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-2.5229334831237793, + "strength": 2.718066453933716, + "max_strength": 8.119998931884766, + "final_strength": 7.693332672119141, + "sample_efficiency": 1.6895417331852514e-07, + "training_efficiency": 1.0815462701430079e-05, + "stability": 0.9952194094657898, + "consistency": 0.16741275787353516 +} \ No newline at end of file diff --git a/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0.log b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..167cf9b4b4e23c6fc0035471b87ced02edcd6d70 --- /dev/null +++ b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0.log @@ -0,0 +1,5 @@ +2026-01-07 12:15:47 | INFO | PID:1489 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:-2.52 | strength:2.718 | max_strength:8.12 | final_strength:7.693 | sample_efficiency:1.69e-07 | training_efficiency:1.082e-05 | stability:0.9952 | consistency:0.1674 +2026-01-07 12:15:47 | INFO | PID:1489 | slm_lab.lib.logger:info | Trial 0 done +2026-01-07 12:15:47 | INFO | PID:1489 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_surround_2026_01_07_102404 +2026-01-07 12:15:47 | INFO | PID:1489 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB +2026-01-07 12:15:47 | INFO | PID:1489 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_surround_2026_01_07_102404 to SLM-Lab/benchmark-dev/data/ppo_atari_surround_2026_01_07_102404... diff --git a/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s0.log b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..9ac5e36eb3130d7eb257a7840543050fb8f0deea --- /dev/null +++ b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s0.log @@ -0,0 +1,1482 @@ +2026-01-07 10:24:08 | INFO | PID:1628 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 10:24:32 | INFO | PID:1628 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-07 10:24:32 | INFO | PID:1628 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.95 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.95 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=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 10:24:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:nan total_reward_ma:nan loss:0.001305 fps:333.3 +frame:1.00e+04 wall_t:30 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.499 +2026-01-07 10:24:50 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.004078 fps:526.3 +frame:2.00e+04 wall_t:38 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.511 +2026-01-07 10:24:57 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.003097 fps:652.2 +frame:3.00e+04 wall_t:46 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.513 +2026-01-07 10:25:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.005453 fps:740.7 +frame:4.00e+04 wall_t:54 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.5 +2026-01-07 10:25:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.008077 fps:806.5 +frame:5.00e+04 wall_t:62 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.485 +2026-01-07 10:25:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.004616 fps:857.1 +frame:6.00e+04 wall_t:70 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.51 +2026-01-07 10:25:29 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.007742 fps:897.4 +frame:7.00e+04 wall_t:78 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.506 +2026-01-07 10:25:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.009244 fps:941.2 +frame:8.00e+04 wall_t:85 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.53 +2026-01-07 10:25:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.008622 fps:978.3 +frame:9.00e+04 wall_t:92 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.53 +2026-01-07 10:25:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.008795 fps:1000 +frame:1.00e+05 wall_t:100 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.543 +2026-01-07 10:25:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.009208 fps:1019 +frame:1.10e+05 wall_t:108 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.551 +2026-01-07 10:26:06 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.008227 fps:1043 +frame:1.20e+05 wall_t:115 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.561 +2026-01-07 10:26:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.009227 fps:1066 +frame:1.30e+05 wall_t:122 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.565 +2026-01-07 10:26:21 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.0107 fps:1077 +frame:1.40e+05 wall_t:130 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.558 +2026-01-07 10:26:28 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.007936 fps:1095 +frame:1.50e+05 wall_t:137 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.559 +2026-01-07 10:26:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01298 fps:1103 +frame:1.60e+05 wall_t:145 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.535 +2026-01-07 10:26:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01216 fps:1118 +frame:1.70e+05 wall_t:152 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.507 +2026-01-07 10:26:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01229 fps:1125 +frame:1.80e+05 wall_t:160 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.523 +2026-01-07 10:26:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.008891 fps:1131 +frame:1.90e+05 wall_t:168 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.517 +2026-01-07 10:27:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01121 fps:1136 +frame:2.00e+05 wall_t:176 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.52 +2026-01-07 10:27:14 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01094 fps:1148 +frame:2.10e+05 wall_t:183 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.487 +2026-01-07 10:27:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01078 fps:1152 +frame:2.20e+05 wall_t:191 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.474 +2026-01-07 10:27:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01254 fps:1150 +frame:2.30e+05 wall_t:200 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.493 +2026-01-07 10:27:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01253 fps:1148 +frame:2.40e+05 wall_t:209 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.458 +2026-01-07 10:27:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.0103 fps:1147 +frame:2.50e+05 wall_t:218 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.431 +2026-01-07 10:27:57 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.009307 fps:1150 +frame:2.60e+05 wall_t:226 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.393 +2026-01-07 10:28:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01006 fps:1154 +frame:2.70e+05 wall_t:234 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.438 +2026-01-07 10:28:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01226 fps:1157 +frame:2.80e+05 wall_t:242 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.407 +2026-01-07 10:28:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01177 fps:1160 +frame:2.90e+05 wall_t:250 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.391 +2026-01-07 10:28:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.0122 fps:1163 +frame:3.00e+05 wall_t:258 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.364 +2026-01-07 10:28:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.013 fps:1165 +frame:3.10e+05 wall_t:266 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.379 +2026-01-07 10:28:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01262 fps:1172 +frame:3.20e+05 wall_t:273 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.386 +2026-01-07 10:28:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.01221 fps:1174 +frame:3.30e+05 wall_t:281 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.426 +2026-01-07 10:29:00 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.99 total_reward_ma:-10.00 loss:-0.01156 fps:1176 +frame:3.40e+05 wall_t:289 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.398 +2026-01-07 10:29:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-10.00 loss:-0.0118 fps:1186 +frame:3.50e+05 wall_t:295 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.4 +2026-01-07 10:29:14 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-10.00 loss:-0.01119 fps:1188 +frame:3.60e+05 wall_t:303 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.367 +2026-01-07 10:29:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-10.00 loss:-0.01004 fps:1190 +frame:3.70e+05 wall_t:311 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.386 +2026-01-07 10:29:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-10.00 loss:-0.01129 fps:1195 +frame:3.80e+05 wall_t:318 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.396 +2026-01-07 10:29:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.97 total_reward_ma:-10.00 loss:-0.01148 fps:1196 +frame:3.90e+05 wall_t:326 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.405 +2026-01-07 10:29:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.99 loss:-0.01218 fps:1201 +frame:4.00e+05 wall_t:333 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.428 +2026-01-07 10:29:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.99 loss:-0.01022 fps:1202 +frame:4.10e+05 wall_t:341 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.405 +2026-01-07 10:30:00 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.99 loss:-0.01408 fps:1203 +frame:4.20e+05 wall_t:349 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.408 +2026-01-07 10:30:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.99 loss:-0.01044 fps:1211 +frame:4.30e+05 wall_t:355 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.399 +2026-01-07 10:30:14 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.99 loss:-0.01415 fps:1212 +frame:4.40e+05 wall_t:363 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.403 +2026-01-07 10:30:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.99 loss:-0.01333 fps:1213 +frame:4.50e+05 wall_t:371 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.391 +2026-01-07 10:30:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.98 loss:-0.01287 fps:1211 +frame:4.60e+05 wall_t:380 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.407 +2026-01-07 10:30:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.98 loss:-0.01316 fps:1208 +frame:4.70e+05 wall_t:389 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.434 +2026-01-07 10:30:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.98 loss:-0.01042 fps:1209 +frame:4.80e+05 wall_t:397 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.41 +2026-01-07 10:30:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.98 loss:-0.01235 fps:1213 +frame:4.90e+05 wall_t:404 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.41 +2026-01-07 10:31:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.98 loss:-0.01124 fps:1214 +frame:5.00e+05 wall_t:412 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.401 +2026-01-07 10:31:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.98 loss:-0.01134 fps:1217 +frame:5.10e+05 wall_t:419 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.431 +2026-01-07 10:31:16 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.01284 fps:1224 +frame:5.20e+05 wall_t:425 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.416 +2026-01-07 10:31:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-0.01072 fps:1227 +frame:5.30e+05 wall_t:432 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.365 +2026-01-07 10:31:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.90 total_reward_ma:-9.97 loss:-0.01365 fps:1230 +frame:5.40e+05 wall_t:439 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.398 +2026-01-07 10:31:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.01094 fps:1236 +frame:5.50e+05 wall_t:445 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.392 +2026-01-07 10:31:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.0134 fps:1239 +frame:5.60e+05 wall_t:452 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.39 +2026-01-07 10:31:50 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01184 fps:1242 +frame:5.70e+05 wall_t:459 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.379 +2026-01-07 10:31:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01389 fps:1239 +frame:5.80e+05 wall_t:468 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.388 +2026-01-07 10:32:06 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.009956 fps:1242 +frame:5.90e+05 wall_t:475 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.356 +2026-01-07 10:32:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01344 fps:1245 +frame:6.00e+05 wall_t:482 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.341 +2026-01-07 10:32:20 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.97 loss:-0.009075 fps:1247 +frame:6.10e+05 wall_t:489 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.368 +2026-01-07 10:32:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01025 fps:1253 +frame:6.20e+05 wall_t:495 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.313 +2026-01-07 10:32:33 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.97 loss:-0.01095 fps:1255 +frame:6.30e+05 wall_t:502 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.381 +2026-01-07 10:32:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01266 fps:1260 +frame:6.40e+05 wall_t:508 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.358 +2026-01-07 10:32:46 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.01132 fps:1262 +frame:6.50e+05 wall_t:515 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.373 +2026-01-07 10:32:53 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01139 fps:1264 +frame:6.60e+05 wall_t:522 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.313 +2026-01-07 10:32:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01118 fps:1269 +frame:6.70e+05 wall_t:528 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.356 +2026-01-07 10:33:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01487 fps:1273 +frame:6.80e+05 wall_t:534 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.35 +2026-01-07 10:33:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.0143 fps:1278 +frame:6.90e+05 wall_t:540 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.361 +2026-01-07 10:33:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01456 fps:1282 +frame:7.00e+05 wall_t:546 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.32 +2026-01-07 10:33:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01227 fps:1286 +frame:7.10e+05 wall_t:552 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.329 +2026-01-07 10:33:29 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01225 fps:1290 +frame:7.20e+05 wall_t:558 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.319 +2026-01-07 10:33:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.0112 fps:1294 +frame:7.30e+05 wall_t:564 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.319 +2026-01-07 10:33:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01163 fps:1298 +frame:7.40e+05 wall_t:570 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.314 +2026-01-07 10:33:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.96 total_reward_ma:-9.96 loss:-0.01282 fps:1298 +frame:7.50e+05 wall_t:578 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.269 +2026-01-07 10:33:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01139 fps:1299 +frame:7.60e+05 wall_t:585 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.333 +2026-01-07 10:34:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.01097 fps:1301 +frame:7.70e+05 wall_t:592 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.262 +2026-01-07 10:34:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.009449 fps:1300 +frame:7.80e+05 wall_t:600 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.235 +2026-01-07 10:34:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.012 fps:1299 +frame:7.90e+05 wall_t:608 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.248 +2026-01-07 10:34:28 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01305 fps:1299 +frame:8.00e+05 wall_t:616 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.295 +2026-01-07 10:34:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.01111 fps:1298 +frame:8.10e+05 wall_t:624 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.281 +2026-01-07 10:34:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01218 fps:1297 +frame:8.20e+05 wall_t:632 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.322 +2026-01-07 10:34:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.94 total_reward_ma:-9.96 loss:-0.0138 fps:1297 +frame:8.30e+05 wall_t:640 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.36 +2026-01-07 10:34:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.01151 fps:1296 +frame:8.40e+05 wall_t:648 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.343 +2026-01-07 10:35:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.93 total_reward_ma:-9.96 loss:-0.01273 fps:1296 +frame:8.50e+05 wall_t:656 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.316 +2026-01-07 10:35:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.92 total_reward_ma:-9.96 loss:-0.01128 fps:1295 +frame:8.60e+05 wall_t:664 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.33 +2026-01-07 10:35:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-0.0103 fps:1297 +frame:8.70e+05 wall_t:671 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.3 +2026-01-07 10:35:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-0.0113 fps:1296 +frame:8.80e+05 wall_t:679 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.284 +2026-01-07 10:35:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-0.009619 fps:1295 +frame:8.90e+05 wall_t:687 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.301 +2026-01-07 10:35:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-0.01171 fps:1297 +frame:9.00e+05 wall_t:694 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.309 +2026-01-07 10:35:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.88 total_reward_ma:-9.96 loss:-0.01105 fps:1298 +frame:9.10e+05 wall_t:701 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.328 +2026-01-07 10:36:00 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.86 total_reward_ma:-9.96 loss:-0.01104 fps:1298 +frame:9.20e+05 wall_t:709 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.322 +2026-01-07 10:36:09 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-0.009879 fps:1295 +frame:9.30e+05 wall_t:718 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.304 +2026-01-07 10:36:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-0.01119 fps:1297 +frame:9.40e+05 wall_t:725 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.352 +2026-01-07 10:36:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.86 total_reward_ma:-9.95 loss:-0.009417 fps:1296 +frame:9.50e+05 wall_t:733 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.296 +2026-01-07 10:36:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.86 total_reward_ma:-9.95 loss:-0.009639 fps:1296 +frame:9.60e+05 wall_t:741 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.301 +2026-01-07 10:36:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-0.0126 fps:1295 +frame:9.70e+05 wall_t:749 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.326 +2026-01-07 10:36:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.83 total_reward_ma:-9.95 loss:-0.01399 fps:1295 +frame:9.80e+05 wall_t:757 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.315 +2026-01-07 10:36:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.83 total_reward_ma:-9.95 loss:-0.0135 fps:1294 +frame:9.90e+05 wall_t:765 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.329 +2026-01-07 10:37:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.82 total_reward_ma:-9.95 loss:-0.01049 fps:1295 +frame:1.00e+06 wall_t:772 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.353 +2026-01-07 10:37:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.84 total_reward_ma:-9.95 loss:-0.0116 fps:1297 +frame:1.01e+06 wall_t:779 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.336 +2026-01-07 10:37:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.83 total_reward_ma:-9.94 loss:-0.01304 fps:1296 +frame:1.02e+06 wall_t:787 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.37 +2026-01-07 10:37:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.82 total_reward_ma:-9.94 loss:-0.01067 fps:1297 +frame:1.03e+06 wall_t:794 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.338 +2026-01-07 10:37:33 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.81 total_reward_ma:-9.94 loss:-0.01362 fps:1297 +frame:1.04e+06 wall_t:802 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.388 +2026-01-07 10:37:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.82 total_reward_ma:-9.94 loss:-0.01326 fps:1298 +frame:1.05e+06 wall_t:809 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.398 +2026-01-07 10:37:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.81 total_reward_ma:-9.94 loss:-0.01343 fps:1297 +frame:1.06e+06 wall_t:817 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.35 +2026-01-07 10:37:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.79 total_reward_ma:-9.93 loss:-0.01115 fps:1297 +frame:1.07e+06 wall_t:825 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.302 +2026-01-07 10:38:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-9.93 loss:-0.01262 fps:1298 +frame:1.08e+06 wall_t:832 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.385 +2026-01-07 10:38:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-9.93 loss:-0.01112 fps:1298 +frame:1.09e+06 wall_t:840 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.354 +2026-01-07 10:38:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.81 total_reward_ma:-9.93 loss:-0.01306 fps:1297 +frame:1.10e+06 wall_t:848 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.326 +2026-01-07 10:38:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.81 total_reward_ma:-9.93 loss:-0.01246 fps:1298 +frame:1.11e+06 wall_t:855 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.353 +2026-01-07 10:38:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.81 total_reward_ma:-9.92 loss:-0.0125 fps:1298 +frame:1.12e+06 wall_t:863 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.315 +2026-01-07 10:38:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.82 total_reward_ma:-9.92 loss:-0.01357 fps:1296 +frame:1.13e+06 wall_t:872 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.344 +2026-01-07 10:38:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.82 total_reward_ma:-9.92 loss:-0.01116 fps:1295 +frame:1.14e+06 wall_t:880 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.327 +2026-01-07 10:38:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.81 total_reward_ma:-9.92 loss:-0.01372 fps:1295 +frame:1.15e+06 wall_t:888 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.344 +2026-01-07 10:39:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.84 total_reward_ma:-9.92 loss:-0.01233 fps:1295 +frame:1.16e+06 wall_t:896 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.325 +2026-01-07 10:39:16 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.83 total_reward_ma:-9.92 loss:-0.01482 fps:1293 +frame:1.17e+06 wall_t:905 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.372 +2026-01-07 10:39:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.81 total_reward_ma:-9.91 loss:-0.01203 fps:1292 +frame:1.18e+06 wall_t:913 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.341 +2026-01-07 10:39:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-9.91 loss:-0.007867 fps:1293 +frame:1.19e+06 wall_t:920 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.339 +2026-01-07 10:39:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.79 total_reward_ma:-9.91 loss:-0.01369 fps:1294 +frame:1.20e+06 wall_t:927 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.321 +2026-01-07 10:39:46 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-9.91 loss:-0.01427 fps:1294 +frame:1.21e+06 wall_t:935 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.26 +2026-01-07 10:39:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-9.91 loss:-0.01018 fps:1292 +frame:1.22e+06 wall_t:944 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.288 +2026-01-07 10:40:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.79 total_reward_ma:-9.90 loss:-0.01266 fps:1293 +frame:1.23e+06 wall_t:951 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.26 +2026-01-07 10:40:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.78 total_reward_ma:-9.90 loss:-0.0119 fps:1293 +frame:1.24e+06 wall_t:959 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.217 +2026-01-07 10:40:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.79 total_reward_ma:-9.90 loss:-0.01172 fps:1291 +frame:1.25e+06 wall_t:968 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.223 +2026-01-07 10:40:27 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.79 total_reward_ma:-9.90 loss:-0.01046 fps:1291 +frame:1.26e+06 wall_t:976 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.292 +2026-01-07 10:40:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.79 total_reward_ma:-9.90 loss:-0.01445 fps:1291 +frame:1.27e+06 wall_t:984 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.319 +2026-01-07 10:40:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.76 total_reward_ma:-9.89 loss:-0.01019 fps:1292 +frame:1.28e+06 wall_t:991 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.323 +2026-01-07 10:40:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.76 total_reward_ma:-9.89 loss:-0.01288 fps:1293 +frame:1.29e+06 wall_t:998 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.29 +2026-01-07 10:40:57 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.74 total_reward_ma:-9.89 loss:-0.01174 fps:1292 +frame:1.30e+06 wall_t:1006 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.335 +2026-01-07 10:41:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.72 total_reward_ma:-9.88 loss:-0.01398 fps:1292 +frame:1.31e+06 wall_t:1014 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.293 +2026-01-07 10:41:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.72 total_reward_ma:-9.88 loss:-0.008739 fps:1293 +frame:1.32e+06 wall_t:1021 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.263 +2026-01-07 10:41:20 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.88 loss:-0.008101 fps:1293 +frame:1.33e+06 wall_t:1029 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.228 +2026-01-07 10:41:27 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.88 loss:-0.01198 fps:1293 +frame:1.34e+06 wall_t:1036 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.314 +2026-01-07 10:41:33 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.68 total_reward_ma:-9.87 loss:-0.0111 fps:1296 +frame:1.35e+06 wall_t:1042 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.252 +2026-01-07 10:41:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.87 loss:-0.01231 fps:1298 +frame:1.36e+06 wall_t:1048 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.23 +2026-01-07 10:41:46 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.87 loss:-0.008233 fps:1299 +frame:1.37e+06 wall_t:1055 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.293 +2026-01-07 10:41:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.68 total_reward_ma:-9.86 loss:-0.01213 fps:1301 +frame:1.38e+06 wall_t:1061 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.325 +2026-01-07 10:41:58 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.67 total_reward_ma:-9.86 loss:-0.01216 fps:1303 +frame:1.39e+06 wall_t:1067 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.281 +2026-01-07 10:42:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.67 total_reward_ma:-9.86 loss:-0.01338 fps:1305 +frame:1.40e+06 wall_t:1073 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.29 +2026-01-07 10:42:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.86 loss:-0.01196 fps:1303 +frame:1.41e+06 wall_t:1082 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.284 +2026-01-07 10:42:21 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-0.01302 fps:1303 +frame:1.42e+06 wall_t:1090 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.306 +2026-01-07 10:42:29 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.85 loss:-0.01075 fps:1304 +frame:1.43e+06 wall_t:1097 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.28 +2026-01-07 10:42:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-0.01134 fps:1302 +frame:1.44e+06 wall_t:1106 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.272 +2026-01-07 10:42:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-0.01282 fps:1302 +frame:1.45e+06 wall_t:1114 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.272 +2026-01-07 10:42:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.85 loss:-0.01221 fps:1302 +frame:1.46e+06 wall_t:1121 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.326 +2026-01-07 10:42:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.84 loss:-0.01177 fps:1303 +frame:1.47e+06 wall_t:1128 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.307 +2026-01-07 10:43:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.84 loss:-0.01146 fps:1302 +frame:1.48e+06 wall_t:1137 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.328 +2026-01-07 10:43:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.84 loss:-0.01155 fps:1300 +frame:1.49e+06 wall_t:1146 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.334 +2026-01-07 10:43:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.72 total_reward_ma:-9.84 loss:-0.0119 fps:1299 +frame:1.50e+06 wall_t:1155 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.278 +2026-01-07 10:43:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.72 total_reward_ma:-9.84 loss:-0.01238 fps:1298 +frame:1.51e+06 wall_t:1163 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.341 +2026-01-07 10:43:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.73 total_reward_ma:-9.83 loss:-0.009673 fps:1299 +frame:1.52e+06 wall_t:1170 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.347 +2026-01-07 10:43:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.74 total_reward_ma:-9.83 loss:-0.01213 fps:1299 +frame:1.53e+06 wall_t:1178 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.287 +2026-01-07 10:43:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.76 total_reward_ma:-9.83 loss:-0.01468 fps:1300 +frame:1.54e+06 wall_t:1185 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.345 +2026-01-07 10:44:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.78 total_reward_ma:-9.83 loss:-0.01245 fps:1300 +frame:1.55e+06 wall_t:1192 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.313 +2026-01-07 10:44:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.75 total_reward_ma:-9.83 loss:-0.011 fps:1300 +frame:1.56e+06 wall_t:1200 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.271 +2026-01-07 10:44:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.77 total_reward_ma:-9.83 loss:-0.01243 fps:1301 +frame:1.57e+06 wall_t:1207 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.266 +2026-01-07 10:44:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.76 total_reward_ma:-9.83 loss:-0.01172 fps:1300 +frame:1.58e+06 wall_t:1215 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.223 +2026-01-07 10:44:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.77 total_reward_ma:-9.82 loss:-0.01177 fps:1300 +frame:1.59e+06 wall_t:1223 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.288 +2026-01-07 10:44:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.72 total_reward_ma:-9.82 loss:-0.01542 fps:1300 +frame:1.60e+06 wall_t:1231 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.321 +2026-01-07 10:44:50 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.82 loss:-0.01241 fps:1300 +frame:1.61e+06 wall_t:1238 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.279 +2026-01-07 10:44:58 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.82 loss:-0.01027 fps:1300 +frame:1.62e+06 wall_t:1246 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.188 +2026-01-07 10:45:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.81 loss:-0.009719 fps:1300 +frame:1.63e+06 wall_t:1254 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.171 +2026-01-07 10:45:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.73 total_reward_ma:-9.81 loss:-0.009368 fps:1301 +frame:1.64e+06 wall_t:1261 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.154 +2026-01-07 10:45:21 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.01238 fps:1299 +frame:1.65e+06 wall_t:1270 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.176 +2026-01-07 10:45:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.74 total_reward_ma:-9.81 loss:-0.01156 fps:1299 +frame:1.66e+06 wall_t:1278 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.27 +2026-01-07 10:45:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.75 total_reward_ma:-9.81 loss:-0.01097 fps:1299 +frame:1.67e+06 wall_t:1286 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.224 +2026-01-07 10:45:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.76 total_reward_ma:-9.80 loss:-0.01101 fps:1298 +frame:1.68e+06 wall_t:1294 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.229 +2026-01-07 10:45:54 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.76 total_reward_ma:-9.80 loss:-0.01448 fps:1297 +frame:1.69e+06 wall_t:1303 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.264 +2026-01-07 10:46:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.74 total_reward_ma:-9.80 loss:-0.01021 fps:1297 +frame:1.70e+06 wall_t:1311 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.263 +2026-01-07 10:46:09 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.74 total_reward_ma:-9.80 loss:-0.01404 fps:1297 +frame:1.71e+06 wall_t:1318 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.278 +2026-01-07 10:46:16 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.80 loss:-0.01102 fps:1298 +frame:1.72e+06 wall_t:1325 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.251 +2026-01-07 10:46:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.79 loss:-0.01397 fps:1298 +frame:1.73e+06 wall_t:1333 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.27 +2026-01-07 10:46:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.79 loss:-0.009917 fps:1299 +frame:1.74e+06 wall_t:1340 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.2 +2026-01-07 10:46:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.79 loss:-0.01095 fps:1297 +frame:1.75e+06 wall_t:1349 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.264 +2026-01-07 10:46:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.79 loss:-0.009199 fps:1298 +frame:1.76e+06 wall_t:1356 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.287 +2026-01-07 10:46:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.67 total_reward_ma:-9.78 loss:-0.01191 fps:1298 +frame:1.77e+06 wall_t:1364 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.19 +2026-01-07 10:47:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.78 loss:-0.0115 fps:1298 +frame:1.78e+06 wall_t:1371 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.197 +2026-01-07 10:47:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.70 total_reward_ma:-9.78 loss:-0.0127 fps:1298 +frame:1.79e+06 wall_t:1379 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.175 +2026-01-07 10:47:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.68 total_reward_ma:-9.78 loss:-0.01348 fps:1299 +frame:1.80e+06 wall_t:1386 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.162 +2026-01-07 10:47:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.66 total_reward_ma:-9.77 loss:-0.007775 fps:1297 +frame:1.81e+06 wall_t:1395 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.159 +2026-01-07 10:47:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.66 total_reward_ma:-9.77 loss:-0.01004 fps:1297 +frame:1.82e+06 wall_t:1403 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.147 +2026-01-07 10:47:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.67 total_reward_ma:-9.77 loss:-0.01259 fps:1297 +frame:1.83e+06 wall_t:1411 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.181 +2026-01-07 10:47:50 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.64 total_reward_ma:-9.76 loss:-0.009513 fps:1297 +frame:1.84e+06 wall_t:1419 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.108 +2026-01-07 10:47:57 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.63 total_reward_ma:-9.76 loss:-0.01038 fps:1297 +frame:1.85e+06 wall_t:1426 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.304 +2026-01-07 10:48:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.61 total_reward_ma:-9.76 loss:-0.01187 fps:1297 +frame:1.86e+06 wall_t:1434 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.157 +2026-01-07 10:48:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.56 total_reward_ma:-9.75 loss:-0.01096 fps:1297 +frame:1.87e+06 wall_t:1442 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.167 +2026-01-07 10:48:20 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.56 total_reward_ma:-9.75 loss:-0.00823 fps:1297 +frame:1.88e+06 wall_t:1449 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.185 +2026-01-07 10:48:29 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.59 total_reward_ma:-9.75 loss:-0.01323 fps:1296 +frame:1.89e+06 wall_t:1458 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.252 +2026-01-07 10:48:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.62 total_reward_ma:-9.75 loss:-0.01104 fps:1296 +frame:1.90e+06 wall_t:1466 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.25 +2026-01-07 10:48:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.63 total_reward_ma:-9.74 loss:-0.01005 fps:1296 +frame:1.91e+06 wall_t:1474 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.129 +2026-01-07 10:48:54 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.64 total_reward_ma:-9.74 loss:-0.0109 fps:1295 +frame:1.92e+06 wall_t:1483 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.158 +2026-01-07 10:49:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.66 total_reward_ma:-9.74 loss:-0.01153 fps:1295 +frame:1.93e+06 wall_t:1490 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.217 +2026-01-07 10:49:09 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.65 total_reward_ma:-9.74 loss:-0.0131 fps:1295 +frame:1.94e+06 wall_t:1498 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.179 +2026-01-07 10:49:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.64 total_reward_ma:-9.73 loss:-0.008023 fps:1295 +frame:1.95e+06 wall_t:1506 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.066 +2026-01-07 10:49:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.67 total_reward_ma:-9.73 loss:-0.01362 fps:1295 +frame:1.96e+06 wall_t:1513 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.195 +2026-01-07 10:49:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.68 total_reward_ma:-9.73 loss:-0.008623 fps:1295 +frame:1.97e+06 wall_t:1521 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.069 +2026-01-07 10:49:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.68 total_reward_ma:-9.73 loss:-0.01044 fps:1295 +frame:1.98e+06 wall_t:1529 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.214 +2026-01-07 10:49:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.73 loss:-0.01649 fps:1294 +frame:1.99e+06 wall_t:1538 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.326 +2026-01-07 10:49:57 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.73 loss:-0.01103 fps:1294 +frame:2.00e+06 wall_t:1546 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.175 +2026-01-07 10:50:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.74 total_reward_ma:-9.73 loss:-0.01309 fps:1293 +frame:2.01e+06 wall_t:1554 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.261 +2026-01-07 10:50:13 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.75 total_reward_ma:-9.73 loss:-0.01328 fps:1293 +frame:2.02e+06 wall_t:1562 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.188 +2026-01-07 10:50:20 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.76 total_reward_ma:-9.72 loss:-0.01404 fps:1294 +frame:2.03e+06 wall_t:1569 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.267 +2026-01-07 10:50:28 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.78 total_reward_ma:-9.72 loss:-0.01005 fps:1294 +frame:2.04e+06 wall_t:1577 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.244 +2026-01-07 10:50:35 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.77 total_reward_ma:-9.72 loss:-0.01316 fps:1294 +frame:2.05e+06 wall_t:1584 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.287 +2026-01-07 10:50:42 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.79 total_reward_ma:-9.72 loss:-0.01232 fps:1295 +frame:2.06e+06 wall_t:1591 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.256 +2026-01-07 10:50:50 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.82 total_reward_ma:-9.72 loss:-0.01097 fps:1295 +frame:2.07e+06 wall_t:1598 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.261 +2026-01-07 10:50:58 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-9.72 loss:-0.007747 fps:1294 +frame:2.08e+06 wall_t:1607 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.16 +2026-01-07 10:51:05 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.80 total_reward_ma:-9.72 loss:-0.01238 fps:1295 +frame:2.09e+06 wall_t:1614 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.248 +2026-01-07 10:51:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.73 total_reward_ma:-9.72 loss:-0.01313 fps:1296 +frame:2.10e+06 wall_t:1620 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.256 +2026-01-07 10:51:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.72 loss:-0.01024 fps:1297 +frame:2.11e+06 wall_t:1627 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.114 +2026-01-07 10:51:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.71 total_reward_ma:-9.72 loss:-0.01146 fps:1297 +frame:2.12e+06 wall_t:1634 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.218 +2026-01-07 10:51:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.72 loss:-0.01199 fps:1298 +frame:2.13e+06 wall_t:1641 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.137 +2026-01-07 10:51:37 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.72 loss:-0.00768 fps:1300 +frame:2.14e+06 wall_t:1646 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.187 +2026-01-07 10:51:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.69 total_reward_ma:-9.72 loss:-0.01196 fps:1301 +frame:2.15e+06 wall_t:1653 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.204 +2026-01-07 10:51:52 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.66 total_reward_ma:-9.72 loss:-0.01124 fps:1300 +frame:2.16e+06 wall_t:1661 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.169 +2026-01-07 10:52:00 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.63 total_reward_ma:-9.71 loss:-0.0127 fps:1300 +frame:2.17e+06 wall_t:1669 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.153 +2026-01-07 10:52:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.62 total_reward_ma:-9.71 loss:-0.01324 fps:1300 +frame:2.18e+06 wall_t:1677 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.188 +2026-01-07 10:52:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.59 total_reward_ma:-9.71 loss:-0.01374 fps:1299 +frame:2.19e+06 wall_t:1686 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.186 +2026-01-07 10:52:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.59 total_reward_ma:-9.71 loss:-0.009256 fps:1299 +frame:2.20e+06 wall_t:1694 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.13 +2026-01-07 10:52:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.59 total_reward_ma:-9.71 loss:-0.01125 fps:1299 +frame:2.21e+06 wall_t:1701 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.139 +2026-01-07 10:52:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.56 total_reward_ma:-9.70 loss:-0.0138 fps:1300 +frame:2.22e+06 wall_t:1708 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.158 +2026-01-07 10:52:47 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.55 total_reward_ma:-9.70 loss:-0.0145 fps:1300 +frame:2.23e+06 wall_t:1716 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.224 +2026-01-07 10:52:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.53 total_reward_ma:-9.70 loss:-0.01226 fps:1299 +frame:2.24e+06 wall_t:1725 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.203 +2026-01-07 10:53:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.52 total_reward_ma:-9.70 loss:-0.01233 fps:1298 +frame:2.25e+06 wall_t:1733 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.275 +2026-01-07 10:53:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.53 total_reward_ma:-9.69 loss:-0.01385 fps:1300 +frame:2.26e+06 wall_t:1739 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.281 +2026-01-07 10:53:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.53 total_reward_ma:-9.69 loss:-0.01417 fps:1300 +frame:2.27e+06 wall_t:1746 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.291 +2026-01-07 10:53:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.52 total_reward_ma:-9.69 loss:-0.009428 