 +2026-01-07 22:49:56 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.12 loss:-0.009682 fps:1420 +frame:9.81e+06 wall_t:6909 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.038 +2026-01-07 22:50:02 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.12 loss:-0.01247 fps:1420 +frame:9.82e+06 wall_t:6916 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.063 +2026-01-07 22:50:11 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.11 loss:-0.01008 fps:1420 +frame:9.83e+06 wall_t:6924 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.066 +2026-01-07 22:50:19 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.10 loss:-0.009656 fps:1420 +frame:9.84e+06 wall_t:6932 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.063 +2026-01-07 22:50:26 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.93 total_reward_ma:-6.10 loss:-0.009033 fps:1420 +frame:9.85e+06 wall_t:6939 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.005 +2026-01-07 22:50:32 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.89 total_reward_ma:-6.09 loss:-0.01035 fps:1420 +frame:9.86e+06 wall_t:6946 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.018 +2026-01-07 22:50:39 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.09 loss:-0.009876 fps:1420 +frame:9.87e+06 wall_t:6953 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.9969 +2026-01-07 22:50:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.08 loss:-0.01125 fps:1420 +frame:9.88e+06 wall_t:6959 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.117 +2026-01-07 22:50:53 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.03 total_reward_ma:-6.08 loss:-0.01023 fps:1420 +frame:9.89e+06 wall_t:6966 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.104 +2026-01-07 22:51:00 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.08 loss:-0.01064 fps:1420 +frame:9.90e+06 wall_t:6973 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.048 +2026-01-07 22:51:06 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.07 loss:-0.008324 fps:1420 +frame:9.91e+06 wall_t:6979 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.098 +2026-01-07 22:51:13 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.07 loss:-0.009989 fps:1420 +frame:9.92e+06 wall_t:6986 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.074 +2026-01-07 22:51:21 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.07 loss:-0.01006 fps:1420 +frame:9.93e+06 wall_t:6994 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.081 +2026-01-07 22:51:27 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.07 loss:-0.008873 fps:1420 +frame:9.94e+06 wall_t:7001 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.072 +2026-01-07 22:51:34 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.07 loss:-0.009771 fps:1420 +frame:9.95e+06 wall_t:7007 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.067 +2026-01-07 22:51:40 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-6.07 loss:-0.009554 fps:1420 +frame:9.96e+06 wall_t:7013 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.059 +2026-01-07 22:51:46 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.07 loss:-0.00893 fps:1420 +frame:9.97e+06 wall_t:7019 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.1 +2026-01-07 22:51:52 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-6.07 loss:-0.008861 fps:1421 +frame:9.98e+06 wall_t:7025 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.053 +2026-01-07 22:51:57 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-6.07 loss:-0.008101 fps:1421 +frame:9.99e+06 wall_t:7030 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.037 +2026-01-07 22:52:03 | INFO | PID:2121 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_surround_t0_s2 [train] +total_reward:-6.30 total_reward_ma:-6.07 loss:-0.008174 fps:1421 +frame:1.00e+07 wall_t:7036 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.025 +2026-01-07 22:52:04 | INFO | PID:2121 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s3.log b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..5a520bb1cfea727e24f6af4fed8cbef24ecb669e --- /dev/null +++ b/data/ppo_atari_lam70_surround_2026_01_07_205440/log/ppo_atari_lam70_surround_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 20:54:44 | INFO | PID:2122 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:55:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:-0.0128 fps:285.7 +frame:1.00e+04 wall_t:35 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.507 +2026-01-07 20:55:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01442 fps:454.5 +frame:2.00e+04 wall_t:44 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.549 +2026-01-07 20:55:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01173 fps:576.9 +frame:3.00e+04 wall_t:52 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.501 +2026-01-07 20:55:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.01313 fps:645.2 +frame:4.00e+04 wall_t:62 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.482 +2026-01-07 20:55:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01501 fps:704.2 +frame:5.00e+04 wall_t:71 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.452 +2026-01-07 20:56:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.009616 fps:759.5 +frame:6.00e+04 wall_t:79 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.394 +2026-01-07 20:56:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01322 fps:804.6 +frame:7.00e+04 wall_t:87 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.387 +2026-01-07 20:56:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.0137 fps:842.1 +frame:8.00e+04 wall_t:95 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.377 +2026-01-07 20:56:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.95 loss:-0.01077 fps:873.8 +frame:9.00e+04 wall_t:103 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.339 +2026-01-07 20:56:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.94 loss:-0.01033 fps:909.1 +frame:1.00e+05 wall_t:110 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.288 +2026-01-07 20:56:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-0.01299 fps:932.2 +frame:1.10e+05 wall_t:118 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.347 +2026-01-07 20:56:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.01256 fps:960 +frame:1.20e+05 wall_t:125 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.381 +2026-01-07 20:57:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-0.01266 fps:977.4 +frame:1.30e+05 wall_t:133 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.381 +2026-01-07 20:57:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01397 fps:992.9 +frame:1.40e+05 wall_t:141 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.354 +2026-01-07 20:57:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01452 fps:1007 +frame:1.50e+05 wall_t:149 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.358 +2026-01-07 20:57:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-0.01441 fps:1019 +frame:1.60e+05 wall_t:157 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.388 +2026-01-07 20:57:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-0.01276 fps:1030 +frame:1.70e+05 wall_t:165 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.399 +2026-01-07 20:57:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.01643 fps:1047 +frame:1.80e+05 wall_t:172 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.427 +2026-01-07 20:57:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.93 loss:-0.01355 fps:1056 +frame:1.90e+05 wall_t:180 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.438 +2026-01-07 20:57:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-0.01521 fps:1064 +frame:2.00e+05 wall_t:188 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.44 +2026-01-07 20:58:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01392 fps:1071 +frame:2.10e+05 wall_t:196 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.426 +2026-01-07 20:58:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.93 loss:-0.0143 fps:1078 +frame:2.20e+05 wall_t:204 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.387 +2026-01-07 20:58:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01272 fps:1085 +frame:2.30e+05 wall_t:212 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.354 +2026-01-07 20:58:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01523 fps:1091 +frame:2.40e+05 wall_t:220 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.361 +2026-01-07 20:58:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01364 fps:1096 +frame:2.50e+05 wall_t:228 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.369 +2026-01-07 20:58:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01185 fps:1106 +frame:2.60e+05 wall_t:235 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.359 +2026-01-07 20:58:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01261 fps:1107 +frame:2.70e+05 wall_t:244 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.374 +2026-01-07 20:58:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01534 fps:1111 +frame:2.80e+05 wall_t:252 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.383 +2026-01-07 20:59:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01587 fps:1120 +frame:2.90e+05 wall_t:259 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.383 +2026-01-07 20:59:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01481 fps:1124 +frame:3.00e+05 wall_t:267 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.352 +2026-01-07 20:59:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01531 fps:1131 +frame:3.10e+05 wall_t:274 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.369 +2026-01-07 20:59:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.01491 fps:1135 +frame:3.20e+05 wall_t:282 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.325 +2026-01-07 20:59:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.0133 fps:1138 +frame:3.30e+05 wall_t:290 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.288 +2026-01-07 20:59:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.0135 fps:1137 +frame:3.40e+05 wall_t:299 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.284 +2026-01-07 20:59:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.0133 fps:1144 +frame:3.50e+05 wall_t:306 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.282 +2026-01-07 21:00:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.93 loss:-0.01537 fps:1146 +frame:3.60e+05 wall_t:314 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.383 +2026-01-07 21:00:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.93 loss:-0.01376 fps:1149 +frame:3.70e+05 wall_t:322 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.383 +2026-01-07 21:00:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-0.01488 fps:1155 +frame:3.80e+05 wall_t:329 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.333 +2026-01-07 21:00:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-0.01306 fps:1157 +frame:3.90e+05 wall_t:337 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.308 +2026-01-07 21:00:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.93 loss:-0.01615 fps:1159 +frame:4.00e+05 wall_t:345 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.343 +2026-01-07 21:00:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-0.01338 fps:1161 +frame:4.10e+05 wall_t:353 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.406 +2026-01-07 21:00:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-0.01381 fps:1163 +frame:4.20e+05 wall_t:361 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.372 +2026-01-07 21:00:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-0.01343 fps:1168 +frame:4.30e+05 wall_t:368 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.386 +2026-01-07 21:01:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-0.01545 fps:1170 +frame:4.40e+05 wall_t:376 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.36 +2026-01-07 21:01:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01625 fps:1169 +frame:4.50e+05 wall_t:385 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.392 +2026-01-07 21:01:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.01481 fps:1173 +frame:4.60e+05 wall_t:392 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.281 +2026-01-07 21:01:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-0.01711 fps:1172 +frame:4.70e+05 wall_t:401 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.353 +2026-01-07 21:01:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-0.01436 fps:1174 +frame:4.80e+05 wall_t:409 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.373 +2026-01-07 21:01:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01568 fps:1178 +frame:4.90e+05 wall_t:416 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.33 +2026-01-07 21:01:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01511 fps:1182 +frame:5.00e+05 wall_t:423 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.318 +2026-01-07 21:01:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-0.01566 fps:1181 +frame:5.10e+05 wall_t:432 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.381 +2026-01-07 21:02:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-0.01611 fps:1182 +frame:5.20e+05 wall_t:440 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.358 +2026-01-07 21:02:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01461 fps:1183 +frame:5.30e+05 wall_t:448 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.286 +2026-01-07 21:02:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01424 fps:1187 +frame:5.40e+05 wall_t:455 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.318 +2026-01-07 21:02:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01478 fps:1188 +frame:5.50e+05 wall_t:463 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.304 +2026-01-07 21:02:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01464 fps:1191 +frame:5.60e+05 wall_t:470 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.243 +2026-01-07 21:02:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01466 fps:1192 +frame:5.70e+05 wall_t:478 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.303 +2026-01-07 21:02:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.01249 fps:1196 +frame:5.80e+05 wall_t:485 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.318 +2026-01-07 21:03:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01526 fps:1197 +frame:5.90e+05 wall_t:493 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.234 +2026-01-07 21:03:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01581 fps:1200 +frame:6.00e+05 wall_t:500 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.295 +2026-01-07 21:03:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.01583 fps:1203 +frame:6.10e+05 wall_t:507 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.33 +2026-01-07 21:03:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01443 fps:1204 +frame:6.20e+05 wall_t:515 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.266 +2026-01-07 21:03:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01505 fps:1207 +frame:6.30e+05 wall_t:522 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.291 +2026-01-07 21:03:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.01618 fps:1208 +frame:6.40e+05 wall_t:530 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.394 +2026-01-07 21:03:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.0129 fps:1210 +frame:6.50e+05 wall_t:537 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.322 +2026-01-07 21:03:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01525 fps:1211 +frame:6.60e+05 wall_t:545 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.315 +2026-01-07 21:03:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-0.01217 fps:1214 +frame:6.70e+05 wall_t:552 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.251 +2026-01-07 21:04:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-0.01422 fps:1216 +frame:6.80e+05 wall_t:559 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.284 +2026-01-07 21:04:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.015 fps:1219 +frame:6.90e+05 wall_t:566 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.257 +2026-01-07 21:04:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.01512 fps:1217 +frame:7.00e+05 wall_t:575 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.353 +2026-01-07 21:04:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01406 fps:1214 +frame:7.10e+05 wall_t:585 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.252 +2026-01-07 21:04:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01478 fps:1212 +frame:7.20e+05 wall_t:594 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.283 +2026-01-07 21:04:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01424 fps:1215 +frame:7.30e+05 wall_t:601 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.257 +2026-01-07 21:04:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-0.01528 fps:1215 +frame:7.40e+05 wall_t:609 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.328 +2026-01-07 21:05:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.93 total_reward_ma:-9.92 loss:-0.01575 fps:1218 +frame:7.50e+05 wall_t:616 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.342 +2026-01-07 21:05:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01602 fps:1218 +frame:7.60e+05 wall_t:624 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.353 +2026-01-07 21:05:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.01473 fps:1220 +frame:7.70e+05 wall_t:631 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.362 +2026-01-07 21:05:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.01678 fps:1223 +frame:7.80e+05 wall_t:638 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.367 +2026-01-07 21:05:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01745 fps:1223 +frame:7.90e+05 wall_t:646 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.332 +2026-01-07 21:05:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.01544 fps:1225 +frame:8.00e+05 wall_t:653 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.358 +2026-01-07 21:05:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01446 fps:1224 +frame:8.10e+05 wall_t:662 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.442 +2026-01-07 21:05:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01575 fps:1224 +frame:8.20e+05 wall_t:670 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.431 +2026-01-07 21:06:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01591 fps:1224 +frame:8.30e+05 wall_t:678 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.382 +2026-01-07 21:06:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.92 loss:-0.01592 fps:1226 +frame:8.40e+05 wall_t:685 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.416 +2026-01-07 21:06:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01481 fps:1228 +frame:8.50e+05 wall_t:692 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.391 +2026-01-07 21:06:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.01589 fps:1230 +frame:8.60e+05 wall_t:699 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.383 +2026-01-07 21:06:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01824 fps:1229 +frame:8.70e+05 wall_t:708 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.382 +2026-01-07 21:06:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01562 fps:1231 +frame:8.80e+05 wall_t:715 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.35 +2026-01-07 21:06:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.92 loss:-0.01481 fps:1233 +frame:8.90e+05 wall_t:722 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.306 +2026-01-07 21:06:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01625 fps:1231 +frame:9.00e+05 wall_t:731 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.363 +2026-01-07 21:07:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01513 fps:1231 +frame:9.10e+05 wall_t:739 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.362 +2026-01-07 21:07:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:-0.01524 fps:1233 +frame:9.20e+05 wall_t:746 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.332 +2026-01-07 21:07:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-0.01429 fps:1233 +frame:9.30e+05 wall_t:754 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.342 +2026-01-07 21:07:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.01413 fps:1237 +frame:9.40e+05 wall_t:760 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.331 +2026-01-07 21:07:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.01355 fps:1235 +frame:9.50e+05 wall_t:769 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.347 +2026-01-07 21:07:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.91 loss:-0.0145 fps:1234 +frame:9.60e+05 wall_t:778 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.346 +2026-01-07 21:07:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.01313 fps:1234 +frame:9.70e+05 wall_t:786 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.332 +2026-01-07 21:08:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-0.01456 fps:1233 +frame:9.80e+05 wall_t:795 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.358 +2026-01-07 21:08:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.91 loss:-0.01598 fps:1233 +frame:9.90e+05 wall_t:803 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.352 +2026-01-07 21:08:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.01553 fps:1232 +frame:1.00e+06 wall_t:812 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.3 +2026-01-07 21:08:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.91 loss:-0.01429 fps:1232 +frame:1.01e+06 wall_t:820 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.362 +2026-01-07 21:08:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.91 loss:-0.01531 fps:1232 +frame:1.02e+06 wall_t:828 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.297 +2026-01-07 21:08:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.91 loss:-0.01736 fps:1234 +frame:1.03e+06 wall_t:835 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.382 +2026-01-07 21:08:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.91 loss:-0.01476 fps:1235 +frame:1.04e+06 wall_t:842 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.319 +2026-01-07 21:08:56 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.90 loss:-0.01268 fps:1237 +frame:1.05e+06 wall_t:849 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.224 +2026-01-07 21:09:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.90 loss:-0.01626 fps:1237 +frame:1.06e+06 wall_t:857 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.337 +2026-01-07 21:09:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.90 loss:-0.01609 fps:1237 +frame:1.07e+06 wall_t:865 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.331 +2026-01-07 21:09:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.90 loss:-0.01447 fps:1237 +frame:1.08e+06 wall_t:873 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.348 +2026-01-07 21:09:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.90 loss:-0.01579 fps:1237 +frame:1.09e+06 wall_t:881 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.347 +2026-01-07 21:09:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.90 loss:-0.01564 fps:1237 +frame:1.10e+06 wall_t:889 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.35 +2026-01-07 21:09:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.90 loss:-0.0164 fps:1239 +frame:1.11e+06 wall_t:896 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.403 +2026-01-07 21:09:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.90 loss:-0.01517 fps:1239 +frame:1.12e+06 wall_t:904 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.363 +2026-01-07 21:09:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.90 loss:-0.01572 fps:1239 +frame:1.13e+06 wall_t:912 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.345 +2026-01-07 21:10:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.90 loss:-0.01611 fps:1240 +frame:1.14e+06 wall_t:919 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.277 +2026-01-07 21:10:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.89 loss:-0.01457 fps:1239 +frame:1.15e+06 wall_t:928 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.339 +2026-01-07 21:10:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.89 loss:-0.01562 fps:1239 +frame:1.16e+06 wall_t:936 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.346 +2026-01-07 21:10:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.89 loss:-0.01641 fps:1239 +frame:1.17e+06 wall_t:944 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.367 +2026-01-07 21:10:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.89 loss:-0.01505 fps:1241 +frame:1.18e+06 wall_t:951 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.319 +2026-01-07 21:10:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.89 loss:-0.01595 fps:1241 +frame:1.19e+06 wall_t:959 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.341 +2026-01-07 21:10:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.89 loss:-0.01703 fps:1242 +frame:1.20e+06 wall_t:966 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.318 +2026-01-07 21:11:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.89 loss:-0.01497 fps:1242 +frame:1.21e+06 wall_t:974 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.304 +2026-01-07 21:11:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.89 loss:-0.0145 fps:1242 +frame:1.22e+06 wall_t:982 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.356 +2026-01-07 21:11:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.89 loss:-0.01377 fps:1241 +frame:1.23e+06 wall_t:991 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.335 +2026-01-07 21:11:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.89 loss:-0.01617 fps:1241 +frame:1.24e+06 wall_t:999 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.357 +2026-01-07 21:11:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.89 loss:-0.01514 fps:1243 +frame:1.25e+06 wall_t:1006 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.321 +2026-01-07 21:11:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.89 loss:-0.01684 fps:1241 +frame:1.26e+06 wall_t:1015 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.326 +2026-01-07 21:11:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.89 loss:-0.01571 fps:1241 +frame:1.27e+06 wall_t:1023 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.392 +2026-01-07 21:11:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.88 loss:-0.01468 fps:1242 +frame:1.28e+06 wall_t:1031 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.351 +2026-01-07 21:12:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.88 loss:-0.01465 fps:1243 +frame:1.29e+06 wall_t:1038 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.35 +2026-01-07 21:12:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.88 loss:-0.01288 fps:1244 +frame:1.30e+06 wall_t:1045 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.354 +2026-01-07 21:12:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.01717 fps:1245 +frame:1.31e+06 wall_t:1052 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.392 +2026-01-07 21:12:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.88 loss:-0.01553 fps:1244 +frame:1.32e+06 wall_t:1061 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.378 +2026-01-07 21:12:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.88 loss:-0.01559 fps:1244 +frame:1.33e+06 wall_t:1069 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.364 +2026-01-07 21:12:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.88 loss:-0.01522 fps:1244 +frame:1.34e+06 wall_t:1077 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.346 +2026-01-07 21:12:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.88 loss:-0.01485 fps:1244 +frame:1.35e+06 wall_t:1085 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.295 +2026-01-07 21:12:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.88 loss:-0.01487 fps:1245 +frame:1.36e+06 wall_t:1092 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.361 +2026-01-07 21:13:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.88 loss:-0.01379 fps:1247 +frame:1.37e+06 wall_t:1099 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.421 +2026-01-07 21:13:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.88 loss:-0.01624 fps:1247 +frame:1.38e+06 wall_t:1107 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.373 +2026-01-07 21:13:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.88 loss:-0.01541 fps:1246 +frame:1.39e+06 wall_t:1116 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.386 +2026-01-07 21:13:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.01474 fps:1246 +frame:1.40e+06 wall_t:1124 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.343 +2026-01-07 21:13:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.01518 fps:1246 +frame:1.41e+06 wall_t:1132 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.414 +2026-01-07 21:13:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.01371 fps:1246 +frame:1.42e+06 wall_t:1140 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.341 +2026-01-07 21:13:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.01553 fps:1246 +frame:1.43e+06 wall_t:1148 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.355 +2026-01-07 21:14:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.01541 fps:1247 +frame:1.44e+06 wall_t:1155 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.378 +2026-01-07 21:14:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.88 loss:-0.01483 fps:1247 +frame:1.45e+06 wall_t:1163 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.32 +2026-01-07 21:14:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.88 loss:-0.0145 fps:1247 +frame:1.46e+06 wall_t:1171 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.308 +2026-01-07 21:14:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.88 loss:-0.01599 fps:1247 +frame:1.47e+06 wall_t:1179 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.313 +2026-01-07 21:14:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.88 loss:-0.01718 fps:1248 +frame:1.48e+06 wall_t:1186 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.35 +2026-01-07 21:14:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.88 loss:-0.01588 fps:1248 +frame:1.49e+06 wall_t:1194 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.322 +2026-01-07 21:14:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.88 loss:-0.01612 fps:1248 +frame:1.50e+06 wall_t:1202 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.387 +2026-01-07 21:14:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.88 loss:-0.01817 fps:1247 +frame:1.51e+06 wall_t:1211 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.391 +2026-01-07 21:15:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.88 loss:-0.01694 fps:1246 +frame:1.52e+06 wall_t:1220 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.375 +2026-01-07 21:15:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.88 loss:-0.01487 fps:1247 +frame:1.53e+06 wall_t:1227 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.336 +2026-01-07 21:15:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.87 loss:-0.01688 fps:1247 +frame:1.54e+06 wall_t:1235 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.363 +2026-01-07 21:15:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.87 loss:-0.01409 fps:1249 +frame:1.55e+06 wall_t:1241 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.334 +2026-01-07 21:15:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.87 loss:-0.01406 fps:1249 +frame:1.56e+06 wall_t:1249 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.325 +2026-01-07 21:15:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01647 fps:1250 +frame:1.57e+06 wall_t:1256 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.36 +2026-01-07 21:15:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01451 fps:1250 +frame:1.58e+06 wall_t:1264 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.313 +2026-01-07 21:15:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.87 loss:-0.015 fps:1250 +frame:1.59e+06 wall_t:1272 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.336 +2026-01-07 21:16:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01645 fps:1250 +frame:1.60e+06 wall_t:1280 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.338 +2026-01-07 21:16:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.87 loss:-0.01505 fps:1249 +frame:1.61e+06 wall_t:1289 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.356 +2026-01-07 21:16:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01535 fps:1250 +frame:1.62e+06 wall_t:1296 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.342 +2026-01-07 21:16:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01696 fps:1251 +frame:1.63e+06 wall_t:1303 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.353 +2026-01-07 21:16:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01624 fps:1251 +frame:1.64e+06 wall_t:1311 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.383 +2026-01-07 21:16:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01365 fps:1252 +frame:1.65e+06 wall_t:1318 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.339 +2026-01-07 21:16:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01643 fps:1252 +frame:1.66e+06 wall_t:1326 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.378 +2026-01-07 21:17:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01616 fps:1252 +frame:1.67e+06 wall_t:1334 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.376 +2026-01-07 21:17:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.87 loss:-0.01486 fps:1253 +frame:1.68e+06 wall_t:1341 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.365 +2026-01-07 21:17:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01674 fps:1253 +frame:1.69e+06 wall_t:1349 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.339 +2026-01-07 21:17:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01477 fps:1252 +frame:1.70e+06 wall_t:1358 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.32 +2026-01-07 21:17:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01632 fps:1253 +frame:1.71e+06 wall_t:1365 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.281 +2026-01-07 21:17:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01288 fps:1252 +frame:1.72e+06 wall_t:1374 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.298 +2026-01-07 21:17:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.01478 fps:1252 +frame:1.73e+06 wall_t:1382 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.294 +2026-01-07 21:17:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.87 loss:-0.0154 fps:1252 +frame:1.74e+06 wall_t:1390 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.258 +2026-01-07 21:18:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.86 loss:-0.01466 fps:1252 +frame:1.75e+06 wall_t:1398 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.305 +2026-01-07 21:18:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.86 loss:-0.01488 fps:1250 +frame:1.76e+06 wall_t:1408 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.309 +2026-01-07 21:18:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01456 fps:1250 +frame:1.77e+06 wall_t:1416 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.293 +2026-01-07 21:18:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.86 loss:-0.01499 fps:1251 +frame:1.78e+06 wall_t:1423 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.31 +2026-01-07 21:18:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01464 fps:1251 +frame:1.79e+06 wall_t:1431 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.312 +2026-01-07 21:18:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01633 fps:1252 +frame:1.80e+06 wall_t:1438 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.321 +2026-01-07 21:18:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.86 loss:-0.01472 fps:1250 +frame:1.81e+06 wall_t:1448 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.281 +2026-01-07 21:19:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.86 loss:-0.01485 fps:1249 +frame:1.82e+06 wall_t:1457 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.278 +2026-01-07 21:19:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.86 loss:-0.01438 fps:1250 +frame:1.83e+06 wall_t:1464 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.306 +2026-01-07 21:19:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.86 loss:-0.01584 fps:1250 +frame:1.84e+06 wall_t:1472 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.333 +2026-01-07 21:19:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.86 loss:-0.01463 fps:1249 +frame:1.85e+06 wall_t:1481 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.341 +2026-01-07 21:19:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01625 fps:1249 +frame:1.86e+06 wall_t:1489 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.364 +2026-01-07 21:19:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.0168 fps:1250 +frame:1.87e+06 wall_t:1496 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.314 +2026-01-07 21:19:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01582 fps:1251 +frame:1.88e+06 wall_t:1503 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.329 +2026-01-07 21:19:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.86 loss:-0.01649 fps:1251 +frame:1.89e+06 wall_t:1511 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.296 +2026-01-07 21:20:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.86 loss:-0.01464 fps:1250 +frame:1.90e+06 wall_t:1520 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.308 +2026-01-07 21:20:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.85 loss:-0.01388 fps:1250 +frame:1.91e+06 wall_t:1528 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.251 +2026-01-07 21:20:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.85 loss:-0.01332 fps:1250 +frame:1.92e+06 wall_t:1536 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.28 +2026-01-07 21:20:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.85 loss:-0.01616 fps:1251 +frame:1.93e+06 wall_t:1543 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.281 +2026-01-07 21:20:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.85 loss:-0.01661 fps:1252 +frame:1.94e+06 wall_t:1550 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.329 +2026-01-07 21:20:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.85 loss:-0.01571 fps:1252 +frame:1.95e+06 wall_t:1558 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.311 +2026-01-07 21:20:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.85 loss:-0.01531 fps:1252 +frame:1.96e+06 wall_t:1565 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.293 +2026-01-07 21:20:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.85 loss:-0.01538 fps:1253 +frame:1.97e+06 wall_t:1572 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.334 +2026-01-07 21:21:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.85 loss:-0.01456 fps:1254 +frame:1.98e+06 wall_t:1579 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.301 +2026-01-07 21:21:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.85 loss:-0.01513 fps:1254 +frame:1.99e+06 wall_t:1587 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.29 +2026-01-07 21:21:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.85 loss:-0.0151 fps:1254 +frame:2.00e+06 wall_t:1595 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.321 +2026-01-07 21:21:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.85 loss:-0.01553 fps:1253 +frame:2.01e+06 wall_t:1604 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.306 +2026-01-07 21:21:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-0.0169 fps:1252 +frame:2.02e+06 wall_t:1613 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.322 +2026-01-07 21:21:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-0.01438 fps:1253 +frame:2.03e+06 wall_t:1620 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.317 +2026-01-07 21:21:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.85 loss:-0.01477 fps:1254 +frame:2.04e+06 wall_t:1627 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.322 +2026-01-07 21:22:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.86 loss:-0.0149 fps:1255 +frame:2.05e+06 wall_t:1634 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.305 +2026-01-07 21:22:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.86 loss:-0.01624 fps:1255 +frame:2.06e+06 wall_t:1641 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.331 +2026-01-07 21:22:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.86 loss:-0.01321 fps:1255 +frame:2.07e+06 wall_t:1649 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.285 +2026-01-07 21:22:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.86 loss:-0.01659 fps:1256 +frame:2.08e+06 wall_t:1656 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.345 +2026-01-07 21:22:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.86 loss:-0.01556 fps:1256 +frame:2.09e+06 wall_t:1664 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.285 +2026-01-07 21:22:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.92 total_reward_ma:-9.86 loss:-0.01517 fps:1256 +frame:2.10e+06 wall_t:1672 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.34 +2026-01-07 21:22:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.86 loss:-0.01546 fps:1256 +frame:2.11e+06 wall_t:1680 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.341 +2026-01-07 21:22:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.86 loss:-0.01649 fps:1256 +frame:2.12e+06 wall_t:1688 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.311 +2026-01-07 21:23:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.86 loss:-0.01675 fps:1257 +frame:2.13e+06 wall_t:1695 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.361 +2026-01-07 21:23:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.86 loss:-0.01728 fps:1257 +frame:2.14e+06 wall_t:1702 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.373 +2026-01-07 21:23:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.86 loss:-0.01477 fps:1258 +frame:2.15e+06 wall_t:1709 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.38 +2026-01-07 21:23:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.86 loss:-0.01559 fps:1257 +frame:2.16e+06 wall_t:1718 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.312 +2026-01-07 21:23:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.86 loss:-0.01554 fps:1258 +frame:2.17e+06 wall_t:1725 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.354 +2026-01-07 21:23:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.86 loss:-0.01683 fps:1259 +frame:2.18e+06 wall_t:1732 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.306 +2026-01-07 21:23:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01503 fps:1259 +frame:2.19e+06 wall_t:1740 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.368 +2026-01-07 21:23:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01545 fps:1259 +frame:2.20e+06 wall_t:1747 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.361 +2026-01-07 21:24:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01617 fps:1260 +frame:2.21e+06 wall_t:1754 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.364 +2026-01-07 21:24:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.86 loss:-0.01469 fps:1260 +frame:2.22e+06 wall_t:1762 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.338 +2026-01-07 21:24:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.86 loss:-0.01554 fps:1260 +frame:2.23e+06 wall_t:1770 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.344 +2026-01-07 21:24:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.86 loss:-0.0145 fps:1260 +frame:2.24e+06 wall_t:1778 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.35 +2026-01-07 21:24:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.86 loss:-0.01665 fps:1261 +frame:2.25e+06 wall_t:1785 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.374 +2026-01-07 21:24:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.86 loss:-0.016 fps:1260 +frame:2.26e+06 wall_t:1793 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.389 +2026-01-07 21:24:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.86 loss:-0.01665 fps:1259 +frame:2.27e+06 wall_t:1803 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.406 +2026-01-07 21:24:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.86 loss:-0.01616 fps:1259 +frame:2.28e+06 wall_t:1811 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.408 +2026-01-07 21:25:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01524 fps:1260 +frame:2.29e+06 wall_t:1818 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.37 +2026-01-07 21:25:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01681 fps:1260 +frame:2.30e+06 wall_t:1826 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.333 +2026-01-07 21:25:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01449 fps:1260 +frame:2.31e+06 wall_t:1834 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.334 +2026-01-07 21:25:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01556 fps:1260 +frame:2.32e+06 wall_t:1842 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.399 +2026-01-07 21:25:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01635 fps:1259 +frame:2.33e+06 wall_t:1850 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.369 +2026-01-07 21:25:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.86 loss:-0.0169 fps:1260 +frame:2.34e+06 wall_t:1857 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.343 +2026-01-07 21:25:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.86 loss:-0.01571 fps:1261 +frame:2.35e+06 wall_t:1864 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.31 +2026-01-07 21:26:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01568 fps:1259 +frame:2.36e+06 wall_t:1874 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.334 +2026-01-07 21:26:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01783 fps:1259 +frame:2.37e+06 wall_t:1882 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.363 +2026-01-07 21:26:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.86 loss:-0.01608 fps:1259 +frame:2.38e+06 wall_t:1890 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.284 +2026-01-07 21:26:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.86 loss:-0.01657 fps:1259 +frame:2.39e+06 wall_t:1898 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.319 +2026-01-07 21:26:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.86 loss:-0.01802 fps:1259 +frame:2.40e+06 wall_t:1906 