fps:1301 +frame:2.28e+06 wall_t:1752 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.234 +2026-01-07 10:53:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.54 total_reward_ma:-9.69 loss:-0.01399 fps:1301 +frame:2.29e+06 wall_t:1760 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.238 +2026-01-07 10:53:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.49 total_reward_ma:-9.68 loss:-0.0139 fps:1302 +frame:2.30e+06 wall_t:1767 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.223 +2026-01-07 10:53:44 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.50 total_reward_ma:-9.68 loss:-0.01069 fps:1303 +frame:2.31e+06 wall_t:1773 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.225 +2026-01-07 10:53:50 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.55 total_reward_ma:-9.68 loss:-0.01381 fps:1304 +frame:2.32e+06 wall_t:1779 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.243 +2026-01-07 10:53:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.54 total_reward_ma:-9.68 loss:-0.01368 fps:1305 +frame:2.33e+06 wall_t:1785 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.253 +2026-01-07 10:54:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.51 total_reward_ma:-9.68 loss:-0.01279 fps:1305 +frame:2.34e+06 wall_t:1793 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.248 +2026-01-07 10:54:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.53 total_reward_ma:-9.67 loss:-0.01081 fps:1306 +frame:2.35e+06 wall_t:1799 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.237 +2026-01-07 10:54:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.56 total_reward_ma:-9.67 loss:-0.01458 fps:1306 +frame:2.36e+06 wall_t:1807 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.249 +2026-01-07 10:54:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.53 total_reward_ma:-9.67 loss:-0.01104 fps:1307 +frame:2.37e+06 wall_t:1813 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.229 +2026-01-07 10:54:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.53 total_reward_ma:-9.67 loss:-0.01216 fps:1308 +frame:2.38e+06 wall_t:1819 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.309 +2026-01-07 10:54:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.57 total_reward_ma:-9.67 loss:-0.013 fps:1310 +frame:2.39e+06 wall_t:1825 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.287 +2026-01-07 10:54:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.58 total_reward_ma:-9.67 loss:-0.01456 fps:1310 +frame:2.40e+06 wall_t:1832 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.253 +2026-01-07 10:54:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.55 total_reward_ma:-9.67 loss:-0.01357 fps:1310 +frame:2.41e+06 wall_t:1839 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.263 +2026-01-07 10:54:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.61 total_reward_ma:-9.67 loss:-0.01133 fps:1310 +frame:2.42e+06 wall_t:1848 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.324 +2026-01-07 10:55:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.60 total_reward_ma:-9.66 loss:-0.01322 fps:1309 +frame:2.43e+06 wall_t:1856 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.275 +2026-01-07 10:55:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.59 total_reward_ma:-9.66 loss:-0.01479 fps:1309 +frame:2.44e+06 wall_t:1864 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.308 +2026-01-07 10:55:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.61 total_reward_ma:-9.66 loss:-0.007739 fps:1309 +frame:2.45e+06 wall_t:1871 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.307 +2026-01-07 10:55:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.57 total_reward_ma:-9.66 loss:-0.01654 fps:1309 +frame:2.46e+06 wall_t:1879 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.288 +2026-01-07 10:55:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.58 total_reward_ma:-9.66 loss:-0.01189 fps:1309 +frame:2.47e+06 wall_t:1887 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.281 +2026-01-07 10:55:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.55 total_reward_ma:-9.66 loss:-0.01396 fps:1309 +frame:2.48e+06 wall_t:1894 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.281 +2026-01-07 10:55:53 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.54 total_reward_ma:-9.66 loss:-0.01106 fps:1309 +frame:2.49e+06 wall_t:1902 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.293 +2026-01-07 10:56:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.53 total_reward_ma:-9.65 loss:-0.01219 fps:1310 +frame:2.50e+06 wall_t:1909 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.263 +2026-01-07 10:56:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.55 total_reward_ma:-9.65 loss:-0.01109 fps:1309 +frame:2.51e+06 wall_t:1917 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.255 +2026-01-07 10:56:16 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.55 total_reward_ma:-9.65 loss:-0.01343 fps:1309 +frame:2.52e+06 wall_t:1925 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.206 +2026-01-07 10:56:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.48 total_reward_ma:-9.65 loss:-0.01316 fps:1309 +frame:2.53e+06 wall_t:1933 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.293 +2026-01-07 10:56:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.46 total_reward_ma:-9.65 loss:-0.01457 fps:1309 +frame:2.54e+06 wall_t:1940 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.175 +2026-01-07 10:56:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.49 total_reward_ma:-9.64 loss:-0.01197 fps:1309 +frame:2.55e+06 wall_t:1948 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.211 +2026-01-07 10:56:47 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.48 total_reward_ma:-9.64 loss:-0.0141 fps:1309 +frame:2.56e+06 wall_t:1956 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.229 +2026-01-07 10:56:54 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.47 total_reward_ma:-9.64 loss:-0.01425 fps:1309 +frame:2.57e+06 wall_t:1963 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.236 +2026-01-07 10:57:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.48 total_reward_ma:-9.63 loss:-0.01191 fps:1309 +frame:2.58e+06 wall_t:1971 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.279 +2026-01-07 10:57:09 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.50 total_reward_ma:-9.63 loss:-0.01235 fps:1309 +frame:2.59e+06 wall_t:1978 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.216 +2026-01-07 10:57:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.47 total_reward_ma:-9.63 loss:-0.01225 fps:1309 +frame:2.60e+06 wall_t:1986 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.245 +2026-01-07 10:57:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.45 total_reward_ma:-9.63 loss:-0.01539 fps:1310 +frame:2.61e+06 wall_t:1993 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.268 +2026-01-07 10:57:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.44 total_reward_ma:-9.62 loss:-0.01031 fps:1309 +frame:2.62e+06 wall_t:2001 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.211 +2026-01-07 10:57:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.42 total_reward_ma:-9.62 loss:-0.01371 fps:1310 +frame:2.63e+06 wall_t:2008 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.258 +2026-01-07 10:57:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.42 total_reward_ma:-9.62 loss:-0.008963 fps:1309 +frame:2.64e+06 wall_t:2017 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.259 +2026-01-07 10:57:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.41 total_reward_ma:-9.61 loss:-0.01101 fps:1309 +frame:2.65e+06 wall_t:2025 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.259 +2026-01-07 10:58:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.42 total_reward_ma:-9.61 loss:-0.01069 fps:1308 +frame:2.66e+06 wall_t:2033 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.254 +2026-01-07 10:58:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-9.61 loss:-0.01003 fps:1309 +frame:2.67e+06 wall_t:2040 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.216 +2026-01-07 10:58:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.44 total_reward_ma:-9.61 loss:-0.01156 fps:1309 +frame:2.68e+06 wall_t:2048 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.243 +2026-01-07 10:58:26 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-9.60 loss:-0.01296 fps:1309 +frame:2.69e+06 wall_t:2055 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.239 +2026-01-07 10:58:34 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-9.60 loss:-0.01461 fps:1309 +frame:2.70e+06 wall_t:2063 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.204 +2026-01-07 10:58:41 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-9.60 loss:-0.01363 fps:1309 +frame:2.71e+06 wall_t:2070 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.263 +2026-01-07 10:58:49 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-9.59 loss:-0.01289 fps:1309 +frame:2.72e+06 wall_t:2078 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.163 +2026-01-07 10:58:57 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.44 total_reward_ma:-9.59 loss:-0.01226 fps:1309 +frame:2.73e+06 wall_t:2086 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.193 +2026-01-07 10:59:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.47 total_reward_ma:-9.59 loss:-0.01056 fps:1309 +frame:2.74e+06 wall_t:2093 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.225 +2026-01-07 10:59:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.47 total_reward_ma:-9.59 loss:-0.01237 fps:1310 +frame:2.75e+06 wall_t:2100 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.242 +2026-01-07 10:59:19 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.48 total_reward_ma:-9.58 loss:-0.01506 fps:1309 +frame:2.76e+06 wall_t:2108 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.249 +2026-01-07 10:59:28 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.46 total_reward_ma:-9.58 loss:-0.01134 fps:1308 +frame:2.77e+06 wall_t:2117 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.201 +2026-01-07 10:59:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.46 total_reward_ma:-9.58 loss:-0.01222 fps:1309 +frame:2.78e+06 wall_t:2124 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.16 +2026-01-07 10:59:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.45 total_reward_ma:-9.58 loss:-0.009643 fps:1309 +frame:2.79e+06 wall_t:2132 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.188 +2026-01-07 10:59:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.44 total_reward_ma:-9.57 loss:-0.01321 fps:1308 +frame:2.80e+06 wall_t:2140 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.249 +2026-01-07 10:59:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.42 total_reward_ma:-9.57 loss:-0.01523 fps:1308 +frame:2.81e+06 wall_t:2148 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.187 +2026-01-07 11:00:06 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.39 total_reward_ma:-9.57 loss:-0.01374 fps:1309 +frame:2.82e+06 wall_t:2155 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.231 +2026-01-07 11:00:14 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.42 total_reward_ma:-9.57 loss:-0.01145 fps:1308 +frame:2.83e+06 wall_t:2163 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.236 +2026-01-07 11:00:22 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-9.56 loss:-0.01211 fps:1308 +frame:2.84e+06 wall_t:2171 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.266 +2026-01-07 11:00:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.42 total_reward_ma:-9.56 loss:-0.01401 fps:1308 +frame:2.85e+06 wall_t:2179 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.254 +2026-01-07 11:00:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.43 total_reward_ma:-9.56 loss:-0.01236 fps:1308 +frame:2.86e+06 wall_t:2186 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.277 +2026-01-07 11:00:46 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.37 total_reward_ma:-9.56 loss:-0.01097 fps:1308 +frame:2.87e+06 wall_t:2195 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.211 +2026-01-07 11:00:53 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.36 total_reward_ma:-9.56 loss:-0.01155 fps:1308 +frame:2.88e+06 wall_t:2202 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.186 +2026-01-07 11:01:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.35 total_reward_ma:-9.55 loss:-0.01189 fps:1308 +frame:2.89e+06 wall_t:2210 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.235 +2026-01-07 11:01:08 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.33 total_reward_ma:-9.55 loss:-0.01242 fps:1308 +frame:2.90e+06 wall_t:2217 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.219 +2026-01-07 11:01:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.30 total_reward_ma:-9.55 loss:-0.01406 fps:1308 +frame:2.91e+06 wall_t:2224 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.215 +2026-01-07 11:01:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.30 total_reward_ma:-9.54 loss:-0.01349 fps:1308 +frame:2.92e+06 wall_t:2232 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.173 +2026-01-07 11:01:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.30 total_reward_ma:-9.54 loss:-0.01366 fps:1309 +frame:2.93e+06 wall_t:2239 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.294 +2026-01-07 11:01:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.32 total_reward_ma:-9.54 loss:-0.01086 fps:1308 +frame:2.94e+06 wall_t:2247 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.109 +2026-01-07 11:01:45 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.31 total_reward_ma:-9.53 loss:-0.01077 fps:1309 +frame:2.95e+06 wall_t:2254 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.152 +2026-01-07 11:01:53 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.31 total_reward_ma:-9.53 loss:-0.01428 fps:1309 +frame:2.96e+06 wall_t:2262 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.179 +2026-01-07 11:02:01 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.34 total_reward_ma:-9.53 loss:-0.009425 fps:1308 +frame:2.97e+06 wall_t:2270 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.169 +2026-01-07 11:02:09 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.31 total_reward_ma:-9.52 loss:-0.01399 fps:1308 +frame:2.98e+06 wall_t:2278 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.11 +2026-01-07 11:02:16 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.28 total_reward_ma:-9.52 loss:-0.01253 fps:1309 +frame:2.99e+06 wall_t:2285 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.214 +2026-01-07 11:02:24 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.27 total_reward_ma:-9.52 loss:-0.0104 fps:1308 +frame:3.00e+06 wall_t:2293 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.201 +2026-01-07 11:02:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.26 total_reward_ma:-9.51 loss:-0.0117 fps:1309 +frame:3.01e+06 wall_t:2300 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.164 +2026-01-07 11:02:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.25 total_reward_ma:-9.51 loss:-0.01074 fps:1308 +frame:3.02e+06 wall_t:2309 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.101 +2026-01-07 11:02:47 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.24 total_reward_ma:-9.50 loss:-0.009538 fps:1308 +frame:3.03e+06 wall_t:2316 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.183 +2026-01-07 11:02:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.26 total_reward_ma:-9.49 loss:-0.01218 fps:1308 +frame:3.04e+06 wall_t:2324 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.188 +2026-01-07 11:03:03 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.23 total_reward_ma:-9.49 loss:-0.01148 fps:1308 +frame:3.05e+06 wall_t:2332 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.104 +2026-01-07 11:03:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.23 total_reward_ma:-9.48 loss:-0.0108 fps:1308 +frame:3.06e+06 wall_t:2339 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.146 +2026-01-07 11:03:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.23 total_reward_ma:-9.48 loss:-0.01121 fps:1308 +frame:3.07e+06 wall_t:2347 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.157 +2026-01-07 11:03:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.25 total_reward_ma:-9.47 loss:-0.01437 fps:1308 +frame:3.08e+06 wall_t:2354 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.228 +2026-01-07 11:03:33 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.28 total_reward_ma:-9.47 loss:-0.009012 fps:1308 +frame:3.09e+06 wall_t:2362 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.098 +2026-01-07 11:03:40 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.26 total_reward_ma:-9.46 loss:-0.01557 fps:1309 +frame:3.10e+06 wall_t:2369 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.214 +2026-01-07 11:03:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.26 total_reward_ma:-9.46 loss:-0.01234 fps:1309 +frame:3.11e+06 wall_t:2376 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.133 +2026-01-07 11:03:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.27 total_reward_ma:-9.45 loss:-0.01361 fps:1308 +frame:3.12e+06 wall_t:2385 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.182 +2026-01-07 11:04:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.21 total_reward_ma:-9.45 loss:-0.01374 fps:1309 +frame:3.13e+06 wall_t:2392 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.17 +2026-01-07 11:04:12 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.23 total_reward_ma:-9.44 loss:-0.01026 fps:1308 +frame:3.14e+06 wall_t:2401 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.202 +2026-01-07 11:04:20 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.24 total_reward_ma:-9.44 loss:-0.0116 fps:1308 +frame:3.15e+06 wall_t:2409 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.255 +2026-01-07 11:04:28 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.19 total_reward_ma:-9.44 loss:-0.01229 fps:1307 +frame:3.16e+06 wall_t:2417 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.147 +2026-01-07 11:04:36 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.22 total_reward_ma:-9.43 loss:-0.01291 fps:1307 +frame:3.17e+06 wall_t:2425 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.243 +2026-01-07 11:04:43 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.20 total_reward_ma:-9.43 loss:-0.01428 fps:1308 +frame:3.18e+06 wall_t:2432 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.266 +2026-01-07 11:04:51 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.20 total_reward_ma:-9.42 loss:-0.01021 fps:1307 +frame:3.19e+06 wall_t:2440 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.246 +2026-01-07 11:04:59 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.17 total_reward_ma:-9.42 loss:-0.01082 fps:1307 +frame:3.20e+06 wall_t:2448 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.187 +2026-01-07 11:05:07 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.15 total_reward_ma:-9.41 loss:-0.01093 fps:1307 +frame:3.21e+06 wall_t:2456 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.14 +2026-01-07 11:05:15 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.18 total_reward_ma:-9.41 loss:-0.01403 fps:1307 +frame:3.22e+06 wall_t:2464 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.176 +2026-01-07 11:05:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.21 total_reward_ma:-9.41 loss:-0.01144 fps:1307 +frame:3.23e+06 wall_t:2472 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.213 +2026-01-07 11:05:31 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.26 total_reward_ma:-9.40 loss:-0.0118 fps:1306 +frame:3.24e+06 wall_t:2480 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.15 +2026-01-07 11:05:38 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.26 total_reward_ma:-9.40 loss:-0.01141 fps:1307 +frame:3.25e+06 wall_t:2487 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.156 +2026-01-07 11:05:47 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.27 total_reward_ma:-9.40 loss:-0.009958 fps:1307 +frame:3.26e+06 wall_t:2495 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.142 +2026-01-07 11:05:55 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.30 total_reward_ma:-9.40 loss:-0.01387 fps:1306 +frame:3.27e+06 wall_t:2504 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.159 +2026-01-07 11:06:02 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.30 total_reward_ma:-9.39 loss:-0.009499 fps:1306 +frame:3.28e+06 wall_t:2511 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.162 +2026-01-07 11:06:10 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.31 total_reward_ma:-9.39 loss:-0.01406 fps:1306 +frame:3.29e+06 wall_t:2519 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.21 +2026-01-07 11:06:18 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.30 total_reward_ma:-9.39 loss:-0.01231 fps:1306 +frame:3.30e+06 wall_t:2527 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.304 +2026-01-07 11:06:25 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.30 total_reward_ma:-9.39 loss:-0.01409 fps:1306 +frame:3.31e+06 wall_t:2534 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.217 +2026-01-07 11:06:32 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.32 total_reward_ma:-9.39 loss:-0.01054 fps:1307 +frame:3.32e+06 wall_t:2541 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.205 +2026-01-07 11:06:39 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.31 total_reward_ma:-9.38 loss:-0.01465 fps:1307 +frame:3.33e+06 wall_t:2548 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.287 +2026-01-07 11:06:48 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.34 total_reward_ma:-9.38 loss:-0.01428 fps:1306 +frame:3.34e+06 wall_t:2557 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.196 +2026-01-07 11:06:56 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.37 total_reward_ma:-9.38 loss:-0.01332 fps:1306 +frame:3.35e+06 wall_t:2565 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.259 +2026-01-07 11:07:04 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.38 total_reward_ma:-9.38 loss:-0.01313 fps:1306 +frame:3.36e+06 wall_t:2572 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.237 +2026-01-07 11:07:11 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.36 total_reward_ma:-9.38 loss:-0.01302 fps:1306 +frame:3.37e+06 wall_t:2580 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.287 +2026-01-07 11:07:17 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.40 total_reward_ma:-9.38 loss:-0.01369 fps:1307 +frame:3.38e+06 wall_t:2586 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.255 +2026-01-07 11:07:23 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.35 total_reward_ma:-9.37 loss:-0.01441 fps:1308 +frame:3.39e+06 wall_t:2592 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.192 +2026-01-07 11:07:30 | INFO | PID:1628 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_surround_t0_s0 [train] +total_reward:-9.35 total_reward_ma:-9.37 loss:-0.0126 fps:1308 +frame:3.40e+06 wall_t:2599 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.201 diff --git a/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s1.log b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..94a00c35acd6ce46b7ce09be440cbc13568e62ee --- /dev/null +++ b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 10:24:08 | INFO | PID:1629 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 10:24:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:nan total_reward_ma:nan loss:0.00173 fps:322.6 +frame:1.00e+04 wall_t:31 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.313 +2026-01-07 10:24:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.002509 fps:512.8 +frame:2.00e+04 wall_t:39 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.313 +2026-01-07 10:24:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:0.0007413 fps:638.3 +frame:3.00e+04 wall_t:47 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.266 +2026-01-07 10:25:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.001168 fps:714.3 +frame:4.00e+04 wall_t:56 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.349 +2026-01-07 10:25:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.00303 fps:781.2 +frame:5.00e+04 wall_t:64 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.43 +2026-01-07 10:25:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.003599 fps:845.1 +frame:6.00e+04 wall_t:71 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.437 +2026-01-07 10:25:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.96 total_reward_ma:-9.97 loss:-0.004107 fps:897.4 +frame:7.00e+04 wall_t:78 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.446 +2026-01-07 10:25:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.97 loss:-0.006572 fps:941.2 +frame:8.00e+04 wall_t:85 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.458 +2026-01-07 10:25:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-0.009089 fps:978.3 +frame:9.00e+04 wall_t:92 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.46 +2026-01-07 10:25:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.96 loss:-0.003611 fps:1010 +frame:1.00e+05 wall_t:99 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.43 +2026-01-07 10:25:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.005122 fps:1028 +frame:1.10e+05 wall_t:107 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.451 +2026-01-07 10:26:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.006844 fps:1043 +frame:1.20e+05 wall_t:115 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.427 +2026-01-07 10:26:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.006952 fps:1066 +frame:1.30e+05 wall_t:122 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.474 +2026-01-07 10:26:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.007166 fps:1085 +frame:1.40e+05 wall_t:129 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.456 +2026-01-07 10:26:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.01028 fps:1095 +frame:1.50e+05 wall_t:137 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.444 +2026-01-07 10:26:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.006621 fps:1111 +frame:1.60e+05 wall_t:144 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.389 +2026-01-07 10:26:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.94 total_reward_ma:-9.95 loss:-0.009406 fps:1126 +frame:1.70e+05 wall_t:151 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.385 +2026-01-07 10:26:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.95 loss:-0.01056 fps:1132 +frame:1.80e+05 wall_t:159 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.393 +2026-01-07 10:26:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.95 loss:-0.007319 fps:1145 +frame:1.90e+05 wall_t:166 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.433 +2026-01-07 10:27:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.009584 fps:1149 +frame:2.00e+05 wall_t:174 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.386 +2026-01-07 10:27:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.01325 fps:1160 +frame:2.10e+05 wall_t:181 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.328 +2026-01-07 10:27:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.009365 fps:1164 +frame:2.20e+05 wall_t:189 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.363 +2026-01-07 10:27:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.92 total_reward_ma:-9.94 loss:-0.008093 fps:1168 +frame:2.30e+05 wall_t:197 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.346 +2026-01-07 10:27:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.93 total_reward_ma:-9.94 loss:-0.01005 fps:1165 +frame:2.40e+05 wall_t:206 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.379 +2026-01-07 10:27:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-0.009543 fps:1163 +frame:2.50e+05 wall_t:215 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.319 +2026-01-07 10:27:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.91 total_reward_ma:-9.94 loss:-0.01047 fps:1166 +frame:2.60e+05 wall_t:223 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.329 +2026-01-07 10:28:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.90 total_reward_ma:-9.94 loss:-0.014 fps:1174 +frame:2.70e+05 wall_t:230 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.363 +2026-01-07 10:28:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.89 total_reward_ma:-9.93 loss:-0.008576 fps:1176 +frame:2.80e+05 wall_t:238 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.352 +2026-01-07 10:28:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.88 total_reward_ma:-9.93 loss:-0.009119 fps:1179 +frame:2.90e+05 wall_t:246 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.358 +2026-01-07 10:28:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-0.01111 fps:1181 +frame:3.00e+05 wall_t:254 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.32 +2026-01-07 10:28:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.87 total_reward_ma:-9.93 loss:-0.01274 fps:1188 +frame:3.10e+05 wall_t:261 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.329 +2026-01-07 10:28:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.93 loss:-0.01344 fps:1194 +frame:3.20e+05 wall_t:268 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.308 +2026-01-07 10:28:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-0.009899 fps:1196 +frame:3.30e+05 wall_t:276 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.336 +2026-01-07 10:28:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.86 total_reward_ma:-9.92 loss:-0.00993 fps:1201 +frame:3.40e+05 wall_t:283 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.334 +2026-01-07 10:29:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.92 loss:-0.009783 fps:1207 +frame:3.50e+05 wall_t:290 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.346 +2026-01-07 10:29:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.92 loss:-0.009723 fps:1212 +frame:3.60e+05 wall_t:297 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.353 +2026-01-07 10:29:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.84 total_reward_ma:-9.92 loss:-0.009777 fps:1213 +frame:3.70e+05 wall_t:305 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.353 +2026-01-07 10:29:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.008273 fps:1218 +frame:3.80e+05 wall_t:312 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.339 +2026-01-07 10:29:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.85 total_reward_ma:-9.91 loss:-0.009992 fps:1219 +frame:3.90e+05 wall_t:320 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.338 +2026-01-07 10:29:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.83 total_reward_ma:-9.91 loss:-0.01002 fps:1223 +frame:4.00e+05 wall_t:327 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.336 +2026-01-07 10:29:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.91 loss:-0.01222 fps:1228 +frame:4.10e+05 wall_t:334 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.334 +2026-01-07 10:29:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.82 total_reward_ma:-9.91 loss:-0.007677 fps:1228 +frame:4.20e+05 wall_t:342 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.346 +2026-01-07 10:30:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.79 total_reward_ma:-9.90 loss:-0.008051 fps:1232 +frame:4.30e+05 wall_t:349 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.335 +2026-01-07 10:30:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.81 total_reward_ma:-9.90 loss:-0.009954 fps:1236 +frame:4.40e+05 wall_t:356 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.332 +2026-01-07 10:30:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.80 total_reward_ma:-9.90 loss:-0.01212 fps:1240 +frame:4.50e+05 wall_t:363 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.329 +2026-01-07 10:30:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.77 total_reward_ma:-9.90 loss:-0.01224 fps:1237 +frame:4.60e+05 wall_t:372 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.311 +2026-01-07 10:30:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.75 total_reward_ma:-9.89 loss:-0.01379 fps:1240 +frame:4.70e+05 wall_t:379 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.332 +2026-01-07 10:30:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.76 total_reward_ma:-9.89 loss:-0.01225 fps:1237 +frame:4.80e+05 wall_t:388 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.312 +2026-01-07 10:30:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.76 total_reward_ma:-9.89 loss:-0.01296 fps:1241 +frame:4.90e+05 wall_t:395 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.305 +2026-01-07 10:30:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.77 total_reward_ma:-9.88 loss:-0.01349 fps:1244 +frame:5.00e+05 wall_t:402 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.313 +2026-01-07 10:31:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.73 total_reward_ma:-9.88 loss:-0.009306 fps:1247 +frame:5.10e+05 wall_t:409 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.311 +2026-01-07 10:31:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.88 loss:-0.009162 fps:1250 +frame:5.20e+05 wall_t:416 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.302 +2026-01-07 10:31:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.87 loss:-0.01334 fps:1256 +frame:5.30e+05 wall_t:422 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.329 +2026-01-07 10:31:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.87 loss:-0.009573 fps:1262 +frame:5.40e+05 wall_t:428 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.296 +2026-01-07 10:31:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.87 loss:-0.01159 fps:1267 +frame:5.50e+05 wall_t:434 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.283 +2026-01-07 10:31:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.86 loss:-0.01191 fps:1270 +frame:5.60e+05 wall_t:441 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.329 +2026-01-07 10:31:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.86 loss:-0.01394 fps:1275 +frame:5.70e+05 wall_t:447 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.341 +2026-01-07 10:31:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.85 loss:-0.01059 fps:1278 +frame:5.80e+05 wall_t:454 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.324 +2026-01-07 10:31:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.61 total_reward_ma:-9.85 loss:-0.01168 fps:1277 +frame:5.90e+05 wall_t:462 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.319 +2026-01-07 10:32:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.59 total_reward_ma:-9.85 loss:-0.01007 fps:1277 +frame:6.00e+05 wall_t:470 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.256 +2026-01-07 10:32:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.59 total_reward_ma:-9.84 loss:-0.01073 fps:1279 +frame:6.10e+05 wall_t:477 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.295 +2026-01-07 10:32:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.59 total_reward_ma:-9.84 loss:-0.009637 fps:1284 +frame:6.20e+05 wall_t:483 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.325 +2026-01-07 10:32:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.56 total_reward_ma:-9.83 loss:-0.009466 fps:1286 +frame:6.30e+05 wall_t:490 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.296 +2026-01-07 10:32:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.83 loss:-0.0134 fps:1290 +frame:6.40e+05 wall_t:496 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.332 +2026-01-07 10:32:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.54 total_reward_ma:-9.82 loss:-0.01225 fps:1295 +frame:6.50e+05 wall_t:502 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.356 +2026-01-07 10:32:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.53 total_reward_ma:-9.82 loss:-0.01163 fps:1299 +frame:6.60e+05 wall_t:508 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.369 +2026-01-07 10:32:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.82 loss:-0.0123 fps:1304 +frame:6.70e+05 wall_t:514 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.326 +2026-01-07 10:32:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.59 total_reward_ma:-9.81 loss:-0.01327 fps:1308 +frame:6.80e+05 wall_t:520 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.313 +2026-01-07 10:32:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.56 total_reward_ma:-9.81 loss:-0.01221 fps:1312 +frame:6.90e+05 wall_t:526 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.357 +2026-01-07 10:33:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.57 total_reward_ma:-9.81 loss:-0.01212 fps:1318 +frame:7.00e+05 wall_t:531 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.332 +2026-01-07 10:33:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.53 total_reward_ma:-9.80 loss:-0.0107 fps:1322 +frame:7.10e+05 wall_t:537 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.359 +2026-01-07 10:33:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.54 total_reward_ma:-9.80 loss:-0.01129 fps:1326 +frame:7.20e+05 wall_t:543 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.351 +2026-01-07 10:33:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.57 total_reward_ma:-9.79 loss:-0.009324 fps:1330 +frame:7.30e+05 wall_t:549 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.319 +2026-01-07 10:33:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.59 total_reward_ma:-9.79 loss:-0.009432 fps:1333 +frame:7.40e+05 wall_t:555 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.324 +2026-01-07 10:33:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.79 loss:-0.01119 fps:1335 +frame:7.50e+05 wall_t:562 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.311 +2026-01-07 10:33:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.59 total_reward_ma:-9.79 loss:-0.01211 fps:1338 +frame:7.60e+05 wall_t:568 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.36 +2026-01-07 10:33:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.78 loss:-0.01183 fps:1341 +frame:7.70e+05 wall_t:574 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.348 +2026-01-07 10:33:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.78 loss:-0.01206 fps:1343 +frame:7.80e+05 wall_t:581 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.333 +2026-01-07 10:34:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.78 loss:-0.01209 fps:1341 +frame:7.90e+05 wall_t:589 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.333 +2026-01-07 10:34:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.64 total_reward_ma:-9.78 loss:-0.01231 fps:1340 +frame:8.00e+05 wall_t:597 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.349 +2026-01-07 10:34:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.64 total_reward_ma:-9.78 loss:-0.007548 fps:1341 +frame:8.10e+05 wall_t:604 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.37 +2026-01-07 10:34:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.77 loss:-0.01097 fps:1342 +frame:8.20e+05 wall_t:611 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.368 +2026-01-07 10:34:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.77 loss:-0.01318 fps:1341 +frame:8.30e+05 wall_t:619 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.363 +2026-01-07 10:34:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.58 total_reward_ma:-9.77 loss:-0.009876 fps:1344 +frame:8.40e+05 wall_t:625 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.368 +2026-01-07 10:34:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.61 total_reward_ma:-9.77 loss:-0.01045 fps:1343 +frame:8.50e+05 wall_t:633 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.386 +2026-01-07 10:34:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.61 total_reward_ma:-9.77 loss:-0.01316 fps:1342 +frame:8.60e+05 wall_t:641 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.337 +2026-01-07 10:34:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.76 loss:-0.01431 fps:1343 +frame:8.70e+05 wall_t:648 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.326 +2026-01-07 10:35:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.76 loss:-0.01028 fps:1341 +frame:8.80e+05 wall_t:656 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.332 +2026-01-07 10:35:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.76 loss:-0.01162 fps:1340 +frame:8.90e+05 wall_t:664 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.316 +2026-01-07 10:35:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.76 loss:-0.0114 fps:1341 +frame:9.00e+05 wall_t:671 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.319 +2026-01-07 10:35:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.76 loss:-0.0137 fps:1340 +frame:9.10e+05 wall_t:679 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.323 +2026-01-07 10:35:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.76 loss:-0.01073 fps:1341 +frame:9.20e+05 wall_t:686 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.315 +2026-01-07 10:35:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.76 loss:-0.01244 fps:1342 +frame:9.30e+05 wall_t:693 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.281 +2026-01-07 10:35:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.76 loss:-0.01077 fps:1343 +frame:9.40e+05 wall_t:700 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.316 +2026-01-07 10:35:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.76 loss:-0.01201 fps:1344 +frame:9.50e+05 wall_t:707 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.319 +2026-01-07 10:36:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.75 loss:-0.0114 fps:1341 +frame:9.60e+05 wall_t:716 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.35 +2026-01-07 10:36:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.75 loss:-0.01061 fps:1340 +frame:9.70e+05 wall_t:724 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.35 +2026-01-07 10:36:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.75 loss:-0.01194 fps:1341 +frame:9.80e+05 wall_t:731 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.335 +2026-01-07 10:36:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.75 loss:-0.01217 fps:1341 +frame:9.90e+05 wall_t:738 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.339 +2026-01-07 10:36:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.01062 fps:1340 +frame:1.00e+06 wall_t:746 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.353 +2026-01-07 10:36:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.75 loss:-0.01139 fps:1338 +frame:1.01e+06 wall_t:755 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.317 +2026-01-07 10:36:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.75 loss:-0.009639 fps:1339 +frame:1.02e+06 wall_t:762 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.314 +2026-01-07 10:37:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.74 loss:-0.01302 fps:1339 +frame:1.03e+06 wall_t:769 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.318 +2026-01-07 10:37:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.74 loss:-0.0106 fps:1340 +frame:1.04e+06 wall_t:776 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.3 +2026-01-07 10:37:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.74 loss:-0.01009 fps:1341 +frame:1.05e+06 wall_t:783 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.295 +2026-01-07 10:37:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.73 loss:-0.01383 fps:1340 +frame:1.06e+06 wall_t:791 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.309 +2026-01-07 10:37:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.69 total_reward_ma:-9.73 loss:-0.01216 fps:1341 +frame:1.07e+06 wall_t:798 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.31 +2026-01-07 10:37:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.73 loss:-0.01012 fps:1340 +frame:1.08e+06 wall_t:806 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.327 +2026-01-07 10:37:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.68 total_reward_ma:-9.73 loss:-0.01338 fps:1342 +frame:1.09e+06 wall_t:812 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.359 +2026-01-07 10:37:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.72 loss:-0.01335 fps:1341 +frame:1.10e+06 wall_t:820 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.363 +2026-01-07 10:37:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.72 loss:-0.01128 fps:1342 +frame:1.11e+06 wall_t:827 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.344 +2026-01-07 10:38:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.67 total_reward_ma:-9.72 loss:-0.01374 fps:1341 +frame:1.12e+06 wall_t:835 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.327 +2026-01-07 10:38:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.72 loss:-0.01308 fps:1342 +frame:1.13e+06 wall_t:842 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.339 +2026-01-07 10:38:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.71 loss:-0.01125 fps:1341 +frame:1.14e+06 wall_t:850 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.385 +2026-01-07 10:38:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.65 total_reward_ma:-9.71 loss:-0.01141 fps:1342 +frame:1.15e+06 wall_t:857 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.346 +2026-01-07 10:38:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.71 loss:-0.009145 fps:1341 +frame:1.16e+06 wall_t:865 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.324 +2026-01-07 10:38:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.70 loss:-0.009594 fps:1340 +frame:1.17e+06 wall_t:873 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.362 +2026-01-07 10:38:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.70 loss:-0.01034 fps:1341 +frame:1.18e+06 wall_t:880 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.327 +2026-01-07 10:38:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.63 total_reward_ma:-9.70 loss:-0.01252 fps:1340 +frame:1.19e+06 wall_t:888 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.325 +2026-01-07 10:39:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.64 total_reward_ma:-9.70 loss:-0.009926 fps:1342 +frame:1.20e+06 wall_t:894 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.34 +2026-01-07 10:39:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.64 total_reward_ma:-9.69 loss:-0.01336 fps:1341 +frame:1.21e+06 wall_t:902 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.318 +2026-01-07 10:39:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.64 total_reward_ma:-9.69 loss:-0.00926 fps:1341 +frame:1.22e+06 wall_t:910 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.325 +2026-01-07 10:39:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.71 total_reward_ma:-9.69 loss:-0.009114 fps:1341 +frame:1.23e+06 wall_t:917 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.313 +2026-01-07 10:39:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.66 total_reward_ma:-9.69 loss:-0.01264 fps:1341 +frame:1.24e+06 wall_t:925 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.292 +2026-01-07 10:39:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.68 loss:-0.009691 fps:1340 +frame:1.25e+06 wall_t:933 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.279 +2026-01-07 10:39:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.62 total_reward_ma:-9.68 loss:-0.009702 fps:1340 +frame:1.26e+06 wall_t:940 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.28 +2026-01-07 10:39:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.61 total_reward_ma:-9.68 loss:-0.01362 fps:1340 +frame:1.27e+06 wall_t:948 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.283 +2026-01-07 10:40:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.60 total_reward_ma:-9.67 loss:-0.009722 fps:1340 +frame:1.28e+06 wall_t:955 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.27 +2026-01-07 10:40:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.59 total_reward_ma:-9.67 loss:-0.009399 fps:1341 +frame:1.29e+06 wall_t:962 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.271 +2026-01-07 10:40:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.57 total_reward_ma:-9.67 loss:-0.01162 fps:1340 +frame:1.30e+06 wall_t:970 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.27 +2026-01-07 10:40:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.51 total_reward_ma:-9.66 loss:-0.01072 fps:1341 +frame:1.31e+06 wall_t:977 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.302 +2026-01-07 10:40:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-9.66 loss:-0.01303 fps:1341 +frame:1.32e+06 wall_t:984 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.3 +2026-01-07 10:40:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-9.66 loss:-0.01017 fps:1341 +frame:1.33e+06 wall_t:992 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.273 +2026-01-07 10:40:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.55 total_reward_ma:-9.65 loss:-0.009524 fps:1341 +frame:1.34e+06 wall_t:999 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.314 +2026-01-07 10:40:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.65 loss:-0.01453 fps:1341 +frame:1.35e+06 wall_t:1007 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.277 +2026-01-07 10:41:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.52 total_reward_ma:-9.65 loss:-0.01092 fps:1340 +frame:1.36e+06 wall_t:1015 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.27 +2026-01-07 10:41:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.49 total_reward_ma:-9.64 loss:-0.009339 fps:1341 +frame:1.37e+06 wall_t:1022 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.28 +2026-01-07 10:41:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.51 total_reward_ma:-9.64 loss:-0.01131 fps:1341 +frame:1.38e+06 wall_t:1029 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.258 +2026-01-07 10:41:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.47 total_reward_ma:-9.64 loss:-0.01027 fps:1342 +frame:1.39e+06 wall_t:1036 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.226 +2026-01-07 10:41:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.46 total_reward_ma:-9.63 loss:-0.01207 fps:1344 +frame:1.40e+06 wall_t:1042 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.207 +2026-01-07 10:41:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.43 total_reward_ma:-9.63 loss:-0.009725 fps:1345 +frame:1.41e+06 wall_t:1048 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.181 +2026-01-07 10:41:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.41 total_reward_ma:-9.63 loss:-0.006199 fps:1346 +frame:1.42e+06 wall_t:1055 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.124 +2026-01-07 10:41:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.40 total_reward_ma:-9.62 loss:-0.01096 fps:1348 +frame:1.43e+06 wall_t:1061 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.191 +2026-01-07 10:41:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.62 loss:-0.01163 fps:1350 +frame:1.44e+06 wall_t:1067 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.24 +2026-01-07 10:42:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.61 loss:-0.01166 fps:1351 +frame:1.45e+06 wall_t:1073 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.274 +2026-01-07 10:42:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.61 loss:-0.008661 fps:1353 +frame:1.46e+06 wall_t:1079 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.256 +2026-01-07 10:42:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.60 loss:-0.009424 fps:1352 +frame:1.47e+06 wall_t:1087 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.266 +2026-01-07 10:42:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-9.60 loss:-0.0107 fps:1353 +frame:1.48e+06 wall_t:1094 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.227 +2026-01-07 10:42:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.60 loss:-0.009071 fps:1352 +frame:1.49e+06 wall_t:1102 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.204 +2026-01-07 10:42:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.59 loss:-0.006324 fps:1351 +frame:1.50e+06 wall_t:1110 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.185 +2026-01-07 10:42:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.27 total_reward_ma:-9.59 loss:-0.01111 fps:1352 +frame:1.51e+06 wall_t:1117 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.277 +2026-01-07 10:42:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.58 loss:-0.009032 fps:1352 +frame:1.52e+06 wall_t:1124 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.312 +2026-01-07 10:43:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.30 total_reward_ma:-9.58 loss:-0.008781 fps:1353 +frame:1.53e+06 wall_t:1131 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.244 +2026-01-07 10:43:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.58 loss:-0.008065 fps:1352 +frame:1.54e+06 wall_t:1139 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.189 +2026-01-07 10:43:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.57 loss:-0.009102 fps:1350 +frame:1.55e+06 wall_t:1148 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.159 +2026-01-07 10:43:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.57 loss:-0.01225 fps:1348 +frame:1.56e+06 wall_t:1157 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.233 +2026-01-07 10:43:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.22 total_reward_ma:-9.56 loss:-0.009721 fps:1348 +frame:1.57e+06 wall_t:1165 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.29 +2026-01-07 10:43:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.56 loss:-0.01031 fps:1348 +frame:1.58e+06 wall_t:1172 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.297 +2026-01-07 10:43:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.56 loss:-0.01274 fps:1349 +frame:1.59e+06 wall_t:1179 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.292 +2026-01-07 10:43:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.18 total_reward_ma:-9.55 loss:-0.01399 fps:1349 +frame:1.60e+06 wall_t:1186 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.248 +2026-01-07 10:44:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.15 total_reward_ma:-9.55 loss:-0.01025 fps:1350 +frame:1.61e+06 wall_t:1193 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.268 +2026-01-07 10:44:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.13 total_reward_ma:-9.54 loss:-0.01277 fps:1349 +frame:1.62e+06 wall_t:1201 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.293 +2026-01-07 10:44:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.13 total_reward_ma:-9.54 loss:-0.009403 fps:1350 +frame:1.63e+06 wall_t:1207 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.305 +2026-01-07 10:44:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.15 total_reward_ma:-9.53 loss:-0.01081 fps:1350 +frame:1.64e+06 wall_t:1215 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.325 +2026-01-07 10:44:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.16 total_reward_ma:-9.53 loss:-0.01226 fps:1350 +frame:1.65e+06 wall_t:1222 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.304 +2026-01-07 10:44:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.53 loss:-0.01181 fps:1350 +frame:1.66e+06 wall_t:1230 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.262 +2026-01-07 10:44:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.15 total_reward_ma:-9.52 loss:-0.009922 fps:1351 +frame:1.67e+06 wall_t:1236 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.356 +2026-01-07 10:44:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.15 total_reward_ma:-9.52 loss:-0.01306 fps:1350 +frame:1.68e+06 wall_t:1244 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.332 +2026-01-07 10:45:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.16 total_reward_ma:-9.51 loss:-0.008946 fps:1350 +frame:1.69e+06 wall_t:1252 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.3 +2026-01-07 10:45:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.16 total_reward_ma:-9.51 loss:-0.01078 fps:1350 +frame:1.70e+06 wall_t:1259 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.261 +2026-01-07 10:45:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.51 loss:-0.01243 fps:1351 +frame:1.71e+06 wall_t:1266 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.27 +2026-01-07 10:45:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.22 total_reward_ma:-9.50 loss:-0.01007 fps:1351 +frame:1.72e+06 wall_t:1273 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.284 +2026-01-07 10:45:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.20 total_reward_ma:-9.50 loss:-0.01009 fps:1349 +frame:1.73e+06 wall_t:1282 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.286 +2026-01-07 10:45:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.23 total_reward_ma:-9.50 loss:-0.009208 fps:1350 +frame:1.74e+06 wall_t:1289 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.259 +2026-01-07 10:45:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.23 total_reward_ma:-9.49 loss:-0.01619 fps:1350 +frame:1.75e+06 wall_t:1296 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.319 +2026-01-07 10:45:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.26 total_reward_ma:-9.49 loss:-0.01251 fps:1349 +frame:1.76e+06 wall_t:1305 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.296 +2026-01-07 10:46:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.22 total_reward_ma:-9.49 loss:-0.01131 fps:1349 +frame:1.77e+06 wall_t:1312 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.313 +2026-01-07 10:46:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.48 loss:-0.01004 fps:1350 +frame:1.78e+06 wall_t:1319 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.272 +2026-01-07 10:46:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.27 total_reward_ma:-9.48 loss:-0.01382 fps:1350 +frame:1.79e+06 wall_t:1326 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.259 +2026-01-07 10:46:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.48 loss:-0.0121 fps:1350 +frame:1.80e+06 wall_t:1333 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.313 +2026-01-07 10:46:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-9.47 loss:-0.01287 fps:1351 +frame:1.81e+06 wall_t:1340 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.312 +2026-01-07 10:46:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.37 total_reward_ma:-9.47 loss:-0.01342 fps:1350 +frame:1.82e+06 wall_t:1348 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.312 +2026-01-07 10:46:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.47 loss:-0.01021 fps:1350 +frame:1.83e+06 wall_t:1356 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.3 +2026-01-07 10:46:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.44 total_reward_ma:-9.47 loss:-0.01085 fps:1350 +frame:1.84e+06 wall_t:1363 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.288 +2026-01-07 10:47:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.50 total_reward_ma:-9.46 loss:-0.01073 fps:1350 +frame:1.85e+06 wall_t:1370 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.214 +2026-01-07 10:47:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.49 total_reward_ma:-9.46 loss:-0.01138 fps:1351 +frame:1.86e+06 wall_t:1377 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.273 +2026-01-07 10:47:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.42 total_reward_ma:-9.46 loss:-0.009433 fps:1350 +frame:1.87e+06 wall_t:1385 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.337 +2026-01-07 10:47:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.40 total_reward_ma:-9.46 loss:-0.01049 fps:1351 +frame:1.88e+06 wall_t:1392 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.323 +2026-01-07 10:47:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.46 loss:-0.01234 fps:1350 +frame:1.89e+06 wall_t:1400 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.302 +2026-01-07 10:47:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.45 loss:-0.01103 fps:1350 +frame:1.90e+06 wall_t:1407 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.241 +2026-01-07 10:47:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.45 loss:-0.01124 fps:1350 +frame:1.91e+06 wall_t:1415 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.318 +2026-01-07 10:47:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.45 loss:-0.008343 fps:1350 +frame:1.92e+06 wall_t:1422 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.255 +2026-01-07 10:48:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.45 loss:-0.01556 fps:1351 +frame:1.93e+06 wall_t:1429 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.345 +2026-01-07 10:48:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.35 total_reward_ma:-9.44 loss:-0.01057 fps:1351 +frame:1.94e+06 wall_t:1436 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.252 +2026-01-07 10:48:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.35 total_reward_ma:-9.44 loss:-0.01129 fps:1350 +frame:1.95e+06 wall_t:1444 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.265 +2026-01-07 10:48:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.44 loss:-0.01043 fps:1351 +frame:1.96e+06 wall_t:1451 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.22 +2026-01-07 10:48:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.43 loss:-0.009625 fps:1351 +frame:1.97e+06 wall_t:1458 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.229 +2026-01-07 10:48:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-9.43 loss:-0.01095 fps:1352 +frame:1.98e+06 wall_t:1465 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.266 +2026-01-07 10:48:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.42 loss:-0.01206 fps:1351 +frame:1.99e+06 wall_t:1473 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.263 +2026-01-07 10:48:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.30 total_reward_ma:-9.42 loss:-0.01135 fps:1350 +frame:2.00e+06 wall_t:1481 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.311 +2026-01-07 10:48:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.42 loss:-0.01062 fps:1351 +frame:2.01e+06 wall_t:1488 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.283 +2026-01-07 10:49:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.26 total_reward_ma:-9.41 loss:-0.009747 fps:1351 +frame:2.02e+06 wall_t:1495 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.27 +2026-01-07 10:49:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.26 total_reward_ma:-9.41 loss:-0.0116 fps:1352 +frame:2.03e+06 wall_t:1502 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.257 +2026-01-07 10:49:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.20 total_reward_ma:-9.41 loss:-0.01464 fps:1351 +frame:2.04e+06 wall_t:1510 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.281 +2026-01-07 10:49:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-9.40 loss:-0.009074 fps:1351 +frame:2.05e+06 wall_t:1517 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.257 +2026-01-07 10:49:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.39 loss:-0.01028 fps:1351 +frame:2.06e+06 wall_t:1525 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.28 +2026-01-07 10:49:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.39 loss:-0.01371 fps:1350 +frame:2.07e+06 wall_t:1533 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.281 +2026-01-07 10:49:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.10 total_reward_ma:-9.38 loss:-0.01064 fps:1349 +frame:2.08e+06 wall_t:1542 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.193 +2026-01-07 10:50:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-9.38 loss:-0.009682 fps:1349 +frame:2.09e+06 wall_t:1549 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.276 +2026-01-07 10:50:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.13 total_reward_ma:-9.37 loss:-0.008557 fps:1350 +frame:2.10e+06 wall_t:1556 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.234 +2026-01-07 10:50:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-9.37 loss:-0.01046 fps:1349 +frame:2.11e+06 wall_t:1564 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.274 +2026-01-07 10:50:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-9.36 loss:-0.01238 fps:1349 +frame:2.12e+06 wall_t:1571 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.366 +2026-01-07 10:50:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-9.36 loss:-0.01268 fps:1350 +frame:2.13e+06 wall_t:1578 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.3 +2026-01-07 10:50:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.06 total_reward_ma:-9.35 loss:-0.009325 fps:1350 +frame:2.14e+06 wall_t:1585 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.314 +2026-01-07 10:50:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-9.34 loss:-0.01107 fps:1351 +frame:2.15e+06 wall_t:1592 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.364 +2026-01-07 10:50:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-9.34 loss:-0.01323 fps:1350 +frame:2.16e+06 wall_t:1600 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.325 +2026-01-07 10:50:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.05 total_reward_ma:-9.33 loss:-0.01331 fps:1350 +frame:2.17e+06 wall_t:1608 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.342 +2026-01-07 10:51:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.33 loss:-0.01373 fps:1351 +frame:2.18e+06 wall_t:1614 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.354 +2026-01-07 10:51:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.32 loss:-0.01227 fps:1352 +frame:2.19e+06 wall_t:1620 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.349 +2026-01-07 10:51:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-9.31 loss:-0.01379 fps:1354 +frame:2.20e+06 wall_t:1625 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.351 +2026-01-07 10:51:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.31 loss:-0.01227 fps:1354 +frame:2.21e+06 wall_t:1632 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.317 +2026-01-07 10:51:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.06 total_reward_ma:-9.30 loss:-0.01146 fps:1356 +frame:2.22e+06 wall_t:1637 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.338 +2026-01-07 10:51:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.09 total_reward_ma:-9.30 loss:-0.0104 fps:1356 +frame:2.23e+06 wall_t:1644 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.341 +2026-01-07 10:51:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.11 total_reward_ma:-9.29 loss:-0.01051 fps:1358 +frame:2.24e+06 wall_t:1650 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.335 +2026-01-07 10:51:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.11 total_reward_ma:-9.28 loss:-0.01525 fps:1358 +frame:2.25e+06 wall_t:1657 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.343 +2026-01-07 10:51:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.15 total_reward_ma:-9.28 loss:-0.01146 fps:1358 +frame:2.26e+06 wall_t:1664 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.351 +2026-01-07 10:52:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.11 total_reward_ma:-9.27 loss:-0.01316 fps:1358 +frame:2.27e+06 wall_t:1672 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.336 +2026-01-07 10:52:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.11 total_reward_ma:-9.27 loss:-0.01361 fps:1358 +frame:2.28e+06 wall_t:1679 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.334 +2026-01-07 10:52:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.12 total_reward_ma:-9.27 loss:-0.01334 fps:1357 +frame:2.29e+06 wall_t:1688 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.352 +2026-01-07 10:52:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.12 total_reward_ma:-9.26 loss:-0.01254 fps:1357 +frame:2.30e+06 wall_t:1695 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.333 +2026-01-07 10:52:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.15 total_reward_ma:-9.26 loss:-0.01265 fps:1357 +frame:2.31e+06 wall_t:1702 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.308 +2026-01-07 10:52:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.12 total_reward_ma:-9.25 loss:-0.01348 fps:1358 +frame:2.32e+06 wall_t:1709 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.349 +2026-01-07 10:52:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.16 total_reward_ma:-9.25 loss:-0.01278 fps:1357 +frame:2.33e+06 wall_t:1717 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.317 +2026-01-07 10:52:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.25 loss:-0.00928 fps:1357 +frame:2.34e+06 wall_t:1724 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.345 +2026-01-07 10:53:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.22 total_reward_ma:-9.24 loss:-0.01179 fps:1357 +frame:2.35e+06 wall_t:1732 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.351 +2026-01-07 10:53:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.26 total_reward_ma:-9.24 loss:-0.01366 fps:1358 +frame:2.36e+06 wall_t:1738 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.323 +2026-01-07 10:53:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-9.24 loss:-0.01037 fps:1359 +frame:2.37e+06 wall_t:1744 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.325 +2026-01-07 10:53:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.28 total_reward_ma:-9.23 loss:-0.01137 fps:1360 +frame:2.38e+06 wall_t:1750 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.351 +2026-01-07 10:53:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.23 loss:-0.01204 fps:1361 +frame:2.39e+06 wall_t:1756 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.35 +2026-01-07 10:53:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-9.23 loss:-0.01148 fps:1361 +frame:2.40e+06 wall_t:1763 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.351 +2026-01-07 10:53:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.23 loss:-0.009164 fps:1362 +frame:2.41e+06 wall_t:1770 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.37 +2026-01-07 10:53:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.23 loss:-0.01292 fps:1363 +frame:2.42e+06 wall_t:1776 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.328 +2026-01-07 10:53:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.23 loss:-0.01357 fps:1364 +frame:2.43e+06 wall_t:1782 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.332 +2026-01-07 10:53:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.23 loss:-0.01292 fps:1364 +frame:2.44e+06 wall_t:1789 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.331 +2026-01-07 10:54:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.23 loss:-0.01299 fps:1365 +frame:2.45e+06 wall_t:1795 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.338 +2026-01-07 10:54:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.39 total_reward_ma:-9.23 loss:-0.0125 fps:1365 +frame:2.46e+06 wall_t:1802 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.349 +2026-01-07 10:54:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.23 loss:-0.0133 fps:1365 +frame:2.47e+06 wall_t:1809 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.321 +2026-01-07 10:54:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.23 loss:-0.01453 fps:1367 +frame:2.48e+06 wall_t:1814 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.284 +2026-01-07 10:54:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.37 total_reward_ma:-9.23 loss:-0.0082 fps:1368 +frame:2.49e+06 wall_t:1820 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.274 +2026-01-07 10:54:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.23 loss:-0.0117 fps:1369 +frame:2.50e+06 wall_t:1826 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.32 +2026-01-07 10:54:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.37 total_reward_ma:-9.23 loss:-0.01424 fps:1369 +frame:2.51e+06 wall_t:1833 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.298 +2026-01-07 10:54:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.38 total_reward_ma:-9.23 loss:-0.01238 fps:1370 +frame:2.52e+06 wall_t:1840 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.272 +2026-01-07 10:54:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.41 total_reward_ma:-9.24 loss:-0.01129 fps:1369 +frame:2.53e+06 wall_t:1848 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.324 +2026-01-07 10:55:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.37 total_reward_ma:-9.24 loss:-0.01291 fps:1369 +frame:2.54e+06 wall_t:1856 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.328 +2026-01-07 10:55:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.36 total_reward_ma:-9.24 loss:-0.008974 fps:1369 +frame:2.55e+06 wall_t:1863 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.265 +2026-01-07 10:55:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-9.24 loss:-0.01028 fps:1369 +frame:2.56e+06 wall_t:1870 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.301 +2026-01-07 10:55:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.24 loss:-0.01444 fps:1370 +frame:2.57e+06 wall_t:1876 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.289 +2026-01-07 10:55:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.28 total_reward_ma:-9.24 loss:-0.01155 fps:1370 +frame:2.58e+06 wall_t:1883 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.279 +2026-01-07 10:55:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.29 total_reward_ma:-9.24 loss:-0.01322 fps:1370 +frame:2.59e+06 wall_t:1891 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.282 +2026-01-07 10:55:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.35 total_reward_ma:-9.24 loss:-0.01328 fps:1370 +frame:2.60e+06 wall_t:1898 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.317 +2026-01-07 10:55:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-9.24 loss:-0.01006 fps:1369 +frame:2.61e+06 wall_t:1906 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.311 +2026-01-07 10:56:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.24 loss:-0.01392 fps:1370 +frame:2.62e+06 wall_t:1913 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.311 +2026-01-07 10:56:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.25 loss:-0.01145 fps:1370 +frame:2.63e+06 wall_t:1920 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.311 +2026-01-07 10:56:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.33 total_reward_ma:-9.25 loss:-0.01296 fps:1370 +frame:2.64e+06 wall_t:1927 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.303 +2026-01-07 10:56:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.34 total_reward_ma:-9.25 loss:-0.0142 fps:1370 +frame:2.65e+06 wall_t:1934 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.304 +2026-01-07 10:56:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.25 loss:-0.01387 fps:1370 +frame:2.66e+06 wall_t:1942 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.295 +2026-01-07 10:56:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.32 total_reward_ma:-9.25 loss:-0.01092 fps:1369 +frame:2.67e+06 wall_t:1951 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.265 +2026-01-07 10:56:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-9.26 loss:-0.0123 fps:1369 +frame:2.68e+06 wall_t:1958 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.337 +2026-01-07 10:56:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.31 total_reward_ma:-9.26 loss:-0.01337 fps:1369 +frame:2.69e+06 wall_t:1965 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.324 +2026-01-07 10:57:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.30 total_reward_ma:-9.26 loss:-0.01384 fps:1368 +frame:2.70e+06 wall_t:1973 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.279 +2026-01-07 10:57:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.28 total_reward_ma:-9.26 loss:-0.01302 fps:1369 +frame:2.71e+06 wall_t:1980 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.316 +2026-01-07 10:57:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-9.26 loss:-0.01109 fps:1369 +frame:2.72e+06 wall_t:1987 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.288 +2026-01-07 10:57:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-9.26 loss:-0.01501 fps:1369 +frame:2.73e+06 wall_t:1994 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.343 +2026-01-07 10:57:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.25 total_reward_ma:-9.26 loss:-0.01069 fps:1369 +frame:2.74e+06 wall_t:2001 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.35 +2026-01-07 10:57:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.24 total_reward_ma:-9.26 loss:-0.01459 fps:1370 +frame:2.75e+06 wall_t:2008 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.319 +2026-01-07 10:57:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.26 loss:-0.01014 fps:1368 +frame:2.76e+06 wall_t:2017 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.263 +2026-01-07 10:57:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.26 loss:-0.01137 fps:1368 +frame:2.77e+06 wall_t:2025 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.307 +2026-01-07 10:58:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.18 total_reward_ma:-9.26 loss:-0.01196 fps:1368 +frame:2.78e+06 wall_t:2032 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.293 +2026-01-07 10:58:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.19 total_reward_ma:-9.26 loss:-0.0107 fps:1368 +frame:2.79e+06 wall_t:2039 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.289 +2026-01-07 10:58:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.21 total_reward_ma:-9.26 loss:-0.01461 fps:1369 +frame:2.80e+06 wall_t:2046 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.291 +2026-01-07 10:58:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.16 total_reward_ma:-9.26 loss:-0.009394 fps:1369 +frame:2.81e+06 wall_t:2053 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.302 +2026-01-07 10:58:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.17 total_reward_ma:-9.25 loss:-0.01238 fps:1370 +frame:2.82e+06 wall_t:2059 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.302 +2026-01-07 10:58:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.18 total_reward_ma:-9.25 loss:-0.01279 fps:1369 +frame:2.83e+06 wall_t:2067 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.301 +2026-01-07 10:58:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.12 total_reward_ma:-9.25 loss:-0.01309 fps:1369 +frame:2.84e+06 wall_t:2074 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.309 +2026-01-07 10:58:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-9.24 loss:-0.01335 fps:1368 +frame:2.85e+06 wall_t:2083 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.276 +2026-01-07 10:59:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-9.24 loss:-0.01338 fps:1368 +frame:2.86e+06 wall_t:2090 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.281 +2026-01-07 10:59:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-9.24 loss:-0.01398 fps:1369 +frame:2.87e+06 wall_t:2097 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.295 +2026-01-07 10:59:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-9.23 loss:-0.01416 fps:1369 +frame:2.88e+06 wall_t:2104 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.313 +2026-01-07 10:59:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.23 loss:-0.0109 fps:1368 +frame:2.89e+06 wall_t:2113 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.285 +2026-01-07 10:59:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.22 loss:-0.01301 fps:1368 +frame:2.90e+06 wall_t:2120 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.316 +2026-01-07 10:59:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.22 loss:-0.01469 fps:1368 +frame:2.91e+06 wall_t:2127 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.325 +2026-01-07 10:59:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.21 loss:-0.01363 fps:1368 +frame:2.92e+06 wall_t:2134 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.3 +2026-01-07 10:59:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.85 total_reward_ma:-9.21 loss:-0.01231 fps:1367 +frame:2.93e+06 wall_t:2143 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.287 +2026-01-07 11:00:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-9.20 loss:-0.01369 fps:1367 +frame:2.94e+06 wall_t:2151 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.328 +2026-01-07 11:00:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-9.20 loss:-0.01403 fps:1367 +frame:2.95e+06 wall_t:2158 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.313 +2026-01-07 11:00:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-9.19 loss:-0.01295 fps:1367 +frame:2.96e+06 wall_t:2166 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.293 +2026-01-07 11:00:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-9.19 loss:-0.01088 fps:1366 +frame:2.97e+06 wall_t:2174 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.317 +2026-01-07 11:00:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-9.18 loss:-0.01201 fps:1366 +frame:2.98e+06 wall_t:2181 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.336 +2026-01-07 11:00:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.81 total_reward_ma:-9.18 loss:-0.01276 fps:1367 +frame:2.99e+06 wall_t:2188 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.286 +2026-01-07 11:00:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-9.17 loss:-0.01169 fps:1367 +frame:3.00e+06 wall_t:2195 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.278 +2026-01-07 11:00:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.80 total_reward_ma:-9.17 loss:-0.01205 fps:1366 +frame:3.01e+06 wall_t:2203 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.234 +2026-01-07 11:01:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.75 total_reward_ma:-9.16 loss:-0.01486 fps:1367 +frame:3.02e+06 wall_t:2210 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.268 +2026-01-07 11:01:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.72 total_reward_ma:-9.16 loss:-0.01619 fps:1367 +frame:3.03e+06 wall_t:2217 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.236 +2026-01-07 11:01:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.71 total_reward_ma:-9.15 loss:-0.01245 fps:1367 +frame:3.04e+06 wall_t:2224 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.263 +2026-01-07 11:01:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-9.15 loss:-0.01115 fps:1367 +frame:3.05e+06 wall_t:2231 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.27 +2026-01-07 11:01:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.79 total_reward_ma:-9.15 loss:-0.01076 fps:1367 +frame:3.06e+06 wall_t:2239 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.295 +2026-01-07 11:01:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-9.14 loss:-0.01294 fps:1367 +frame:3.07e+06 wall_t:2246 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.297 +2026-01-07 11:01:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-9.14 loss:-0.00937 fps:1368 +frame:3.08e+06 wall_t:2252 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.26 +2026-01-07 11:01:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.88 total_reward_ma:-9.14 loss:-0.01 fps:1368 +frame:3.09e+06 wall_t:2259 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.211 +2026-01-07 11:01:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.13 loss:-0.009184 fps:1367 +frame:3.10e+06 wall_t:2267 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.226 +2026-01-07 11:02:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-9.13 loss:-0.009929 fps:1368 +frame:3.11e+06 wall_t:2274 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.249 +2026-01-07 11:02:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-9.13 loss:-0.01142 fps:1367 +frame:3.12e+06 wall_t:2282 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.277 +2026-01-07 11:02:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.86 total_reward_ma:-9.13 loss:-0.01463 fps:1367 +frame:3.13e+06 wall_t:2289 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.282 +2026-01-07 11:02:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.13 loss:-0.01062 fps:1368 +frame:3.14e+06 wall_t:2296 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.238 +2026-01-07 11:02:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.13 loss:-0.009349 fps:1368 +frame:3.15e+06 wall_t:2302 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.292 +2026-01-07 11:02:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.12 loss:-0.01091 fps:1369 +frame:3.16e+06 wall_t:2309 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.274 +2026-01-07 11:02:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.12 loss:-0.0116 fps:1368 +frame:3.17e+06 wall_t:2317 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.229 +2026-01-07 11:02:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-9.12 loss:-0.01439 fps:1368 +frame:3.18e+06 wall_t:2324 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.186 +2026-01-07 11:03:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.12 loss:-0.0122 fps:1369 +frame:3.19e+06 wall_t:2331 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.298 +2026-01-07 11:03:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.12 loss:-0.01309 fps:1369 +frame:3.20e+06 wall_t:2338 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.264 +2026-01-07 11:03:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-9.12 loss:-0.01117 fps:1369 +frame:3.21e+06 wall_t:2345 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.298 +2026-01-07 11:03:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.93 total_reward_ma:-9.12 loss:-0.0128 fps:1369 +frame:3.22e+06 wall_t:2352 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.251 +2026-01-07 11:03:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.12 loss:-0.01031 fps:1369 +frame:3.23e+06 wall_t:2359 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.314 +2026-01-07 11:03:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.11 loss:-0.01143 fps:1369 +frame:3.24e+06 wall_t:2367 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.294 +2026-01-07 11:03:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.11 loss:-0.01182 fps:1370 +frame:3.25e+06 wall_t:2373 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.326 +2026-01-07 11:03:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.97 total_reward_ma:-9.11 loss:-0.01222 fps:1370 +frame:3.26e+06 wall_t:2380 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.264 +2026-01-07 11:03:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.11 loss:-0.01355 fps:1369 +frame:3.27e+06 wall_t:2388 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.293 +2026-01-07 11:04:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.11 loss:-0.01275 fps:1370 +frame:3.28e+06 wall_t:2395 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.258 +2026-01-07 11:04:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.11 loss:-0.0113 fps:1370 +frame:3.29e+06 wall_t:2402 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.312 +2026-01-07 11:04:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-9.11 loss:-0.01104 fps:1370 +frame:3.30e+06 wall_t:2409 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.294 +2026-01-07 11:04:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.02 total_reward_ma:-9.11 loss:-0.01121 fps:1369 +frame:3.31e+06 wall_t:2417 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.31 +2026-01-07 11:04:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.97 total_reward_ma:-9.10 loss:-0.01255 fps:1370 +frame:3.32e+06 wall_t:2424 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.294 +2026-01-07 11:04:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-9.10 loss:-0.01219 fps:1370 +frame:3.33e+06 wall_t:2431 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.295 +2026-01-07 11:04:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-9.10 loss:-0.01086 fps:1370 +frame:3.34e+06 wall_t:2438 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.275 +2026-01-07 11:04:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.93 total_reward_ma:-9.10 loss:-0.01236 fps:1370 +frame:3.35e+06 wall_t:2446 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.307 +2026-01-07 11:05:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.93 total_reward_ma:-9.09 loss:-0.01118 fps:1370 +frame:3.36e+06 wall_t:2453 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.348 +2026-01-07 11:05:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.95 total_reward_ma:-9.09 loss:-0.01085 fps:1370 +frame:3.37e+06 wall_t:2460 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.319 +2026-01-07 11:05:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-9.09 loss:-0.01303 fps:1370 +frame:3.38e+06 wall_t:2468 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.317 +2026-01-07 11:05:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.08 loss:-0.01352 fps:1369 +frame:3.39e+06 wall_t:2476 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.326 +2026-01-07 11:05:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-9.08 loss:-0.0131 fps:1368 +frame:3.40e+06 wall_t:2485 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.282 +2026-01-07 11:05:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.98 total_reward_ma:-9.08 loss:-0.01091 fps:1368 +frame:3.41e+06 wall_t:2492 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.326 +2026-01-07 11:05:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-9.07 loss:-0.01158 fps:1369 +frame:3.42e+06 wall_t:2499 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.277 +2026-01-07 11:05:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-9.07 loss:-0.01069 fps:1368 +frame:3.43e+06 wall_t:2507 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.281 +2026-01-07 11:06:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-9.07 loss:-0.01671 fps:1368 +frame:3.44e+06 wall_t:2514 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.297 +2026-01-07 11:06:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.88 total_reward_ma:-9.06 loss:-0.01212 fps:1368 +frame:3.45e+06 wall_t:2522 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.269 +2026-01-07 11:06:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.85 total_reward_ma:-9.05 loss:-0.01173 fps:1368 +frame:3.46e+06 wall_t:2529 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.32 +2026-01-07 11:06:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.86 total_reward_ma:-9.05 loss:-0.01421 fps:1368 +frame:3.47e+06 wall_t:2536 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.271 +2026-01-07 11:06:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.88 total_reward_ma:-9.04 loss:-0.01277 fps:1368 +frame:3.48e+06 wall_t:2543 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.265 +2026-01-07 11:06:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-9.04 loss:-0.01285 fps:1369 +frame:3.49e+06 wall_t:2550 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.271 +2026-01-07 11:06:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.86 total_reward_ma:-9.04 loss:-0.01514 fps:1368 +frame:3.50e+06 wall_t:2558 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.259 +2026-01-07 11:06:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-9.03 loss:-0.01238 fps:1368 +frame:3.51e+06 wall_t:2565 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.312 +2026-01-07 11:07:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-9.02 loss:-0.01279 fps:1368 +frame:3.52e+06 wall_t:2573 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.34 +2026-01-07 11:07:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.78 total_reward_ma:-9.02 loss:-0.01343 fps:1368 +frame:3.53e+06 wall_t:2580 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.315 +2026-01-07 11:07:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.78 total_reward_ma:-9.01 loss:-0.01039 fps:1368 +frame:3.54e+06 wall_t:2587 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.276 +2026-01-07 11:07:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.76 total_reward_ma:-9.01 loss:-0.01314 fps:1370 +frame:3.55e+06 wall_t:2592 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.305 +2026-01-07 11:07:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.75 total_reward_ma:-9.00 loss:-0.01273 fps:1370 +frame:3.56e+06 wall_t:2598 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.317 +2026-01-07 11:07:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.78 total_reward_ma:-8.99 loss:-0.01578 fps:1371 +frame:3.57e+06 wall_t:2604 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.314 +2026-01-07 11:07:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-8.99 loss:-0.01018 fps:1372 +frame:3.58e+06 wall_t:2609 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.324 +2026-01-07 11:07:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-8.99 loss:-0.01308 fps:1373 +frame:3.59e+06 wall_t:2614 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.321 +2026-01-07 11:07:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.85 total_reward_ma:-8.98 loss:-0.0135 fps:1375 +frame:3.60e+06 wall_t:2619 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.276 +2026-01-07 11:07:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-8.98 loss:-0.01265 fps:1375 +frame:3.61e+06 wall_t:2625 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.283 +2026-01-07 11:08:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-8.97 loss:-0.014 fps:1376 +frame:3.62e+06 wall_t:2631 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.266 +2026-01-07 11:08:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-8.97 loss:-0.01028 fps:1377 +frame:3.63e+06 wall_t:2636 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.331 +2026-01-07 11:08:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-8.96 loss:-0.01338 fps:1377 +frame:3.64e+06 wall_t:2643 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.313 +2026-01-07 11:08:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-8.96 loss:-0.01318 fps:1377 +frame:3.65e+06 wall_t:2651 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.256 +2026-01-07 11:08:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-8.95 loss:-0.01116 fps:1377 +frame:3.66e+06 wall_t:2657 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.293 +2026-01-07 11:08:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.86 total_reward_ma:-8.95 loss:-0.01511 fps:1378 +frame:3.67e+06 wall_t:2663 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.271 +2026-01-07 11:08:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-8.94 loss:-0.01227 fps:1378 +frame:3.68e+06 wall_t:2671 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.299 +2026-01-07 11:08:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.90 total_reward_ma:-8.94 loss:-0.0106 fps:1378 +frame:3.69e+06 wall_t:2677 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.318 +2026-01-07 11:08:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.97 total_reward_ma:-8.93 loss:-0.01056 fps:1379 +frame:3.70e+06 wall_t:2684 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.244 +2026-01-07 11:09:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-8.93 loss:-0.009289 fps:1379 +frame:3.71e+06 wall_t:2690 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.295 +2026-01-07 11:09:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.92 total_reward_ma:-8.93 loss:-0.01311 fps:1380 +frame:3.72e+06 wall_t:2696 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.314 +2026-01-07 11:09:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.92 total_reward_ma:-8.93 loss:-0.01364 fps:1380 +frame:3.73e+06 wall_t:2703 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.305 +2026-01-07 11:09:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-8.92 loss:-0.0123 fps:1381 +frame:3.74e+06 wall_t:2709 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.32 +2026-01-07 11:09:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-8.92 loss:-0.01196 fps:1381 +frame:3.75e+06 wall_t:2716 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.315 +2026-01-07 11:09:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-8.92 loss:-0.01379 fps:1381 +frame:3.76e+06 wall_t:2722 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.321 +2026-01-07 11:09:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-8.91 loss:-0.01486 fps:1382 +frame:3.77e+06 wall_t:2728 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.307 +2026-01-07 11:09:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.00 total_reward_ma:-8.91 loss:-0.01038 fps:1382 +frame:3.78e+06 wall_t:2735 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.343 +2026-01-07 11:09:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.04 total_reward_ma:-8.91 loss:-0.01231 fps:1383 +frame:3.79e+06 wall_t:2741 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.302 +2026-01-07 11:09:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.03 total_reward_ma:-8.91 loss:-0.01479 fps:1383 +frame:3.80e+06 wall_t:2747 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.299 +2026-01-07 11:10:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.07 total_reward_ma:-8.91 loss:-0.01447 fps:1384 +frame:3.81e+06 wall_t:2753 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.319 +2026-01-07 11:10:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-9.01 total_reward_ma:-8.91 loss:-0.01441 fps:1384 +frame:3.82e+06 wall_t:2760 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.352 +2026-01-07 11:10:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.96 total_reward_ma:-8.90 loss:-0.01238 fps:1385 +frame:3.83e+06 wall_t:2766 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.314 +2026-01-07 11:10:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.97 total_reward_ma:-8.90 loss:-0.01176 fps:1385 +frame:3.84e+06 wall_t:2773 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.327 +2026-01-07 11:10:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.94 total_reward_ma:-8.90 loss:-0.01156 fps:1385 +frame:3.85e+06 wall_t:2779 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.347 +2026-01-07 11:10:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.93 total_reward_ma:-8.90 loss:-0.01223 fps:1386 +frame:3.86e+06 wall_t:2785 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.361 +2026-01-07 11:10:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.93 total_reward_ma:-8.90 loss:-0.01215 fps:1387 +frame:3.87e+06 wall_t:2791 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.31 +2026-01-07 11:10:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.99 total_reward_ma:-8.90 loss:-0.01321 fps:1387 +frame:3.88e+06 wall_t:2798 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.263 +2026-01-07 11:10:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.97 total_reward_ma:-8.90 loss:-0.01191 fps:1387 +frame:3.89e+06 wall_t:2804 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.288 +2026-01-07 11:11:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.91 total_reward_ma:-8.90 loss:-0.01169 fps:1388 +frame:3.90e+06 wall_t:2810 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.294 +2026-01-07 11:11:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.92 total_reward_ma:-8.90 loss:-0.009766 fps:1388 +frame:3.91e+06 wall_t:2817 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.321 +2026-01-07 11:11:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.92 total_reward_ma:-8.90 loss:-0.01011 fps:1389 +frame:3.92e+06 wall_t:2823 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.286 +2026-01-07 11:11:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.89 total_reward_ma:-8.90 loss:-0.01501 fps:1389 +frame:3.93e+06 wall_t:2829 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.291 +2026-01-07 11:11:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-8.90 loss:-0.01161 fps:1390 +frame:3.94e+06 wall_t:2835 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.262 +2026-01-07 11:11:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-8.90 loss:-0.01464 fps:1390 +frame:3.95e+06 wall_t:2841 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.29 +2026-01-07 11:11:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.87 total_reward_ma:-8.90 loss:-0.01341 fps:1390 +frame:3.96e+06 wall_t:2848 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.321 +2026-01-07 11:11:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.84 total_reward_ma:-8.90 loss:-0.01405 fps:1391 +frame:3.97e+06 wall_t:2854 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.332 +2026-01-07 11:11:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-8.90 loss:-0.01167 fps:1391 +frame:3.98e+06 wall_t:2861 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.331 +2026-01-07 11:11:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.83 total_reward_ma:-8.90 loss:-0.01319 fps:1392 +frame:3.99e+06 wall_t:2867 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.258 +2026-01-07 11:12:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.80 total_reward_ma:-8.90 loss:-0.01377 fps:1392 +frame:4.00e+06 wall_t:2874 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.291 +2026-01-07 11:12:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.76 total_reward_ma:-8.90 loss:-0.01772 fps:1392 +frame:4.01e+06 wall_t:2881 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.28 +2026-01-07 11:12:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.75 total_reward_ma:-8.90 loss:-0.01464 fps:1392 +frame:4.02e+06 wall_t:2887 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.312 +2026-01-07 11:12:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-8.90 loss:-0.01454 fps:1393 +frame:4.03e+06 wall_t:2893 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.294 +2026-01-07 11:12:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.72 total_reward_ma:-8.90 loss:-0.01381 fps:1394 +frame:4.04e+06 wall_t:2899 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.298 +2026-01-07 11:12:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.69 total_reward_ma:-8.90 loss:-0.01297 fps:1394 +frame:4.05e+06 wall_t:2906 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.295 +2026-01-07 11:12:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.67 total_reward_ma:-8.90 loss:-0.0144 fps:1394 +frame:4.06e+06 wall_t:2912 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.287 +2026-01-07 11:12:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.70 total_reward_ma:-8.90 loss:-0.01351 fps:1394 +frame:4.07e+06 wall_t:2919 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.351 +2026-01-07 11:12:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.71 total_reward_ma:-8.89 loss:-0.01589 fps:1395 +frame:4.08e+06 wall_t:2925 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.353 +2026-01-07 11:13:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-8.89 loss:-0.01266 fps:1395 +frame:4.09e+06 wall_t:2932 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.277 +2026-01-07 11:13:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.69 total_reward_ma:-8.89 loss:-0.01194 fps:1396 +frame:4.10e+06 wall_t:2937 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.324 +2026-01-07 11:13:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.89 loss:-0.01306 fps:1396 +frame:4.11e+06 wall_t:2944 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.314 +2026-01-07 11:13:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.89 loss:-0.01178 fps:1397 +frame:4.12e+06 wall_t:2950 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.319 +2026-01-07 11:13:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.64 total_reward_ma:-8.88 loss:-0.01384 fps:1397 +frame:4.13e+06 wall_t:2957 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.291 +2026-01-07 11:13:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.60 total_reward_ma:-8.88 loss:-0.01173 fps:1397 +frame:4.14e+06 wall_t:2963 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.335 +2026-01-07 11:13:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.59 total_reward_ma:-8.88 loss:-0.0136 fps:1397 +frame:4.15e+06 wall_t:2970 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.32 +2026-01-07 11:13:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.57 total_reward_ma:-8.88 loss:-0.01401 fps:1398 +frame:4.16e+06 wall_t:2976 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.335 +2026-01-07 11:13:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.57 total_reward_ma:-8.87 loss:-0.01174 fps:1398 +frame:4.17e+06 wall_t:2983 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.298 +2026-01-07 11:14:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.62 total_reward_ma:-8.87 loss:-0.01332 fps:1398 +frame:4.18e+06 wall_t:2991 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.343 +2026-01-07 11:14:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.64 total_reward_ma:-8.87 loss:-0.01099 fps:1398 +frame:4.19e+06 wall_t:2997 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.302 +2026-01-07 11:14:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.63 total_reward_ma:-8.86 loss:-0.01102 fps:1398 +frame:4.20e+06 wall_t:3004 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.293 +2026-01-07 11:14:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.60 total_reward_ma:-8.86 loss:-0.01336 fps:1398 +frame:4.21e+06 wall_t:3011 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.315 +2026-01-07 11:14:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-8.86 loss:-0.01172 fps:1398 +frame:4.22e+06 wall_t:3018 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.337 +2026-01-07 11:14:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.71 total_reward_ma:-8.85 loss:-0.01188 fps:1398 +frame:4.23e+06 wall_t:3025 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.307 +2026-01-07 11:14:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.70 total_reward_ma:-8.85 loss:-0.01139 fps:1398 +frame:4.24e+06 wall_t:3032 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.289 +2026-01-07 11:14:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.85 loss:-0.01198 fps:1399 +frame:4.25e+06 wall_t:3038 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.328 +2026-01-07 11:14:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.70 total_reward_ma:-8.85 loss:-0.01223 fps:1399 +frame:4.26e+06 wall_t:3045 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.285 +2026-01-07 11:15:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.67 total_reward_ma:-8.84 loss:-0.01431 fps:1400 +frame:4.27e+06 wall_t:3051 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.298 +2026-01-07 11:15:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.70 total_reward_ma:-8.84 loss:-0.01254 fps:1400 +frame:4.28e+06 wall_t:3057 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.333 +2026-01-07 11:15:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-8.84 loss:-0.01216 fps:1400 +frame:4.29e+06 wall_t:3064 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.284 +2026-01-07 11:15:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.72 total_reward_ma:-8.83 loss:-0.01442 fps:1401 +frame:4.30e+06 wall_t:3070 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.283 +2026-01-07 11:15:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.74 total_reward_ma:-8.83 loss:-0.01116 fps:1401 +frame:4.31e+06 wall_t:3077 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.313 +2026-01-07 11:15:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.74 total_reward_ma:-8.83 loss:-0.01375 fps:1401 +frame:4.32e+06 wall_t:3084 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.266 +2026-01-07 11:15:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.77 total_reward_ma:-8.83 loss:-0.01255 fps:1401 +frame:4.33e+06 wall_t:3091 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.259 +2026-01-07 11:15:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.78 total_reward_ma:-8.83 loss:-0.01263 fps:1401 +frame:4.34e+06 wall_t:3098 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.284 +2026-01-07 11:15:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.78 total_reward_ma:-8.82 loss:-0.009857 fps:1401 +frame:4.35e+06 wall_t:3105 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.222 +2026-01-07 11:16:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.80 total_reward_ma:-8.82 loss:-0.01646 fps:1401 +frame:4.36e+06 wall_t:3111 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.263 +2026-01-07 11:16:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.79 total_reward_ma:-8.82 loss:-0.0136 fps:1402 +frame:4.37e+06 wall_t:3118 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.285 +2026-01-07 11:16:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-8.82 loss:-0.01375 fps:1402 +frame:4.38e+06 wall_t:3125 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.268 +2026-01-07 11:16:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.81 total_reward_ma:-8.82 loss:-0.01073 fps:1402 +frame:4.39e+06 wall_t:3132 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.307 +2026-01-07 11:16:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.78 total_reward_ma:-8.82 loss:-0.01334 fps:1402 +frame:4.40e+06 wall_t:3138 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.272 +2026-01-07 11:16:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.82 total_reward_ma:-8.81 loss:-0.01202 fps:1402 +frame:4.41e+06 wall_t:3145 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.239 +2026-01-07 11:16:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.81 total_reward_ma:-8.81 loss:-0.01236 fps:1403 +frame:4.42e+06 wall_t:3151 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.321 +2026-01-07 11:16:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.81 total_reward_ma:-8.81 loss:-0.01256 fps:1403 +frame:4.43e+06 wall_t:3157 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.24 +2026-01-07 11:16:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.78 total_reward_ma:-8.81 loss:-0.01298 fps:1404 +frame:4.44e+06 wall_t:3163 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.239 +2026-01-07 11:17:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-8.81 loss:-0.009822 fps:1404 +frame:4.45e+06 wall_t:3169 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.175 +2026-01-07 11:17:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.74 total_reward_ma:-8.81 loss:-0.01298 fps:1405 +frame:4.46e+06 wall_t:3175 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.229 +2026-01-07 11:17:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.75 total_reward_ma:-8.81 loss:-0.01221 fps:1405 +frame:4.47e+06 wall_t:3182 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.252 +2026-01-07 11:17:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.73 total_reward_ma:-8.80 loss:-0.01198 fps:1405 +frame:4.48e+06 wall_t:3188 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.266 +2026-01-07 11:17:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.71 total_reward_ma:-8.80 loss:-0.01175 fps:1406 +frame:4.49e+06 wall_t:3194 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.28 +2026-01-07 11:17:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.65 total_reward_ma:-8.80 loss:-0.01242 fps:1406 +frame:4.50e+06 wall_t:3200 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.26 +2026-01-07 11:17:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.64 total_reward_ma:-8.80 loss:-0.01012 fps:1407 +frame:4.51e+06 wall_t:3206 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.259 +2026-01-07 11:17:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.68 total_reward_ma:-8.80 loss:-0.01043 fps:1407 +frame:4.52e+06 wall_t:3213 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.24 +2026-01-07 11:17:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.69 total_reward_ma:-8.80 loss:-0.01131 fps:1407 +frame:4.53e+06 wall_t:3219 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.228 +2026-01-07 11:17:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.72 total_reward_ma:-8.80 loss:-0.01007 fps:1408 +frame:4.54e+06 wall_t:3225 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.226 +2026-01-07 11:18:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.72 total_reward_ma:-8.80 loss:-0.01201 fps:1408 +frame:4.55e+06 wall_t:3231 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.248 +2026-01-07 11:18:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.66 total_reward_ma:-8.79 loss:-0.01145 fps:1408 +frame:4.56e+06 wall_t:3238 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.255 +2026-01-07 11:18:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.67 total_reward_ma:-8.79 loss:-0.00984 fps:1409 +frame:4.57e+06 wall_t:3244 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.279 +2026-01-07 11:18:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.68 total_reward_ma:-8.79 loss:-0.01731 fps:1409 +frame:4.58e+06 wall_t:3250 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.282 +2026-01-07 11:18:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.68 total_reward_ma:-8.79 loss:-0.0135 fps:1409 +frame:4.59e+06 wall_t:3257 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.231 +2026-01-07 11:18:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.67 total_reward_ma:-8.79 loss:-0.01311 fps:1410 +frame:4.60e+06 wall_t:3263 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.245 +2026-01-07 11:18:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.57 total_reward_ma:-8.79 loss:-0.01267 fps:1410 +frame:4.61e+06 wall_t:3269 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.249 +2026-01-07 11:18:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.53 total_reward_ma:-8.78 loss:-0.01308 fps:1410 +frame:4.62e+06 wall_t:3276 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.243 +2026-01-07 11:18:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.54 total_reward_ma:-8.78 loss:-0.01189 fps:1411 +frame:4.63e+06 wall_t:3282 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.255 +2026-01-07 11:19:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.55 total_reward_ma:-8.78 loss:-0.01081 fps:1411 +frame:4.64e+06 wall_t:3289 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.26 +2026-01-07 11:19:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.55 total_reward_ma:-8.77 loss:-0.01154 fps:1411 +frame:4.65e+06 wall_t:3296 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.241 +2026-01-07 11:19:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.49 total_reward_ma:-8.77 loss:-0.01184 fps:1411 +frame:4.66e+06 wall_t:3303 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.258 +2026-01-07 11:19:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.50 total_reward_ma:-8.77 loss:-0.01006 fps:1411 +frame:4.67e+06 wall_t:3310 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.259 +2026-01-07 11:19:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.50 total_reward_ma:-8.76 loss:-0.01389 fps:1411 +frame:4.68e+06 wall_t:3316 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.229 +2026-01-07 11:19:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.52 total_reward_ma:-8.76 loss:-0.01331 fps:1411 +frame:4.69e+06 wall_t:3323 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.186 +2026-01-07 11:19:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.51 total_reward_ma:-8.75 loss:-0.01133 fps:1412 +frame:4.70e+06 wall_t:3329 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.299 +2026-01-07 11:19:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.47 total_reward_ma:-8.75 loss:-0.01287 fps:1412 +frame:4.71e+06 wall_t:3336 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.221 +2026-01-07 11:19:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.45 total_reward_ma:-8.75 loss:-0.009949 fps:1412 +frame:4.72e+06 wall_t:3343 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.293 +2026-01-07 11:20:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.49 total_reward_ma:-8.74 loss:-0.01659 fps:1412 +frame:4.73e+06 wall_t:3350 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.25 +2026-01-07 11:20:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.46 total_reward_ma:-8.74 loss:-0.01242 fps:1412 +frame:4.74e+06 wall_t:3356 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.24 +2026-01-07 11:20:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.43 total_reward_ma:-8.73 loss:-0.01084 fps:1412 +frame:4.75e+06 wall_t:3363 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.2 +2026-01-07 11:20:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.48 total_reward_ma:-8.73 loss:-0.011 fps:1413 +frame:4.76e+06 wall_t:3369 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.221 +2026-01-07 11:20:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.45 total_reward_ma:-8.72 loss:-0.01485 fps:1413 +frame:4.77e+06 wall_t:3376 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.231 +2026-01-07 11:20:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.45 total_reward_ma:-8.72 loss:-0.01146 fps:1414 +frame:4.78e+06 wall_t:3381 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.227 +2026-01-07 11:20:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.50 total_reward_ma:-8.71 loss:-0.009199 fps:1414 +frame:4.79e+06 wall_t:3388 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.238 +2026-01-07 11:20:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.70 loss:-0.0132 fps:1414 +frame:4.80e+06 wall_t:3394 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.191 +2026-01-07 11:20:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.70 loss:-0.01053 fps:1414 +frame:4.81e+06 wall_t:3401 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.205 +2026-01-07 11:20:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.69 loss:-0.01124 fps:1414 +frame:4.82e+06 wall_t:3408 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.211 +2026-01-07 11:21:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-8.69 loss:-0.01192 fps:1414 +frame:4.83e+06 wall_t:3415 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.152 +2026-01-07 11:21:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.39 total_reward_ma:-8.68 loss:-0.01285 fps:1415 +frame:4.84e+06 wall_t:3421 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.235 +2026-01-07 11:21:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-8.67 loss:-0.01059 fps:1415 +frame:4.85e+06 wall_t:3427 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.185 +2026-01-07 11:21:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-8.67 loss:-0.0103 fps:1415 +frame:4.86e+06 wall_t:3434 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.197 +2026-01-07 11:21:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.33 total_reward_ma:-8.66 loss:-0.01251 fps:1416 +frame:4.87e+06 wall_t:3440 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.168 +2026-01-07 11:21:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.32 total_reward_ma:-8.66 loss:-0.01081 fps:1416 +frame:4.88e+06 wall_t:3447 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.209 +2026-01-07 11:21:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.65 loss:-0.01129 fps:1416 +frame:4.89e+06 wall_t:3453 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.194 +2026-01-07 11:21:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.64 loss:-0.0102 fps:1416 +frame:4.90e+06 wall_t:3460 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.212 +2026-01-07 11:21:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.64 loss:-0.01122 fps:1416 +frame:4.91e+06 wall_t:3468 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.219 +2026-01-07 11:22:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.22 total_reward_ma:-8.63 loss:-0.009846 fps:1416 +frame:4.92e+06 wall_t:3474 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.241 +2026-01-07 11:22:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.25 total_reward_ma:-8.62 loss:-0.01311 fps:1416 +frame:4.93e+06 wall_t:3481 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.262 +2026-01-07 11:22:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.16 total_reward_ma:-8.62 loss:-0.01343 fps:1416 +frame:4.94e+06 wall_t:3488 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.229 +2026-01-07 11:22:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.61 loss:-0.01423 fps:1417 +frame:4.95e+06 wall_t:3494 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.182 +2026-01-07 11:22:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.20 total_reward_ma:-8.60 loss:-0.012 fps:1417 +frame:4.96e+06 wall_t:3501 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.183 +2026-01-07 11:22:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.60 loss:-0.0103 fps:1417 +frame:4.97e+06 wall_t:3507 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.235 +2026-01-07 11:22:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.59 loss:-0.009419 fps:1417 +frame:4.98e+06 wall_t:3514 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.251 +2026-01-07 11:22:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.14 total_reward_ma:-8.58 loss:-0.01269 fps:1417 +frame:4.99e+06 wall_t:3521 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.255 +2026-01-07 11:22:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.10 total_reward_ma:-8.57 loss:-0.01012 fps:1417 +frame:5.00e+06 wall_t:3528 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.234 +2026-01-07 11:23:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.57 loss:-0.01112 fps:1418 +frame:5.01e+06 wall_t:3534 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.212 +2026-01-07 11:23:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.56 loss:-0.01062 fps:1418 +frame:5.02e+06 wall_t:3540 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.288 +2026-01-07 11:23:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.56 loss:-0.01095 fps:1418 +frame:5.03e+06 wall_t:3547 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.254 +2026-01-07 11:23:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.55 loss:-0.01028 fps:1418 +frame:5.04e+06 wall_t:3554 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.223 +2026-01-07 11:23:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.55 loss:-0.01262 fps:1418 +frame:5.05e+06 wall_t:3561 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.191 +2026-01-07 11:23:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.54 loss:-0.01237 fps:1418 +frame:5.06e+06 wall_t:3568 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.232 +2026-01-07 11:23:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.23 total_reward_ma:-8.54 loss:-0.01228 fps:1419 +frame:5.07e+06 wall_t:3574 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.199 +2026-01-07 11:23:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.15 total_reward_ma:-8.53 loss:-0.01494 fps:1419 +frame:5.08e+06 wall_t:3581 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.197 +2026-01-07 11:23:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.16 total_reward_ma:-8.53 loss:-0.01128 fps:1419 +frame:5.09e+06 wall_t:3587 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.199 +2026-01-07 11:24:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.15 total_reward_ma:-8.52 loss:-0.01003 fps:1419 +frame:5.10e+06 wall_t:3593 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.205 +2026-01-07 11:24:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.16 total_reward_ma:-8.52 loss:-0.009927 fps:1420 +frame:5.11e+06 wall_t:3599 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.192 +2026-01-07 11:24:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.51 loss:-0.0106 fps:1420 +frame:5.12e+06 wall_t:3605 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.182 +2026-01-07 11:24:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.51 loss:-0.01157 fps:1421 +frame:5.13e+06 wall_t:3611 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.166 +2026-01-07 11:24:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.11 total_reward_ma:-8.50 loss:-0.01113 fps:1421 +frame:5.14e+06 wall_t:3617 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.258 +2026-01-07 11:24:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.12 total_reward_ma:-8.50 loss:-0.01315 fps:1421 +frame:5.15e+06 wall_t:3624 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.235 +2026-01-07 11:24:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.20 total_reward_ma:-8.49 loss:-0.0125 fps:1421 +frame:5.16e+06 wall_t:3630 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.231 +2026-01-07 11:24:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.24 total_reward_ma:-8.49 loss:-0.01246 fps:1422 +frame:5.17e+06 wall_t:3636 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.213 +2026-01-07 11:24:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.49 loss:-0.0113 fps:1422 +frame:5.18e+06 wall_t:3643 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.23 +2026-01-07 11:25:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.43 total_reward_ma:-8.48 loss:-0.01539 fps:1422 +frame:5.19e+06 wall_t:3649 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.238 +2026-01-07 11:25:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-8.48 loss:-0.01072 fps:1422 +frame:5.20e+06 wall_t:3656 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.238 +2026-01-07 11:25:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.48 loss:-0.01279 fps:1423 +frame:5.21e+06 wall_t:3662 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.215 +2026-01-07 11:25:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-8.48 loss:-0.01253 fps:1423 +frame:5.22e+06 wall_t:3669 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.205 +2026-01-07 11:25:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-8.47 loss:-0.01244 fps:1423 +frame:5.23e+06 wall_t:3675 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.268 +2026-01-07 11:25:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-8.47 loss:-0.01351 fps:1423 +frame:5.24e+06 wall_t:3682 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.218 +2026-01-07 11:25:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.43 total_reward_ma:-8.47 loss:-0.01151 fps:1423 +frame:5.25e+06 wall_t:3689 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.262 +2026-01-07 11:25:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.44 total_reward_ma:-8.46 loss:-0.01123 fps:1423 +frame:5.26e+06 wall_t:3696 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.265 +2026-01-07 11:25:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.46 loss:-0.01215 fps:1423 +frame:5.27e+06 wall_t:3703 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.259 +2026-01-07 11:26:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.47 total_reward_ma:-8.46 loss:-0.0114 fps:1423 +frame:5.28e+06 wall_t:3710 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.264 +2026-01-07 11:26:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.44 total_reward_ma:-8.46 loss:-0.01003 fps:1423 +frame:5.29e+06 wall_t:3717 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.238 +2026-01-07 11:26:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.43 total_reward_ma:-8.45 loss:-0.01221 fps:1424 +frame:5.30e+06 wall_t:3723 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.237 +2026-01-07 11:26:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.38 total_reward_ma:-8.45 loss:-0.01294 fps:1424 +frame:5.31e+06 wall_t:3730 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.286 +2026-01-07 11:26:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-8.45 loss:-0.01098 fps:1424 +frame:5.32e+06 wall_t:3737 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.276 +2026-01-07 11:26:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.38 total_reward_ma:-8.44 loss:-0.01319 fps:1424 +frame:5.33e+06 wall_t:3744 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.246 +2026-01-07 11:26:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.34 total_reward_ma:-8.44 loss:-0.01391 fps:1424 +frame:5.34e+06 wall_t:3751 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.258 +2026-01-07 11:26:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.43 loss:-0.01263 fps:1424 +frame:5.35e+06 wall_t:3757 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.184 +2026-01-07 11:26:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.37 total_reward_ma:-8.43 loss:-0.01193 fps:1424 +frame:5.36e+06 wall_t:3764 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.187 +2026-01-07 11:27:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.35 total_reward_ma:-8.43 loss:-0.01132 fps:1424 +frame:5.37e+06 wall_t:3770 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.207 +2026-01-07 11:27:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.38 total_reward_ma:-8.42 loss:-0.009439 fps:1425 +frame:5.38e+06 wall_t:3776 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.214 +2026-01-07 11:27:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-8.42 loss:-0.01195 fps:1425 +frame:5.39e+06 wall_t:3782 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.281 +2026-01-07 11:27:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.40 total_reward_ma:-8.41 loss:-0.01365 fps:1425 +frame:5.40e+06 wall_t:3789 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.248 +2026-01-07 11:27:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.38 total_reward_ma:-8.41 loss:-0.01133 fps:1425 +frame:5.41e+06 wall_t:3796 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.23 +2026-01-07 11:27:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.42 total_reward_ma:-8.40 loss:-0.01288 fps:1425 +frame:5.42e+06 wall_t:3803 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.231 +2026-01-07 11:27:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.39 total_reward_ma:-8.40 loss:-0.01106 fps:1425 +frame:5.43e+06 wall_t:3810 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.2 +2026-01-07 11:27:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.36 total_reward_ma:-8.40 loss:-0.01188 fps:1426 +frame:5.44e+06 wall_t:3816 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.223 +2026-01-07 11:27:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.32 total_reward_ma:-8.39 loss:-0.0133 fps:1426 +frame:5.45e+06 wall_t:3823 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.224 +2026-01-07 11:28:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.31 total_reward_ma:-8.39 loss:-0.01084 fps:1426 +frame:5.46e+06 wall_t:3830 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.233 +2026-01-07 11:28:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.32 total_reward_ma:-8.38 loss:-0.01166 fps:1426 +frame:5.47e+06 wall_t:3836 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.26 +2026-01-07 11:28:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.29 total_reward_ma:-8.38 loss:-0.009918 fps:1426 +frame:5.48e+06 wall_t:3842 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.219 +2026-01-07 11:28:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.27 total_reward_ma:-8.37 loss:-0.01223 fps:1426 +frame:5.49e+06 wall_t:3849 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.15 +2026-01-07 11:28:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.26 total_reward_ma:-8.37 loss:-0.01284 fps:1427 +frame:5.50e+06 wall_t:3855 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.242 +2026-01-07 11:28:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.19 total_reward_ma:-8.37 loss:-0.01027 fps:1427 +frame:5.51e+06 wall_t:3861 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.211 +2026-01-07 11:28:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.23 total_reward_ma:-8.36 loss:-0.01246 fps:1427 +frame:5.52e+06 wall_t:3868 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.193 +2026-01-07 11:28:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-8.36 loss:-0.01152 fps:1427 +frame:5.53e+06 wall_t:3874 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.282 +2026-01-07 11:28:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.20 total_reward_ma:-8.35 loss:-0.0118 fps:1428 +frame:5.54e+06 wall_t:3880 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.256 +2026-01-07 11:28:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.19 total_reward_ma:-8.35 loss:-0.01483 fps:1428 +frame:5.55e+06 wall_t:3886 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.226 +2026-01-07 11:29:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.34 loss:-0.01206 fps:1428 +frame:5.56e+06 wall_t:3893 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.204 +2026-01-07 11:29:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.14 total_reward_ma:-8.34 loss:-0.009684 fps:1429 +frame:5.57e+06 wall_t:3899 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.213 +2026-01-07 11:29:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.18 total_reward_ma:-8.33 loss:-0.009362 fps:1429 +frame:5.58e+06 wall_t:3905 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.171 +2026-01-07 11:29:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.21 total_reward_ma:-8.33 loss:-0.009462 fps:1429 +frame:5.59e+06 wall_t:3911 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.192 +2026-01-07 11:29:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.23 total_reward_ma:-8.32 loss:-0.01088 fps:1429 +frame:5.60e+06 wall_t:3918 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.153 +2026-01-07 11:29:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.17 total_reward_ma:-8.32 loss:-0.01118 fps:1430 +frame:5.61e+06 wall_t:3924 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.225 +2026-01-07 11:29:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.19 total_reward_ma:-8.31 loss:-0.01496 fps:1430 +frame:5.62e+06 wall_t:3931 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.197 +2026-01-07 11:29:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.13 total_reward_ma:-8.31 loss:-0.0106 fps:1430 +frame:5.63e+06 wall_t:3937 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.162 +2026-01-07 11:29:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.12 total_reward_ma:-8.31 loss:-0.01034 fps:1430 +frame:5.64e+06 wall_t:3943 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.194 +2026-01-07 11:30:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.11 total_reward_ma:-8.30 loss:-0.01257 fps:1431 +frame:5.65e+06 wall_t:3949 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.173 +2026-01-07 11:30:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.06 total_reward_ma:-8.30 loss:-0.01042 fps:1431 +frame:5.66e+06 wall_t:3955 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.198 +2026-01-07 11:30:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-8.06 total_reward_ma:-8.29 loss:-0.01272 fps:1431 +frame:5.67e+06 wall_t:3962 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.213 +2026-01-07 11:30:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.98 total_reward_ma:-8.29 loss:-0.01187 fps:1431 +frame:5.68e+06 wall_t:3968 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.242 +2026-01-07 11:30:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.90 total_reward_ma:-8.28 loss:-0.01558 fps:1431 +frame:5.69e+06 wall_t:3975 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.293 +2026-01-07 11:30:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.84 total_reward_ma:-8.28 loss:-0.01257 fps:1432 +frame:5.70e+06 wall_t:3981 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.266 +2026-01-07 11:30:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.84 total_reward_ma:-8.27 loss:-0.01112 fps:1432 +frame:5.71e+06 wall_t:3988 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.215 +2026-01-07 11:30:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.88 total_reward_ma:-8.26 loss:-0.01208 fps:1433 +frame:5.72e+06 wall_t:3993 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.237 +2026-01-07 11:30:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.95 total_reward_ma:-8.26 loss:-0.0138 fps:1433 +frame:5.73e+06 wall_t:3999 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.279 +2026-01-07 11:30:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.91 total_reward_ma:-8.25 loss:-0.01469 fps:1433 +frame:5.74e+06 wall_t:4006 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.269 +2026-01-07 11:31:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.90 total_reward_ma:-8.25 loss:-0.0102 fps:1433 +frame:5.75e+06 wall_t:4013 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.255 +2026-01-07 11:31:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.89 total_reward_ma:-8.24 loss:-0.009509 fps:1433 +frame:5.76e+06 wall_t:4019 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.252 +2026-01-07 11:31:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.84 