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.305 +2026-01-07 21:26:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.86 loss:-0.01355 fps:1259 +frame:2.41e+06 wall_t:1914 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.301 +2026-01-07 21:26:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.86 loss:-0.0175 fps:1259 +frame:2.42e+06 wall_t:1922 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.346 +2026-01-07 21:26:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01551 fps:1258 +frame:2.43e+06 wall_t:1931 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.371 +2026-01-07 21:27:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.01537 fps:1258 +frame:2.44e+06 wall_t:1939 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.391 +2026-01-07 21:27:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.85 loss:-0.01516 fps:1258 +frame:2.45e+06 wall_t:1947 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.384 +2026-01-07 21:27:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.85 loss:-0.0147 fps:1258 +frame:2.46e+06 wall_t:1955 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.354 +2026-01-07 21:27:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.85 loss:-0.01692 fps:1259 +frame:2.47e+06 wall_t:1962 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.323 +2026-01-07 21:27:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.85 loss:-0.01573 fps:1260 +frame:2.48e+06 wall_t:1969 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.267 +2026-01-07 21:27:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.85 loss:-0.0141 fps:1259 +frame:2.49e+06 wall_t:1978 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.323 +2026-01-07 21:27:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.85 loss:-0.01554 fps:1258 +frame:2.50e+06 wall_t:1987 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.28 +2026-01-07 21:28:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.85 loss:-0.01541 fps:1259 +frame:2.51e+06 wall_t:1994 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.299 +2026-01-07 21:28:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.86 loss:-0.017 fps:1259 +frame:2.52e+06 wall_t:2002 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.34 +2026-01-07 21:28:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.86 loss:-0.01553 fps:1259 +frame:2.53e+06 wall_t:2009 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.317 +2026-01-07 21:28:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.86 loss:-0.0127 fps:1260 +frame:2.54e+06 wall_t:2016 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.283 +2026-01-07 21:28:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.85 loss:-0.01531 fps:1260 +frame:2.55e+06 wall_t:2024 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.333 +2026-01-07 21:28:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.85 loss:-0.01572 fps:1260 +frame:2.56e+06 wall_t:2031 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.353 +2026-01-07 21:28:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.85 loss:-0.01501 fps:1260 +frame:2.57e+06 wall_t:2039 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.321 +2026-01-07 21:28:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.85 loss:-0.01542 fps:1260 +frame:2.58e+06 wall_t:2047 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.294 +2026-01-07 21:29:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.85 loss:-0.01403 fps:1261 +frame:2.59e+06 wall_t:2054 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.275 +2026-01-07 21:29:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.85 loss:-0.01523 fps:1260 +frame:2.60e+06 wall_t:2063 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.229 +2026-01-07 21:29:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.85 loss:-0.01577 fps:1261 +frame:2.61e+06 wall_t:2070 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.305 +2026-01-07 21:29:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.85 loss:-0.01517 fps:1261 +frame:2.62e+06 wall_t:2078 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.341 +2026-01-07 21:29:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.85 loss:-0.01402 fps:1261 +frame:2.63e+06 wall_t:2086 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.298 +2026-01-07 21:29:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.85 loss:-0.01648 fps:1260 +frame:2.64e+06 wall_t:2096 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.325 +2026-01-07 21:29:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.84 loss:-0.01564 fps:1260 +frame:2.65e+06 wall_t:2103 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.269 +2026-01-07 21:29:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.84 loss:-0.01512 fps:1259 +frame:2.66e+06 wall_t:2112 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.29 +2026-01-07 21:30:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.84 loss:-0.01408 fps:1259 +frame:2.67e+06 wall_t:2121 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.234 +2026-01-07 21:30:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.84 loss:-0.01661 fps:1259 +frame:2.68e+06 wall_t:2128 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.321 +2026-01-07 21:30:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.84 loss:-0.0149 fps:1259 +frame:2.69e+06 wall_t:2137 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.284 +2026-01-07 21:30:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.84 loss:-0.01534 fps:1259 +frame:2.70e+06 wall_t:2144 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.33 +2026-01-07 21:30:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.84 loss:-0.01618 fps:1259 +frame:2.71e+06 wall_t:2152 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.28 +2026-01-07 21:30:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.84 loss:-0.01615 fps:1260 +frame:2.72e+06 wall_t:2159 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.307 +2026-01-07 21:30:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.84 loss:-0.01503 fps:1260 +frame:2.73e+06 wall_t:2167 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.305 +2026-01-07 21:31:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.84 loss:-0.01506 fps:1260 +frame:2.74e+06 wall_t:2174 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.336 +2026-01-07 21:31:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.01516 fps:1260 +frame:2.75e+06 wall_t:2183 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.23 +2026-01-07 21:31:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.84 loss:-0.01484 fps:1260 +frame:2.76e+06 wall_t:2191 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.299 +2026-01-07 21:31:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.01414 fps:1261 +frame:2.77e+06 wall_t:2197 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.279 +2026-01-07 21:31:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.84 loss:-0.01612 fps:1261 +frame:2.78e+06 wall_t:2204 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.303 +2026-01-07 21:31:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.84 loss:-0.01767 fps:1262 +frame:2.79e+06 wall_t:2210 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.319 +2026-01-07 21:31:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.01507 fps:1264 +frame:2.80e+06 wall_t:2216 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.328 +2026-01-07 21:31:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.0156 fps:1265 +frame:2.81e+06 wall_t:2222 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.281 +2026-01-07 21:31:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.84 loss:-0.01484 fps:1266 +frame:2.82e+06 wall_t:2228 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.273 +2026-01-07 21:32:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.84 loss:-0.0164 fps:1266 +frame:2.83e+06 wall_t:2235 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.302 +2026-01-07 21:32:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.84 loss:-0.01508 fps:1267 +frame:2.84e+06 wall_t:2242 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.301 +2026-01-07 21:32:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.84 loss:-0.01757 fps:1268 +frame:2.85e+06 wall_t:2248 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.294 +2026-01-07 21:32:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.84 loss:-0.01601 fps:1268 +frame:2.86e+06 wall_t:2255 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.343 +2026-01-07 21:32:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.01542 fps:1269 +frame:2.87e+06 wall_t:2261 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.292 +2026-01-07 21:32:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.01625 fps:1270 +frame:2.88e+06 wall_t:2268 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.301 +2026-01-07 21:32:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.01473 fps:1271 +frame:2.89e+06 wall_t:2274 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.35 +2026-01-07 21:32:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.84 loss:-0.01463 fps:1271 +frame:2.90e+06 wall_t:2281 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.287 +2026-01-07 21:32:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.84 loss:-0.01523 fps:1272 +frame:2.91e+06 wall_t:2287 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.276 +2026-01-07 21:33:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.84 loss:-0.01701 fps:1273 +frame:2.92e+06 wall_t:2293 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.298 +2026-01-07 21:33:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.84 loss:-0.01769 fps:1274 +frame:2.93e+06 wall_t:2300 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.346 +2026-01-07 21:33:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.01496 fps:1275 +frame:2.94e+06 wall_t:2306 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.297 +2026-01-07 21:33:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.0146 fps:1275 +frame:2.95e+06 wall_t:2313 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.282 +2026-01-07 21:33:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.01427 fps:1276 +frame:2.96e+06 wall_t:2320 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.257 +2026-01-07 21:33:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.84 loss:-0.01333 fps:1277 +frame:2.97e+06 wall_t:2326 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.253 +2026-01-07 21:33:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.01469 fps:1277 +frame:2.98e+06 wall_t:2333 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.196 +2026-01-07 21:33:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.84 loss:-0.01464 fps:1278 +frame:2.99e+06 wall_t:2339 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.249 +2026-01-07 21:33:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.01494 fps:1279 +frame:3.00e+06 wall_t:2345 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.316 +2026-01-07 21:33:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.84 loss:-0.01582 fps:1280 +frame:3.01e+06 wall_t:2351 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.316 +2026-01-07 21:34:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.84 loss:-0.01357 fps:1281 +frame:3.02e+06 wall_t:2358 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.291 +2026-01-07 21:34:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.84 loss:-0.01309 fps:1282 +frame:3.03e+06 wall_t:2364 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.309 +2026-01-07 21:34:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.84 loss:-0.01543 fps:1282 +frame:3.04e+06 wall_t:2371 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.365 +2026-01-07 21:34:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.84 loss:-0.01634 fps:1283 +frame:3.05e+06 wall_t:2378 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.343 +2026-01-07 21:34:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01545 fps:1283 +frame:3.06e+06 wall_t:2385 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.321 +2026-01-07 21:34:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.01573 fps:1284 +frame:3.07e+06 wall_t:2391 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.339 +2026-01-07 21:34:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.01621 fps:1285 +frame:3.08e+06 wall_t:2397 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.342 +2026-01-07 21:34:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.01538 fps:1286 +frame:3.09e+06 wall_t:2403 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.329 +2026-01-07 21:34:56 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.0153 fps:1286 +frame:3.10e+06 wall_t:2410 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.328 +2026-01-07 21:35:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.01706 fps:1287 +frame:3.11e+06 wall_t:2416 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.292 +2026-01-07 21:35:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.01359 fps:1287 +frame:3.12e+06 wall_t:2424 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.313 +2026-01-07 21:35:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01514 fps:1288 +frame:3.13e+06 wall_t:2431 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.305 +2026-01-07 21:35:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01481 fps:1288 +frame:3.14e+06 wall_t:2438 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.325 +2026-01-07 21:35:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01508 fps:1289 +frame:3.15e+06 wall_t:2444 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.331 +2026-01-07 21:35:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.0158 fps:1290 +frame:3.16e+06 wall_t:2450 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.278 +2026-01-07 21:35:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.0156 fps:1291 +frame:3.17e+06 wall_t:2456 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.31 +2026-01-07 21:35:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01758 fps:1291 +frame:3.18e+06 wall_t:2463 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.321 +2026-01-07 21:35:56 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.0148 fps:1292 +frame:3.19e+06 wall_t:2469 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.323 +2026-01-07 21:36:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01375 fps:1293 +frame:3.20e+06 wall_t:2475 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.298 +2026-01-07 21:36:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.01418 fps:1293 +frame:3.21e+06 wall_t:2482 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.271 +2026-01-07 21:36:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.0162 fps:1294 +frame:3.22e+06 wall_t:2488 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.284 +2026-01-07 21:36:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01728 fps:1295 +frame:3.23e+06 wall_t:2495 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.326 +2026-01-07 21:36:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01435 fps:1295 +frame:3.24e+06 wall_t:2501 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.28 +2026-01-07 21:36:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01491 fps:1296 +frame:3.25e+06 wall_t:2507 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.261 +2026-01-07 21:36:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.82 loss:-0.01424 fps:1297 +frame:3.26e+06 wall_t:2513 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.291 +2026-01-07 21:36:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.82 loss:-0.01429 fps:1298 +frame:3.27e+06 wall_t:2519 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.258 +2026-01-07 21:36:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.82 loss:-0.01442 fps:1299 +frame:3.28e+06 wall_t:2525 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.307 +2026-01-07 21:36:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.82 loss:-0.01495 fps:1299 +frame:3.29e+06 wall_t:2532 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.299 +2026-01-07 21:37:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.82 loss:-0.01732 fps:1300 +frame:3.30e+06 wall_t:2538 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.355 +2026-01-07 21:37:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.82 loss:-0.01561 fps:1301 +frame:3.31e+06 wall_t:2545 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.314 +2026-01-07 21:37:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.82 loss:-0.01352 fps:1301 +frame:3.32e+06 wall_t:2551 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.294 +2026-01-07 21:37:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.82 loss:-0.01429 fps:1302 +frame:3.33e+06 wall_t:2558 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.267 +2026-01-07 21:37:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.82 loss:-0.01594 fps:1303 +frame:3.34e+06 wall_t:2564 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.279 +2026-01-07 21:37:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.82 loss:-0.01428 fps:1304 +frame:3.35e+06 wall_t:2570 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.187 +2026-01-07 21:37:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.82 loss:-0.01543 fps:1304 +frame:3.36e+06 wall_t:2576 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.272 +2026-01-07 21:37:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.82 loss:-0.01372 fps:1305 +frame:3.37e+06 wall_t:2583 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.227 +2026-01-07 21:37:56 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01449 fps:1306 +frame:3.38e+06 wall_t:2589 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.261 +2026-01-07 21:38:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01576 fps:1306 +frame:3.39e+06 wall_t:2595 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.261 +2026-01-07 21:38:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.82 loss:-0.01331 fps:1307 +frame:3.40e+06 wall_t:2602 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.221 +2026-01-07 21:38:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.82 loss:-0.0152 fps:1308 +frame:3.41e+06 wall_t:2608 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.301 +2026-01-07 21:38:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01649 fps:1308 +frame:3.42e+06 wall_t:2614 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.335 +2026-01-07 21:38:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01491 fps:1309 +frame:3.43e+06 wall_t:2621 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.309 +2026-01-07 21:38:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.82 loss:-0.01551 fps:1309 +frame:3.44e+06 wall_t:2627 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.264 +2026-01-07 21:38:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.82 loss:-0.01756 fps:1310 +frame:3.45e+06 wall_t:2633 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.292 +2026-01-07 21:38:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.82 loss:-0.01561 fps:1311 +frame:3.46e+06 wall_t:2640 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.336 +2026-01-07 21:38:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.82 loss:-0.01587 fps:1311 +frame:3.47e+06 wall_t:2646 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.266 +2026-01-07 21:39:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.82 loss:-0.01595 fps:1312 +frame:3.48e+06 wall_t:2653 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.282 +2026-01-07 21:39:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.82 loss:-0.01545 fps:1312 +frame:3.49e+06 wall_t:2660 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.233 +2026-01-07 21:39:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.82 loss:-0.01509 fps:1313 +frame:3.50e+06 wall_t:2666 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.273 +2026-01-07 21:39:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.82 loss:-0.01465 fps:1313 +frame:3.51e+06 wall_t:2673 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.262 +2026-01-07 21:39:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.82 loss:-0.01432 fps:1314 +frame:3.52e+06 wall_t:2679 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.291 +2026-01-07 21:39:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.82 loss:-0.0167 fps:1314 +frame:3.53e+06 wall_t:2686 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.289 +2026-01-07 21:39:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.82 loss:-0.01494 fps:1315 +frame:3.54e+06 wall_t:2692 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.29 +2026-01-07 21:39:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01461 fps:1315 +frame:3.55e+06 wall_t:2700 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.319 +2026-01-07 21:39:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.82 loss:-0.01322 fps:1316 +frame:3.56e+06 wall_t:2706 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.269 +2026-01-07 21:39:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01518 fps:1316 +frame:3.57e+06 wall_t:2712 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.242 +2026-01-07 21:40:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.82 loss:-0.01471 fps:1317 +frame:3.58e+06 wall_t:2719 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.323 +2026-01-07 21:40:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01855 fps:1317 +frame:3.59e+06 wall_t:2726 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.322 +2026-01-07 21:40:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.82 loss:-0.01524 fps:1318 +frame:3.60e+06 wall_t:2732 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.249 +2026-01-07 21:40:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.82 loss:-0.01505 fps:1318 +frame:3.61e+06 wall_t:2738 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.244 +2026-01-07 21:40:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01352 fps:1319 +frame:3.62e+06 wall_t:2745 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.22 +2026-01-07 21:40:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01664 fps:1319 +frame:3.63e+06 wall_t:2752 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.249 +2026-01-07 21:40:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.82 loss:-0.01393 fps:1319 +frame:3.64e+06 wall_t:2759 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.222 +2026-01-07 21:40:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01473 fps:1320 +frame:3.65e+06 wall_t:2766 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.261 +2026-01-07 21:41:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01466 fps:1320 +frame:3.66e+06 wall_t:2773 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.3 +2026-01-07 21:41:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01514 fps:1321 +frame:3.67e+06 wall_t:2779 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.271 +2026-01-07 21:41:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01535 fps:1321 +frame:3.68e+06 wall_t:2785 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.247 +2026-01-07 21:41:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01515 fps:1322 +frame:3.69e+06 wall_t:2792 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.257 +2026-01-07 21:41:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01594 fps:1322 +frame:3.70e+06 wall_t:2799 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.221 +2026-01-07 21:41:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.0152 