total_reward_ma:-8.24 loss:-0.01059 fps:1434 +frame:5.77e+06 wall_t:4025 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.259 +2026-01-07 11:31:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.82 total_reward_ma:-8.23 loss:-0.01106 fps:1434 +frame:5.78e+06 wall_t:4032 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.175 +2026-01-07 11:31:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.82 total_reward_ma:-8.22 loss:-0.01003 fps:1434 +frame:5.79e+06 wall_t:4038 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.218 +2026-01-07 11:31:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.84 total_reward_ma:-8.22 loss:-0.01382 fps:1434 +frame:5.80e+06 wall_t:4045 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.243 +2026-01-07 11:31:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.82 total_reward_ma:-8.21 loss:-0.01305 fps:1434 +frame:5.81e+06 wall_t:4051 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.216 +2026-01-07 11:31:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.75 total_reward_ma:-8.20 loss:-0.01658 fps:1434 +frame:5.82e+06 wall_t:4058 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.188 +2026-01-07 11:31:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.64 total_reward_ma:-8.20 loss:-0.01154 fps:1435 +frame:5.83e+06 wall_t:4064 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.227 +2026-01-07 11:32:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-8.19 loss:-0.008514 fps:1435 +frame:5.84e+06 wall_t:4071 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.194 +2026-01-07 11:32:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-8.18 loss:-0.01123 fps:1435 +frame:5.85e+06 wall_t:4077 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.221 +2026-01-07 11:32:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.58 total_reward_ma:-8.17 loss:-0.01151 fps:1435 +frame:5.86e+06 wall_t:4083 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.26 +2026-01-07 11:32:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.58 total_reward_ma:-8.16 loss:-0.01111 fps:1435 +frame:5.87e+06 wall_t:4090 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.185 +2026-01-07 11:32:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.54 total_reward_ma:-8.16 loss:-0.009417 fps:1435 +frame:5.88e+06 wall_t:4097 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.144 +2026-01-07 11:32:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-8.15 loss:-0.01112 fps:1436 +frame:5.89e+06 wall_t:4103 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.221 +2026-01-07 11:32:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-8.14 loss:-0.01384 fps:1436 +frame:5.90e+06 wall_t:4109 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.191 +2026-01-07 11:32:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.42 total_reward_ma:-8.13 loss:-0.01033 fps:1436 +frame:5.91e+06 wall_t:4115 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.223 +2026-01-07 11:32:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.41 total_reward_ma:-8.13 loss:-0.0103 fps:1436 +frame:5.92e+06 wall_t:4122 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.172 +2026-01-07 11:33:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-8.12 loss:-0.011 fps:1436 +frame:5.93e+06 wall_t:4129 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.196 +2026-01-07 11:33:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-8.11 loss:-0.01218 fps:1436 +frame:5.94e+06 wall_t:4136 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.134 +2026-01-07 11:33:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-8.10 loss:-0.01055 fps:1437 +frame:5.95e+06 wall_t:4142 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.173 +2026-01-07 11:33:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-8.10 loss:-0.01188 fps:1436 +frame:5.96e+06 wall_t:4149 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.195 +2026-01-07 11:33:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-8.09 loss:-0.01547 fps:1436 +frame:5.97e+06 wall_t:4156 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.16 +2026-01-07 11:33:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-8.08 loss:-0.01212 fps:1437 +frame:5.98e+06 wall_t:4162 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.181 +2026-01-07 11:33:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.48 total_reward_ma:-8.08 loss:-0.01534 fps:1437 +frame:5.99e+06 wall_t:4168 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.174 +2026-01-07 11:33:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-8.07 loss:-0.01302 fps:1437 +frame:6.00e+06 wall_t:4174 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.219 +2026-01-07 11:33:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-8.07 loss:-0.01424 fps:1437 +frame:6.01e+06 wall_t:4181 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 11:33:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-8.06 loss:-0.01117 fps:1438 +frame:6.02e+06 wall_t:4187 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 11:34:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-8.05 loss:-0.01084 fps:1438 +frame:6.03e+06 wall_t:4194 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 11:34:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-8.05 loss:-0.01507 fps:1438 +frame:6.04e+06 wall_t:4200 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 11:34:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-8.04 loss:-0.01141 fps:1438 +frame:6.05e+06 wall_t:4207 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.245 +2026-01-07 11:34:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.34 total_reward_ma:-8.03 loss:-0.01172 fps:1438 +frame:6.06e+06 wall_t:4213 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 11:34:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.33 total_reward_ma:-8.02 loss:-0.01116 fps:1438 +frame:6.07e+06 wall_t:4220 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.237 +2026-01-07 11:34:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.32 total_reward_ma:-8.01 loss:-0.01163 fps:1438 +frame:6.08e+06 wall_t:4227 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 11:34:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.33 total_reward_ma:-8.01 loss:-0.0108 fps:1439 +frame:6.09e+06 wall_t:4233 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 11:34:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.27 total_reward_ma:-8.00 loss:-0.01151 fps:1439 +frame:6.10e+06 wall_t:4240 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 11:34:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.30 total_reward_ma:-7.99 loss:-0.01376 fps:1439 +frame:6.11e+06 wall_t:4247 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 11:35:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.33 total_reward_ma:-7.98 loss:-0.01212 fps:1439 +frame:6.12e+06 wall_t:4253 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.238 +2026-01-07 11:35:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.38 total_reward_ma:-7.97 loss:-0.01113 fps:1439 +frame:6.13e+06 wall_t:4260 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.256 +2026-01-07 11:35:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.40 total_reward_ma:-7.97 loss:-0.01618 fps:1439 +frame:6.14e+06 wall_t:4266 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 11:35:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.96 loss:-0.01314 fps:1440 +frame:6.15e+06 wall_t:4272 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 11:35:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.95 loss:-0.01311 fps:1440 +frame:6.16e+06 wall_t:4279 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.239 +2026-01-07 11:35:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-7.95 loss:-0.01308 fps:1440 +frame:6.17e+06 wall_t:4285 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 11:35:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.57 total_reward_ma:-7.94 loss:-0.0103 fps:1440 +frame:6.18e+06 wall_t:4292 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 11:35:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.49 total_reward_ma:-7.93 loss:-0.01108 fps:1440 +frame:6.19e+06 wall_t:4299 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 11:35:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.50 total_reward_ma:-7.92 loss:-0.01253 fps:1440 +frame:6.20e+06 wall_t:4305 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.261 +2026-01-07 11:36:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.52 total_reward_ma:-7.91 loss:-0.01083 fps:1440 +frame:6.21e+06 wall_t:4312 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 11:36:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.90 loss:-0.0116 fps:1440 +frame:6.22e+06 wall_t:4318 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.278 +2026-01-07 11:36:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.60 total_reward_ma:-7.89 loss:-0.01192 fps:1441 +frame:6.23e+06 wall_t:4324 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.253 +2026-01-07 11:36:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-7.89 loss:-0.01199 fps:1441 +frame:6.24e+06 wall_t:4331 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.267 +2026-01-07 11:36:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.55 total_reward_ma:-7.88 loss:-0.01039 fps:1441 +frame:6.25e+06 wall_t:4338 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 11:36:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.54 total_reward_ma:-7.87 loss:-0.009615 fps:1441 +frame:6.26e+06 wall_t:4344 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.253 +2026-01-07 11:36:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-7.86 loss:-0.01437 fps:1441 +frame:6.27e+06 wall_t:4351 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 11:36:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.54 total_reward_ma:-7.85 loss:-0.01355 fps:1441 +frame:6.28e+06 wall_t:4357 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 11:36:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-7.84 loss:-0.01017 fps:1442 +frame:6.29e+06 wall_t:4362 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 11:36:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.56 total_reward_ma:-7.83 loss:-0.01584 fps:1442 +frame:6.30e+06 wall_t:4368 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 11:37:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.59 total_reward_ma:-7.83 loss:-0.01076 fps:1443 +frame:6.31e+06 wall_t:4374 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 11:37:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.62 total_reward_ma:-7.82 loss:-0.01136 fps:1443 +frame:6.32e+06 wall_t:4380 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 11:37:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-7.81 loss:-0.0137 fps:1443 +frame:6.33e+06 wall_t:4386 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 11:37:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.68 total_reward_ma:-7.80 loss:-0.011 fps:1443 +frame:6.34e+06 wall_t:4393 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 11:37:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.67 total_reward_ma:-7.80 loss:-0.01227 fps:1444 +frame:6.35e+06 wall_t:4399 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 11:37:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.77 total_reward_ma:-7.79 loss:-0.01432 fps:1443 +frame:6.36e+06 wall_t:4406 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 11:37:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.86 total_reward_ma:-7.79 loss:-0.009494 fps:1444 +frame:6.37e+06 wall_t:4412 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.234 +2026-01-07 11:37:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.93 total_reward_ma:-7.78 loss:-0.01232 fps:1444 +frame:6.38e+06 wall_t:4419 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 11:37:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.94 total_reward_ma:-7.78 loss:-0.0115 fps:1444 +frame:6.39e+06 wall_t:4425 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 11:38:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.90 total_reward_ma:-7.77 loss:-0.009395 fps:1444 +frame:6.40e+06 wall_t:4431 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 11:38:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.91 total_reward_ma:-7.77 loss:-0.01057 fps:1445 +frame:6.41e+06 wall_t:4437 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 11:38:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.94 total_reward_ma:-7.76 loss:-0.01085 fps:1445 +frame:6.42e+06 wall_t:4444 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 11:38:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.92 total_reward_ma:-7.76 loss:-0.01328 fps:1445 +frame:6.43e+06 wall_t:4450 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.202 +2026-01-07 11:38:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.92 total_reward_ma:-7.75 loss:-0.009367 fps:1445 +frame:6.44e+06 wall_t:4456 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 11:38:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.95 total_reward_ma:-7.75 loss:-0.01234 fps:1446 +frame:6.45e+06 wall_t:4462 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 11:38:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.97 total_reward_ma:-7.75 loss:-0.01083 fps:1446 +frame:6.46e+06 wall_t:4468 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 11:38:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.91 total_reward_ma:-7.74 loss:-0.009548 fps:1446 +frame:6.47e+06 wall_t:4474 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 11:38:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.95 total_reward_ma:-7.74 loss:-0.01263 fps:1446 +frame:6.48e+06 wall_t:4480 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 11:38:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.91 total_reward_ma:-7.74 loss:-0.01432 fps:1446 +frame:6.49e+06 wall_t:4487 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 11:39:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.87 total_reward_ma:-7.73 loss:-0.01432 fps:1446 +frame:6.50e+06 wall_t:4494 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 11:39:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.91 total_reward_ma:-7.73 loss:-0.008883 fps:1447 +frame:6.51e+06 wall_t:4500 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.242 +2026-01-07 11:39:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.98 total_reward_ma:-7.73 loss:-0.01177 fps:1447 +frame:6.52e+06 wall_t:4507 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.162 +2026-01-07 11:39:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.97 total_reward_ma:-7.72 loss:-0.01227 fps:1447 +frame:6.53e+06 wall_t:4514 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 11:39:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.87 total_reward_ma:-7.72 loss:-0.01049 fps:1447 +frame:6.54e+06 wall_t:4521 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 11:39:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.85 total_reward_ma:-7.72 loss:-0.01049 fps:1447 +frame:6.55e+06 wall_t:4527 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 11:39:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.77 total_reward_ma:-7.71 loss:-0.01207 fps:1447 +frame:6.56e+06 wall_t:4533 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 11:39:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.81 total_reward_ma:-7.71 loss:-0.01038 fps:1447 +frame:6.57e+06 wall_t:4540 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 11:39:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.77 total_reward_ma:-7.71 loss:-0.009966 fps:1447 +frame:6.58e+06 wall_t:4546 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 11:40:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.66 total_reward_ma:-7.70 loss:-0.007561 fps:1448 +frame:6.59e+06 wall_t:4551 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 11:40:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.70 total_reward_ma:-7.70 loss:-0.01036 fps:1449 +frame:6.60e+06 wall_t:4556 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 11:40:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.70 total_reward_ma:-7.69 loss:-0.009024 fps:1449 +frame:6.61e+06 wall_t:4562 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.162 +2026-01-07 11:40:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.72 total_reward_ma:-7.69 loss:-0.009119 fps:1449 +frame:6.62e+06 wall_t:4568 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 11:40:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.68 total_reward_ma:-7.68 loss:-0.01125 fps:1449 +frame:6.63e+06 wall_t:4574 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 11:40:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.69 total_reward_ma:-7.68 loss:-0.01148 fps:1449 +frame:6.64e+06 wall_t:4581 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 11:40:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.53 total_reward_ma:-7.67 loss:-0.01137 fps:1450 +frame:6.65e+06 wall_t:4587 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 11:40:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.67 loss:-0.009025 fps:1450 +frame:6.66e+06 wall_t:4593 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 11:40:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.51 total_reward_ma:-7.66 loss:-0.01029 fps:1450 +frame:6.67e+06 wall_t:4600 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:40:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.47 total_reward_ma:-7.66 loss:-0.01178 fps:1450 +frame:6.68e+06 wall_t:4606 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 11:41:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.42 total_reward_ma:-7.65 loss:-0.01205 fps:1451 +frame:6.69e+06 wall_t:4612 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 11:41:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.28 total_reward_ma:-7.64 loss:-0.008086 fps:1451 +frame:6.70e+06 wall_t:4618 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 11:41:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.26 total_reward_ma:-7.64 loss:-0.008256 fps:1451 +frame:6.71e+06 wall_t:4624 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 11:41:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.26 total_reward_ma:-7.63 loss:-0.01297 fps:1451 +frame:6.72e+06 wall_t:4631 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 11:41:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.14 total_reward_ma:-7.62 loss:-0.009885 fps:1451 +frame:6.73e+06 wall_t:4637 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:41:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-7.62 loss:-0.01143 fps:1452 +frame:6.74e+06 wall_t:4643 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 11:41:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.20 total_reward_ma:-7.61 loss:-0.0114 fps:1452 +frame:6.75e+06 wall_t:4649 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 11:41:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.18 total_reward_ma:-7.60 loss:-0.01464 fps:1452 +frame:6.76e+06 wall_t:4655 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 11:41:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.09 total_reward_ma:-7.60 loss:-0.014 fps:1452 +frame:6.77e+06 wall_t:4662 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 11:42:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.05 total_reward_ma:-7.59 loss:-0.01102 fps:1452 +frame:6.78e+06 wall_t:4670 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 11:42:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.09 total_reward_ma:-7.58 loss:-0.01345 fps:1452 +frame:6.79e+06 wall_t:4677 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 11:42:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.09 total_reward_ma:-7.57 loss:-0.01047 fps:1452 +frame:6.80e+06 wall_t:4683 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 11:42:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-7.03 total_reward_ma:-7.57 loss:-0.009807 fps:1452 +frame:6.81e+06 wall_t:4690 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 11:42:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.92 total_reward_ma:-7.56 loss:-0.01246 fps:1452 +frame:6.82e+06 wall_t:4697 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 11:42:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.93 total_reward_ma:-7.55 loss:-0.01267 fps:1452 +frame:6.83e+06 wall_t:4703 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 11:42:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.88 total_reward_ma:-7.54 loss:-0.01059 fps:1452 +frame:6.84e+06 wall_t:4710 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 11:42:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-7.53 loss:-0.01138 fps:1452 +frame:6.85e+06 wall_t:4717 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 11:42:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.79 total_reward_ma:-7.53 loss:-0.008048 fps:1452 +frame:6.86e+06 wall_t:4723 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 11:43:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.70 total_reward_ma:-7.52 loss:-0.01274 fps:1452 +frame:6.87e+06 wall_t:4730 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 11:43:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.68 total_reward_ma:-7.51 loss:-0.01184 fps:1452 +frame:6.88e+06 wall_t:4737 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 11:43:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.66 total_reward_ma:-7.50 loss:-0.01245 fps:1452 +frame:6.89e+06 wall_t:4744 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 11:43:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.64 total_reward_ma:-7.49 loss:-0.009363 fps:1453 +frame:6.90e+06 wall_t:4750 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.254 +2026-01-07 11:43:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.75 total_reward_ma:-7.49 loss:-0.008477 fps:1453 +frame:6.91e+06 wall_t:4757 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 11:43:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.72 total_reward_ma:-7.48 loss:-0.01041 fps:1453 +frame:6.92e+06 wall_t:4763 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 11:43:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.70 total_reward_ma:-7.47 loss:-0.01425 fps:1453 +frame:6.93e+06 wall_t:4770 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.202 +2026-01-07 11:43:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.72 total_reward_ma:-7.46 loss:-0.01064 fps:1453 +frame:6.94e+06 wall_t:4776 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 11:43:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.71 total_reward_ma:-7.46 loss:-0.01063 fps:1453 +frame:6.95e+06 wall_t:4783 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 11:43:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.68 total_reward_ma:-7.45 loss:-0.01185 fps:1453 +frame:6.96e+06 wall_t:4789 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 11:44:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.67 total_reward_ma:-7.44 loss:-0.008464 fps:1454 +frame:6.97e+06 wall_t:4795 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 11:44:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.63 total_reward_ma:-7.43 loss:-0.008955 fps:1454 +frame:6.98e+06 wall_t:4802 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 11:44:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.64 total_reward_ma:-7.42 loss:-0.01246 fps:1454 +frame:6.99e+06 wall_t:4808 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.226 +2026-01-07 11:44:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.69 total_reward_ma:-7.41 loss:-0.01222 fps:1454 +frame:7.00e+06 wall_t:4814 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 11:44:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.73 total_reward_ma:-7.41 loss:-0.01249 fps:1454 +frame:7.01e+06 wall_t:4820 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 11:44:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.78 total_reward_ma:-7.40 loss:-0.01093 fps:1454 +frame:7.02e+06 wall_t:4827 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.246 +2026-01-07 11:44:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.78 total_reward_ma:-7.39 loss:-0.01276 fps:1455 +frame:7.03e+06 wall_t:4833 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 11:44:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.79 total_reward_ma:-7.38 loss:-0.01114 fps:1455 +frame:7.04e+06 wall_t:4839 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 11:44:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.82 total_reward_ma:-7.38 loss:-0.01116 fps:1455 +frame:7.05e+06 wall_t:4845 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 11:45:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-7.37 loss:-0.01334 fps:1455 +frame:7.06e+06 wall_t:4851 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 11:45:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.85 total_reward_ma:-7.37 loss:-0.01095 fps:1456 +frame:7.07e+06 wall_t:4857 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 11:45:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.90 total_reward_ma:-7.36 loss:-0.01263 fps:1455 +frame:7.08e+06 wall_t:4865 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 11:45:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.76 total_reward_ma:-7.36 loss:-0.01143 fps:1456 +frame:7.09e+06 wall_t:4871 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 11:45:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.75 total_reward_ma:-7.35 loss:-0.0134 fps:1456 +frame:7.10e+06 wall_t:4878 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.189 +2026-01-07 11:45:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.75 total_reward_ma:-7.35 loss:-0.01116 fps:1456 +frame:7.11e+06 wall_t:4884 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 11:45:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-7.34 loss:-0.01319 fps:1456 +frame:7.12e+06 wall_t:4891 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 11:45:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-7.34 loss:-0.01011 fps:1456 +frame:7.13e+06 wall_t:4898 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 11:45:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.33 loss:-0.0125 fps:1456 +frame:7.14e+06 wall_t:4904 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 11:46:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.76 total_reward_ma:-7.32 loss:-0.01118 fps:1456 +frame:7.15e+06 wall_t:4910 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 11:46:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.75 total_reward_ma:-7.31 loss:-0.01044 fps:1456 +frame:7.16e+06 wall_t:4917 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 11:46:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.76 total_reward_ma:-7.31 loss:-0.009482 fps:1457 +frame:7.17e+06 wall_t:4922 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 11:46:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.76 total_reward_ma:-7.30 loss:-0.01274 fps:1457 +frame:7.18e+06 wall_t:4929 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.162 +2026-01-07 11:46:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.81 total_reward_ma:-7.29 loss:-0.01073 fps:1457 +frame:7.19e+06 wall_t:4935 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 11:46:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.79 total_reward_ma:-7.28 loss:-0.01003 fps:1457 +frame:7.20e+06 wall_t:4942 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 11:46:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.86 total_reward_ma:-7.28 loss:-0.01186 fps:1457 +frame:7.21e+06 wall_t:4949 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 11:46:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-7.27 loss:-0.01266 fps:1457 +frame:7.22e+06 wall_t:4956 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 11:46:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-7.26 loss:-0.01239 fps:1457 +frame:7.23e+06 wall_t:4963 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 11:47:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.82 total_reward_ma:-7.26 loss:-0.0097 fps:1457 +frame:7.24e+06 wall_t:4970 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 11:47:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.80 total_reward_ma:-7.25 loss:-0.01153 fps:1457 +frame:7.25e+06 wall_t:4977 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 11:47:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.84 total_reward_ma:-7.24 loss:-0.01118 fps:1457 +frame:7.26e+06 wall_t:4983 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 11:47:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.82 total_reward_ma:-7.23 loss:-0.01394 fps:1457 +frame:7.27e+06 wall_t:4989 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 11:47:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.70 total_reward_ma:-7.23 loss:-0.0117 fps:1457 +frame:7.28e+06 wall_t:4996 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 11:47:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.66 total_reward_ma:-7.22 loss:-0.00999 fps:1457 +frame:7.29e+06 wall_t:5003 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 11:47:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.66 total_reward_ma:-7.21 loss:-0.01421 fps:1457 +frame:7.30e+06 wall_t:5009 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 11:47:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.65 total_reward_ma:-7.20 loss:-0.009976 fps:1458 +frame:7.31e+06 wall_t:5015 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:47:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.73 total_reward_ma:-7.19 loss:-0.01184 fps:1458 +frame:7.32e+06 wall_t:5022 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 11:47:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.62 total_reward_ma:-7.18 loss:-0.01178 fps:1458 +frame:7.33e+06 wall_t:5028 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 11:48:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.63 total_reward_ma:-7.17 loss:-0.0103 fps:1458 +frame:7.34e+06 wall_t:5034 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 11:48:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.65 total_reward_ma:-7.16 loss:-0.01011 fps:1458 +frame:7.35e+06 wall_t:5040 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 11:48:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.65 total_reward_ma:-7.15 loss:-0.01353 fps:1458 +frame:7.36e+06 wall_t:5047 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 11:48:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.66 total_reward_ma:-7.14 loss:-0.0115 fps:1459 +frame:7.37e+06 wall_t:5053 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 11:48:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.63 total_reward_ma:-7.12 loss:-0.01255 fps:1458 +frame:7.38e+06 wall_t:5060 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 11:48:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.60 total_reward_ma:-7.11 loss:-0.009647 fps:1459 +frame:7.39e+06 wall_t:5066 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 11:48:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.59 total_reward_ma:-7.10 loss:-0.009488 fps:1459 +frame:7.40e+06 wall_t:5072 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 11:48:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.59 total_reward_ma:-7.08 loss:-0.01141 fps:1459 +frame:7.41e+06 wall_t:5079 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 11:48:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.59 total_reward_ma:-7.07 loss:-0.01109 fps:1459 +frame:7.42e+06 wall_t:5085 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 11:49:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.57 total_reward_ma:-7.06 loss:-0.009591 fps:1459 +frame:7.43e+06 wall_t:5091 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 11:49:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.57 total_reward_ma:-7.04 loss:-0.01039 fps:1459 +frame:7.44e+06 wall_t:5098 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 11:49:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.55 total_reward_ma:-7.03 loss:-0.01279 fps:1460 +frame:7.45e+06 wall_t:5104 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 11:49:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.42 total_reward_ma:-7.01 loss:-0.01352 fps:1460 +frame:7.46e+06 wall_t:5111 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 11:49:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.45 total_reward_ma:-7.00 loss:-0.009932 fps:1460 +frame:7.47e+06 wall_t:5117 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 11:49:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.39 total_reward_ma:-6.98 loss:-0.009499 fps:1460 +frame:7.48e+06 wall_t:5123 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 11:49:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.39 total_reward_ma:-6.97 loss:-0.01194 fps:1460 +frame:7.49e+06 wall_t:5130 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 11:49:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.35 total_reward_ma:-6.95 loss:-0.01017 fps:1460 +frame:7.50e+06 wall_t:5136 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 11:49:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.31 total_reward_ma:-6.94 loss:-0.01221 fps:1461 +frame:7.51e+06 wall_t:5142 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 11:49:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.25 total_reward_ma:-6.92 loss:-0.01422 fps:1460 +frame:7.52e+06 wall_t:5149 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 11:50:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.14 total_reward_ma:-6.90 loss:-0.01036 fps:1461 +frame:7.53e+06 wall_t:5155 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 11:50:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.06 total_reward_ma:-6.88 loss:-0.01151 fps:1461 +frame:7.54e+06 wall_t:5161 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 11:50:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.05 total_reward_ma:-6.86 loss:-0.01243 fps:1461 +frame:7.55e+06 wall_t:5167 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 11:50:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-6.06 total_reward_ma:-6.85 loss:-0.01079 fps:1461 +frame:7.56e+06 wall_t:5173 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.15 +2026-01-07 11:50:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.97 total_reward_ma:-6.83 loss:-0.01065 fps:1461 +frame:7.57e+06 wall_t:5180 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 11:50:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.97 total_reward_ma:-6.81 loss:-0.01108 fps:1462 +frame:7.58e+06 wall_t:5186 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 11:50:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.93 total_reward_ma:-6.79 loss:-0.01312 fps:1462 +frame:7.59e+06 wall_t:5193 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 11:50:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.93 total_reward_ma:-6.78 loss:-0.01424 fps:1462 +frame:7.60e+06 wall_t:5198 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 11:50:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.97 total_reward_ma:-6.76 loss:-0.008938 fps:1462 +frame:7.61e+06 wall_t:5204 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 11:51:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.97 total_reward_ma:-6.74 loss:-0.008966 fps:1462 +frame:7.62e+06 wall_t:5211 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 11:51:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.93 total_reward_ma:-6.72 loss:-0.01093 fps:1463 +frame:7.63e+06 wall_t:5217 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 11:51:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.90 total_reward_ma:-6.71 loss:-0.009603 fps:1463 +frame:7.64e+06 wall_t:5223 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 11:51:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.89 total_reward_ma:-6.69 loss:-0.01383 fps:1463 +frame:7.65e+06 wall_t:5229 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 11:51:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.93 total_reward_ma:-6.67 loss:-0.0126 fps:1463 +frame:7.66e+06 wall_t:5235 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 11:51:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.81 total_reward_ma:-6.66 loss:-0.01119 fps:1464 +frame:7.67e+06 wall_t:5240 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 11:51:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.87 total_reward_ma:-6.64 loss:-0.008812 fps:1464 +frame:7.68e+06 wall_t:5245 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 11:51:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.87 total_reward_ma:-6.62 loss:-0.01268 fps:1465 +frame:7.69e+06 wall_t:5249 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 11:51:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.89 total_reward_ma:-6.61 loss:-0.01164 fps:1465 +frame:7.70e+06 wall_t:5255 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 11:51:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.90 total_reward_ma:-6.60 loss:-0.009864 fps:1466 +frame:7.71e+06 wall_t:5260 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:51:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.74 total_reward_ma:-6.58 loss:-0.01092 fps:1466 +frame:7.72e+06 wall_t:5265 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 11:52:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.68 total_reward_ma:-6.57 loss:-0.008724 fps:1467 +frame:7.73e+06 wall_t:5271 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 11:52:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.61 total_reward_ma:-6.55 loss:-0.01087 fps:1467 +frame:7.74e+06 wall_t:5276 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:52:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.56 total_reward_ma:-6.54 loss:-0.009987 fps:1468 +frame:7.75e+06 wall_t:5281 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 11:52:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.45 total_reward_ma:-6.52 loss:-0.009658 fps:1468 +frame:7.76e+06 wall_t:5286 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 11:52:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.44 total_reward_ma:-6.50 loss:-0.01152 fps:1469 +frame:7.77e+06 wall_t:5291 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 11:52:27 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.40 total_reward_ma:-6.49 loss:-0.008407 fps:1469 +frame:7.78e+06 wall_t:5296 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 11:52:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.40 total_reward_ma:-6.47 loss:-0.01168 fps:1469 +frame:7.79e+06 wall_t:5302 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:52:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.23 total_reward_ma:-6.45 loss:-0.0124 fps:1470 +frame:7.80e+06 wall_t:5307 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 11:52:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.23 total_reward_ma:-6.43 loss:-0.01163 fps:1470 +frame:7.81e+06 wall_t:5312 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 11:52:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.24 total_reward_ma:-6.41 loss:-0.009602 fps:1471 +frame:7.82e+06 wall_t:5317 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 11:52:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.23 total_reward_ma:-6.40 loss:-0.01096 fps:1471 +frame:7.83e+06 wall_t:5323 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 11:52:59 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.11 total_reward_ma:-6.38 loss:-0.008959 fps:1471 +frame:7.84e+06 wall_t:5328 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:53:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.12 total_reward_ma:-6.36 loss:-0.01286 fps:1472 +frame:7.85e+06 wall_t:5333 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 11:53:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.05 total_reward_ma:-6.35 loss:-0.01048 fps:1472 +frame:7.86e+06 wall_t:5338 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 11:53:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.99 total_reward_ma:-6.33 loss:-0.01091 fps:1473 +frame:7.87e+06 wall_t:5343 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 11:53:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.99 total_reward_ma:-6.31 loss:-0.01243 fps:1473 +frame:7.88e+06 wall_t:5349 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 11:53:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.17 total_reward_ma:-6.30 loss:-0.008288 fps:1473 +frame:7.89e+06 wall_t:5355 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:53:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.17 total_reward_ma:-6.28 loss:-0.008321 fps:1473 +frame:7.90e+06 wall_t:5362 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 11:53:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.16 total_reward_ma:-6.27 loss:-0.008876 fps:1474 +frame:7.91e+06 wall_t:5368 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 11:53:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.03 total_reward_ma:-6.25 loss:-0.009677 fps:1473 +frame:7.92e+06 wall_t:5375 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 11:53:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.03 total_reward_ma:-6.23 loss:-0.008059 fps:1474 +frame:7.93e+06 wall_t:5381 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 11:53:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.97 total_reward_ma:-6.22 loss:-0.009872 fps:1474 +frame:7.94e+06 wall_t:5387 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 11:54:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.92 total_reward_ma:-6.20 loss:-0.009359 fps:1474 +frame:7.95e+06 wall_t:5393 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 11:54:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.97 total_reward_ma:-6.18 loss:-0.01139 fps:1474 +frame:7.96e+06 wall_t:5400 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:54:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-5.03 total_reward_ma:-6.16 loss:-0.008849 fps:1474 +frame:7.97e+06 wall_t:5406 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 11:54:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.97 total_reward_ma:-6.15 loss:-0.006902 fps:1475 +frame:7.98e+06 wall_t:5412 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 11:54:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.87 total_reward_ma:-6.13 loss:-0.009851 fps:1474 +frame:7.99e+06 wall_t:5419 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:54:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.86 total_reward_ma:-6.11 loss:-0.01099 fps:1475 +frame:8.00e+06 wall_t:5425 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 11:54:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.88 total_reward_ma:-6.09 loss:-0.00838 fps:1475 +frame:8.01e+06 wall_t:5432 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 11:54:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.87 total_reward_ma:-6.07 loss:-0.009397 fps:1475 +frame:8.02e+06 wall_t:5438 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 11:54:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.85 total_reward_ma:-6.05 loss:-0.008765 fps:1475 +frame:8.03e+06 wall_t:5444 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 11:55:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.82 total_reward_ma:-6.03 loss:-0.01087 fps:1475 +frame:8.04e+06 wall_t:5450 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 11:55:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.80 total_reward_ma:-6.01 loss:-0.008346 fps:1475 +frame:8.05e+06 wall_t:5457 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 11:55:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.84 total_reward_ma:-5.99 loss:-0.01109 fps:1475 +frame:8.06e+06 wall_t:5463 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 11:55:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.83 total_reward_ma:-5.97 loss:-0.009497 fps:1476 +frame:8.07e+06 wall_t:5469 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 11:55:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.84 total_reward_ma:-5.95 loss:-0.007377 fps:1476 +frame:8.08e+06 wall_t:5475 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.059 +2026-01-07 11:55:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.86 total_reward_ma:-5.93 loss:-0.01095 fps:1476 +frame:8.09e+06 wall_t:5481 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 11:55:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.78 total_reward_ma:-5.92 loss:-0.007839 fps:1476 +frame:8.10e+06 wall_t:5488 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:55:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.85 total_reward_ma:-5.90 loss:-0.009563 fps:1476 +frame:8.11e+06 wall_t:5494 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 11:55:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.84 total_reward_ma:-5.88 loss:-0.01006 fps:1476 +frame:8.12e+06 wall_t:5500 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 11:55:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.77 total_reward_ma:-5.86 loss:-0.006222 fps:1477 +frame:8.13e+06 wall_t:5506 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 11:56:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.71 total_reward_ma:-5.84 loss:-0.008916 fps:1477 +frame:8.14e+06 wall_t:5511 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 11:56:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.74 total_reward_ma:-5.81 loss:-0.008857 fps:1478 +frame:8.15e+06 wall_t:5516 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 11:56:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.79 total_reward_ma:-5.80 loss:-0.009597 fps:1478 +frame:8.16e+06 wall_t:5521 