fps:1322 +frame:3.71e+06 wall_t:2806 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.232 +2026-01-07 21:41:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01451 fps:1323 +frame:3.72e+06 wall_t:2812 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.256 +2026-01-07 21:41:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01567 fps:1324 +frame:3.73e+06 wall_t:2818 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.317 +2026-01-07 21:41:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01435 fps:1324 +frame:3.74e+06 wall_t:2825 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.3 +2026-01-07 21:41:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01331 fps:1324 +frame:3.75e+06 wall_t:2832 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.239 +2026-01-07 21:42:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.0149 fps:1325 +frame:3.76e+06 wall_t:2838 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.201 +2026-01-07 21:42:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01404 fps:1325 +frame:3.77e+06 wall_t:2845 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.26 +2026-01-07 21:42:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.0147 fps:1325 +frame:3.78e+06 wall_t:2852 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.211 +2026-01-07 21:42:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.01527 fps:1326 +frame:3.79e+06 wall_t:2859 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.28 +2026-01-07 21:42:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.01639 fps:1326 +frame:3.80e+06 wall_t:2865 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.241 +2026-01-07 21:42:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01506 fps:1327 +frame:3.81e+06 wall_t:2871 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.257 +2026-01-07 21:42:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01459 fps:1327 +frame:3.82e+06 wall_t:2879 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.304 +2026-01-07 21:42:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01433 fps:1328 +frame:3.83e+06 wall_t:2885 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.324 +2026-01-07 21:43:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.01596 fps:1327 +frame:3.84e+06 wall_t:2893 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.326 +2026-01-07 21:43:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01466 fps:1328 +frame:3.85e+06 wall_t:2900 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.276 +2026-01-07 21:43:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.01483 fps:1328 +frame:3.86e+06 wall_t:2906 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.298 +2026-01-07 21:43:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.01535 fps:1329 +frame:3.87e+06 wall_t:2913 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.29 +2026-01-07 21:43:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-0.01604 fps:1328 +frame:3.88e+06 wall_t:2921 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.366 +2026-01-07 21:43:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-0.01401 fps:1329 +frame:3.89e+06 wall_t:2927 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.273 +2026-01-07 21:43:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-0.01626 fps:1330 +frame:3.90e+06 wall_t:2933 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.329 +2026-01-07 21:43:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-0.01612 fps:1330 +frame:3.91e+06 wall_t:2939 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.213 +2026-01-07 21:43:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-0.01473 fps:1331 +frame:3.92e+06 wall_t:2946 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.299 +2026-01-07 21:43:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-0.0159 fps:1331 +frame:3.93e+06 wall_t:2952 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.344 +2026-01-07 21:44:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01771 fps:1332 +frame:3.94e+06 wall_t:2959 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.405 +2026-01-07 21:44:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.01541 fps:1332 +frame:3.95e+06 wall_t:2966 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.328 +2026-01-07 21:44:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.01632 fps:1332 +frame:3.96e+06 wall_t:2973 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.333 +2026-01-07 21:44:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.01391 fps:1332 +frame:3.97e+06 wall_t:2980 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.28 +2026-01-07 21:44:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01488 fps:1332 +frame:3.98e+06 wall_t:2987 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.177 +2026-01-07 21:44:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01462 fps:1333 +frame:3.99e+06 wall_t:2994 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.217 +2026-01-07 21:44:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.83 loss:-0.0153 fps:1333 +frame:4.00e+06 wall_t:3001 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.264 +2026-01-07 21:44:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01611 fps:1334 +frame:4.01e+06 wall_t:3007 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.227 +2026-01-07 21:45:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01521 fps:1334 +frame:4.02e+06 wall_t:3013 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.221 +2026-01-07 21:45:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01471 fps:1334 +frame:4.03e+06 wall_t:3020 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.104 +2026-01-07 21:45:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.83 loss:-0.01253 fps:1335 +frame:4.04e+06 wall_t:3026 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.23 +2026-01-07 21:45:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.83 loss:-0.01485 fps:1335 +frame:4.05e+06 wall_t:3033 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.192 +2026-01-07 21:45:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.83 loss:-0.01468 fps:1336 +frame:4.06e+06 wall_t:3039 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.181 +2026-01-07 21:45:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01561 fps:1336 +frame:4.07e+06 wall_t:3046 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.258 +2026-01-07 21:45:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.83 loss:-0.01435 fps:1337 +frame:4.08e+06 wall_t:3052 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.297 +2026-01-07 21:45:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01519 fps:1337 +frame:4.09e+06 wall_t:3058 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.24 +2026-01-07 21:45:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.83 loss:-0.01442 fps:1338 +frame:4.10e+06 wall_t:3064 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.212 +2026-01-07 21:45:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.83 loss:-0.01507 fps:1338 +frame:4.11e+06 wall_t:3071 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.263 +2026-01-07 21:46:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.83 loss:-0.01295 fps:1339 +frame:4.12e+06 wall_t:3078 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.3 +2026-01-07 21:46:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.83 loss:-0.01532 fps:1339 +frame:4.13e+06 wall_t:3085 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.303 +2026-01-07 21:46:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.83 loss:-0.0156 fps:1339 +frame:4.14e+06 wall_t:3091 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.26 +2026-01-07 21:46:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.83 loss:-0.01547 fps:1340 +frame:4.15e+06 wall_t:3098 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.3 +2026-01-07 21:46:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.83 loss:-0.01482 fps:1340 +frame:4.16e+06 wall_t:3104 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.3 +2026-01-07 21:46:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.83 loss:-0.01439 fps:1340 +frame:4.17e+06 wall_t:3111 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.291 +2026-01-07 21:46:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.82 loss:-0.01525 fps:1341 +frame:4.18e+06 wall_t:3117 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.305 +2026-01-07 21:46:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.82 loss:-0.01536 fps:1342 +frame:4.19e+06 wall_t:3123 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.312 +2026-01-07 21:46:56 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.82 loss:-0.0159 fps:1342 +frame:4.20e+06 wall_t:3129 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.303 +2026-01-07 21:47:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.82 loss:-0.01438 fps:1342 +frame:4.21e+06 wall_t:3136 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.318 +2026-01-07 21:47:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.82 loss:-0.01345 fps:1342 +frame:4.22e+06 wall_t:3144 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.301 +2026-01-07 21:47:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.82 loss:-0.01371 fps:1342 +frame:4.23e+06 wall_t:3151 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.251 +2026-01-07 21:47:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.82 loss:-0.01444 fps:1343 +frame:4.24e+06 wall_t:3157 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.277 +2026-01-07 21:47:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.82 loss:-0.01381 fps:1343 +frame:4.25e+06 wall_t:3164 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.242 +2026-01-07 21:47:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.82 loss:-0.01325 fps:1344 +frame:4.26e+06 wall_t:3170 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.223 +2026-01-07 21:47:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.82 loss:-0.01649 fps:1344 +frame:4.27e+06 wall_t:3176 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.325 +2026-01-07 21:47:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.81 loss:-0.01593 fps:1345 +frame:4.28e+06 wall_t:3183 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.329 +2026-01-07 21:47:56 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.81 loss:-0.01615 fps:1345 +frame:4.29e+06 wall_t:3189 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.334 +2026-01-07 21:48:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.81 loss:-0.01637 fps:1345 +frame:4.30e+06 wall_t:3196 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.322 +2026-01-07 21:48:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.81 loss:-0.0155 fps:1346 +frame:4.31e+06 wall_t:3202 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.296 +2026-01-07 21:48:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.81 loss:-0.01305 fps:1347 +frame:4.32e+06 wall_t:3208 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.269 +2026-01-07 21:48:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.01515 fps:1347 +frame:4.33e+06 wall_t:3215 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.235 +2026-01-07 21:48:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.81 loss:-0.01566 fps:1347 +frame:4.34e+06 wall_t:3222 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.272 +2026-01-07 21:48:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.81 loss:-0.01514 fps:1348 +frame:4.35e+06 wall_t:3228 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.295 +2026-01-07 21:48:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.81 loss:-0.01467 fps:1348 +frame:4.36e+06 wall_t:3234 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.295 +2026-01-07 21:48:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.81 loss:-0.01309 fps:1348 +frame:4.37e+06 wall_t:3241 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.198 +2026-01-07 21:48:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.81 loss:-0.01681 fps:1349 +frame:4.38e+06 wall_t:3247 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.268 +2026-01-07 21:49:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.81 loss:-0.0143 fps:1350 +frame:4.39e+06 wall_t:3253 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.249 +2026-01-07 21:49:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.81 loss:-0.01387 fps:1350 +frame:4.40e+06 wall_t:3260 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.188 +2026-01-07 21:49:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.81 loss:-0.01379 fps:1350 +frame:4.41e+06 wall_t:3266 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.263 +2026-01-07 21:49:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.81 loss:-0.01511 fps:1350 +frame:4.42e+06 wall_t:3273 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.288 +2026-01-07 21:49:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.81 loss:-0.01477 fps:1351 +frame:4.43e+06 wall_t:3280 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.251 +2026-01-07 21:49:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.87 total_reward_ma:-9.81 loss:-0.01487 fps:1352 +frame:4.44e+06 wall_t:3285 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.24 +2026-01-07 21:49:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.86 total_reward_ma:-9.81 loss:-0.01536 fps:1352 +frame:4.45e+06 wall_t:3292 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.306 +2026-01-07 21:49:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.81 loss:-0.01558 fps:1352 +frame:4.46e+06 wall_t:3298 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.245 +2026-01-07 21:49:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.82 total_reward_ma:-9.81 loss:-0.01616 fps:1352 +frame:4.47e+06 wall_t:3305 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.265 +2026-01-07 21:49:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.81 loss:-0.01493 fps:1353 +frame:4.48e+06 wall_t:3312 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.304 +2026-01-07 21:50:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.81 loss:-0.0152 fps:1353 +frame:4.49e+06 wall_t:3318 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.287 +2026-01-07 21:50:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.81 loss:-0.01581 fps:1353 +frame:4.50e+06 wall_t:3325 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.217 +2026-01-07 21:50:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.81 loss:-0.01531 fps:1354 +frame:4.51e+06 wall_t:3331 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.262 +2026-01-07 21:50:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.81 total_reward_ma:-9.81 loss:-0.0149 fps:1354 +frame:4.52e+06 wall_t:3338 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.297 +2026-01-07 21:50:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.81 loss:-0.01461 fps:1355 +frame:4.53e+06 wall_t:3344 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.266 +2026-01-07 21:50:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.81 loss:-0.0154 fps:1355 +frame:4.54e+06 wall_t:3351 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.281 +2026-01-07 21:50:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.81 loss:-0.01529 fps:1355 +frame:4.55e+06 wall_t:3357 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.263 +2026-01-07 21:50:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.81 loss:-0.01436 fps:1356 +frame:4.56e+06 wall_t:3364 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.236 +2026-01-07 21:50:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.81 loss:-0.01499 fps:1356 +frame:4.57e+06 wall_t:3370 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.199 +2026-01-07 21:51:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.81 loss:-0.01498 fps:1356 +frame:4.58e+06 wall_t:3377 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.245 +2026-01-07 21:51:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.80 total_reward_ma:-9.81 loss:-0.01504 fps:1356 +frame:4.59e+06 wall_t:3384 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.22 +2026-01-07 21:51:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.81 loss:-0.01342 fps:1357 +frame:4.60e+06 wall_t:3390 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.298 +2026-01-07 21:51:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.81 loss:-0.01437 fps:1357 +frame:4.61e+06 wall_t:3396 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.262 +2026-01-07 21:51:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01477 fps:1358 +frame:4.62e+06 wall_t:3402 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.333 +2026-01-07 21:51:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01404 fps:1359 +frame:4.63e+06 wall_t:3408 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.282 +2026-01-07 21:51:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01489 fps:1359 +frame:4.64e+06 wall_t:3414 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.279 +2026-01-07 21:51:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.80 loss:-0.01562 fps:1359 +frame:4.65e+06 wall_t:3421 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.228 +2026-01-07 21:51:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.80 loss:-0.0144 fps:1359 +frame:4.66e+06 wall_t:3428 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.213 +2026-01-07 21:52:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01449 fps:1360 +frame:4.67e+06 wall_t:3435 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.291 +2026-01-07 21:52:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01431 fps:1360 +frame:4.68e+06 wall_t:3441 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.256 +2026-01-07 21:52:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01458 fps:1360 +frame:4.69e+06 wall_t:3448 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.21 +2026-01-07 21:52:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.80 loss:-0.01512 fps:1361 +frame:4.70e+06 wall_t:3454 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.252 +2026-01-07 21:52:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01387 fps:1361 +frame:4.71e+06 wall_t:3460 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.233 +2026-01-07 21:52:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.80 loss:-0.01678 fps:1361 +frame:4.72e+06 wall_t:3467 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.263 +2026-01-07 21:52:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.80 loss:-0.01542 fps:1362 +frame:4.73e+06 wall_t:3474 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.273 +2026-01-07 21:52:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.80 loss:-0.01371 fps:1362 +frame:4.74e+06 wall_t:3481 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.222 +2026-01-07 21:52:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.79 total_reward_ma:-9.80 loss:-0.01723 fps:1362 +frame:4.75e+06 wall_t:3487 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.292 +2026-01-07 21:53:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.79 loss:-0.01596 fps:1363 +frame:4.76e+06 wall_t:3493 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.241 +2026-01-07 21:53:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.79 loss:-0.01505 fps:1363 +frame:4.77e+06 wall_t:3499 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.284 +2026-01-07 21:53:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.79 loss:-0.01432 fps:1363 +frame:4.78e+06 wall_t:3506 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.33 +2026-01-07 21:53:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.79 loss:-0.01554 fps:1364 +frame:4.79e+06 wall_t:3513 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.253 +2026-01-07 21:53:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.79 loss:-0.01455 fps:1363 +frame:4.80e+06 wall_t:3521 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.286 +2026-01-07 21:53:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.79 loss:-0.01418 fps:1363 +frame:4.81e+06 wall_t:3528 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.265 +2026-01-07 21:53:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.79 loss:-0.01487 fps:1364 +frame:4.82e+06 wall_t:3534 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.205 +2026-01-07 21:53:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.78 loss:-0.01732 fps:1364 +frame:4.83e+06 wall_t:3541 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.289 +2026-01-07 21:53:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.78 loss:-0.0164 fps:1364 +frame:4.84e+06 wall_t:3548 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.256 +2026-01-07 21:54:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.78 loss:-0.01403 fps:1365 +frame:4.85e+06 wall_t:3554 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.246 +2026-01-07 21:54:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.78 loss:-0.01613 fps:1365 +frame:4.86e+06 wall_t:3560 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.255 +2026-01-07 21:54:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.78 loss:-0.01597 fps:1366 +frame:4.87e+06 wall_t:3566 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.229 +2026-01-07 21:54:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.78 loss:-0.0158 fps:1366 +frame:4.88e+06 wall_t:3572 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.302 +2026-01-07 21:54:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.77 loss:-0.0154 fps:1367 +frame:4.89e+06 wall_t:3578 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.259 +2026-01-07 21:54:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.77 loss:-0.01413 fps:1367 +frame:4.90e+06 wall_t:3585 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.298 +2026-01-07 21:54:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.77 loss:-0.01353 fps:1367 +frame:4.91e+06 wall_t:3591 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.255 +2026-01-07 21:54:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.77 loss:-0.0136 fps:1367 +frame:4.92e+06 wall_t:3598 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.272 +2026-01-07 21:54:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.76 loss:-0.01621 fps:1368 +frame:4.93e+06 wall_t:3605 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.303 +2026-01-07 21:54:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.76 loss:-0.01504 fps:1368 +frame:4.94e+06 wall_t:3612 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.233 +2026-01-07 21:55:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.76 loss:-0.01564 fps:1368 +frame:4.95e+06 wall_t:3618 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.26 +2026-01-07 21:55:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.76 loss:-0.01569 fps:1369 +frame:4.96e+06 wall_t:3624 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.299 +2026-01-07 21:55:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.76 loss:-0.01466 fps:1369 +frame:4.97e+06 wall_t:3631 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.296 +2026-01-07 21:55:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.75 loss:-0.01358 fps:1369 +frame:4.98e+06 wall_t:3637 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.307 +2026-01-07 21:55:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.75 loss:-0.01442 fps:1370 +frame:4.99e+06 wall_t:3643 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.299 +2026-01-07 21:55:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.01583 fps:1370 +frame:5.00e+06 wall_t:3650 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.27 +2026-01-07 21:55:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.0139 fps:1370 +frame:5.01e+06 wall_t:3657 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.264 +2026-01-07 21:55:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.75 loss:-0.01361 fps:1370 +frame:5.02e+06 wall_t:3664 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.223 +2026-01-07 21:55:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.74 loss:-0.01562 fps:1370 +frame:5.03e+06 wall_t:3671 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.196 +2026-01-07 21:56:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.74 loss:-0.01469 fps:1371 +frame:5.04e+06 wall_t:3677 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.229 +2026-01-07 21:56:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.74 loss:-0.01501 fps:1371 +frame:5.05e+06 wall_t:3683 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.272 +2026-01-07 21:56:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.74 loss:-0.01271 fps:1371 +frame:5.06e+06 wall_t:3690 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.208 +2026-01-07 21:56:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.74 loss:-0.01535 fps:1372 +frame:5.07e+06 wall_t:3696 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.196 +2026-01-07 21:56:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.73 loss:-0.01226 fps:1372 +frame:5.08e+06 wall_t:3703 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.252 +2026-01-07 21:56:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.73 loss:-0.01407 fps:1372 +frame:5.09e+06 wall_t:3709 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.237 +2026-01-07 21:56:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.73 loss:-0.01291 fps:1372 +frame:5.10e+06 wall_t:3716 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.261 +2026-01-07 21:56:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.73 loss:-0.01501 fps:1373 +frame:5.11e+06 wall_t:3722 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.288 +2026-01-07 21:56:56 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.73 loss:-0.01503 fps:1373 +frame:5.12e+06 wall_t:3729 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.303 +2026-01-07 21:57:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.73 loss:-0.01462 fps:1373 +frame:5.13e+06 wall_t:3735 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.249 +2026-01-07 21:57:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.73 loss:-0.01708 fps:1374 +frame:5.14e+06 wall_t:3741 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.278 +2026-01-07 21:57:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.72 loss:-0.01419 fps:1374 +frame:5.15e+06 wall_t:3748 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.21 +2026-01-07 21:57:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.72 loss:-0.01682 fps:1374 +frame:5.16e+06 wall_t:3755 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.256 +2026-01-07 21:57:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.72 loss:-0.01617 fps:1374 +frame:5.17e+06 wall_t:3762 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.3 +2026-01-07 21:57:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.72 loss:-0.01424 fps:1374 +frame:5.18e+06 wall_t:3769 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.254 +2026-01-07 21:57:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.72 loss:-0.01724 fps:1375 +frame:5.19e+06 wall_t:3775 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.289 +2026-01-07 21:57:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.72 loss:-0.01692 fps:1375 +frame:5.20e+06 wall_t:3783 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.283 +2026-01-07 21:57:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.72 loss:-0.0171 fps:1375 +frame:5.21e+06 wall_t:3789 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.315 +2026-01-07 21:58:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.72 loss:-0.01702 fps:1375 +frame:5.22e+06 wall_t:3795 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.29 +2026-01-07 21:58:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.72 loss:-0.01521 fps:1376 +frame:5.23e+06 wall_t:3802 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.277 +2026-01-07 21:58:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.72 loss:-0.01678 fps:1376 +frame:5.24e+06 wall_t:3808 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.305 +2026-01-07 21:58:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.72 loss:-0.01394 fps:1376 +frame:5.25e+06 wall_t:3815 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.301 +2026-01-07 21:58:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.71 loss:-0.0154 fps:1377 +frame:5.26e+06 wall_t:3821 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.232 +2026-01-07 21:58:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.71 loss:-0.01529 fps:1377 +frame:5.27e+06 wall_t:3828 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.25 +2026-01-07 21:58:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.71 loss:-0.01504 fps:1376 +frame:5.28e+06 wall_t:3836 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.174 +2026-01-07 21:58:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.71 loss:-0.0146 fps:1377 +frame:5.29e+06 wall_t:3843 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.248 +2026-01-07 21:58:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.71 loss:-0.01399 fps:1377 +frame:5.30e+06 wall_t:3850 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.289 +2026-01-07 21:59:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.55 total_reward_ma:-9.71 loss:-0.01576 fps:1377 +frame:5.31e+06 wall_t:3856 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.232 +2026-01-07 21:59:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-9.71 loss:-0.01503 fps:1377 +frame:5.32e+06 wall_t:3863 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.222 +2026-01-07 21:59:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-9.70 loss:-0.01464 fps:1377 +frame:5.33e+06 wall_t:3870 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.241 +2026-01-07 21:59:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-9.70 loss:-0.0154 fps:1377 +frame:5.34e+06 wall_t:3877 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.226 +2026-01-07 21:59:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.54 total_reward_ma:-9.70 loss:-0.01635 fps:1378 +frame:5.35e+06 wall_t:3883 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.245 +2026-01-07 21:59:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.54 total_reward_ma:-9.70 loss:-0.01514 fps:1378 +frame:5.36e+06 wall_t:3891 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.261 +2026-01-07 21:59:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.55 total_reward_ma:-9.69 loss:-0.01423 fps:1378 +frame:5.37e+06 wall_t:3898 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.244 +2026-01-07 21:59:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.55 total_reward_ma:-9.69 loss:-0.01506 fps:1378 +frame:5.38e+06 wall_t:3905 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.274 +2026-01-07 21:59:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.54 total_reward_ma:-9.69 loss:-0.01465 fps:1378 +frame:5.39e+06 wall_t:3911 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.296 +2026-01-07 22:00:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.55 total_reward_ma:-9.69 loss:-0.01525 fps:1378 +frame:5.40e+06 wall_t:3918 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.248 +2026-01-07 22:00:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.68 loss:-0.01448 fps:1378 +frame:5.41e+06 wall_t:3925 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.286 +2026-01-07 22:00:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.68 loss:-0.01508 fps:1379 +frame:5.42e+06 wall_t:3931 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.221 +2026-01-07 22:00:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.68 loss:-0.0136 fps:1379 +frame:5.43e+06 wall_t:3937 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.27 +2026-01-07 22:00:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.67 loss:-0.01606 fps:1379 +frame:5.44e+06 wall_t:3944 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.238 +2026-01-07 22:00:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.67 loss:-0.01476 fps:1379 +frame:5.45e+06 wall_t:3951 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.24 +2026-01-07 22:00:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.67 loss:-0.01503 fps:1380 +frame:5.46e+06 wall_t:3957 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.331 +2026-01-07 22:00:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.54 total_reward_ma:-9.67 loss:-0.01634 fps:1380 +frame:5.47e+06 wall_t:3963 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.29 +2026-01-07 22:00:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.51 total_reward_ma:-9.66 loss:-0.01568 fps:1380 +frame:5.48e+06 wall_t:3970 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.257 +2026-01-07 22:01:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.50 total_reward_ma:-9.66 loss:-0.01603 fps:1380 +frame:5.49e+06 wall_t:3977 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.33 +2026-01-07 22:01:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.52 total_reward_ma:-9.66 loss:-0.0156 fps:1381 +frame:5.50e+06 wall_t:3983 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.336 +2026-01-07 22:01:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.52 total_reward_ma:-9.65 loss:-0.01626 fps:1381 +frame:5.51e+06 wall_t:3990 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.316 +2026-01-07 22:01:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.65 loss:-0.0144 fps:1381 +frame:5.52e+06 wall_t:3996 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.265 +2026-01-07 22:01:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.65 loss:-0.01501 fps:1381 +frame:5.53e+06 wall_t:4003 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.226 +2026-01-07 22:01:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.65 loss:-0.01646 fps:1382 +frame:5.54e+06 wall_t:4009 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.285 +2026-01-07 22:01:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.65 loss:-0.01614 fps:1382 +frame:5.55e+06 wall_t:4015 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.296 +2026-01-07 22:01:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.64 loss:-0.01536 fps:1382 +frame:5.56e+06 wall_t:4022 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.312 +2026-01-07 22:01:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.64 loss:-0.01623 fps:1382 +frame:5.57e+06 wall_t:4029 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.311 +2026-01-07 22:02:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.64 loss:-0.01585 fps:1383 +frame:5.58e+06 wall_t:4035 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.265 +2026-01-07 22:02:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.64 loss:-0.01617 fps:1383 +frame:5.59e+06 wall_t:4041 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.245 +2026-01-07 22:02:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.64 loss:-0.01582 fps:1383 +frame:5.60e+06 wall_t:4048 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.275 +2026-01-07 22:02:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.63 loss:-0.01517 fps:1383 +frame:5.61e+06 wall_t:4055 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.304 +2026-01-07 22:02:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.63 loss:-0.01536 fps:1384 +frame:5.62e+06 wall_t:4061 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.273 +2026-01-07 22:02:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.63 loss:-0.01691 fps:1384 +frame:5.63e+06 wall_t:4067 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.252 +2026-01-07 22:02:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.63 loss:-0.01505 fps:1385 +frame:5.64e+06 wall_t:4073 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.211 +2026-01-07 22:02:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.63 loss:-0.0165 fps:1385 +frame:5.65e+06 wall_t:4080 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.228 +2026-01-07 22:02:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.63 loss:-0.01375 fps:1385 +frame:5.66e+06 wall_t:4087 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.198 +2026-01-07 22:03:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.63 loss:-0.01338 fps:1385 +frame:5.67e+06 wall_t:4093 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.243 +2026-01-07 22:03:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.63 loss:-0.01454 fps:1385 +frame:5.68e+06 wall_t:4100 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.209 +2026-01-07 22:03:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.62 loss:-0.01709 fps:1386 +frame:5.69e+06 wall_t:4106 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.272 +2026-01-07 22:03:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.62 loss:-0.01541 fps:1386 +frame:5.70e+06 wall_t:4113 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.237 +2026-01-07 22:03:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.62 loss:-0.01715 fps:1386 +frame:5.71e+06 wall_t:4119 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.242 +2026-01-07 22:03:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.62 loss:-0.01531 fps:1387 +frame:5.72e+06 wall_t:4125 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.182 +2026-01-07 22:03:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.62 loss:-0.01488 fps:1387 +frame:5.73e+06 wall_t:4132 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.19 +2026-01-07 22:03:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.62 loss:-0.01463 fps:1387 +frame:5.74e+06 wall_t:4138 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.166 +2026-01-07 22:03:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.62 loss:-0.0157 fps:1387 +frame:5.75e+06 wall_t:4145 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.198 +2026-01-07 22:03:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.62 loss:-0.01536 fps:1387 +frame:5.76e+06 wall_t:4152 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.152 +2026-01-07 22:04:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.62 loss:-0.01623 fps:1388 +frame:5.77e+06 wall_t:4158 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.197 +2026-01-07 22:04:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.62 loss:-0.0165 fps:1388 +frame:5.78e+06 wall_t:4165 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.253 +2026-01-07 22:04:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.62 loss:-0.01556 fps:1388 +frame:5.79e+06 wall_t:4171 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.236 +2026-01-07 22:04:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.62 loss:-0.01622 fps:1389 +frame:5.80e+06 wall_t:4177 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.264 +2026-01-07 22:04:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.62 loss:-0.01458 fps:1389 +frame:5.81e+06 wall_t:4183 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.188 +2026-01-07 22:04:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.62 loss:-0.01341 fps:1389 +frame:5.82e+06 wall_t:4190 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.253 +2026-01-07 22:04:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.62 loss:-0.01469 fps:1389 +frame:5.83e+06 wall_t:4197 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.25 +2026-01-07 22:04:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.62 loss:-0.01576 fps:1389 +frame:5.84e+06 wall_t:4204 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.289 +2026-01-07 22:04:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.62 loss:-0.01595 fps:1390 +frame:5.85e+06 wall_t:4210 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.183 +2026-01-07 22:05:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.62 loss:-0.01467 fps:1390 +frame:5.86e+06 wall_t:4216 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.206 +2026-01-07 22:05:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.62 loss:-0.01516 fps:1390 +frame:5.87e+06 wall_t:4223 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.232 +2026-01-07 22:05:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.62 loss:-0.01433 fps:1390 +frame:5.88e+06 wall_t:4229 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.233 +2026-01-07 22:05:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.62 loss:-0.01397 fps:1391 +frame:5.89e+06 wall_t:4235 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.218 +2026-01-07 22:05:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.62 loss:-0.01709 fps:1391 +frame:5.90e+06 wall_t:4241 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.195 +2026-01-07 22:05:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.62 loss:-0.01483 fps:1391 +frame:5.91e+06 wall_t:4248 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.178 +2026-01-07 22:05:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.62 loss:-0.01535 fps:1392 +frame:5.92e+06 wall_t:4254 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.245 +2026-01-07 22:05:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.62 loss:-0.01435 fps:1392 +frame:5.93e+06 wall_t:4261 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.216 +2026-01-07 22:05:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.62 loss:-0.01497 fps:1392 +frame:5.94e+06 wall_t:4268 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.217 +2026-01-07 22:06:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.62 loss:-0.01596 fps:1392 +frame:5.95e+06 wall_t:4275 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.166 +2026-01-07 22:06:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.62 loss:-0.01511 fps:1392 +frame:5.96e+06 wall_t:4281 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.221 +2026-01-07 22:06:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.62 loss:-0.01316 fps:1392 +frame:5.97e+06 wall_t:4288 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.155 +2026-01-07 22:06:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.62 loss:-0.0135 fps:1392 +frame:5.98e+06 wall_t:4295 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.201 +2026-01-07 22:06:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.62 loss:-0.0177 fps:1392 +frame:5.99e+06 wall_t:4303 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.262 +2026-01-07 22:06:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.62 loss:-0.01628 fps:1392 +frame:6.00e+06 wall_t:4310 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.202 +2026-01-07 22:06:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.62 loss:-0.01251 fps:1392 +frame:6.01e+06 wall_t:4317 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:06:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.61 loss:-0.01472 fps:1392 +frame:6.02e+06 wall_t:4324 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:06:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.61 loss:-0.01414 fps:1393 +frame:6.03e+06 wall_t:4330 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:07:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.61 loss:-0.01353 fps:1393 +frame:6.04e+06 wall_t:4337 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.202 +2026-01-07 22:07:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.50 total_reward_ma:-9.61 loss:-0.01403 fps:1393 +frame:6.05e+06 wall_t:4343 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 22:07:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.48 total_reward_ma:-9.61 loss:-0.01358 fps:1393 +frame:6.06e+06 wall_t:4349 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 22:07:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.48 total_reward_ma:-9.61 loss:-0.01406 fps:1394 +frame:6.07e+06 wall_t:4355 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:07:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.47 total_reward_ma:-9.61 loss:-0.01425 fps:1394 +frame:6.08e+06 wall_t:4361 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 22:07:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.60 loss:-0.01386 fps:1394 +frame:6.09e+06 wall_t:4369 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.267 +2026-01-07 22:07:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.60 loss:-0.01474 fps:1394 +frame:6.10e+06 wall_t:4376 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.236 +2026-01-07 22:07:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.60 loss:-0.01512 fps:1394 +frame:6.11e+06 wall_t:4383 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 22:07:56 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.46 total_reward_ma:-9.60 loss:-0.0117 fps:1394 +frame:6.12e+06 wall_t:4389 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.226 +2026-01-07 22:08:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.46 total_reward_ma:-9.60 loss:-0.01423 fps:1395 +frame:6.13e+06 wall_t:4395 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.19 +2026-01-07 22:08:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.60 loss:-0.01534 fps:1395 +frame:6.14e+06 wall_t:4402 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:08:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.47 total_reward_ma:-9.59 loss:-0.01256 fps:1395 +frame:6.15e+06 wall_t:4408 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 22:08:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.59 loss:-0.01296 fps:1396 +frame:6.16e+06 wall_t:4414 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.25 +2026-01-07 22:08:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.46 total_reward_ma:-9.59 loss:-0.01246 fps:1396 +frame:6.17e+06 wall_t:4421 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 22:08:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.44 total_reward_ma:-9.59 loss:-0.0152 fps:1396 +frame:6.18e+06 wall_t:4427 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.242 +2026-01-07 22:08:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.59 loss:-0.01413 fps:1396 +frame:6.19e+06 wall_t:4433 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 22:08:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.42 total_reward_ma:-9.58 loss:-0.0135 fps:1396 +frame:6.20e+06 wall_t:4440 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 22:08:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.42 total_reward_ma:-9.58 loss:-0.01519 fps:1397 +frame:6.21e+06 wall_t:4446 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 22:08:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.58 loss:-0.01397 fps:1397 +frame:6.22e+06 wall_t:4453 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 22:09:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.58 loss:-0.01526 fps:1397 +frame:6.23e+06 wall_t:4459 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 22:09:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.58 loss:-0.01343 fps:1397 +frame:6.24e+06 wall_t:4466 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 22:09:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.42 total_reward_ma:-9.58 loss:-0.01408 fps:1397 +frame:6.25e+06 wall_t:4473 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 22:09:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.57 loss:-0.01373 fps:1397 +frame:6.26e+06 wall_t:4480 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 22:09:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.57 