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 11:56:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.79 total_reward_ma:-5.78 loss:-0.01036 fps:1478 +frame:8.17e+06 wall_t:5527 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 11:56:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.84 total_reward_ma:-5.76 loss:-0.00957 fps:1479 +frame:8.18e+06 wall_t:5532 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.043 +2026-01-07 11:56:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.87 total_reward_ma:-5.74 loss:-0.01035 fps:1479 +frame:8.19e+06 wall_t:5538 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.9927 +2026-01-07 11:56:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.85 total_reward_ma:-5.72 loss:-0.008717 fps:1479 +frame:8.20e+06 wall_t:5544 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 11:56:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.89 total_reward_ma:-5.70 loss:-0.008506 fps:1479 +frame:8.21e+06 wall_t:5551 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 11:56:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.84 total_reward_ma:-5.68 loss:-0.006662 fps:1479 +frame:8.22e+06 wall_t:5557 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 11:56:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.74 total_reward_ma:-5.66 loss:-0.007318 fps:1479 +frame:8.23e+06 wall_t:5564 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.008 +2026-01-07 11:57:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.71 total_reward_ma:-5.64 loss:-0.0138 fps:1479 +frame:8.24e+06 wall_t:5571 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.9996 +2026-01-07 11:57:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.79 total_reward_ma:-5.62 loss:-0.01176 fps:1479 +frame:8.25e+06 wall_t:5577 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:57:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.78 total_reward_ma:-5.60 loss:-0.01005 fps:1479 +frame:8.26e+06 wall_t:5585 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 11:57:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.58 total_reward_ma:-5.57 loss:-0.01073 fps:1479 +frame:8.27e+06 wall_t:5591 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 11:57:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.47 total_reward_ma:-5.55 loss:-0.009219 fps:1479 +frame:8.28e+06 wall_t:5598 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 11:57:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.38 total_reward_ma:-5.53 loss:-0.009585 fps:1479 +frame:8.29e+06 wall_t:5605 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 11:57:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.40 total_reward_ma:-5.51 loss:-0.0112 fps:1479 +frame:8.30e+06 wall_t:5611 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 11:57:48 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.32 total_reward_ma:-5.48 loss:-0.01001 fps:1479 +frame:8.31e+06 wall_t:5618 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 11:57:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.29 total_reward_ma:-5.46 loss:-0.01034 fps:1479 +frame:8.32e+06 wall_t:5625 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 11:58:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.30 total_reward_ma:-5.43 loss:-0.01185 fps:1479 +frame:8.33e+06 wall_t:5631 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 11:58:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.28 total_reward_ma:-5.41 loss:-0.009012 fps:1479 +frame:8.34e+06 wall_t:5638 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 11:58:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.30 total_reward_ma:-5.39 loss:-0.009966 fps:1479 +frame:8.35e+06 wall_t:5645 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:58:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.39 total_reward_ma:-5.36 loss:-0.009979 fps:1479 +frame:8.36e+06 wall_t:5652 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 11:58:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.39 total_reward_ma:-5.34 loss:-0.01098 fps:1480 +frame:8.37e+06 wall_t:5657 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 11:58:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.47 total_reward_ma:-5.32 loss:-0.01299 fps:1480 +frame:8.38e+06 wall_t:5664 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 11:58:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.56 total_reward_ma:-5.30 loss:-0.01065 fps:1479 +frame:8.39e+06 wall_t:5671 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 11:58:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.55 total_reward_ma:-5.28 loss:-0.009875 fps:1479 +frame:8.40e+06 wall_t:5678 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.14 +2026-01-07 11:58:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.48 total_reward_ma:-5.26 loss:-0.01114 fps:1479 +frame:8.41e+06 wall_t:5685 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 11:59:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.48 total_reward_ma:-5.24 loss:-0.0114 fps:1480 +frame:8.42e+06 wall_t:5691 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 11:59:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.39 total_reward_ma:-5.22 loss:-0.009379 fps:1480 +frame:8.43e+06 wall_t:5697 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 11:59:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.31 total_reward_ma:-5.19 loss:-0.008681 fps:1480 +frame:8.44e+06 wall_t:5704 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 11:59:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.32 total_reward_ma:-5.17 loss:-0.01043 fps:1480 +frame:8.45e+06 wall_t:5709 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 11:59:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.32 total_reward_ma:-5.15 loss:-0.00843 fps:1480 +frame:8.46e+06 wall_t:5716 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 11:59:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.26 total_reward_ma:-5.13 loss:-0.00738 fps:1480 +frame:8.47e+06 wall_t:5722 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 11:59:40 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.25 total_reward_ma:-5.11 loss:-0.008717 fps:1480 +frame:8.48e+06 wall_t:5730 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 11:59:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.14 total_reward_ma:-5.08 loss:-0.01042 fps:1480 +frame:8.49e+06 wall_t:5737 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 11:59:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.15 total_reward_ma:-5.06 loss:-0.01023 fps:1480 +frame:8.50e+06 wall_t:5744 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 12:00:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.16 total_reward_ma:-5.04 loss:-0.009735 fps:1480 +frame:8.51e+06 wall_t:5750 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 12:00:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.12 total_reward_ma:-5.02 loss:-0.01153 fps:1480 +frame:8.52e+06 wall_t:5756 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 12:00:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.16 total_reward_ma:-5.00 loss:-0.01309 fps:1480 +frame:8.53e+06 wall_t:5763 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 12:00:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.07 total_reward_ma:-4.98 loss:-0.009844 fps:1480 +frame:8.54e+06 wall_t:5769 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 12:00:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.10 total_reward_ma:-4.96 loss:-0.01182 fps:1481 +frame:8.55e+06 wall_t:5775 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 12:00:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.08 total_reward_ma:-4.94 loss:-0.01251 fps:1481 +frame:8.56e+06 wall_t:5781 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 12:00:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.10 total_reward_ma:-4.92 loss:-0.007938 fps:1481 +frame:8.57e+06 wall_t:5788 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 12:00:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.01 total_reward_ma:-4.90 loss:-0.008083 fps:1481 +frame:8.58e+06 wall_t:5794 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 12:00:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.05 total_reward_ma:-4.88 loss:-0.008902 fps:1481 +frame:8.59e+06 wall_t:5800 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 12:00:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.05 total_reward_ma:-4.86 loss:-0.01016 fps:1481 +frame:8.60e+06 wall_t:5807 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 12:01:04 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.07 total_reward_ma:-4.84 loss:-0.00978 fps:1481 +frame:8.61e+06 wall_t:5813 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 12:01:10 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.08 total_reward_ma:-4.83 loss:-0.008445 fps:1481 +frame:8.62e+06 wall_t:5819 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 12:01:17 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.06 total_reward_ma:-4.81 loss:-0.009279 fps:1481 +frame:8.63e+06 wall_t:5826 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 12:01:23 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.11 total_reward_ma:-4.79 loss:-0.01137 fps:1481 +frame:8.64e+06 wall_t:5832 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 12:01:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.12 total_reward_ma:-4.77 loss:-0.01034 fps:1481 +frame:8.65e+06 wall_t:5840 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 12:01:37 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.19 total_reward_ma:-4.75 loss:-0.01209 fps:1481 +frame:8.66e+06 wall_t:5846 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 12:01:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.15 total_reward_ma:-4.74 loss:-0.01001 fps:1481 +frame:8.67e+06 wall_t:5853 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 12:01:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.26 total_reward_ma:-4.72 loss:-0.008221 fps:1481 +frame:8.68e+06 wall_t:5859 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 12:01:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.31 total_reward_ma:-4.71 loss:-0.00749 fps:1481 +frame:8.69e+06 wall_t:5866 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 12:02:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.20 total_reward_ma:-4.69 loss:-0.008679 fps:1482 +frame:8.70e+06 wall_t:5872 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 12:02:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.40 total_reward_ma:-4.67 loss:-0.01101 fps:1482 +frame:8.71e+06 wall_t:5878 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 12:02:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.46 total_reward_ma:-4.66 loss:-0.009004 fps:1482 +frame:8.72e+06 wall_t:5884 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.9884 +2026-01-07 12:02:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.38 total_reward_ma:-4.65 loss:-0.009072 fps:1482 +frame:8.73e+06 wall_t:5890 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 12:02:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.30 total_reward_ma:-4.64 loss:-0.01093 fps:1482 +frame:8.74e+06 wall_t:5897 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 12:02:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.30 total_reward_ma:-4.62 loss:-0.01168 fps:1482 +frame:8.75e+06 wall_t:5903 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 12:02:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.34 total_reward_ma:-4.61 loss:-0.008071 fps:1482 +frame:8.76e+06 wall_t:5910 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 12:02:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.29 total_reward_ma:-4.60 loss:-0.01149 fps:1482 +frame:8.77e+06 wall_t:5916 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 12:02:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.39 total_reward_ma:-4.59 loss:-0.007715 fps:1482 +frame:8.78e+06 wall_t:5923 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 12:03:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.36 total_reward_ma:-4.58 loss:-0.01199 fps:1483 +frame:8.79e+06 wall_t:5929 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 12:03:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.27 total_reward_ma:-4.57 loss:-0.008786 fps:1483 +frame:8.80e+06 wall_t:5935 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 12:03:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.20 total_reward_ma:-4.56 loss:-0.01112 fps:1483 +frame:8.81e+06 wall_t:5942 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 12:03:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.16 total_reward_ma:-4.55 loss:-0.00657 fps:1483 +frame:8.82e+06 wall_t:5948 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 12:03:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.16 total_reward_ma:-4.54 loss:-0.01093 fps:1483 +frame:8.83e+06 wall_t:5955 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 12:03:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.08 total_reward_ma:-4.53 loss:-0.01032 fps:1483 +frame:8.84e+06 wall_t:5961 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 12:03:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.17 total_reward_ma:-4.52 loss:-0.0109 fps:1483 +frame:8.85e+06 wall_t:5968 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 12:03:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.14 total_reward_ma:-4.51 loss:-0.00961 fps:1483 +frame:8.86e+06 wall_t:5974 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 12:03:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.31 total_reward_ma:-4.50 loss:-0.01016 fps:1483 +frame:8.87e+06 wall_t:5980 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 12:03:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.33 total_reward_ma:-4.50 loss:-0.008775 fps:1483 +frame:8.88e+06 wall_t:5986 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 12:04:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.35 total_reward_ma:-4.49 loss:-0.009415 fps:1484 +frame:8.89e+06 wall_t:5992 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 12:04:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.31 total_reward_ma:-4.48 loss:-0.008282 fps:1484 +frame:8.90e+06 wall_t:5998 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 12:04:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.43 total_reward_ma:-4.47 loss:-0.005244 fps:1484 +frame:8.91e+06 wall_t:6004 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 12:04:20 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.45 total_reward_ma:-4.47 loss:-0.008908 fps:1484 +frame:8.92e+06 wall_t:6009 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 12:04:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.60 total_reward_ma:-4.46 loss:-0.008578 fps:1485 +frame:8.93e+06 wall_t:6014 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 12:04:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.64 total_reward_ma:-4.46 loss:-0.00875 fps:1485 +frame:8.94e+06 wall_t:6019 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 12:04:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.60 total_reward_ma:-4.46 loss:-0.009113 fps:1486 +frame:8.95e+06 wall_t:6024 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 12:04:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.54 total_reward_ma:-4.45 loss:-0.009147 fps:1486 +frame:8.96e+06 wall_t:6030 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 12:04:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.54 total_reward_ma:-4.45 loss:-0.01008 fps:1486 +frame:8.97e+06 wall_t:6036 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 12:04:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.58 total_reward_ma:-4.44 loss:-0.01022 fps:1486 +frame:8.98e+06 wall_t:6043 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 12:05:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.58 total_reward_ma:-4.44 loss:-0.004867 fps:1486 +frame:8.99e+06 wall_t:6049 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 12:05:07 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.36 total_reward_ma:-4.43 loss:-0.007136 fps:1486 +frame:9.00e+06 wall_t:6056 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 12:05:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.31 total_reward_ma:-4.43 loss:-0.01026 fps:1486 +frame:9.01e+06 wall_t:6062 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 12:05:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.26 total_reward_ma:-4.42 loss:-0.01214 fps:1486 +frame:9.02e+06 wall_t:6068 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 12:05:26 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.21 total_reward_ma:-4.42 loss:-0.009232 fps:1486 +frame:9.03e+06 wall_t:6075 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 12:05:33 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.23 total_reward_ma:-4.41 loss:-0.009745 fps:1486 +frame:9.04e+06 wall_t:6082 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 12:05:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.12 total_reward_ma:-4.40 loss:-0.008511 fps:1487 +frame:9.05e+06 wall_t:6088 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 12:05:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.11 total_reward_ma:-4.40 loss:-0.009901 fps:1486 +frame:9.06e+06 wall_t:6095 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 12:05:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-4.11 total_reward_ma:-4.39 loss:-0.008383 fps:1487 +frame:9.07e+06 wall_t:6101 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 12:05:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.92 total_reward_ma:-4.38 loss:-0.01139 fps:1487 +frame:9.08e+06 wall_t:6108 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 12:06:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.84 total_reward_ma:-4.37 loss:-0.01041 fps:1487 +frame:9.09e+06 wall_t:6114 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 12:06:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.82 total_reward_ma:-4.36 loss:-0.007311 fps:1487 +frame:9.10e+06 wall_t:6120 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 12:06:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.83 total_reward_ma:-4.35 loss:-0.008094 fps:1487 +frame:9.11e+06 wall_t:6127 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 12:06:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.80 total_reward_ma:-4.34 loss:-0.008671 fps:1487 +frame:9.12e+06 wall_t:6134 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 12:06:31 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.82 total_reward_ma:-4.33 loss:-0.006898 fps:1487 +frame:9.13e+06 wall_t:6140 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 12:06:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.77 total_reward_ma:-4.32 loss:-0.009411 fps:1487 +frame:9.14e+06 wall_t:6145 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 12:06:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.77 total_reward_ma:-4.31 loss:-0.01144 fps:1488 +frame:9.15e+06 wall_t:6150 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 12:06:46 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.78 total_reward_ma:-4.30 loss:-0.006968 fps:1488 +frame:9.16e+06 wall_t:6155 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 12:06:52 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.67 total_reward_ma:-4.29 loss:-0.008648 fps:1488 +frame:9.17e+06 wall_t:6161 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 12:06:58 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.55 total_reward_ma:-4.28 loss:-0.006817 fps:1489 +frame:9.18e+06 wall_t:6167 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 12:07:05 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.51 total_reward_ma:-4.26 loss:-0.008327 fps:1489 +frame:9.19e+06 wall_t:6174 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 12:07:11 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.51 total_reward_ma:-4.25 loss:-0.008756 fps:1488 +frame:9.20e+06 wall_t:6181 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 12:07:18 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.53 total_reward_ma:-4.24 loss:-0.006707 fps:1489 +frame:9.21e+06 wall_t:6187 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 12:07:24 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.53 total_reward_ma:-4.22 loss:-0.007286 fps:1489 +frame:9.22e+06 wall_t:6193 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 12:07:30 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.64 total_reward_ma:-4.21 loss:-0.01174 fps:1489 +frame:9.23e+06 wall_t:6199 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 12:07:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.73 total_reward_ma:-4.20 loss:-0.007722 fps:1489 +frame:9.24e+06 wall_t:6206 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 12:07:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.73 total_reward_ma:-4.19 loss:-0.009204 fps:1489 +frame:9.25e+06 wall_t:6212 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.112 +2026-01-07 12:07:50 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.68 total_reward_ma:-4.18 loss:-0.007881 fps:1489 +frame:9.26e+06 wall_t:6219 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 12:07:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.71 total_reward_ma:-4.17 loss:-0.01075 fps:1489 +frame:9.27e+06 wall_t:6226 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.9975 +2026-01-07 12:08:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.71 total_reward_ma:-4.16 loss:-0.004686 fps:1489 +frame:9.28e+06 wall_t:6232 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 12:08:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.59 total_reward_ma:-4.16 loss:-0.007431 fps:1489 +frame:9.29e+06 wall_t:6238 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 12:08:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.60 total_reward_ma:-4.15 loss:-0.009242 fps:1489 +frame:9.30e+06 wall_t:6245 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.9659 +2026-01-07 12:08:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.61 total_reward_ma:-4.14 loss:-0.008764 fps:1489 +frame:9.31e+06 wall_t:6251 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 12:08:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.64 total_reward_ma:-4.13 loss:-0.005687 fps:1489 +frame:9.32e+06 wall_t:6258 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 12:08:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.57 total_reward_ma:-4.13 loss:-0.009389 fps:1489 +frame:9.33e+06 wall_t:6265 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.9942 +2026-01-07 12:08:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.45 total_reward_ma:-4.12 loss:-0.009221 fps:1489 +frame:9.34e+06 wall_t:6272 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.012 +2026-01-07 12:08:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.21 total_reward_ma:-4.11 loss:-0.01108 fps:1489 +frame:9.35e+06 wall_t:6278 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 12:08:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.12 total_reward_ma:-4.10 loss:-0.006493 fps:1489 +frame:9.36e+06 wall_t:6285 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 12:09:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.12 total_reward_ma:-4.08 loss:-0.007641 fps:1489 +frame:9.37e+06 wall_t:6292 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 12:09:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.02 total_reward_ma:-4.07 loss:-0.007714 fps:1489 +frame:9.38e+06 wall_t:6298 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 12:09:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.97 total_reward_ma:-4.05 loss:-0.00977 fps:1490 +frame:9.39e+06 wall_t:6304 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 12:09:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.95 total_reward_ma:-4.04 loss:-0.00878 fps:1489 +frame:9.40e+06 wall_t:6311 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 12:09:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.98 total_reward_ma:-4.02 loss:-0.007813 fps:1489 +frame:9.41e+06 wall_t:6318 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 12:09:36 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.79 total_reward_ma:-4.00 loss:-0.007295 fps:1489 +frame:9.42e+06 wall_t:6325 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 12:09:42 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.76 total_reward_ma:-3.99 loss:-0.005387 fps:1489 +frame:9.43e+06 wall_t:6332 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 12:09:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.54 total_reward_ma:-3.97 loss:-0.008888 fps:1489 +frame:9.44e+06 wall_t:6338 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 12:09:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.41 total_reward_ma:-3.95 loss:-0.006741 fps:1489 +frame:9.45e+06 wall_t:6345 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 12:10:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.41 total_reward_ma:-3.93 loss:-0.008024 fps:1490 +frame:9.46e+06 wall_t:6351 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 12:10:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.41 total_reward_ma:-3.91 loss:-0.007652 fps:1489 +frame:9.47e+06 wall_t:6358 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 12:10:15 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.39 total_reward_ma:-3.90 loss:-0.008277 fps:1490 +frame:9.48e+06 wall_t:6364 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 12:10:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.30 total_reward_ma:-3.88 loss:-0.00875 fps:1490 +frame:9.49e+06 wall_t:6371 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 12:10:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.23 total_reward_ma:-3.86 loss:-0.00787 fps:1490 +frame:9.50e+06 wall_t:6377 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 12:10:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.25 total_reward_ma:-3.84 loss:-0.008414 fps:1490 +frame:9.51e+06 wall_t:6384 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 12:10:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.07 total_reward_ma:-3.82 loss:-0.007215 fps:1490 +frame:9.52e+06 wall_t:6390 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 12:10:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.07 total_reward_ma:-3.80 loss:-0.009704 fps:1490 +frame:9.53e+06 wall_t:6397 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 12:10:54 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.19 total_reward_ma:-3.78 loss:-0.008184 fps:1490 +frame:9.54e+06 wall_t:6403 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 12:11:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.19 total_reward_ma:-3.76 loss:-0.006437 fps:1490 +frame:9.55e+06 wall_t:6409 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 12:11:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.13 total_reward_ma:-3.74 loss:-0.005929 fps:1490 +frame:9.56e+06 wall_t:6415 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 12:11:12 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.22 total_reward_ma:-3.72 loss:-0.006062 fps:1490 +frame:9.57e+06 wall_t:6422 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 12:11:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.23 total_reward_ma:-3.70 loss:-0.00865 fps:1490 +frame:9.58e+06 wall_t:6428 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 12:11:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.19 total_reward_ma:-3.68 loss:-0.005027 fps:1491 +frame:9.59e+06 wall_t:6434 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 12:11:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.20 total_reward_ma:-3.67 loss:-0.006337 fps:1490 +frame:9.60e+06 wall_t:6441 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 12:11:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.09 total_reward_ma:-3.65 loss:-0.006971 fps:1490 +frame:9.61e+06 wall_t:6448 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.096 +2026-01-07 12:11:45 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-1.97 total_reward_ma:-3.62 loss:-0.005886 fps:1491 +frame:9.62e+06 wall_t:6454 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.021 +2026-01-07 12:11:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.01 total_reward_ma:-3.60 loss:-0.007754 fps:1491 +frame:9.63e+06 wall_t:6460 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.099 +2026-01-07 12:11:56 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.07 total_reward_ma:-3.58 loss:-0.005757 fps:1491 +frame:9.64e+06 wall_t:6465 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.152 +2026-01-07 12:12:01 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.14 total_reward_ma:-3.56 loss:-0.008547 fps:1491 +frame:9.65e+06 wall_t:6470 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.073 +2026-01-07 12:12:08 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.20 total_reward_ma:-3.54 loss:-0.008967 fps:1491 +frame:9.66e+06 wall_t:6477 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.098 +2026-01-07 12:12:14 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.20 total_reward_ma:-3.52 loss:-0.009442 fps:1492 +frame:9.67e+06 wall_t:6483 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.132 +2026-01-07 12:12:21 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.37 total_reward_ma:-3.51 loss:-0.006442 fps:1492 +frame:9.68e+06 wall_t:6490 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.119 +2026-01-07 12:12:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.37 total_reward_ma:-3.49 loss:-0.008678 fps:1491 +frame:9.69e+06 wall_t:6497 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.037 +2026-01-07 12:12:34 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.38 total_reward_ma:-3.47 loss:-0.005348 fps:1491 +frame:9.70e+06 wall_t:6504 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.126 +2026-01-07 12:12:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.32 total_reward_ma:-3.45 loss:-0.00632 fps:1492 +frame:9.71e+06 wall_t:6510 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.059 +2026-01-07 12:12:47 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.30 total_reward_ma:-3.43 loss:-0.008872 fps:1491 +frame:9.72e+06 wall_t:6517 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.074 +2026-01-07 12:12:53 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.30 total_reward_ma:-3.41 loss:-0.008314 fps:1492 +frame:9.73e+06 wall_t:6522 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.046 +2026-01-07 12:13:00 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.32 total_reward_ma:-3.39 loss:-0.007536 fps:1492 +frame:9.74e+06 wall_t:6529 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.101 +2026-01-07 12:13:06 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.30 total_reward_ma:-3.37 loss:-0.008195 fps:1492 +frame:9.75e+06 wall_t:6536 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.075 +2026-01-07 12:13:13 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.18 total_reward_ma:-3.34 loss:-0.006272 fps:1492 +frame:9.76e+06 wall_t:6542 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.105 +2026-01-07 12:13:19 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.18 total_reward_ma:-3.32 loss:-0.005779 fps:1492 +frame:9.77e+06 wall_t:6548 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.105 +2026-01-07 12:13:25 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.17 total_reward_ma:-3.30 loss:-0.01004 fps:1492 +frame:9.78e+06 wall_t:6555 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.071 +2026-01-07 12:13:32 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.28 total_reward_ma:-3.28 loss:-0.01005 fps:1492 +frame:9.79e+06 wall_t:6561 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.043 +2026-01-07 12:13:38 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.24 total_reward_ma:-3.26 loss:-0.008564 fps:1492 +frame:9.80e+06 wall_t:6567 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.04 +2026-01-07 12:13:44 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.24 total_reward_ma:-3.24 loss:-0.011 fps:1492 +frame:9.81e+06 wall_t:6574 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.081 +2026-01-07 12:13:51 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.20 total_reward_ma:-3.22 loss:-0.007626 fps:1492 +frame:9.82e+06 wall_t:6580 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.091 +2026-01-07 12:13:57 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.18 total_reward_ma:-3.20 loss:-0.007781 fps:1493 +frame:9.83e+06 wall_t:6586 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.088 +2026-01-07 12:14:03 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.27 total_reward_ma:-3.18 loss:-0.008538 fps:1493 +frame:9.84e+06 wall_t:6592 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.031 +2026-01-07 12:14:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.29 total_reward_ma:-3.16 loss:-0.007064 fps:1493 +frame:9.85e+06 wall_t:6599 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.039 +2026-01-07 12:14:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.46 total_reward_ma:-3.15 loss:-0.008255 fps:1493 +frame:9.86e+06 wall_t:6605 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.072 +2026-01-07 12:14:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.56 total_reward_ma:-3.13 loss:-0.006701 fps:1493 +frame:9.87e+06 wall_t:6611 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.152 +2026-01-07 12:14:28 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.54 total_reward_ma:-3.11 loss:-0.006852 fps:1493 +frame:9.88e+06 wall_t:6618 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.116 +2026-01-07 12:14:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.56 total_reward_ma:-3.09 loss:-0.004693 fps:1493 +frame:9.89e+06 wall_t:6625 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.086 +2026-01-07 12:14:41 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.70 total_reward_ma:-3.08 loss:-0.00566 fps:1493 +frame:9.90e+06 wall_t:6631 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.125 +2026-01-07 12:14:49 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.76 total_reward_ma:-3.06 loss:-0.003331 fps:1493 +frame:9.91e+06 wall_t:6638 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.132 +2026-01-07 12:14:55 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.70 total_reward_ma:-3.04 loss:-0.005557 fps:1493 +frame:9.92e+06 wall_t:6645 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.109 +2026-01-07 12:15:02 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.65 total_reward_ma:-3.02 loss:-0.005034 fps:1493 +frame:9.93e+06 wall_t:6652 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.098 +2026-01-07 12:15:09 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.84 total_reward_ma:-3.01 loss:-0.005239 fps:1493 +frame:9.94e+06 wall_t:6659 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.033 +2026-01-07 12:15:16 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.95 total_reward_ma:-2.99 loss:-0.007282 fps:1493 +frame:9.95e+06 wall_t:6665 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.103 +2026-01-07 12:15:22 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.02 total_reward_ma:-2.97 loss:-0.004163 fps:1493 +frame:9.96e+06 wall_t:6671 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.141 +2026-01-07 12:15:29 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.08 total_reward_ma:-2.96 loss:-0.003345 fps:1493 +frame:9.97e+06 wall_t:6678 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.128 +2026-01-07 12:15:35 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.00 total_reward_ma:-2.94 loss:-0.004624 fps:1493 +frame:9.98e+06 wall_t:6684 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.064 +2026-01-07 12:15:39 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-2.99 total_reward_ma:-2.93 loss:-0.00351 fps:1494 +frame:9.99e+06 wall_t:6688 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.103 +2026-01-07 12:15:43 | INFO | PID:1629 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_surround_t0_s1 [train] +total_reward:-3.08 total_reward_ma:-2.91 loss:-0.005239 fps:1494 +frame:1.00e+07 wall_t:6692 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.102 +2026-01-07 12:15:44 | INFO | PID:1629 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s2.log b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..377620a8b3dbb1d80e44205289f4b8cf527c1481 --- /dev/null +++ b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 10:24:08 | INFO | PID:1630 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 10:24:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:nan total_reward_ma:nan loss:-0.004624 fps:333.3 +frame:1.00e+04 wall_t:30 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.564 +2026-01-07 10:24:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.006196 fps:526.3 +frame:2.00e+04 wall_t:38 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.537 +2026-01-07 10:24:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.006504 fps:666.7 +frame:3.00e+04 wall_t:45 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.511 +2026-01-07 10:25:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.00976 fps:754.7 +frame:4.00e+04 wall_t:53 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.498 +2026-01-07 10:25:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.008506 fps:819.7 +frame:5.00e+04 wall_t:61 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.493 +2026-01-07 10:25:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.007056 fps:869.6 +frame:6.00e+04 wall_t:69 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.466 +2026-01-07 10:25:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.007841 fps:921.1 +frame:7.00e+04 wall_t:76 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.478 +2026-01-07 10:25:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01085 fps:963.9 +frame:8.00e+04 wall_t:83 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.399 +2026-01-07 10:25:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.0113 fps:1000 +frame:9.00e+04 wall_t:90 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.413 +2026-01-07 10:25:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.007856 fps:1020 +frame:1.00e+05 wall_t:98 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.437 +2026-01-07 10:25:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.01091 fps:1038 +frame:1.10e+05 wall_t:106 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.358 +2026-01-07 10:26:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.004671 fps:1062 +frame:1.20e+05 wall_t:113 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.267 +2026-01-07 10:26:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.007981 fps:1083 +frame:1.30e+05 wall_t:120 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.295 +2026-01-07 10:26:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.005063 fps:1102 +frame:1.40e+05 wall_t:127 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.266 +2026-01-07 10:26:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:-0.007836 fps:1119 +frame:1.50e+05 wall_t:134 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.284 +2026-01-07 10:26:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.009822 fps:1127 +frame:1.60e+05 wall_t:142 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.253 +2026-01-07 10:26:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.98 total_reward_ma:-10.00 loss:-0.00615 fps:1141 +frame:1.70e+05 wall_t:149 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.304 +2026-01-07 10:26:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-10.00 loss:-0.009836 fps:1161 +frame:1.80e+05 wall_t:155 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.321 +2026-01-07 10:26:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.97 total_reward_ma:-9.99 loss:-0.006607 fps:1166 +frame:1.90e+05 wall_t:163 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.298 +2026-01-07 10:27:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-0.00641 fps:1176 +frame:2.00e+05 wall_t:170 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.312 +2026-01-07 10:27:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.95 total_reward_ma:-9.99 loss:-0.008318 fps:1180 +frame:2.10e+05 wall_t:178 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.3 +2026-01-07 10:27:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.99 loss:-0.01037 fps:1189 +frame:2.20e+05 wall_t:185 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.338 +2026-01-07 10:27:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.99 loss:-0.0106 fps:1192 +frame:2.30e+05 wall_t:193 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.308 +2026-01-07 10:27:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.94 total_reward_ma:-9.98 loss:-0.01053 fps:1194 +frame:2.40e+05 wall_t:201 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.265 +2026-01-07 10:27:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.0119 fps:1196 +frame:2.50e+05 wall_t:209 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.315 +2026-01-07 10:27:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.01152 fps:1193 +frame:2.60e+05 wall_t:218 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.33 +2026-01-07 10:27:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.93 total_reward_ma:-9.98 loss:-0.01265 fps:1195 +frame:2.70e+05 wall_t:226 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.354 +2026-01-07 10:28:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.98 loss:-0.01119 fps:1202 +frame:2.80e+05 wall_t:233 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.349 +2026-01-07 10:28:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-0.00948 fps:1203 +frame:2.90e+05 wall_t:241 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.389 +2026-01-07 10:28:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-0.01379 fps:1205 +frame:3.00e+05 wall_t:249 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.373 +2026-01-07 10:28:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.009534 fps:1211 +frame:3.10e+05 wall_t:256 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.375 +2026-01-07 10:28:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.97 loss:-0.01107 fps:1217 +frame:3.20e+05 wall_t:263 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.334 +2026-01-07 10:28:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.97 loss:-0.0112 fps:1222 +frame:3.30e+05 wall_t:270 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.267 +2026-01-07 10:28:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.92 total_reward_ma:-9.96 loss:-0.007301 fps:1227 +frame:3.40e+05 wall_t:277 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.344 +2026-01-07 10:28:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-0.01341 fps:1232 +frame:3.50e+05 wall_t:284 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.366 +2026-01-07 10:29:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-0.008401 fps:1233 +frame:3.60e+05 wall_t:292 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.361 +2026-01-07 10:29:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-0.00898 fps:1237 +frame:3.70e+05 wall_t:299 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.354 +2026-01-07 10:29:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.90 total_reward_ma:-9.96 loss:-0.01225 fps:1238 +frame:3.80e+05 wall_t:307 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.358 +2026-01-07 10:29:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.91 total_reward_ma:-9.96 loss:-0.009498 fps:1242 +frame:3.90e+05 wall_t:314 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.358 +2026-01-07 10:29:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.89 total_reward_ma:-9.96 loss:-0.007682 fps:1246 +frame:4.00e+05 wall_t:321 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.272 +2026-01-07 10:29:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.88 total_reward_ma:-9.95 loss:-0.005349 fps:1246 +frame:4.10e+05 wall_t:329 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.303 +2026-01-07 10:29:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-0.01058 fps:1250 +frame:4.20e+05 wall_t:336 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.293 +2026-01-07 10:29:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.87 total_reward_ma:-9.95 loss:-0.01045 fps:1254 +frame:4.30e+05 wall_t:343 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.275 +2026-01-07 10:30:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-0.01078 fps:1254 +frame:4.40e+05 wall_t:351 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.282 +2026-01-07 10:30:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.85 total_reward_ma:-9.94 loss:-0.008085 fps:1257 +frame:4.50e+05 wall_t:358 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.323 +2026-01-07 10:30:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.84 total_reward_ma:-9.94 loss:-0.01074 fps:1260 +frame:4.60e+05 wall_t:365 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.324 +2026-01-07 10:30:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.80 total_reward_ma:-9.94 loss:-0.009505 fps:1257 +frame:4.70e+05 wall_t:374 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.33 +2026-01-07 10:30:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.94 loss:-0.01246 fps:1257 +frame:4.80e+05 wall_t:382 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.306 +2026-01-07 10:30:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.79 total_reward_ma:-9.93 loss:-0.01018 fps:1253 +frame:4.90e+05 wall_t:391 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.296 +2026-01-07 10:30:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.93 loss:-0.01141 fps:1256 +frame:5.00e+05 wall_t:398 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.278 +2026-01-07 10:30:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.93 loss:-0.00931 fps:1256 +frame:5.10e+05 wall_t:406 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.28 +2026-01-07 10:31:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.92 loss:-0.009761 fps:1262 +frame:5.20e+05 wall_t:412 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.335 +2026-01-07 10:31:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.92 loss:-0.01215 fps:1265 +frame:5.30e+05 wall_t:419 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.333 +2026-01-07 10:31:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.92 loss:-0.007653 fps:1271 +frame:5.40e+05 wall_t:425 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.316 +2026-01-07 10:31:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.91 loss:-0.01335 fps:1273 +frame:5.50e+05 wall_t:432 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.323 +2026-01-07 10:31:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.91 loss:-0.009738 fps:1276 +frame:5.60e+05 wall_t:439 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.348 +2026-01-07 10:31:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.90 loss:-0.01059 fps:1281 +frame:5.70e+05 wall_t:445 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.34 +2026-01-07 10:31:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.90 loss:-0.007897 fps:1286 +frame:5.80e+05 wall_t:451 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.336 +2026-01-07 10:31:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.90 loss:-0.009165 fps:1285 +frame:5.90e+05 wall_t:459 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.29 +2026-01-07 10:31:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.89 loss:-0.01299 fps:1288 +frame:6.00e+05 wall_t:466 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.295 +2026-01-07 10:32:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.89 loss:-0.007244 fps:1290 +frame:6.10e+05 wall_t:473 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.268 +2026-01-07 10:32:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.89 loss:-0.008424 fps:1292 +frame:6.20e+05 wall_t:480 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.307 +2026-01-07 10:32:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.88 loss:-0.01226 fps:1294 +frame:6.30e+05 wall_t:487 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.356 +2026-01-07 10:32:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.88 loss:-0.008844 fps:1298 +frame:6.40e+05 wall_t:493 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.354 +2026-01-07 10:32:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.88 loss:-0.009773 fps:1303 +frame:6.50e+05 wall_t:499 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.343 +2026-01-07 10:32:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.87 loss:-0.01069 fps:1307 +frame:6.60e+05 wall_t:505 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.34 +2026-01-07 10:32:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.87 loss:-0.01385 fps:1311 +frame:6.70e+05 wall_t:511 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.319 +2026-01-07 10:32:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.87 loss:-0.01128 fps:1313 +frame:6.80e+05 wall_t:518 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.318 +2026-01-07 10:32:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.87 loss:-0.008711 fps:1317 +frame:6.90e+05 wall_t:524 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.343 +2026-01-07 10:33:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.86 loss:-0.007912 fps:1321 +frame:7.00e+05 wall_t:530 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.31 +2026-01-07 10:33:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.86 loss:-0.01111 fps:1325 +frame:7.10e+05 wall_t:536 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.332 +2026-01-07 10:33:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.86 loss:-0.01019 fps:1331 +frame:7.20e+05 wall_t:541 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.315 +2026-01-07 10:33:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.86 loss:-0.009145 fps:1335 +frame:7.30e+05 wall_t:547 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.336 +2026-01-07 10:33:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.86 loss:-0.007334 fps:1338 +frame:7.40e+05 wall_t:553 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.34 +2026-01-07 10:33:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.78 total_reward_ma:-9.86 loss:-0.009843 fps:1339 +frame:7.50e+05 wall_t:560 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.328 +2026-01-07 10:33:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.76 total_reward_ma:-9.85 loss:-0.01249 fps:1343 +frame:7.60e+05 wall_t:566 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.347 +2026-01-07 10:33:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.75 total_reward_ma:-9.85 loss:-0.01097 fps:1349 +frame:7.70e+05 wall_t:571 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.332 +2026-01-07 10:33:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.85 loss:-0.009624 fps:1347 +frame:7.80e+05 wall_t:579 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.342 +2026-01-07 10:33:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.85 loss:-0.01321 fps:1348 +frame:7.90e+05 wall_t:586 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.343 +2026-01-07 10:34:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.85 loss:-0.01088 fps:1349 +frame:8.00e+05 wall_t:593 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.34 +2026-01-07 10:34:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.73 total_reward_ma:-9.85 loss:-0.0132 fps:1350 +frame:8.10e+05 wall_t:600 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.326 +2026-01-07 10:34:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.85 loss:-0.01149 fps:1349 +frame:8.20e+05 wall_t:608 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.309 +2026-01-07 10:34:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.74 total_reward_ma:-9.84 loss:-0.01223 fps:1350 +frame:8.30e+05 wall_t:615 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.324 +2026-01-07 10:34:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.84 loss:-0.00833 fps:1350 +frame:8.40e+05 wall_t:622 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.309 +2026-01-07 10:34:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.84 loss:-0.0108 fps:1351 +frame:8.50e+05 wall_t:629 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.358 +2026-01-07 10:34:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.84 loss:-0.01076 fps:1350 +frame:8.60e+05 wall_t:637 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.344 +2026-01-07 10:34:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.84 loss:-0.01169 fps:1349 +frame:8.70e+05 wall_t:645 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.333 +2026-01-07 10:35:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.84 loss:-0.0119 fps:1348 +frame:8.80e+05 wall_t:653 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.297 +2026-01-07 10:35:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.83 loss:-0.01058 fps:1346 +frame:8.90e+05 wall_t:661 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.339 +2026-01-07 10:35:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.83 loss:-0.01132 fps:1345 +frame:9.00e+05 wall_t:669 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.328 +2026-01-07 10:35:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.72 total_reward_ma:-9.83 loss:-0.01208 fps:1344 +frame:9.10e+05 wall_t:677 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.345 +2026-01-07 10:35:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.71 total_reward_ma:-9.83 loss:-0.01094 fps:1345 +frame:9.20e+05 wall_t:684 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.348 +2026-01-07 10:35:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.83 loss:-0.01123 fps:1346 +frame:9.30e+05 wall_t:691 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.351 +2026-01-07 10:35:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.83 loss:-0.0125 fps:1349 +frame:9.40e+05 wall_t:697 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.331 +2026-01-07 10:35:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.83 loss:-0.0121 fps:1349 +frame:9.50e+05 wall_t:704 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.374 +2026-01-07 10:36:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.82 loss:-0.007521 fps:1348 +frame:9.60e+05 wall_t:712 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.35 +2026-01-07 10:36:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.82 loss:-0.01176 fps:1349 +frame:9.70e+05 wall_t:719 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.343 +2026-01-07 10:36:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.82 loss:-0.01141 fps:1348 +frame:9.80e+05 wall_t:727 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.329 +2026-01-07 10:36:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.69 total_reward_ma:-9.82 loss:-0.01317 fps:1349 +frame:9.90e+05 wall_t:734 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.343 +2026-01-07 10:36:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.82 loss:-0.01163 fps:1350 +frame:1.00e+06 wall_t:741 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.366 +2026-01-07 10:36:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.82 loss:-0.01215 fps:1347 +frame:1.01e+06 wall_t:750 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.338 +2026-01-07 10:36:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.81 loss:-0.01117 fps:1346 +frame:1.02e+06 wall_t:758 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.371 +2026-01-07 10:36:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.70 total_reward_ma:-9.81 loss:-0.01141 fps:1346 +frame:1.03e+06 wall_t:765 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.353 +2026-01-07 10:37:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.68 total_reward_ma:-9.81 loss:-0.011 fps:1347 +frame:1.04e+06 wall_t:772 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.362 +2026-01-07 10:37:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.67 total_reward_ma:-9.80 loss:-0.01187 fps:1348 +frame:1.05e+06 wall_t:779 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.336 +2026-01-07 10:37:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.66 total_reward_ma:-9.80 loss:-0.01129 fps:1347 +frame:1.06e+06 wall_t:787 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.292 +2026-01-07 10:37:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.80 loss:-0.01248 fps:1348 +frame:1.07e+06 wall_t:794 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.35 +2026-01-07 10:37:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.63 total_reward_ma:-9.79 loss:-0.01306 fps:1347 +frame:1.08e+06 wall_t:802 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.315 +2026-01-07 10:37:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.79 loss:-0.01148 fps:1347 +frame:1.09e+06 wall_t:809 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.327 +2026-01-07 10:37:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.79 loss:-0.01405 fps:1348 +frame:1.10e+06 wall_t:816 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.291 +2026-01-07 10:37:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.78 loss:-0.009813 fps:1349 +frame:1.11e+06 wall_t:823 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.294 +2026-01-07 10:38:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.64 total_reward_ma:-9.78 loss:-0.01008 fps:1348 +frame:1.12e+06 wall_t:831 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.284 +2026-01-07 10:38:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.63 total_reward_ma:-9.77 loss:-0.01199 fps:1348 +frame:1.13e+06 wall_t:838 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.286 +2026-01-07 10:38:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.63 total_reward_ma:-9.77 loss:-0.01072 fps:1349 +frame:1.14e+06 wall_t:845 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.316 +2026-01-07 10:38:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.77 loss:-0.01371 fps:1348 +frame:1.15e+06 wall_t:853 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.346 +2026-01-07 10:38:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.76 loss:-0.009805 fps:1349 +frame:1.16e+06 wall_t:860 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.309 +2026-01-07 10:38:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.76 loss:-0.01155 fps:1348 +frame:1.17e+06 wall_t:868 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.301 +2026-01-07 10:38:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.75 loss:-0.01043 fps:1345 +frame:1.18e+06 wall_t:877 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.3 +2026-01-07 10:38:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.75 loss:-0.01159 fps:1346 +frame:1.19e+06 wall_t:884 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.31 +2026-01-07 10:39:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.75 loss:-0.01098 fps:1347 +frame:1.20e+06 wall_t:891 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.304 +2026-01-07 10:39:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.74 loss:-0.01381 fps:1347 +frame:1.21e+06 wall_t:898 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.298 +2026-01-07 10:39:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.74 loss:-0.01163 fps:1345 +frame:1.22e+06 wall_t:907 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.306 +2026-01-07 10:39:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.74 loss:-0.01023 fps:1346 +frame:1.23e+06 wall_t:914 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.282 +2026-01-07 10:39:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.73 loss:-0.01498 fps:1346 +frame:1.24e+06 wall_t:921 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.275 +2026-01-07 10:39:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.73 loss:-0.009246 fps:1346 +frame:1.25e+06 wall_t:929 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.25 +2026-01-07 10:39:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.72 loss:-0.007945 fps:1346 +frame:1.26e+06 wall_t:936 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.23 +2026-01-07 10:39:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.72 loss:-0.0131 fps:1345 +frame:1.27e+06 wall_t:944 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.272 +2026-01-07 10:40:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.72 loss:-0.01107 fps:1346 +frame:1.28e+06 wall_t:951 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.252 +2026-01-07 10:40:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.71 loss:-0.01189 fps:1347 +frame:1.29e+06 wall_t:958 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.3 +2026-01-07 10:40:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.71 loss:-0.009454 fps:1347 +frame:1.30e+06 wall_t:965 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.279 +2026-01-07 10:40:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.71 loss:-0.01328 fps:1346 +frame:1.31e+06 wall_t:973 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.226 +2026-01-07 10:40:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.70 loss:-0.009379 fps:1346 +frame:1.32e+06 wall_t:981 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.298 +2026-01-07 10:40:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.53 total_reward_ma:-9.70 loss:-0.009771 fps:1346 +frame:1.33e+06 wall_t:988 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.306 +2026-01-07 10:40:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.70 loss:-0.0139 fps:1345 +frame:1.34e+06 wall_t:996 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.306 +2026-01-07 10:40:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.69 loss:-0.01081 fps:1346 +frame:1.35e+06 wall_t:1003 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.317 +2026-01-07 10:41:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.69 loss:-0.0102 fps:1345 +frame:1.36e+06 wall_t:1011 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.303 +2026-01-07 10:41:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.68 loss:-0.01315 fps:1346 +frame:1.37e+06 wall_t:1018 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.331 +2026-01-07 10:41:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.68 loss:-0.01113 fps:1346 +frame:1.38e+06 wall_t:1025 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.341 +2026-01-07 10:41:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.68 loss:-0.01066 fps:1346 +frame:1.39e+06 wall_t:1033 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.328 +2026-01-07 10:41:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.67 loss:-0.01404 fps:1347 +frame:1.40e+06 wall_t:1039 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.359 +2026-01-07 10:41:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.67 loss:-0.01058 fps:1349 +frame:1.41e+06 wall_t:1045 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.359 +2026-01-07 10:41:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.67 loss:-0.011 fps:1351 +frame:1.42e+06 wall_t:1051 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.354 +2026-01-07 10:41:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.66 loss:-0.01205 fps:1352 +frame:1.43e+06 wall_t:1058 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.336 +2026-01-07 10:41:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.66 loss:-0.01201 fps:1353 +frame:1.44e+06 wall_t:1064 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.349 +2026-01-07 10:42:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.66 loss:-0.01309 fps:1356 +frame:1.45e+06 wall_t:1069 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.336 +2026-01-07 10:42:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.66 loss:-0.01288 fps:1359 +frame:1.46e+06 wall_t:1074 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.344 +2026-01-07 10:42:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.65 loss:-0.0128 fps:1359 +frame:1.47e+06 wall_t:1082 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.353 +2026-01-07 10:42:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.65 loss:-0.01379 fps:1358 +frame:1.48e+06 wall_t:1090 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.269 +2026-01-07 10:42:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.65 loss:-0.01079 fps:1358 +frame:1.49e+06 wall_t:1097 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.305 +2026-01-07 10:42:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.65 loss:-0.01537 fps:1357 +frame:1.50e+06 wall_t:1105 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.355 +2026-01-07 10:42:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.65 loss:-0.008554 fps:1357 +frame:1.51e+06 wall_t:1113 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.29 +2026-01-07 10:42:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.64 loss:-0.01204 fps:1357 +frame:1.52e+06 wall_t:1120 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.287 +2026-01-07 10:42:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.64 loss:-0.01097 fps:1358 +frame:1.53e+06 wall_t:1127 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.293 +2026-01-07 10:43:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.64 loss:-0.01131 fps:1358 +frame:1.54e+06 wall_t:1134 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.327 +2026-01-07 10:43:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.64 loss:-0.01453 fps:1356 +frame:1.55e+06 wall_t:1143 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.329 +2026-01-07 10:43:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.64 loss:-0.01342 fps:1355 +frame:1.56e+06 wall_t:1151 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.355 +2026-01-07 10:43:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.63 loss:-0.01206 fps:1355 +frame:1.57e+06 wall_t:1159 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.346 +2026-01-07 10:43:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.63 loss:-0.012 fps:1354 +frame:1.58e+06 wall_t:1167 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.367 +2026-01-07 10:43:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.63 loss:-0.01007 fps:1354 +frame:1.59e+06 wall_t:1174 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.379 +2026-01-07 10:43:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.63 loss:-0.01164 fps:1355 +frame:1.60e+06 wall_t:1181 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.336 +2026-01-07 10:43:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.63 loss:-0.01298 fps:1355 +frame:1.61e+06 wall_t:1188 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.388 +2026-01-07 10:44:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.62 loss:-0.01279 fps:1355 +frame:1.62e+06 wall_t:1196 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.37 +2026-01-07 10:44:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.62 loss:-0.01175 fps:1356 +frame:1.63e+06 wall_t:1202 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.377 +2026-01-07 10:44:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.62 loss:-0.01245 fps:1356 +frame:1.64e+06 wall_t:1209 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.363 +2026-01-07 10:44:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.62 loss:-0.01287 fps:1356 +frame:1.65e+06 wall_t:1217 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.346 +2026-01-07 10:44:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.62 loss:-0.008011 fps:1356 +frame:1.66e+06 wall_t:1224 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.365 +2026-01-07 10:44:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.61 loss:-0.01271 fps:1357 +frame:1.67e+06 wall_t:1231 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.341 +2026-01-07 10:44:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.61 loss:-0.01376 fps:1357 +frame:1.68e+06 wall_t:1238 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.304 +2026-01-07 10:44:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.61 loss:-0.01069 fps:1356 +frame:1.69e+06 wall_t:1246 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.362 +2026-01-07 10:45:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.61 loss:-0.01178 fps:1356 +frame:1.70e+06 wall_t:1254 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.285 +2026-01-07 10:45:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.61 loss:-0.01025 fps:1356 +frame:1.71e+06 wall_t:1261 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.311 +2026-01-07 10:45:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.60 loss:-0.009458 fps:1356 +frame:1.72e+06 wall_t:1268 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.324 +2026-01-07 10:45:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.60 loss:-0.01291 fps:1356 +frame:1.73e+06 wall_t:1276 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.338 +2026-01-07 10:45:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.60 loss:-0.01367 fps:1356 +frame:1.74e+06 wall_t:1283 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.351 +2026-01-07 10:45:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.60 loss:-0.01418 fps:1357 +frame:1.75e+06 wall_t:1290 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.308 +2026-01-07 10:45:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.60 loss:-0.01147 fps:1356 +frame:1.76e+06 wall_t:1298 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.333 +2026-01-07 10:45:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.59 loss:-0.01128 fps:1355 +frame:1.77e+06 wall_t:1306 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.329 +2026-01-07 10:46:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.59 loss:-0.01211 fps:1355 +frame:1.78e+06 wall_t:1314 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.319 +2026-01-07 10:46:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.59 loss:-0.0111 fps:1355 +frame:1.79e+06 wall_t:1321 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.313 +2026-01-07 10:46:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.59 loss:-0.01325 fps:1355 +frame:1.80e+06 wall_t:1328 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.333 +2026-01-07 10:46:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.59 loss:-0.009941 fps:1356 +frame:1.81e+06 wall_t:1335 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.324 +2026-01-07 10:46:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.59 loss:-0.0103 fps:1355 +frame:1.82e+06 wall_t:1343 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.313 +2026-01-07 10:46:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.59 loss:-0.0101 fps:1355 +frame:1.83e+06 wall_t:1351 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.299 +2026-01-07 10:46:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.58 loss:-0.01294 fps:1355 +frame:1.84e+06 wall_t:1358 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.339 +2026-01-07 10:46:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.58 loss:-0.009723 fps:1355 +frame:1.85e+06 wall_t:1365 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.292 +2026-01-07 10:47:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.58 loss:-0.01058 fps:1356 +frame:1.86e+06 wall_t:1372 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.3 +2026-01-07 10:47:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.58 loss:-0.01413 fps:1356 +frame:1.87e+06 wall_t:1379 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.316 +2026-01-07 10:47:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.58 loss:-0.01143 fps:1355 +frame:1.88e+06 wall_t:1387 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.284 +2026-01-07 10:47:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.57 loss:-0.01388 fps:1355 +frame:1.89e+06 wall_t:1395 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.296 +2026-01-07 10:47:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.57 loss:-0.0121 fps:1355 +frame:1.90e+06 wall_t:1402 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.277 +2026-01-07 10:47:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.57 loss:-0.01417 fps:1355 +frame:1.91e+06 wall_t:1410 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.315 +2026-01-07 10:47:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.57 loss:-0.0106 fps:1355 +frame:1.92e+06 wall_t:1417 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.284 +2026-01-07 10:47:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.56 loss:-0.01226 fps:1355 +frame:1.93e+06 wall_t:1424 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.32 +2026-01-07 10:48:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.56 loss:-0.01427 fps:1355 +frame:1.94e+06 wall_t:1432 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.314 +2026-01-07 10:48:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.56 loss:-0.01063 fps:1356 +frame:1.95e+06 wall_t:1438 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.348 +2026-01-07 10:48:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.56 loss:-0.01402 fps:1355 +frame:1.96e+06 wall_t:1446 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.318 +2026-01-07 10:48:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.45 total_reward_ma:-9.56 loss:-0.0119 fps:1356 +frame:1.97e+06 wall_t:1453 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.352 +2026-01-07 10:48:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.55 loss:-0.009957 fps:1356 +frame:1.98e+06 wall_t:1460 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.339 +2026-01-07 10:48:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.55 loss:-0.01215 fps:1356 +frame:1.99e+06 wall_t:1468 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.344 +2026-01-07 10:48:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.55 loss:-0.00992 fps:1356 +frame:2.00e+06 wall_t:1475 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.327 +2026-01-07 10:48:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.55 loss:-0.01057 fps:1355 +frame:2.01e+06 wall_t:1483 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.355 +2026-01-07 10:49:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.54 loss:-0.01427 fps:1356 +frame:2.02e+06 wall_t:1490 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.37 +2026-01-07 10:49:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.54 loss:-0.009994 fps:1356 +frame:2.03e+06 wall_t:1497 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.343 +2026-01-07 10:49:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.54 loss:-0.01326 fps:1355 +frame:2.04e+06 wall_t:1505 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.384 +2026-01-07 10:49:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.54 loss:-0.01355 fps:1357 +frame:2.05e+06 wall_t:1511 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.358 +2026-01-07 10:49:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.54 loss:-0.01327 fps:1356 +frame:2.06e+06 wall_t:1519 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.338 +2026-01-07 10:49:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.53 loss:-0.01156 fps:1356 +frame:2.07e+06 wall_t:1527 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.345 +2026-01-07 10:49:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.53 loss:-0.009165 fps:1355 +frame:2.08e+06 wall_t:1535 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.341 +2026-01-07 10:49:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.53 loss:-0.0102 fps:1355 +frame:2.09e+06 wall_t:1543 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.357 +2026-01-07 10:50:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.53 loss:-0.01617 fps:1354 +frame:2.10e+06 wall_t:1551 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.331 +2026-01-07 10:50:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.53 loss:-0.0141 fps:1354 +frame:2.11e+06 wall_t:1558 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.357 +2026-01-07 10:50:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.59 total_reward_ma:-9.53 loss:-0.01394 fps:1354 +frame:2.12e+06 wall_t:1566 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.369 +2026-01-07 10:50:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.53 loss:-0.01336 fps:1354 +frame:2.13e+06 wall_t:1573 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.357 +2026-01-07 10:50:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.63 total_reward_ma:-9.53 loss:-0.008387 fps:1354 +frame:2.14e+06 wall_t:1580 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.336 +2026-01-07 10:50:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.61 total_reward_ma:-9.53 loss:-0.01301 fps:1355 +frame:2.15e+06 wall_t:1587 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.35 +2026-01-07 10:50:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.60 total_reward_ma:-9.53 loss:-0.01037 fps:1355 +frame:2.16e+06 wall_t:1594 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.374 +2026-01-07 10:50:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.53 loss:-0.01533 fps:1355 +frame:2.17e+06 wall_t:1601 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.373 +2026-01-07 10:51:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.53 loss:-0.01188 fps:1355 +frame:2.18e+06 wall_t:1609 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.314 +2026-01-07 10:51:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.57 total_reward_ma:-9.53 loss:-0.0129 fps:1356 +frame:2.19e+06 wall_t:1615 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.371 +2026-01-07 10:51:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.53 loss:-0.01411 fps:1357 +frame:2.20e+06 wall_t:1621 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.383 +2026-01-07 10:51:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.53 loss:-0.01241 fps:1358 +frame:2.21e+06 wall_t:1627 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.348 +2026-01-07 10:51:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.53 loss:-0.01341 fps:1359 +frame:2.22e+06 wall_t:1634 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.333 +2026-01-07 10:51:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.53 loss:-0.01053 fps:1360 +frame:2.23e+06 wall_t:1640 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.361 +2026-01-07 10:51:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.53 loss:-0.01158 fps:1361 +frame:2.24e+06 wall_t:1646 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.313 +2026-01-07 10:51:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.53 loss:-0.01403 fps:1361 +frame:2.25e+06 wall_t:1653 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.344 +2026-01-07 10:51:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.53 loss:-0.01044 fps:1361 +frame:2.26e+06 wall_t:1660 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.351 +2026-01-07 10:51:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.52 loss:-0.01366 fps:1361 +frame:2.27e+06 wall_t:1668 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.364 +2026-01-07 10:52:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.45 total_reward_ma:-9.52 loss:-0.0133 fps:1360 +frame:2.28e+06 wall_t:1676 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.329 +2026-01-07 10:52:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.52 loss:-0.01134 fps:1360 +frame:2.29e+06 wall_t:1684 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.347 +2026-01-07 10:52:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.52 loss:-0.01329 fps:1359 +frame:2.30e+06 wall_t:1692 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.372 +2026-01-07 10:52:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.52 loss:-0.01159 fps:1360 +frame:2.31e+06 wall_t:1698 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.333 +2026-01-07 10:52:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.52 loss:-0.01285 fps:1361 +frame:2.32e+06 wall_t:1705 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.379 +2026-01-07 10:52:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.31 total_reward_ma:-9.51 loss:-0.01319 fps:1360 +frame:2.33e+06 wall_t:1713 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.353 +2026-01-07 10:52:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.51 loss:-0.01371 fps:1361 +frame:2.34e+06 wall_t:1719 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.307 +2026-01-07 10:52:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.51 loss:-0.01235 fps:1360 +frame:2.35e+06 wall_t:1728 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.344 +2026-01-07 10:53:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.51 loss:-0.008936 fps:1360 +frame:2.36e+06 wall_t:1735 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.34 +2026-01-07 10:53:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.50 loss:-0.01136 fps:1361 +frame:2.37e+06 wall_t:1741 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.351 +2026-01-07 10:53:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.50 loss:-0.01021 fps:1362 +frame:2.38e+06 wall_t:1747 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.337 +2026-01-07 10:53:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.50 loss:-0.01333 fps:1363 +frame:2.39e+06 wall_t:1753 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.338 +2026-01-07 10:53:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.50 loss:-0.01292 fps:1364 +frame:2.40e+06 wall_t:1760 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.302 +2026-01-07 10:53:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.17 total_reward_ma:-9.49 loss:-0.01336 fps:1364 +frame:2.41e+06 wall_t:1767 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.325 +2026-01-07 10:53:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.20 total_reward_ma:-9.49 loss:-0.01199 fps:1364 +frame:2.42e+06 wall_t:1774 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.308 +2026-01-07 10:53:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.48 loss:-0.01207 fps:1366 +frame:2.43e+06 wall_t:1779 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.325 +2026-01-07 10:53:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.48 loss:-0.009896 fps:1366 +frame:2.44e+06 wall_t:1786 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.325 +2026-01-07 10:54:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.48 loss:-0.01181 fps:1366 +frame:2.45e+06 wall_t:1793 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.318 +2026-01-07 10:54:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.47 loss:-0.01127 fps:1367 +frame:2.46e+06 wall_t:1800 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.369 +2026-01-07 10:54:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.47 loss:-0.01479 fps:1367 +frame:2.47e+06 wall_t:1807 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.31 +2026-01-07 10:54:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.47 loss:-0.01273 fps:1369 +frame:2.48e+06 wall_t:1812 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.323 +2026-01-07 10:54:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.46 loss:-0.0117 fps:1370 +frame:2.49e+06 wall_t:1818 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.306 +2026-01-07 10:54:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.46 loss:-0.01042 fps:1371 +frame:2.50e+06 wall_t:1824 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.327 +2026-01-07 10:54:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.46 loss:-0.01316 fps:1371 +frame:2.51e+06 wall_t:1831 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.321 +2026-01-07 10:54:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.19 total_reward_ma:-9.45 loss:-0.01175 fps:1370 +frame:2.52e+06 wall_t:1839 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.331 +2026-01-07 10:54:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.16 total_reward_ma:-9.45 loss:-0.0142 fps:1371 +frame:2.53e+06 wall_t:1846 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.339 +2026-01-07 10:55:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.16 total_reward_ma:-9.45 loss:-0.01311 fps:1370 +frame:2.54e+06 wall_t:1854 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.357 +2026-01-07 10:55:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.17 total_reward_ma:-9.44 loss:-0.009469 fps:1370 +frame:2.55e+06 wall_t:1861 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.345 +2026-01-07 10:55:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.44 loss:-0.01401 fps:1370 +frame:2.56e+06 wall_t:1868 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.348 +2026-01-07 10:55:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.44 loss:-0.0137 fps:1371 +frame:2.57e+06 wall_t:1874 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.313 +2026-01-07 10:55:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.44 loss:-0.01371 fps:1372 +frame:2.58e+06 wall_t:1881 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.32 +2026-01-07 10:55:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.43 loss:-0.01182 fps:1371 +frame:2.59e+06 wall_t:1889 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.318 +2026-01-07 10:55:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.43 loss:-0.01203 fps:1371 +frame:2.60e+06 wall_t:1896 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.289 +2026-01-07 10:55:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.43 loss:-0.01376 fps:1372 +frame:2.61e+06 wall_t:1903 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.332 +2026-01-07 10:56:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.43 loss:-0.01071 fps:1371 +frame:2.62e+06 wall_t:1911 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.351 +2026-01-07 10:56:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.42 loss:-0.0146 fps:1371 +frame:2.63e+06 wall_t:1918 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.319 +2026-01-07 10:56:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.33 total_reward_ma:-9.42 loss:-0.01094 fps:1371 +frame:2.64e+06 wall_t:1925 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.314 +2026-01-07 10:56:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.42 loss:-0.01335 fps:1372 +frame:2.65e+06 wall_t:1932 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.303 +2026-01-07 10:56:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.42 loss:-0.0106 fps:1371 +frame:2.66e+06 wall_t:1940 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.317 +2026-01-07 10:56:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.42 loss:-0.01052 fps:1371 +frame:2.67e+06 wall_t:1948 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.336 +2026-01-07 10:56:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.41 loss:-0.01348 fps:1371 +frame:2.68e+06 wall_t:1955 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.34 +2026-01-07 10:56:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.41 loss:-0.01356 fps:1370 +frame:2.69e+06 wall_t:1963 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.328 +2026-01-07 10:57:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.41 loss:-0.01189 fps:1371 +frame:2.70e+06 wall_t:1970 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.324 +2026-01-07 10:57:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.41 loss:-0.01225 fps:1370 +frame:2.71e+06 wall_t:1978 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.311 +2026-01-07 10:57:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.40 loss:-0.01128 fps:1370 +frame:2.72e+06 wall_t:1985 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.305 +2026-01-07 10:57:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.40 loss:-0.009997 fps:1370 +frame:2.73e+06 wall_t:1992 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.33 +2026-01-07 10:57:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.40 loss:-0.01151 fps:1371 +frame:2.74e+06 wall_t:1999 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.329 +2026-01-07 10:57:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.39 loss:-0.01385 fps:1371 +frame:2.75e+06 wall_t:2006 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.337 +2026-01-07 10:57:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.39 loss:-0.0125 fps:1370 +frame:2.76e+06 wall_t:2014 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.336 +2026-01-07 10:57:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.39 loss:-0.01569 fps:1370 +frame:2.77e+06 wall_t:2022 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.334 +2026-01-07 10:58:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.39 loss:-0.01216 fps:1370 +frame:2.78e+06 wall_t:2029 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.357 +2026-01-07 10:58:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.38 loss:-0.0129 fps:1370 +frame:2.79e+06 wall_t:2036 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.33 +2026-01-07 10:58:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.38 loss:-0.01247 fps:1370 +frame:2.80e+06 wall_t:2044 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.333 +2026-01-07 10:58:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.38 loss:-0.0122 fps:1371 +frame:2.81e+06 wall_t:2050 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.334 +2026-01-07 10:58:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.37 loss:-0.01113 fps:1371 +frame:2.82e+06 wall_t:2057 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.34 +2026-01-07 10:58:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.37 loss:-0.0116 fps:1371 +frame:2.83e+06 wall_t:2064 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.359 +2026-01-07 10:58:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.37 loss:-0.01297 fps:1371 +frame:2.84e+06 wall_t:2071 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.297 +2026-01-07 10:58:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.36 loss:-0.01129 fps:1370 +frame:2.85e+06 wall_t:2080 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.295 +2026-01-07 10:58:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.36 loss:-0.01221 fps:1370 +frame:2.86e+06 wall_t:2088 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.289 +2026-01-07 10:59:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.36 loss:-0.01337 fps:1370 +frame:2.87e+06 wall_t:2095 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.306 +2026-01-07 10:59:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.36 loss:-0.01343 fps:1369 +frame:2.88e+06 wall_t:2103 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.315 +2026-01-07 10:59:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.36 loss:-0.0135 fps:1369 +frame:2.89e+06 wall_t:2111 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.294 +2026-01-07 10:59:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.35 loss:-0.01123 fps:1368 +frame:2.90e+06 wall_t:2120 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.29 +2026-01-07 10:59:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.35 loss:-0.01197 fps:1369 +frame:2.91e+06 wall_t:2126 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.304 +2026-01-07 10:59:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.35 loss:-0.01161 fps:1369 +frame:2.92e+06 wall_t:2133 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.299 +2026-01-07 10:59:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.37 total_reward_ma:-9.35 loss:-0.01452 fps:1368 +frame:2.93e+06 wall_t:2142 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.334 +2026-01-07 11:00:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.35 loss:-0.01054 fps:1367 +frame:2.94e+06 