loss:-0.01444 fps:1397 +frame:6.27e+06 wall_t:4487 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 22:09:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.43 total_reward_ma:-9.57 loss:-0.01274 fps:1397 +frame:6.28e+06 wall_t:4494 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:09:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.46 total_reward_ma:-9.57 loss:-0.01463 fps:1397 +frame:6.29e+06 wall_t:4501 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 22:09:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.57 loss:-0.01426 fps:1397 +frame:6.30e+06 wall_t:4509 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 22:10:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.57 loss:-0.01447 fps:1398 +frame:6.31e+06 wall_t:4515 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 22:10:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.43 total_reward_ma:-9.56 loss:-0.01544 fps:1398 +frame:6.32e+06 wall_t:4521 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.223 +2026-01-07 22:10:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.43 total_reward_ma:-9.56 loss:-0.01345 fps:1398 +frame:6.33e+06 wall_t:4528 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 22:10:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.43 total_reward_ma:-9.56 loss:-0.01519 fps:1398 +frame:6.34e+06 wall_t:4534 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 22:10:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.40 total_reward_ma:-9.56 loss:-0.01444 fps:1399 +frame:6.35e+06 wall_t:4540 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 22:10:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.40 total_reward_ma:-9.56 loss:-0.01471 fps:1399 +frame:6.36e+06 wall_t:4547 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 22:10:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.40 total_reward_ma:-9.56 loss:-0.01549 fps:1399 +frame:6.37e+06 wall_t:4553 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.15 +2026-01-07 22:10:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.56 loss:-0.01446 fps:1399 +frame:6.38e+06 wall_t:4560 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 22:10:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.42 total_reward_ma:-9.56 loss:-0.01436 fps:1399 +frame:6.39e+06 wall_t:4566 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:10:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.38 total_reward_ma:-9.55 loss:-0.01334 fps:1400 +frame:6.40e+06 wall_t:4572 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 22:11:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.55 loss:-0.01438 fps:1400 +frame:6.41e+06 wall_t:4578 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 22:11:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.31 total_reward_ma:-9.55 loss:-0.01313 fps:1400 +frame:6.42e+06 wall_t:4585 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:11:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.55 loss:-0.01298 fps:1401 +frame:6.43e+06 wall_t:4591 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 22:11:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.54 loss:-0.0143 fps:1401 +frame:6.44e+06 wall_t:4598 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 22:11:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.28 total_reward_ma:-9.54 loss:-0.01321 fps:1401 +frame:6.45e+06 wall_t:4605 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 22:11:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.25 total_reward_ma:-9.54 loss:-0.01272 fps:1401 +frame:6.46e+06 wall_t:4611 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:11:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.24 total_reward_ma:-9.54 loss:-0.01335 fps:1401 +frame:6.47e+06 wall_t:4618 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:11:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.22 total_reward_ma:-9.53 loss:-0.01343 fps:1401 +frame:6.48e+06 wall_t:4624 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 22:11:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.20 total_reward_ma:-9.53 loss:-0.01359 fps:1402 +frame:6.49e+06 wall_t:4630 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:12:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.19 total_reward_ma:-9.53 loss:-0.01332 fps:1402 +frame:6.50e+06 wall_t:4637 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:12:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.17 total_reward_ma:-9.52 loss:-0.0135 fps:1402 +frame:6.51e+06 wall_t:4644 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 22:12:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.16 total_reward_ma:-9.52 loss:-0.01384 fps:1402 +frame:6.52e+06 wall_t:4650 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:12:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.17 total_reward_ma:-9.51 loss:-0.01589 fps:1402 +frame:6.53e+06 wall_t:4657 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 22:12:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.19 total_reward_ma:-9.51 loss:-0.01253 fps:1402 +frame:6.54e+06 wall_t:4664 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 22:12:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.17 total_reward_ma:-9.51 loss:-0.01293 fps:1403 +frame:6.55e+06 wall_t:4670 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 22:12:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.15 total_reward_ma:-9.50 loss:-0.01294 fps:1401 +frame:6.56e+06 wall_t:4683 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:13:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.14 total_reward_ma:-9.50 loss:-0.01355 fps:1398 +frame:6.57e+06 wall_t:4699 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:13:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.05 total_reward_ma:-9.49 loss:-0.01544 fps:1398 +frame:6.58e+06 wall_t:4706 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 22:13:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.49 loss:-0.01422 fps:1395 +frame:6.59e+06 wall_t:4724 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 22:13:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.48 loss:-0.01311 fps:1394 +frame:6.60e+06 wall_t:4733 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:13:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-9.47 loss:-0.01368 fps:1395 +frame:6.61e+06 wall_t:4740 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:13:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.97 total_reward_ma:-9.47 loss:-0.01493 fps:1395 +frame:6.62e+06 wall_t:4747 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 22:14:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-9.46 loss:-0.01354 fps:1395 +frame:6.63e+06 wall_t:4753 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 22:14:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.91 total_reward_ma:-9.45 loss:-0.01241 fps:1395 +frame:6.64e+06 wall_t:4760 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:14:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.85 total_reward_ma:-9.45 loss:-0.01498 fps:1395 +frame:6.65e+06 wall_t:4766 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:14:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.85 total_reward_ma:-9.44 loss:-0.01233 fps:1396 +frame:6.66e+06 wall_t:4772 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:14:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.81 total_reward_ma:-9.43 loss:-0.01271 fps:1396 +frame:6.67e+06 wall_t:4778 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 22:14:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.79 total_reward_ma:-9.42 loss:-0.01394 fps:1396 +frame:6.68e+06 wall_t:4784 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 22:14:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.76 total_reward_ma:-9.41 loss:-0.0134 fps:1396 +frame:6.69e+06 wall_t:4791 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:14:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.78 total_reward_ma:-9.40 loss:-0.01333 fps:1397 +frame:6.70e+06 wall_t:4797 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 22:14:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.70 total_reward_ma:-9.39 loss:-0.0124 fps:1397 +frame:6.71e+06 wall_t:4803 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:14:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.70 total_reward_ma:-9.38 loss:-0.01322 fps:1397 +frame:6.72e+06 wall_t:4810 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 22:15:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.71 total_reward_ma:-9.37 loss:-0.01295 fps:1397 +frame:6.73e+06 wall_t:4816 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:15:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.62 total_reward_ma:-9.36 loss:-0.01484 fps:1398 +frame:6.74e+06 wall_t:4822 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 22:15:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.63 total_reward_ma:-9.35 loss:-0.01537 fps:1398 +frame:6.75e+06 wall_t:4828 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 22:15:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.61 total_reward_ma:-9.34 loss:-0.01477 fps:1398 +frame:6.76e+06 wall_t:4835 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.15 +2026-01-07 22:15:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.61 total_reward_ma:-9.33 loss:-0.01298 fps:1398 +frame:6.77e+06 wall_t:4842 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:15:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.58 total_reward_ma:-9.32 loss:-0.01437 fps:1398 +frame:6.78e+06 wall_t:4849 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:15:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.57 total_reward_ma:-9.31 loss:-0.01454 fps:1399 +frame:6.79e+06 wall_t:4855 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 22:15:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-9.30 loss:-0.01447 fps:1399 +frame:6.80e+06 wall_t:4861 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 22:15:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-9.28 loss:-0.01404 fps:1399 +frame:6.81e+06 wall_t:4867 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 22:16:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-9.27 loss:-0.01549 fps:1399 +frame:6.82e+06 wall_t:4874 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 22:16:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.50 total_reward_ma:-9.26 loss:-0.01604 fps:1400 +frame:6.83e+06 wall_t:4880 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 22:16:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-9.25 loss:-0.01371 fps:1400 +frame:6.84e+06 wall_t:4886 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:16:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.54 total_reward_ma:-9.24 loss:-0.01449 fps:1400 +frame:6.85e+06 wall_t:4893 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 22:16:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.62 total_reward_ma:-9.23 loss:-0.0123 fps:1400 +frame:6.86e+06 wall_t:4900 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:16:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.64 total_reward_ma:-9.22 loss:-0.0137 fps:1400 +frame:6.87e+06 wall_t:4907 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:16:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.64 total_reward_ma:-9.21 loss:-0.01148 fps:1400 +frame:6.88e+06 wall_t:4914 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 22:16:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.65 total_reward_ma:-9.20 loss:-0.01335 fps:1400 +frame:6.89e+06 wall_t:4920 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 22:16:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.63 total_reward_ma:-9.19 loss:-0.01469 fps:1400 +frame:6.90e+06 wall_t:4927 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 22:17:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.64 total_reward_ma:-9.18 loss:-0.01476 fps:1401 +frame:6.91e+06 wall_t:4933 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 22:17:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.67 total_reward_ma:-9.17 loss:-0.01355 fps:1401 +frame:6.92e+06 wall_t:4939 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.21 +2026-01-07 22:17:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.62 total_reward_ma:-9.16 loss:-0.01332 fps:1401 +frame:6.93e+06 wall_t:4946 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 22:17:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.59 total_reward_ma:-9.15 loss:-0.01389 fps:1401 +frame:6.94e+06 wall_t:4953 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 22:17:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.67 total_reward_ma:-9.14 loss:-0.01381 fps:1401 +frame:6.95e+06 wall_t:4960 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 22:17:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.67 total_reward_ma:-9.13 loss:-0.01469 fps:1401 +frame:6.96e+06 wall_t:4967 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:17:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.70 total_reward_ma:-9.12 loss:-0.0143 fps:1401 +frame:6.97e+06 wall_t:4974 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:17:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.74 total_reward_ma:-9.11 loss:-0.01349 fps:1402 +frame:6.98e+06 wall_t:4980 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:17:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.75 total_reward_ma:-9.10 loss:-0.0141 fps:1402 +frame:6.99e+06 wall_t:4987 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:18:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.84 total_reward_ma:-9.10 loss:-0.01344 fps:1402 +frame:7.00e+06 wall_t:4993 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 22:18:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.88 total_reward_ma:-9.09 loss:-0.01412 fps:1402 +frame:7.01e+06 wall_t:4999 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 22:18:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-9.08 loss:-0.01409 fps:1402 +frame:7.02e+06 wall_t:5006 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:18:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.92 total_reward_ma:-9.08 loss:-0.01473 fps:1403 +frame:7.03e+06 wall_t:5012 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 22:18:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-9.07 loss:-0.01535 fps:1403 +frame:7.04e+06 wall_t:5018 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:18:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.06 loss:-0.01445 fps:1403 +frame:7.05e+06 wall_t:5024 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.249 +2026-01-07 22:18:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.01 total_reward_ma:-9.06 loss:-0.01378 fps:1403 +frame:7.06e+06 wall_t:5031 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 22:18:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-9.06 loss:-0.01462 fps:1404 +frame:7.07e+06 wall_t:5037 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:18:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.05 loss:-0.0157 fps:1404 +frame:7.08e+06 wall_t:5044 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.257 +2026-01-07 22:18:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-9.05 loss:-0.01336 fps:1404 +frame:7.09e+06 wall_t:5050 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 22:19:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.04 loss:-0.01559 fps:1404 +frame:7.10e+06 wall_t:5056 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:19:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.03 total_reward_ma:-9.04 loss:-0.01347 fps:1404 +frame:7.11e+06 wall_t:5063 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 22:19:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.01 total_reward_ma:-9.03 loss:-0.01512 fps:1405 +frame:7.12e+06 wall_t:5069 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.256 +2026-01-07 22:19:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-9.03 loss:-0.01447 fps:1405 +frame:7.13e+06 wall_t:5076 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 22:19:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.01 total_reward_ma:-9.02 loss:-0.0127 fps:1405 +frame:7.14e+06 wall_t:5082 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:19:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.02 loss:-0.01457 fps:1405 +frame:7.15e+06 wall_t:5089 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.233 +2026-01-07 22:19:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.05 total_reward_ma:-9.02 loss:-0.01265 fps:1405 +frame:7.16e+06 wall_t:5096 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 22:19:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.08 total_reward_ma:-9.01 loss:-0.01322 fps:1405 +frame:7.17e+06 wall_t:5102 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 22:19:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.11 total_reward_ma:-9.01 loss:-0.01385 fps:1405 +frame:7.18e+06 wall_t:5109 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 22:20:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.13 total_reward_ma:-9.01 loss:-0.01399 fps:1406 +frame:7.19e+06 wall_t:5115 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.189 +2026-01-07 22:20:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.11 total_reward_ma:-9.00 loss:-0.01478 fps:1406 +frame:7.20e+06 wall_t:5122 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 22:20:15 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-9.00 loss:-0.01372 fps:1406 +frame:7.21e+06 wall_t:5128 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:20:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.11 total_reward_ma:-9.00 loss:-0.01598 fps:1406 +frame:7.22e+06 wall_t:5135 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:20:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.09 total_reward_ma:-8.99 loss:-0.01395 fps:1406 +frame:7.23e+06 wall_t:5142 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 22:20:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-8.99 loss:-0.01274 fps:1406 +frame:7.24e+06 wall_t:5148 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:20:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.95 total_reward_ma:-8.98 loss:-0.01495 fps:1407 +frame:7.25e+06 wall_t:5154 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 22:20:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.93 total_reward_ma:-8.98 loss:-0.01325 fps:1407 +frame:7.26e+06 wall_t:5161 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 22:20:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.92 total_reward_ma:-8.97 loss:-0.01358 fps:1407 +frame:7.27e+06 wall_t:5167 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 22:21:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.93 total_reward_ma:-8.97 loss:-0.01269 fps:1407 +frame:7.28e+06 wall_t:5173 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:21:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-8.96 loss:-0.01404 fps:1408 +frame:7.29e+06 wall_t:5179 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 22:21:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.96 loss:-0.01366 fps:1408 +frame:7.30e+06 wall_t:5186 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:21:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.79 total_reward_ma:-8.95 loss:-0.0127 fps:1408 +frame:7.31e+06 wall_t:5193 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 22:21:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.77 total_reward_ma:-8.94 loss:-0.01136 fps:1408 +frame:7.32e+06 wall_t:5200 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 22:21:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.77 total_reward_ma:-8.94 loss:-0.01374 fps:1408 +frame:7.33e+06 wall_t:5207 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 22:21:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.72 total_reward_ma:-8.93 loss:-0.01471 fps:1408 +frame:7.34e+06 wall_t:5213 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.256 +2026-01-07 22:21:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.72 total_reward_ma:-8.92 loss:-0.01397 fps:1408 +frame:7.35e+06 wall_t:5220 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:21:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.64 total_reward_ma:-8.92 loss:-0.01309 fps:1408 +frame:7.36e+06 wall_t:5227 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 22:22:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.63 total_reward_ma:-8.91 loss:-0.01338 fps:1408 +frame:7.37e+06 wall_t:5233 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:22:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.61 total_reward_ma:-8.90 loss:-0.01325 fps:1409 +frame:7.38e+06 wall_t:5239 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:22:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.57 total_reward_ma:-8.89 loss:-0.01318 fps:1409 +frame:7.39e+06 wall_t:5246 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 22:22:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-8.88 loss:-0.01274 fps:1409 +frame:7.40e+06 wall_t:5252 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:22:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.53 total_reward_ma:-8.88 loss:-0.01338 fps:1409 +frame:7.41e+06 wall_t:5259 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 22:22:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.50 total_reward_ma:-8.87 loss:-0.01398 fps:1409 +frame:7.42e+06 wall_t:5265 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:22:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.48 total_reward_ma:-8.86 loss:-0.01342 fps:1410 +frame:7.43e+06 wall_t:5270 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 22:22:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.48 total_reward_ma:-8.85 loss:-0.01331 fps:1410 +frame:7.44e+06 wall_t:5277 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 22:22:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.43 total_reward_ma:-8.84 loss:-0.01307 fps:1410 +frame:7.45e+06 wall_t:5283 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.112 +2026-01-07 22:22:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.38 total_reward_ma:-8.83 loss:-0.01288 fps:1410 +frame:7.46e+06 wall_t:5290 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 22:23:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.34 total_reward_ma:-8.82 loss:-0.0109 fps:1410 +frame:7.47e+06 wall_t:5296 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:23:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.34 total_reward_ma:-8.82 loss:-0.01356 fps:1411 +frame:7.48e+06 wall_t:5303 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:23:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.32 total_reward_ma:-8.81 loss:-0.01385 fps:1411 +frame:7.49e+06 wall_t:5309 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:23:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.29 total_reward_ma:-8.80 loss:-0.01114 fps:1411 +frame:7.50e+06 wall_t:5316 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.9864 +2026-01-07 22:23:29 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.20 total_reward_ma:-8.79 loss:-0.01241 fps:1411 +frame:7.51e+06 wall_t:5322 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.9967 +2026-01-07 22:23:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.22 total_reward_ma:-8.78 loss:-0.01368 fps:1411 +frame:7.52e+06 wall_t:5328 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:23:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.14 total_reward_ma:-8.77 loss:-0.01254 fps:1411 +frame:7.53e+06 wall_t:5335 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:23:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.19 total_reward_ma:-8.76 loss:-0.01172 fps:1411 +frame:7.54e+06 wall_t:5342 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:23:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.22 total_reward_ma:-8.75 loss:-0.01449 fps:1412 +frame:7.55e+06 wall_t:5348 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 22:24:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.18 total_reward_ma:-8.74 loss:-0.01467 fps:1412 +frame:7.56e+06 wall_t:5354 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:24:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.20 total_reward_ma:-8.73 loss:-0.01439 fps:1412 +frame:7.57e+06 wall_t:5361 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 22:24:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.72 loss:-0.012 fps:1412 +frame:7.58e+06 wall_t:5367 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:24:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.10 total_reward_ma:-8.71 loss:-0.01078 fps:1412 +frame:7.59e+06 wall_t:5374 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.9541 +2026-01-07 22:24:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.10 total_reward_ma:-8.70 loss:-0.01373 fps:1413 +frame:7.60e+06 wall_t:5380 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:24:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.12 total_reward_ma:-8.69 loss:-0.01259 fps:1413 +frame:7.61e+06 wall_t:5386 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.9775 +2026-01-07 22:24:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.69 loss:-0.01301 fps:1413 +frame:7.62e+06 wall_t:5393 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:24:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.10 total_reward_ma:-8.68 loss:-0.01195 fps:1413 +frame:7.63e+06 wall_t:5399 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 22:24:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.67 loss:-0.01268 fps:1414 +frame:7.64e+06 wall_t:5405 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 22:24:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.04 total_reward_ma:-8.66 loss:-0.01164 fps:1414 +frame:7.65e+06 wall_t:5412 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:25:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-8.65 loss:-0.01222 fps:1414 +frame:7.66e+06 wall_t:5418 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:25:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.65 loss:-0.0142 fps:1414 +frame:7.67e+06 wall_t:5425 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 22:25:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-8.64 loss:-0.01225 fps:1414 +frame:7.68e+06 wall_t:5432 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 22:25:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.63 loss:-0.01472 fps:1414 +frame:7.69e+06 wall_t:5438 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 22:25:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-8.62 loss:-0.01091 fps:1414 +frame:7.70e+06 wall_t:5444 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.9879 +2026-01-07 22:25:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.02 total_reward_ma:-8.62 loss:-0.01263 fps:1414 +frame:7.71e+06 wall_t:5451 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:25:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.02 total_reward_ma:-8.61 loss:-0.01242 fps:1414 +frame:7.72e+06 wall_t:5458 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:25:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.04 total_reward_ma:-8.60 loss:-0.01301 fps:1415 +frame:7.73e+06 wall_t:5464 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:25:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.60 loss:-0.01257 fps:1415 +frame:7.74e+06 wall_t:5471 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:26:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-8.59 loss:-0.01379 fps:1415 +frame:7.75e+06 wall_t:5477 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 22:26:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-8.59 loss:-0.01294 fps:1415 +frame:7.76e+06 wall_t:5484 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:26:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.58 loss:-0.01184 fps:1416 +frame:7.77e+06 wall_t:5489 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:26:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.58 loss:-0.01372 fps:1416 +frame:7.78e+06 wall_t:5496 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:26:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-8.57 loss:-0.0131 fps:1416 +frame:7.79e+06 wall_t:5503 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 22:26:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-8.57 loss:-0.01303 fps:1416 +frame:7.80e+06 wall_t:5509 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:26:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-8.56 loss:-0.01344 fps:1416 +frame:7.81e+06 wall_t:5515 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:26:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.12 total_reward_ma:-8.56 loss:-0.01156 fps:1416 +frame:7.82e+06 wall_t:5522 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:26:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.17 total_reward_ma:-8.55 loss:-0.01416 fps:1415 +frame:7.83e+06 wall_t:5533 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 22:27:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.17 total_reward_ma:-8.55 loss:-0.01094 fps:1413 +frame:7.84e+06 wall_t:5547 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 22:27:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.55 loss:-0.01205 fps:1414 +frame:7.85e+06 wall_t:5552 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:27:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.14 total_reward_ma:-8.54 loss:-0.01198 fps:1413 +frame:7.86e+06 wall_t:5561 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 22:27:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.12 total_reward_ma:-8.54 loss:-0.01346 fps:1412 +frame:7.87e+06 wall_t:5575 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:27:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.17 total_reward_ma:-8.53 loss:-0.01378 fps:1412 +frame:7.88e+06 wall_t:5581 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:27:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.17 total_reward_ma:-8.53 loss:-0.01176 fps:1412 +frame:7.89e+06 wall_t:5587 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:28:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.17 total_reward_ma:-8.52 loss:-0.0105 fps:1412 +frame:7.90e+06 wall_t:5593 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.9966 +2026-01-07 22:28:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.23 total_reward_ma:-8.52 loss:-0.01253 fps:1413 +frame:7.91e+06 wall_t:5599 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:28:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.26 total_reward_ma:-8.51 loss:-0.01295 fps:1413 +frame:7.92e+06 wall_t:5606 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:28:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.23 total_reward_ma:-8.51 loss:-0.01455 fps:1413 +frame:7.93e+06 wall_t:5612 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:28:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.19 total_reward_ma:-8.51 loss:-0.01275 fps:1413 +frame:7.94e+06 wall_t:5619 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 22:28:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.24 total_reward_ma:-8.50 loss:-0.01372 fps:1413 +frame:7.95e+06 wall_t:5626 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:28:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.23 total_reward_ma:-8.50 loss:-0.01167 fps:1413 +frame:7.96e+06 wall_t:5632 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:28:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.20 total_reward_ma:-8.49 loss:-0.01142 fps:1413 +frame:7.97e+06 wall_t:5640 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.995 +2026-01-07 22:28:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.20 total_reward_ma:-8.49 loss:-0.01266 fps:1413 +frame:7.98e+06 wall_t:5647 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:29:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.13 total_reward_ma:-8.48 loss:-0.0102 fps:1413 +frame:7.99e+06 wall_t:5653 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:29:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.15 total_reward_ma:-8.47 loss:-0.01192 fps:1413 +frame:8.00e+06 wall_t:5660 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.999 +2026-01-07 22:29:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.15 total_reward_ma:-8.47 loss:-0.01136 fps:1413 +frame:8.01e+06 wall_t:5667 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:29:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.10 total_reward_ma:-8.46 loss:-0.01307 fps:1414 +frame:8.02e+06 wall_t:5673 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:29:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.45 loss:-0.01357 fps:1414 +frame:8.03e+06 wall_t:5679 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:29:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.44 loss:-0.01231 fps:1414 +frame:8.04e+06 wall_t:5686 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:29:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.43 loss:-0.0134 fps:1414 +frame:8.05e+06 wall_t:5692 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:29:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.10 total_reward_ma:-8.42 loss:-0.01183 fps:1414 +frame:8.06e+06 wall_t:5699 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:29:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.13 total_reward_ma:-8.42 loss:-0.01255 fps:1415 +frame:8.07e+06 wall_t:5705 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:29:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.41 loss:-0.01347 fps:1415 +frame:8.08e+06 wall_t:5711 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:30:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.13 total_reward_ma:-8.40 loss:-0.01309 fps:1415 +frame:8.09e+06 wall_t:5718 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:30:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.39 loss:-0.01235 fps:1415 +frame:8.10e+06 wall_t:5724 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 22:30:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-8.38 loss:-0.01342 fps:1415 +frame:8.11e+06 wall_t:5730 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:30:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-8.37 loss:-0.01147 fps:1415 +frame:8.12e+06 wall_t:5737 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.9547 +2026-01-07 22:30:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.36 loss:-0.0129 fps:1416 +frame:8.13e+06 wall_t:5743 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.013 +2026-01-07 22:30:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.05 total_reward_ma:-8.35 loss:-0.0129 fps:1416 +frame:8.14e+06 wall_t:5750 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:30:43 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-8.34 loss:-0.0118 fps:1416 +frame:8.15e+06 wall_t:5756 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:30:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.15 total_reward_ma:-8.33 loss:-0.01351 fps:1416 +frame:8.16e+06 wall_t:5763 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:30:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.21 total_reward_ma:-8.32 loss:-0.01223 fps:1416 +frame:8.17e+06 wall_t:5770 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 22:31:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.21 total_reward_ma:-8.31 loss:-0.01166 fps:1416 +frame:8.18e+06 wall_t:5777 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:31:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.21 total_reward_ma:-8.30 loss:-0.01108 fps:1416 +frame:8.19e+06 wall_t:5784 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.9752 +2026-01-07 22:31:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.23 total_reward_ma:-8.30 loss:-0.009652 fps:1416 +frame:8.20e+06 wall_t:5791 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.9789 +2026-01-07 22:31:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.16 total_reward_ma:-8.29 loss:-0.01214 fps:1416 +frame:8.21e+06 wall_t:5798 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:31:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.16 total_reward_ma:-8.28 loss:-0.01268 fps:1416 +frame:8.22e+06 wall_t:5805 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:31:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-8.27 loss:-0.01235 fps:1416 +frame:8.23e+06 wall_t:5812 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:31:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.26 loss:-0.0115 fps:1416 +frame:8.24e+06 wall_t:5818 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:31:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-8.25 loss:-0.01299 fps:1416 +frame:8.25e+06 wall_t:5825 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:31:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.24 loss:-0.01346 fps:1416 +frame:8.26e+06 wall_t:5833 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:32:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.07 total_reward_ma:-8.23 loss:-0.0119 fps:1416 +frame:8.27e+06 wall_t:5839 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 22:32:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.22 loss:-0.01121 fps:1417 +frame:8.28e+06 wall_t:5845 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:32:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.22 loss:-0.01095 fps:1417 +frame:8.29e+06 wall_t:5852 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.9482 +2026-01-07 22:32:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.21 loss:-0.01266 fps:1416 +frame:8.30e+06 wall_t:5860 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.987 +2026-01-07 22:32:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.20 loss:-0.01227 fps:1416 +frame:8.31e+06 wall_t:5867 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.9577 +2026-01-07 22:32:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.04 total_reward_ma:-8.19 loss:-0.01256 fps:1416 +frame:8.32e+06 wall_t:5874 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 22:32:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.04 total_reward_ma:-8.19 loss:-0.01226 fps:1417 +frame:8.33e+06 wall_t:5880 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.9666 +2026-01-07 22:32:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.06 total_reward_ma:-8.18 loss:-0.01253 fps:1417 +frame:8.34e+06 wall_t:5886 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.9715 +2026-01-07 22:33:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.03 total_reward_ma:-8.17 loss:-0.0102 fps:1417 +frame:8.35e+06 wall_t:5893 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:33:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.00 total_reward_ma:-8.17 loss:-0.01331 fps:1417 +frame:8.36e+06 wall_t:5901 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:33:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-8.01 total_reward_ma:-8.16 loss:-0.01014 fps:1417 +frame:8.37e+06 wall_t:5907 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.9548 +2026-01-07 22:33:22 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.98 total_reward_ma:-8.15 loss:-0.01394 fps:1417 +frame:8.38e+06 wall_t:5915 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:33:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.99 total_reward_ma:-8.15 loss:-0.009857 fps:1417 +frame:8.39e+06 wall_t:5921 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.8931 +2026-01-07 22:33:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-8.14 loss:-0.01181 fps:1417 +frame:8.40e+06 wall_t:5928 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.9053 +2026-01-07 22:33:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.88 total_reward_ma:-8.13 loss:-0.01209 fps:1417 +frame:8.41e+06 wall_t:5935 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:33:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.90 total_reward_ma:-8.13 loss:-0.01032 fps:1417 +frame:8.42e+06 wall_t:5941 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.9922 +2026-01-07 22:33:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.86 total_reward_ma:-8.12 loss:-0.01132 fps:1417 +frame:8.43e+06 wall_t:5948 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 22:34:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-8.12 loss:-0.01151 fps:1418 +frame:8.44e+06 wall_t:5954 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.9839 +2026-01-07 22:34:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.84 total_reward_ma:-8.11 loss:-0.01138 fps:1418 +frame:8.45e+06 wall_t:5960 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 22:34:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.86 total_reward_ma:-8.10 loss:-0.01223 fps:1418 +frame:8.46e+06 wall_t:5967 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 22:34:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.85 total_reward_ma:-8.10 loss:-0.009422 fps:1418 +frame:8.47e+06 wall_t:5974 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.8819 +2026-01-07 22:34:28 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-8.09 loss:-0.01306 fps:1418 +frame:8.48e+06 wall_t:5981 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:34:35 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.70 total_reward_ma:-8.09 loss:-0.0103 fps:1418 +frame:8.49e+06 wall_t:5989 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.9305 +2026-01-07 22:34:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-8.08 loss:-0.01181 fps:1418 +frame:8.50e+06 wall_t:5995 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:34:49 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-8.08 loss:-0.01167 fps:1418 +frame:8.51e+06 wall_t:6003 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:34:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.60 total_reward_ma:-8.07 loss:-0.0123 fps:1418 +frame:8.52e+06 wall_t:6010 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 22:35:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-8.06 loss:-0.01304 fps:1417 +frame:8.53e+06 wall_t:6018 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:35:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.64 total_reward_ma:-8.06 loss:-0.01112 fps:1417 +frame:8.54e+06 wall_t:6025 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 22:35:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-8.05 loss:-0.01115 fps:1417 +frame:8.55e+06 wall_t:6032 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.012 +2026-01-07 22:35:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.61 total_reward_ma:-8.05 loss:-0.01094 fps:1417 +frame:8.56e+06 wall_t:6039 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:35:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.64 total_reward_ma:-8.04 loss:-0.01238 fps:1417 +frame:8.57e+06 wall_t:6046 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:35:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.67 total_reward_ma:-8.04 loss:-0.01069 fps:1417 +frame:8.58e+06 wall_t:6053 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.9652 +2026-01-07 22:35:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.67 total_reward_ma:-8.03 loss:-0.009992 fps:1417 +frame:8.59e+06 wall_t:6060 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.9283 +2026-01-07 22:35:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-8.03 loss:-0.009104 fps:1418 +frame:8.60e+06 wall_t:6066 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.905 +2026-01-07 22:35:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.61 total_reward_ma:-8.02 loss:-0.01243 fps:1418 +frame:8.61e+06 wall_t:6072 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.949 +2026-01-07 22:36:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.60 total_reward_ma:-8.02 loss:-0.01196 fps:1418 +frame:8.62e+06 wall_t:6079 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.012 +2026-01-07 22:36:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-8.01 loss:-0.01183 fps:1418 +frame:8.63e+06 wall_t:6086 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:36:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-8.01 loss:-0.01185 fps:1418 +frame:8.64e+06 wall_t:6093 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:36:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-8.00 loss:-0.01169 fps:1418 +frame:8.65e+06 wall_t:6100 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.9955 +2026-01-07 22:36:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-8.00 loss:-0.01183 fps:1418 +frame:8.66e+06 wall_t:6107 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:36:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.65 total_reward_ma:-7.99 loss:-0.01073 fps:1418 +frame:8.67e+06 wall_t:6113 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.8983 +2026-01-07 22:36:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.67 total_reward_ma:-7.99 loss:-0.01202 fps:1418 +frame:8.68e+06 wall_t:6120 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:36:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.99 loss:-0.0117 fps:1418 +frame:8.69e+06 wall_t:6127 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 22:37:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.98 loss:-0.01234 fps:1418 +frame:8.70e+06 wall_t:6134 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:37:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.68 total_reward_ma:-7.98 loss:-0.01071 fps:1419 +frame:8.71e+06 wall_t:6140 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 22:37:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.66 total_reward_ma:-7.98 loss:-0.007699 fps:1419 +frame:8.72e+06 wall_t:6147 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.8689 +2026-01-07 22:37:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.69 total_reward_ma:-7.97 loss:-0.01011 fps:1419 +frame:8.73e+06 wall_t:6153 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.9634 +2026-01-07 22:37:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.72 total_reward_ma:-7.97 loss:-0.01174 fps:1419 +frame:8.74e+06 wall_t:6160 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:37:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.68 total_reward_ma:-7.96 loss:-0.01263 fps:1419 +frame:8.75e+06 wall_t:6167 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.979 +2026-01-07 22:37:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.67 total_reward_ma:-7.96 loss:-0.01341 fps:1419 +frame:8.76e+06 wall_t:6173 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.9987 +2026-01-07 22:37:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-7.96 loss:-0.01103 fps:1419 +frame:8.77e+06 wall_t:6179 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:37:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.64 total_reward_ma:-7.95 loss:-0.01254 fps:1419 +frame:8.78e+06 wall_t:6186 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 22:37:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.64 total_reward_ma:-7.95 loss:-0.01137 fps:1420 +frame:8.79e+06 wall_t:6192 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.9859 +2026-01-07 22:38:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.94 loss:-0.01149 fps:1420 +frame:8.80e+06 wall_t:6198 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 22:38:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.64 total_reward_ma:-7.94 loss:-0.01129 fps:1420 +frame:8.81e+06 wall_t:6205 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:38:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.93 loss:-0.01145 fps:1420 +frame:8.82e+06 wall_t:6212 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.9886 +2026-01-07 22:38:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.69 total_reward_ma:-7.93 loss:-0.01221 fps:1420 +frame:8.83e+06 wall_t:6219 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.9887 +2026-01-07 22:38:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-7.93 loss:-0.0128 fps:1420 +frame:8.84e+06 wall_t:6226 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:38:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.70 total_reward_ma:-7.92 loss:-0.01264 fps:1420 +frame:8.85e+06 wall_t:6233 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:38:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.64 total_reward_ma:-7.92 loss:-0.01108 fps:1420 +frame:8.86e+06 wall_t:6239 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.9743 +2026-01-07 22:38:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.91 loss:-0.01114 fps:1420 +frame:8.87e+06 wall_t:6246 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.012 +2026-01-07 22:38:59 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.90 loss:-0.01143 fps:1420 +frame:8.88e+06 wall_t:6252 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.9952 +2026-01-07 22:39:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.90 loss:-0.01459 fps:1420 +frame:8.89e+06 wall_t:6259 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:39:12 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.89 loss:-0.01117 fps:1420 +frame:8.90e+06 wall_t:6266 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:39:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.89 loss:-0.01262 fps:1421 +frame:8.91e+06 wall_t:6272 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.9882 +2026-01-07 22:39:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.67 total_reward_ma:-7.88 loss:-0.01339 fps:1421 +frame:8.92e+06 wall_t:6279 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:39:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.68 total_reward_ma:-7.88 loss:-0.0126 fps:1421 +frame:8.93e+06 wall_t:6286 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.9657 +2026-01-07 22:39:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.87 loss:-0.01078 fps:1421 +frame:8.94e+06 wall_t:6292 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:39:45 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.87 loss:-0.01241 fps:1421 +frame:8.95e+06 wall_t:6298 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.9795 +2026-01-07 22:39:52 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.72 total_reward_ma:-7.86 loss:-0.01147 fps:1421 +frame:8.96e+06 wall_t:6305 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 22:39:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-7.86 loss:-0.0102 fps:1421 +frame:8.97e+06 wall_t:6311 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.9543 +2026-01-07 22:40:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.76 total_reward_ma:-7.85 loss:-0.0126 fps:1421 +frame:8.98e+06 wall_t:6318 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:40:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.85 loss:-0.01065 fps:1422 +frame:8.99e+06 wall_t:6324 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:40:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.70 total_reward_ma:-7.84 loss:-0.01107 fps:1422 +frame:9.00e+06 wall_t:6331 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 22:40:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-7.84 loss:-0.01106 fps:1422 +frame:9.01e+06 wall_t:6337 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 22:40:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.76 total_reward_ma:-7.84 loss:-0.01197 fps:1422 +frame:9.02e+06 wall_t:6344 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:40:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.76 total_reward_ma:-7.83 loss:-0.01163 fps:1422 +frame:9.03e+06 wall_t:6350 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.9906 +2026-01-07 22:40:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.74 total_reward_ma:-7.83 loss:-0.01138 fps:1422 +frame:9.04e+06 wall_t:6357 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:40:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.82 loss:-0.01219 fps:1422 +frame:9.05e+06 wall_t:6363 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:40:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.82 loss:-0.01138 fps:1422 +frame:9.06e+06 wall_t:6370 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.9796 +2026-01-07 22:41:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.81 loss:-0.01357 fps:1422 +frame:9.07e+06 wall_t:6377 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.9964 +2026-01-07 22:41:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.56 total_reward_ma:-7.81 loss:-0.01159 fps:1423 +frame:9.08e+06 wall_t:6383 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 22:41:17 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.66 total_reward_ma:-7.80 loss:-0.01077 fps:1423 +frame:9.09e+06 wall_t:6390 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:41:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.65 total_reward_ma:-7.80 loss:-0.01075 fps:1423 +frame:9.10e+06 wall_t:6397 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 22:41:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.72 total_reward_ma:-7.80 loss:-0.01045 fps:1423 +frame:9.11e+06 wall_t:6403 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:41:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.79 loss:-0.00917 fps:1423 +frame:9.12e+06 wall_t:6410 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.895 +2026-01-07 22:41:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.79 loss:-0.0103 fps:1423 +frame:9.13e+06 wall_t:6417 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:41:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-7.79 loss:-0.01169 fps:1423 +frame:9.14e+06 wall_t:6423 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 22:41:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.76 total_reward_ma:-7.78 loss:-0.01121 fps:1423 +frame:9.15e+06 wall_t:6430 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:42:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-7.78 loss:-0.009804 fps:1423 +frame:9.16e+06 wall_t:6438 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.9278 +2026-01-07 22:42:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.65 total_reward_ma:-7.77 loss:-0.01145 fps:1423 +frame:9.17e+06 wall_t:6445 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.9776 +2026-01-07 22:42:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.62 total_reward_ma:-7.77 loss:-0.01048 fps:1423 +frame:9.18e+06 wall_t:6452 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.013 +2026-01-07 22:42:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.63 total_reward_ma:-7.76 loss:-0.008742 fps:1423 +frame:9.19e+06 wall_t:6459 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.013 +2026-01-07 22:42:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-7.76 loss:-0.008128 fps:1423 +frame:9.20e+06 wall_t:6466 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.9462 +2026-01-07 22:42:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.69 total_reward_ma:-7.75 loss:-0.01099 fps:1423 +frame:9.21e+06 wall_t:6473 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:42:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.65 total_reward_ma:-7.75 loss:-0.01053 fps:1423 +frame:9.22e+06 wall_t:6479 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.9782 +2026-01-07 22:42:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.74 loss:-0.0108 fps:1423 +frame:9.23e+06 wall_t:6486 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:42:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.74 loss:-0.01073 fps:1424 +frame:9.24e+06 wall_t:6491 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:43:03 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.73 loss:-0.01102 fps:1424 +frame:9.25e+06 wall_t:6497 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.005 +2026-01-07 22:43:09 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.73 loss:-0.01135 fps:1424 +frame:9.26e+06 wall_t:6502 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.9564 +2026-01-07 22:43:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.42 total_reward_ma:-7.72 loss:-0.009584 fps:1425 +frame:9.27e+06 wall_t:6507 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.9413 +2026-01-07 22:43:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.43 total_reward_ma:-7.71 loss:-0.01095 fps:1425 +frame:9.28e+06 wall_t:6513 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.9948 +2026-01-07 22:43:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.39 total_reward_ma:-7.71 loss:-0.01181 fps:1425 +frame:9.29e+06 wall_t:6519 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:43:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.35 total_reward_ma:-7.70 loss:-0.009631 fps:1426 +frame:9.30e+06 wall_t:6524 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.9897 +2026-01-07 22:43:36 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.31 total_reward_ma:-7.69 loss:-0.01151 fps:1426 +frame:9.31e+06 wall_t:6529 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.9458 +2026-01-07 22:43:42 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.30 total_reward_ma:-7.68 loss:-0.009915 fps:1426 +frame:9.32e+06 wall_t:6536 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:43:50 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.33 total_reward_ma:-7.68 loss:-0.01211 fps:1426 +frame:9.33e+06 wall_t:6543 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:43:57 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-7.67 loss:-0.01161 fps:1426 +frame:9.34e+06 wall_t:6550 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.9886 +2026-01-07 22:44:04 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.38 total_reward_ma:-7.66 loss:-0.01051 fps:1426 +frame:9.35e+06 wall_t:6557 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 22:44:11 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.38 total_reward_ma:-7.66 loss:-0.01055 fps:1426 +frame:9.36e+06 wall_t:6564 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.014 +2026-01-07 22:44:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.44 total_reward_ma:-7.65 loss:-0.01033 fps:1426 +frame:9.37e+06 wall_t:6571 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.9652 +2026-01-07 22:44:24 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.49 total_reward_ma:-7.65 loss:-0.01114 fps:1426 +frame:9.38e+06 wall_t:6578 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:44:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.64 loss:-0.01105 fps:1426 +frame:9.39e+06 wall_t:6585 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:44:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.64 loss:-0.01017 fps:1426 +frame:9.40e+06 wall_t:6592 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:44:46 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-7.63 loss:-0.009858 fps:1426 +frame:9.41e+06 wall_t:6599 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.9706 +2026-01-07 22:44:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.63 loss:-0.01174 fps:1426 +frame:9.42e+06 wall_t:6606 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:45:00 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.63 loss:-0.01024 fps:1426 +frame:9.43e+06 wall_t:6613 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:45:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.49 total_reward_ma:-7.62 loss:-0.01163 fps:1426 +frame:9.44e+06 wall_t:6619 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:45:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.52 total_reward_ma:-7.62 loss:-0.01054 fps:1426 +frame:9.45e+06 wall_t:6626 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 22:45:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.56 total_reward_ma:-7.62 loss:-0.01162 fps:1426 +frame:9.46e+06 wall_t:6632 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.9984 +2026-01-07 22:45:26 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.61 loss:-0.009144 fps:1426 +frame:9.47e+06 wall_t:6639 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9863 +2026-01-07 22:45:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.58 total_reward_ma:-7.61 loss:-0.01013 fps:1426 +frame:9.48e+06 wall_t:6646 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.9888 +2026-01-07 22:45:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.61 total_reward_ma:-7.61 loss:-0.01004 fps:1426 +frame:9.49e+06 wall_t:6653 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:45:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.66 total_reward_ma:-7.61 loss:-0.0112 fps:1426 +frame:9.50e+06 wall_t:6660 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:45:53 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-7.61 loss:-0.0105 fps:1426 +frame:9.51e+06 wall_t:6667 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.9757 +2026-01-07 22:46:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.72 total_reward_ma:-7.61 loss:-0.0104 fps:1426 +frame:9.52e+06 wall_t:6674 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 22:46:07 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.74 total_reward_ma:-7.62 loss:-0.01031 fps:1426 +frame:9.53e+06 wall_t:6681 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:46:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-7.62 loss:-0.00976 fps:1427 +frame:9.54e+06 wall_t:6687 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:46:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-7.62 loss:-0.009279 fps:1427 +frame:9.55e+06 wall_t:6694 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.9793 +2026-01-07 22:46:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-7.62 loss:-0.01029 fps:1427 +frame:9.56e+06 wall_t:6700 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:46:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.78 total_reward_ma:-7.62 loss:-0.01067 fps:1427 +frame:9.57e+06 wall_t:6707 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:46:40 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.80 total_reward_ma:-7.62 loss:-0.01025 fps:1427 +frame:9.58e+06 wall_t:6714 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 22:46:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.84 total_reward_ma:-7.63 loss:-0.01051 fps:1427 +frame:9.59e+06 wall_t:6720 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 22:46:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-7.63 loss:-0.008825 fps:1427 +frame:9.60e+06 wall_t:6727 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:47:01 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-7.63 loss:-0.009523 fps:1427 +frame:9.61e+06 wall_t:6734 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.9951 +2026-01-07 22:47:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.86 total_reward_ma:-7.63 loss:-0.009213 fps:1427 +frame:9.62e+06 wall_t:6741 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.035 +2026-01-07 22:47:14 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.91 total_reward_ma:-7.64 loss:-0.009138 fps:1427 +frame:9.63e+06 wall_t:6747 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.9198 +2026-01-07 22:47:21 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.89 total_reward_ma:-7.64 loss:-0.00956 fps:1427 +frame:9.64e+06 wall_t:6754 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.017 +2026-01-07 22:47:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.87 total_reward_ma:-7.64 loss:-0.009437 fps:1428 +frame:9.65e+06 wall_t:6760 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.041 +2026-01-07 22:47:34 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.88 total_reward_ma:-7.64 loss:-0.009564 fps:1428 +frame:9.66e+06 wall_t:6767 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.01 +2026-01-07 22:47:41 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.86 total_reward_ma:-7.64 loss:-0.009703 fps:1427 +frame:9.67e+06 wall_t:6775 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.9505 +2026-01-07 22:47:48 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.83 total_reward_ma:-7.65 loss:-0.009683 fps:1427 +frame:9.68e+06 wall_t:6782 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.9539 +2026-01-07 22:47:55 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-7.65 loss:-0.01074 fps:1428 +frame:9.69e+06 wall_t:6788 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.9508 +2026-01-07 22:48:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-7.65 loss:-0.008692 fps:1428 +frame:9.70e+06 wall_t:6795 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.7989 +2026-01-07 22:48:08 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.74 total_reward_ma:-7.65 loss:-0.008455 fps:1428 +frame:9.71e+06 wall_t:6801 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.9351 +2026-01-07 22:48:16 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.79 total_reward_ma:-7.65 loss:-0.009152 fps:1428 +frame:9.72e+06 wall_t:6809 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.026 +2026-01-07 22:48:23 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.79 total_reward_ma:-7.65 loss:-0.008365 fps:1428 +frame:9.73e+06 wall_t:6816 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.956 +2026-01-07 22:48:30 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.76 total_reward_ma:-7.65 loss:-0.008336 fps:1428 +frame:9.74e+06 wall_t:6823 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.9848 +2026-01-07 22:48:37 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.65 loss:-0.00827 fps:1428 +frame:9.75e+06 wall_t:6830 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.04 +2026-01-07 22:48:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-7.65 loss:-0.008618 fps:1428 +frame:9.76e+06 wall_t:6837 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.9918 +2026-01-07 22:48:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.72 total_reward_ma:-7.65 loss:-0.009686 fps:1428 +frame:9.77e+06 wall_t:6844 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.9243 +2026-01-07 22:48:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.69 total_reward_ma:-7.66 loss:-0.008618 fps:1428 +frame:9.78e+06 wall_t:6851 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.95 +2026-01-07 22:49:06 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.61 total_reward_ma:-7.65 loss:-0.009633 fps:1427 +frame:9.79e+06 wall_t:6859 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.9562 +2026-01-07 22:49:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.65 loss:-0.008977 fps:1427 +frame:9.80e+06 wall_t:6866 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.9936 +2026-01-07 22:49:19 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.65 loss:-0.009649 fps:1428 +frame:9.81e+06 wall_t:6872 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.029 +2026-01-07 22:49:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.65 loss:-0.0102 fps:1428 +frame:9.82e+06 wall_t:6878 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.072 +2026-01-07 22:49:32 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.65 loss:-0.007826 fps:1428 +frame:9.83e+06 wall_t:6885 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.8945 +2026-01-07 22:49:39 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.57 total_reward_ma:-7.65 loss:-0.0101 fps:1428 +frame:9.84e+06 wall_t:6893 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.04 +2026-01-07 22:49:47 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.65 loss:-0.009169 fps:1428 +frame:9.85e+06 wall_t:6900 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.9429 +2026-01-07 22:49:54 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.65 loss:-0.008712 fps:1427 +frame:9.86e+06 wall_t:6908 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.029 +2026-01-07 22:50:02 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.52 total_reward_ma:-7.65 loss:-0.008474 fps:1427 +frame:9.87e+06 wall_t:6915 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.016 +2026-01-07 22:50:10 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.65 loss:-0.008309 fps:1427 +frame:9.88e+06 wall_t:6923 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.8893 +2026-01-07 22:50:18 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.65 loss:-0.006733 fps:1427 +frame:9.89e+06 wall_t:6931 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.9654 +2026-01-07 22:50:25 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.64 loss:-0.007683 fps:1427 +frame:9.90e+06 wall_t:6938 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.9754 +2026-01-07 22:50:31 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.64 loss:-0.008542 fps:1427 +frame:9.91e+06 wall_t:6945 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.031 +2026-01-07 22:50:38 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.49 total_reward_ma:-7.64 loss:-0.007899 fps:1427 +frame:9.92e+06 wall_t:6951 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.9829 +2026-01-07 22:50:44 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.64 loss:-0.008207 fps:1427 +frame:9.93e+06 wall_t:6958 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.032 +2026-01-07 22:50:51 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-7.64 loss:-0.007969 fps:1427 +frame:9.94e+06 wall_t:6964 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.021 +2026-01-07 22:50:58 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.64 loss:-0.008434 fps:1427 +frame:9.95e+06 wall_t:6971 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.9981 +2026-01-07 22:51:05 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-7.63 loss:-0.007539 fps:1427 +frame:9.96e+06 wall_t:6979 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.9145 +2026-01-07 22:51:13 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.50 total_reward_ma:-7.63 loss:-0.008724 fps:1427 +frame:9.97e+06 wall_t:6986 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.9912 +2026-01-07 22:51:20 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.63 loss:-0.008293 fps:1427 +frame:9.98e+06 wall_t:6994 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.974 +2026-01-07 22:51:27 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.63 loss:-0.008532 fps:1427 +frame:9.99e+06 wall_t:7000 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.074 +2026-01-07 22:51:33 | INFO | PID:2122 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_surround_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.63 loss:-0.009092 fps:1427 +frame:1.00e+07 wall_t:7007 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.9727 +2026-01-07 22:51:34 | INFO | PID:2122 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam70_surround_2026_01_07_205440/model/ppo_atari_lam70_surround_t0_s0_ckpt-best_net_model.pt b/data/ppo_atari_lam70_surround_2026_01_07_205440/model/ppo_atari_lam70_surround_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..c1994634c97811175a009b11852081e4bd8b34d2 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