wall_t:2150 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.302 +2026-01-07 11:00:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-9.35 loss:-0.01093 fps:1367 +frame:2.95e+06 wall_t:2158 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.327 +2026-01-07 11:00:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.35 loss:-0.0118 fps:1367 +frame:2.96e+06 wall_t:2166 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.294 +2026-01-07 11:00:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.35 loss:-0.0115 fps:1367 +frame:2.97e+06 wall_t:2173 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.308 +2026-01-07 11:00:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.35 loss:-0.01083 fps:1367 +frame:2.98e+06 wall_t:2180 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.313 +2026-01-07 11:00:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.35 loss:-0.01308 fps:1367 +frame:2.99e+06 wall_t:2187 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.322 +2026-01-07 11:00:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.35 loss:-0.01098 fps:1367 +frame:3.00e+06 wall_t:2194 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.294 +2026-01-07 11:00:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.35 loss:-0.01279 fps:1368 +frame:3.01e+06 wall_t:2201 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.313 +2026-01-07 11:00:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.35 loss:-0.01209 fps:1368 +frame:3.02e+06 wall_t:2208 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.292 +2026-01-07 11:01:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.35 loss:-0.01321 fps:1368 +frame:3.03e+06 wall_t:2215 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.305 +2026-01-07 11:01:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.35 loss:-0.01271 fps:1368 +frame:3.04e+06 wall_t:2222 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.313 +2026-01-07 11:01:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.35 loss:-0.009699 fps:1368 +frame:3.05e+06 wall_t:2229 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.319 +2026-01-07 11:01:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.35 loss:-0.01272 fps:1368 +frame:3.06e+06 wall_t:2237 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.344 +2026-01-07 11:01:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.35 loss:-0.0112 fps:1367 +frame:3.07e+06 wall_t:2245 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.328 +2026-01-07 11:01:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-9.35 loss:-0.01162 fps:1368 +frame:3.08e+06 wall_t:2251 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.309 +2026-01-07 11:01:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.35 loss:-0.01408 fps:1368 +frame:3.09e+06 wall_t:2258 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.329 +2026-01-07 11:01:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.35 loss:-0.01598 fps:1368 +frame:3.10e+06 wall_t:2266 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.327 +2026-01-07 11:02:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.42 total_reward_ma:-9.35 loss:-0.0138 fps:1368 +frame:3.11e+06 wall_t:2273 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.346 +2026-01-07 11:02:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.34 loss:-0.01316 fps:1368 +frame:3.12e+06 wall_t:2280 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.343 +2026-01-07 11:02:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.34 loss:-0.01208 fps:1368 +frame:3.13e+06 wall_t:2288 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.32 +2026-01-07 11:02:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.34 loss:-0.01266 fps:1369 +frame:3.14e+06 wall_t:2294 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.33 +2026-01-07 11:02:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.45 total_reward_ma:-9.34 loss:-0.009863 fps:1368 +frame:3.15e+06 wall_t:2302 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.329 +2026-01-07 11:02:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.34 loss:-0.01096 fps:1369 +frame:3.16e+06 wall_t:2309 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.315 +2026-01-07 11:02:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-9.33 loss:-0.01148 fps:1369 +frame:3.17e+06 wall_t:2316 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.3 +2026-01-07 11:02:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.33 loss:-0.01013 fps:1369 +frame:3.18e+06 wall_t:2323 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.306 +2026-01-07 11:03:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.33 loss:-0.007334 fps:1369 +frame:3.19e+06 wall_t:2330 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.304 +2026-01-07 11:03:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.33 loss:-0.01287 fps:1369 +frame:3.20e+06 wall_t:2337 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.352 +2026-01-07 11:03:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.33 total_reward_ma:-9.33 loss:-0.01383 fps:1369 +frame:3.21e+06 wall_t:2344 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.311 +2026-01-07 11:03:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.32 loss:-0.01419 fps:1370 +frame:3.22e+06 wall_t:2351 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.365 +2026-01-07 11:03:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.32 loss:-0.01471 fps:1370 +frame:3.23e+06 wall_t:2358 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.343 +2026-01-07 11:03:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.32 loss:-0.01501 fps:1369 +frame:3.24e+06 wall_t:2366 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.343 +2026-01-07 11:03:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.32 loss:-0.01331 fps:1370 +frame:3.25e+06 wall_t:2372 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.351 +2026-01-07 11:03:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.32 loss:-0.009998 fps:1370 +frame:3.26e+06 wall_t:2379 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.337 +2026-01-07 11:03:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.31 loss:-0.01184 fps:1370 +frame:3.27e+06 wall_t:2387 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.304 +2026-01-07 11:04:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.31 loss:-0.01325 fps:1370 +frame:3.28e+06 wall_t:2394 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.318 +2026-01-07 11:04:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.36 total_reward_ma:-9.31 loss:-0.01374 fps:1370 +frame:3.29e+06 wall_t:2402 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.305 +2026-01-07 11:04:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.31 loss:-0.0116 fps:1370 +frame:3.30e+06 wall_t:2409 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.332 +2026-01-07 11:04:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.31 loss:-0.01132 fps:1369 +frame:3.31e+06 wall_t:2417 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.319 +2026-01-07 11:04:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.31 loss:-0.01213 fps:1370 +frame:3.32e+06 wall_t:2424 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.349 +2026-01-07 11:04:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.31 loss:-0.01539 fps:1370 +frame:3.33e+06 wall_t:2430 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.338 +2026-01-07 11:04:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.31 loss:-0.01093 fps:1371 +frame:3.34e+06 wall_t:2437 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.352 +2026-01-07 11:04:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.31 loss:-0.01488 fps:1370 +frame:3.35e+06 wall_t:2445 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.298 +2026-01-07 11:05:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.31 loss:-0.01126 fps:1370 +frame:3.36e+06 wall_t:2453 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.347 +2026-01-07 11:05:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.31 loss:-0.01297 fps:1370 +frame:3.37e+06 wall_t:2460 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.331 +2026-01-07 11:05:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.33 total_reward_ma:-9.31 loss:-0.01158 fps:1370 +frame:3.38e+06 wall_t:2467 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.383 +2026-01-07 11:05:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.37 total_reward_ma:-9.32 loss:-0.01043 fps:1370 +frame:3.39e+06 wall_t:2475 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.392 +2026-01-07 11:05:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.38 total_reward_ma:-9.32 loss:-0.01359 fps:1369 +frame:3.40e+06 wall_t:2484 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.386 +2026-01-07 11:05:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.40 total_reward_ma:-9.32 loss:-0.01235 fps:1369 +frame:3.41e+06 wall_t:2491 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.366 +2026-01-07 11:05:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.32 loss:-0.01534 fps:1369 +frame:3.42e+06 wall_t:2499 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.365 +2026-01-07 11:05:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.32 loss:-0.01229 fps:1369 +frame:3.43e+06 wall_t:2506 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.349 +2026-01-07 11:06:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.33 loss:-0.01383 fps:1369 +frame:3.44e+06 wall_t:2513 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.363 +2026-01-07 11:06:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.33 loss:-0.01483 fps:1369 +frame:3.45e+06 wall_t:2521 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.355 +2026-01-07 11:06:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.51 total_reward_ma:-9.33 loss:-0.01218 fps:1368 +frame:3.46e+06 wall_t:2529 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.311 +2026-01-07 11:06:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.33 loss:-0.01278 fps:1368 +frame:3.47e+06 wall_t:2536 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.294 +2026-01-07 11:06:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.34 loss:-0.01266 fps:1368 +frame:3.48e+06 wall_t:2543 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.319 +2026-01-07 11:06:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.34 loss:-0.0139 fps:1369 +frame:3.49e+06 wall_t:2550 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.313 +2026-01-07 11:06:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.34 loss:-0.01183 fps:1369 +frame:3.50e+06 wall_t:2557 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.348 +2026-01-07 11:06:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.34 loss:-0.01097 fps:1368 +frame:3.51e+06 wall_t:2565 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.317 +2026-01-07 11:07:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.35 loss:-0.01144 fps:1368 +frame:3.52e+06 wall_t:2573 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.296 +2026-01-07 11:07:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.35 loss:-0.01195 fps:1368 +frame:3.53e+06 wall_t:2580 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.316 +2026-01-07 11:07:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.55 total_reward_ma:-9.35 loss:-0.01267 fps:1369 +frame:3.54e+06 wall_t:2586 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.322 +2026-01-07 11:07:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.36 loss:-0.01237 fps:1370 +frame:3.55e+06 wall_t:2592 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.29 +2026-01-07 11:07:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.58 total_reward_ma:-9.36 loss:-0.01263 fps:1370 +frame:3.56e+06 wall_t:2598 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.322 +2026-01-07 11:07:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.53 total_reward_ma:-9.36 loss:-0.01525 fps:1371 +frame:3.57e+06 wall_t:2604 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.323 +2026-01-07 11:07:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.53 total_reward_ma:-9.37 loss:-0.01311 fps:1372 +frame:3.58e+06 wall_t:2609 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.324 +2026-01-07 11:07:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.56 total_reward_ma:-9.37 loss:-0.01366 fps:1374 +frame:3.59e+06 wall_t:2613 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.319 +2026-01-07 11:07:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.54 total_reward_ma:-9.37 loss:-0.01275 fps:1375 +frame:3.60e+06 wall_t:2618 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.333 +2026-01-07 11:07:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.38 loss:-0.01218 fps:1376 +frame:3.61e+06 wall_t:2624 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.301 +2026-01-07 11:08:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.38 loss:-0.01122 fps:1377 +frame:3.62e+06 wall_t:2629 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.316 +2026-01-07 11:08:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.38 loss:-0.01029 fps:1378 +frame:3.63e+06 wall_t:2635 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.334 +2026-01-07 11:08:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.52 total_reward_ma:-9.38 loss:-0.01409 fps:1378 +frame:3.64e+06 wall_t:2642 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.326 +2026-01-07 11:08:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.38 loss:-0.01264 fps:1378 +frame:3.65e+06 wall_t:2649 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.325 +2026-01-07 11:08:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.39 loss:-0.01094 fps:1378 +frame:3.66e+06 wall_t:2656 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.346 +2026-01-07 11:08:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.39 loss:-0.01022 fps:1379 +frame:3.67e+06 wall_t:2662 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.299 +2026-01-07 11:08:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.49 total_reward_ma:-9.39 loss:-0.0153 fps:1379 +frame:3.68e+06 wall_t:2669 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.316 +2026-01-07 11:08:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.39 loss:-0.01531 fps:1379 +frame:3.69e+06 wall_t:2675 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.296 +2026-01-07 11:08:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.40 loss:-0.01092 fps:1380 +frame:3.70e+06 wall_t:2682 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.287 +2026-01-07 11:08:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.40 loss:-0.0116 fps:1380 +frame:3.71e+06 wall_t:2688 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.281 +2026-01-07 11:09:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.40 loss:-0.009661 fps:1381 +frame:3.72e+06 wall_t:2694 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.308 +2026-01-07 11:09:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.40 loss:-0.01226 fps:1381 +frame:3.73e+06 wall_t:2701 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.297 +2026-01-07 11:09:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.50 total_reward_ma:-9.40 loss:-0.01613 fps:1382 +frame:3.74e+06 wall_t:2707 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.26 +2026-01-07 11:09:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.41 loss:-0.0104 fps:1382 +frame:3.75e+06 wall_t:2714 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.294 +2026-01-07 11:09:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.41 loss:-0.01295 fps:1382 +frame:3.76e+06 wall_t:2720 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.289 +2026-01-07 11:09:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.42 total_reward_ma:-9.41 loss:-0.0131 fps:1383 +frame:3.77e+06 wall_t:2726 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.302 +2026-01-07 11:09:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.42 total_reward_ma:-9.41 loss:-0.01428 fps:1383 +frame:3.78e+06 wall_t:2733 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.314 +2026-01-07 11:09:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.41 loss:-0.01366 fps:1384 +frame:3.79e+06 wall_t:2739 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.307 +2026-01-07 11:09:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.41 loss:-0.01182 fps:1384 +frame:3.80e+06 wall_t:2746 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.285 +2026-01-07 11:10:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.45 total_reward_ma:-9.42 loss:-0.01418 fps:1384 +frame:3.81e+06 wall_t:2752 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.307 +2026-01-07 11:10:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.42 loss:-0.01099 fps:1385 +frame:3.82e+06 wall_t:2758 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.306 +2026-01-07 11:10:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.42 loss:-0.01476 fps:1385 +frame:3.83e+06 wall_t:2765 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.291 +2026-01-07 11:10:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.42 loss:-0.01223 fps:1385 +frame:3.84e+06 wall_t:2772 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.332 +2026-01-07 11:10:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.43 loss:-0.01034 fps:1386 +frame:3.85e+06 wall_t:2778 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.302 +2026-01-07 11:10:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.47 total_reward_ma:-9.43 loss:-0.01192 fps:1386 +frame:3.86e+06 wall_t:2784 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.332 +2026-01-07 11:10:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.43 loss:-0.01138 fps:1387 +frame:3.87e+06 wall_t:2791 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.299 +2026-01-07 11:10:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.43 loss:-0.01349 fps:1387 +frame:3.88e+06 wall_t:2797 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.326 +2026-01-07 11:10:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.48 total_reward_ma:-9.43 loss:-0.0146 fps:1387 +frame:3.89e+06 wall_t:2804 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.32 +2026-01-07 11:11:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.46 total_reward_ma:-9.43 loss:-0.01202 fps:1388 +frame:3.90e+06 wall_t:2810 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.313 +2026-01-07 11:11:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.43 loss:-0.01066 fps:1388 +frame:3.91e+06 wall_t:2816 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.266 +2026-01-07 11:11:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.44 loss:-0.01225 fps:1389 +frame:3.92e+06 wall_t:2822 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.297 +2026-01-07 11:11:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.44 loss:-0.01498 fps:1390 +frame:3.93e+06 wall_t:2828 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.294 +2026-01-07 11:11:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.40 total_reward_ma:-9.44 loss:-0.01067 fps:1390 +frame:3.94e+06 wall_t:2835 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.281 +2026-01-07 11:11:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.44 loss:-0.01315 fps:1390 +frame:3.95e+06 wall_t:2841 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.295 +2026-01-07 11:11:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-9.44 loss:-0.01297 fps:1391 +frame:3.96e+06 wall_t:2847 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.28 +2026-01-07 11:11:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.37 total_reward_ma:-9.43 loss:-0.0126 fps:1391 +frame:3.97e+06 wall_t:2854 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.282 +2026-01-07 11:11:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-9.43 loss:-0.01212 fps:1392 +frame:3.98e+06 wall_t:2860 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.302 +2026-01-07 11:11:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.41 total_reward_ma:-9.43 loss:-0.01034 fps:1392 +frame:3.99e+06 wall_t:2867 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.301 +2026-01-07 11:12:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.43 loss:-0.01253 fps:1392 +frame:4.00e+06 wall_t:2873 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.299 +2026-01-07 11:12:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.44 total_reward_ma:-9.43 loss:-0.01122 fps:1393 +frame:4.01e+06 wall_t:2879 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.283 +2026-01-07 11:12:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.43 total_reward_ma:-9.43 loss:-0.01357 fps:1393 +frame:4.02e+06 wall_t:2885 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.33 +2026-01-07 11:12:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.40 total_reward_ma:-9.43 loss:-0.01222 fps:1393 +frame:4.03e+06 wall_t:2892 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.303 +2026-01-07 11:12:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.40 total_reward_ma:-9.43 loss:-0.01678 fps:1394 +frame:4.04e+06 wall_t:2899 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.267 +2026-01-07 11:12:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.39 total_reward_ma:-9.43 loss:-0.01236 fps:1394 +frame:4.05e+06 wall_t:2905 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.324 +2026-01-07 11:12:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.37 total_reward_ma:-9.43 loss:-0.01241 fps:1394 +frame:4.06e+06 wall_t:2912 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.311 +2026-01-07 11:12:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.36 total_reward_ma:-9.43 loss:-0.01232 fps:1395 +frame:4.07e+06 wall_t:2918 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.296 +2026-01-07 11:12:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.36 total_reward_ma:-9.43 loss:-0.01107 fps:1395 +frame:4.08e+06 wall_t:2924 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.288 +2026-01-07 11:13:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.43 loss:-0.01154 fps:1395 +frame:4.09e+06 wall_t:2931 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.296 +2026-01-07 11:13:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.43 loss:-0.01129 fps:1396 +frame:4.10e+06 wall_t:2936 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.291 +2026-01-07 11:13:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.42 loss:-0.01355 fps:1397 +frame:4.11e+06 wall_t:2942 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.256 +2026-01-07 11:13:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.42 loss:-0.01495 fps:1397 +frame:4.12e+06 wall_t:2949 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.306 +2026-01-07 11:13:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.42 loss:-0.01366 fps:1398 +frame:4.13e+06 wall_t:2955 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.288 +2026-01-07 11:13:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.42 loss:-0.01325 fps:1398 +frame:4.14e+06 wall_t:2961 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.27 +2026-01-07 11:13:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.42 loss:-0.01317 fps:1398 +frame:4.15e+06 wall_t:2968 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.317 +2026-01-07 11:13:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.31 total_reward_ma:-9.42 loss:-0.01291 fps:1399 +frame:4.16e+06 wall_t:2974 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.321 +2026-01-07 11:13:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.42 loss:-0.01144 fps:1399 +frame:4.17e+06 wall_t:2981 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.28 +2026-01-07 11:13:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.42 loss:-0.01144 fps:1399 +frame:4.18e+06 wall_t:2988 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.252 +2026-01-07 11:14:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.41 loss:-0.01459 fps:1399 +frame:4.19e+06 wall_t:2994 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.313 +2026-01-07 11:14:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.41 loss:-0.01428 fps:1400 +frame:4.20e+06 wall_t:3001 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.276 +2026-01-07 11:14:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.41 loss:-0.01147 fps:1400 +frame:4.21e+06 wall_t:3008 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.296 +2026-01-07 11:14:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.41 loss:-0.01278 fps:1400 +frame:4.22e+06 wall_t:3015 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.28 +2026-01-07 11:14:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.41 loss:-0.01322 fps:1400 +frame:4.23e+06 wall_t:3022 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.301 +2026-01-07 11:14:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.41 loss:-0.0109 fps:1400 +frame:4.24e+06 wall_t:3029 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.304 +2026-01-07 11:14:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.41 loss:-0.01049 fps:1400 +frame:4.25e+06 wall_t:3036 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.316 +2026-01-07 11:14:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.41 loss:-0.01105 fps:1400 +frame:4.26e+06 wall_t:3042 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.288 +2026-01-07 11:14:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.41 loss:-0.01322 fps:1401 +frame:4.27e+06 wall_t:3048 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.236 +2026-01-07 11:15:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.41 loss:-0.01056 fps:1401 +frame:4.28e+06 wall_t:3054 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.269 +2026-01-07 11:15:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.41 loss:-0.01308 fps:1402 +frame:4.29e+06 wall_t:3060 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.284 +2026-01-07 11:15:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.41 loss:-0.01262 fps:1402 +frame:4.30e+06 wall_t:3067 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.293 +2026-01-07 11:15:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.41 loss:-0.0152 fps:1403 +frame:4.31e+06 wall_t:3073 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.309 +2026-01-07 11:15:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.41 loss:-0.01439 fps:1403 +frame:4.32e+06 wall_t:3080 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.322 +2026-01-07 11:15:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.41 loss:-0.01194 fps:1403 +frame:4.33e+06 wall_t:3086 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.307 +2026-01-07 11:15:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.41 loss:-0.01303 fps:1403 +frame:4.34e+06 wall_t:3093 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.306 +2026-01-07 11:15:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.41 loss:-0.01339 fps:1403 +frame:4.35e+06 wall_t:3100 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.284 +2026-01-07 11:15:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.27 total_reward_ma:-9.40 loss:-0.01029 fps:1403 +frame:4.36e+06 wall_t:3107 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.309 +2026-01-07 11:16:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.40 loss:-0.012 fps:1404 +frame:4.37e+06 wall_t:3113 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.298 +2026-01-07 11:16:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.40 loss:-0.01301 fps:1404 +frame:4.38e+06 wall_t:3120 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.303 +2026-01-07 11:16:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.40 loss:-0.009953 fps:1404 +frame:4.39e+06 wall_t:3126 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.293 +2026-01-07 11:16:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.40 loss:-0.01272 fps:1404 +frame:4.40e+06 wall_t:3133 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.264 +2026-01-07 11:16:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.40 loss:-0.01061 fps:1404 +frame:4.41e+06 wall_t:3140 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.277 +2026-01-07 11:16:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.20 total_reward_ma:-9.40 loss:-0.01021 fps:1405 +frame:4.42e+06 wall_t:3146 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.311 +2026-01-07 11:16:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.39 loss:-0.01025 fps:1405 +frame:4.43e+06 wall_t:3152 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.305 +2026-01-07 11:16:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.39 loss:-0.01248 fps:1406 +frame:4.44e+06 wall_t:3158 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.272 +2026-01-07 11:16:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.39 loss:-0.0115 fps:1406 +frame:4.45e+06 wall_t:3164 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.322 +2026-01-07 11:17:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.39 loss:-0.01521 fps:1406 +frame:4.46e+06 wall_t:3171 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.252 +2026-01-07 11:17:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.38 loss:-0.0131 fps:1407 +frame:4.47e+06 wall_t:3177 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.297 +2026-01-07 11:17:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.38 loss:-0.01388 fps:1407 +frame:4.48e+06 wall_t:3183 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.304 +2026-01-07 11:17:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.20 total_reward_ma:-9.38 loss:-0.01518 fps:1408 +frame:4.49e+06 wall_t:3190 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.308 +2026-01-07 11:17:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.15 total_reward_ma:-9.37 loss:-0.01257 fps:1408 +frame:4.50e+06 wall_t:3196 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.299 +2026-01-07 11:17:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.10 total_reward_ma:-9.37 loss:-0.01407 fps:1408 +frame:4.51e+06 wall_t:3202 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.306 +2026-01-07 11:17:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.04 total_reward_ma:-9.37 loss:-0.01128 fps:1409 +frame:4.52e+06 wall_t:3209 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.304 +2026-01-07 11:17:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.08 total_reward_ma:-9.36 loss:-0.01519 fps:1409 +frame:4.53e+06 wall_t:3214 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.295 +2026-01-07 11:17:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.09 total_reward_ma:-9.36 loss:-0.01325 fps:1410 +frame:4.54e+06 wall_t:3221 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.312 +2026-01-07 11:17:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.09 total_reward_ma:-9.35 loss:-0.01157 fps:1410 +frame:4.55e+06 wall_t:3228 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.309 +2026-01-07 11:18:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.13 total_reward_ma:-9.35 loss:-0.01533 fps:1410 +frame:4.56e+06 wall_t:3234 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.255 +2026-01-07 11:18:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.19 total_reward_ma:-9.34 loss:-0.01296 fps:1410 +frame:4.57e+06 wall_t:3240 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.29 +2026-01-07 11:18:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.19 total_reward_ma:-9.34 loss:-0.01304 fps:1411 +frame:4.58e+06 wall_t:3247 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.284 +2026-01-07 11:18:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.20 total_reward_ma:-9.34 loss:-0.01215 fps:1411 +frame:4.59e+06 wall_t:3253 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.313 +2026-01-07 11:18:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.33 loss:-0.01256 fps:1411 +frame:4.60e+06 wall_t:3260 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.284 +2026-01-07 11:18:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.23 total_reward_ma:-9.33 loss:-0.01219 fps:1412 +frame:4.61e+06 wall_t:3266 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.304 +2026-01-07 11:18:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.18 total_reward_ma:-9.33 loss:-0.01289 fps:1412 +frame:4.62e+06 wall_t:3272 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.302 +2026-01-07 11:18:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.32 loss:-0.01165 fps:1412 +frame:4.63e+06 wall_t:3278 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.293 +2026-01-07 11:18:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.32 loss:-0.01203 fps:1413 +frame:4.64e+06 wall_t:3284 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.288 +2026-01-07 11:19:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.32 loss:-0.009759 fps:1413 +frame:4.65e+06 wall_t:3292 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.288 +2026-01-07 11:19:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.32 loss:-0.01045 fps:1413 +frame:4.66e+06 wall_t:3299 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.289 +2026-01-07 11:19:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.31 loss:-0.01223 fps:1413 +frame:4.67e+06 wall_t:3306 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.271 +2026-01-07 11:19:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.21 total_reward_ma:-9.31 loss:-0.01382 fps:1413 +frame:4.68e+06 wall_t:3313 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.234 +2026-01-07 11:19:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.17 total_reward_ma:-9.31 loss:-0.01166 fps:1413 +frame:4.69e+06 wall_t:3320 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.271 +2026-01-07 11:19:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.17 total_reward_ma:-9.31 loss:-0.01512 fps:1413 +frame:4.70e+06 wall_t:3326 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.301 +2026-01-07 11:19:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.14 total_reward_ma:-9.30 loss:-0.01037 fps:1414 +frame:4.71e+06 wall_t:3332 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.317 +2026-01-07 11:19:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.14 total_reward_ma:-9.30 loss:-0.01566 fps:1414 +frame:4.72e+06 wall_t:3339 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.265 +2026-01-07 11:19:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.30 loss:-0.01074 fps:1414 +frame:4.73e+06 wall_t:3346 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.28 +2026-01-07 11:20:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.29 loss:-0.0135 fps:1414 +frame:4.74e+06 wall_t:3352 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.312 +2026-01-07 11:20:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.29 loss:-0.01407 fps:1415 +frame:4.75e+06 wall_t:3358 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.282 +2026-01-07 11:20:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.33 total_reward_ma:-9.29 loss:-0.01179 fps:1415 +frame:4.76e+06 wall_t:3365 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.257 +2026-01-07 11:20:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.29 loss:-0.01771 fps:1415 +frame:4.77e+06 wall_t:3371 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.249 +2026-01-07 11:20:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.35 total_reward_ma:-9.29 loss:-0.01282 fps:1415 +frame:4.78e+06 wall_t:3377 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.268 +2026-01-07 11:20:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.29 loss:-0.01288 fps:1416 +frame:4.79e+06 wall_t:3383 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.252 +2026-01-07 11:20:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.31 total_reward_ma:-9.29 loss:-0.01086 fps:1416 +frame:4.80e+06 wall_t:3390 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.267 +2026-01-07 11:20:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.28 loss:-0.009938 fps:1416 +frame:4.81e+06 wall_t:3396 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.253 +2026-01-07 11:20:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.28 loss:-0.01203 fps:1416 +frame:4.82e+06 wall_t:3403 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.304 +2026-01-07 11:21:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.28 loss:-0.01309 fps:1417 +frame:4.83e+06 wall_t:3409 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.262 +2026-01-07 11:21:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.26 total_reward_ma:-9.28 loss:-0.01045 fps:1417 +frame:4.84e+06 wall_t:3416 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.252 +2026-01-07 11:21:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.28 loss:-0.01389 fps:1417 +frame:4.85e+06 wall_t:3423 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.29 +2026-01-07 11:21:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.27 loss:-0.01253 fps:1417 +frame:4.86e+06 wall_t:3429 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.304 +2026-01-07 11:21:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.28 total_reward_ma:-9.27 loss:-0.01167 fps:1418 +frame:4.87e+06 wall_t:3435 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.287 +2026-01-07 11:21:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.24 total_reward_ma:-9.27 loss:-0.008939 fps:1418 +frame:4.88e+06 wall_t:3441 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.282 +2026-01-07 11:21:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.27 loss:-0.01396 fps:1418 +frame:4.89e+06 wall_t:3448 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.248 +2026-01-07 11:21:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.27 loss:-0.01349 fps:1419 +frame:4.90e+06 wall_t:3454 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.279 +2026-01-07 11:21:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.26 loss:-0.01283 fps:1418 +frame:4.91e+06 wall_t:3462 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.321 +2026-01-07 11:21:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.30 total_reward_ma:-9.26 loss:-0.01021 fps:1419 +frame:4.92e+06 wall_t:3468 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.318 +2026-01-07 11:22:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.37 total_reward_ma:-9.26 loss:-0.01205 fps:1419 +frame:4.93e+06 wall_t:3475 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.24 +2026-01-07 11:22:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.32 total_reward_ma:-9.26 loss:-0.01489 fps:1419 +frame:4.94e+06 wall_t:3481 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.299 +2026-01-07 11:22:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.26 loss:-0.01272 fps:1420 +frame:4.95e+06 wall_t:3487 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.276 +2026-01-07 11:22:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.34 total_reward_ma:-9.26 loss:-0.01378 fps:1420 +frame:4.96e+06 wall_t:3494 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.309 +2026-01-07 11:22:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.29 total_reward_ma:-9.26 loss:-0.01108 fps:1420 +frame:4.97e+06 wall_t:3501 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.255 +2026-01-07 11:22:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.25 total_reward_ma:-9.26 loss:-0.01071 fps:1420 +frame:4.98e+06 wall_t:3507 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.233 +2026-01-07 11:22:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.26 loss:-0.01196 fps:1420 +frame:4.99e+06 wall_t:3515 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.249 +2026-01-07 11:22:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.25 loss:-0.01018 fps:1420 +frame:5.00e+06 wall_t:3522 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.289 +2026-01-07 11:22:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.22 total_reward_ma:-9.25 loss:-0.01408 fps:1420 +frame:5.01e+06 wall_t:3529 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.247 +2026-01-07 11:23:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.14 total_reward_ma:-9.25 loss:-0.01212 fps:1420 +frame:5.02e+06 wall_t:3535 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.26 +2026-01-07 11:23:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.11 total_reward_ma:-9.25 loss:-0.009719 fps:1421 +frame:5.03e+06 wall_t:3541 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.254 +2026-01-07 11:23:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.06 total_reward_ma:-9.24 loss:-0.009961 fps:1421 +frame:5.04e+06 wall_t:3548 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.241 +2026-01-07 11:23:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.07 total_reward_ma:-9.24 loss:-0.01136 fps:1421 +frame:5.05e+06 wall_t:3555 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.304 +2026-01-07 11:23:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.08 total_reward_ma:-9.24 loss:-0.01338 fps:1421 +frame:5.06e+06 wall_t:3562 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.272 +2026-01-07 11:23:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.08 total_reward_ma:-9.23 loss:-0.009798 fps:1421 +frame:5.07e+06 wall_t:3569 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.289 +2026-01-07 11:23:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.09 total_reward_ma:-9.23 loss:-0.01144 fps:1421 +frame:5.08e+06 wall_t:3575 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.285 +2026-01-07 11:23:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.05 total_reward_ma:-9.23 loss:-0.01161 fps:1421 +frame:5.09e+06 wall_t:3581 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.3 +2026-01-07 11:23:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.03 total_reward_ma:-9.23 loss:-0.01516 fps:1422 +frame:5.10e+06 wall_t:3587 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.309 +2026-01-07 11:24:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-9.03 total_reward_ma:-9.22 loss:-0.01173 fps:1422 +frame:5.11e+06 wall_t:3594 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.313 +2026-01-07 11:24:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.95 total_reward_ma:-9.22 loss:-0.01118 fps:1422 +frame:5.12e+06 wall_t:3600 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.289 +2026-01-07 11:24:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.97 total_reward_ma:-9.22 loss:-0.01041 fps:1423 +frame:5.13e+06 wall_t:3606 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.269 +2026-01-07 11:24:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.97 total_reward_ma:-9.21 loss:-0.01209 fps:1423 +frame:5.14e+06 wall_t:3612 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.276 +2026-01-07 11:24:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.97 total_reward_ma:-9.21 loss:-0.009525 fps:1423 +frame:5.15e+06 wall_t:3619 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.242 +2026-01-07 11:24:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.97 total_reward_ma:-9.21 loss:-0.0138 fps:1423 +frame:5.16e+06 wall_t:3626 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.221 +2026-01-07 11:24:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.92 total_reward_ma:-9.20 loss:-0.009179 fps:1423 +frame:5.17e+06 wall_t:3632 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.242 +2026-01-07 11:24:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.84 total_reward_ma:-9.20 loss:-0.01034 fps:1424 +frame:5.18e+06 wall_t:3638 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.285 +2026-01-07 11:24:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-9.20 loss:-0.0128 fps:1424 +frame:5.19e+06 wall_t:3644 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.298 +2026-01-07 11:25:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.81 total_reward_ma:-9.19 loss:-0.008909 fps:1424 +frame:5.20e+06 wall_t:3651 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.287 +2026-01-07 11:25:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.85 total_reward_ma:-9.19 loss:-0.01038 fps:1424 +frame:5.21e+06 wall_t:3658 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.29 +2026-01-07 11:25:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-9.18 loss:-0.01218 fps:1425 +frame:5.22e+06 wall_t:3664 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.223 +2026-01-07 11:25:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.88 total_reward_ma:-9.18 loss:-0.01307 fps:1425 +frame:5.23e+06 wall_t:3671 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.214 +2026-01-07 11:25:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.87 total_reward_ma:-9.18 loss:-0.01304 fps:1425 +frame:5.24e+06 wall_t:3678 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.189 +2026-01-07 11:25:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-9.17 loss:-0.01157 fps:1425 +frame:5.25e+06 wall_t:3685 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.161 +2026-01-07 11:25:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.86 total_reward_ma:-9.17 loss:-0.01399 fps:1425 +frame:5.26e+06 wall_t:3692 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.171 +2026-01-07 11:25:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.84 total_reward_ma:-9.16 loss:-0.009148 fps:1425 +frame:5.27e+06 wall_t:3698 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.157 +2026-01-07 11:25:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.79 total_reward_ma:-9.16 loss:-0.01211 fps:1425 +frame:5.28e+06 wall_t:3704 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.243 +2026-01-07 11:26:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.76 total_reward_ma:-9.15 loss:-0.0117 fps:1425 +frame:5.29e+06 wall_t:3711 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.216 +2026-01-07 11:26:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.80 total_reward_ma:-9.15 loss:-0.01106 fps:1426 +frame:5.30e+06 wall_t:3717 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.215 +2026-01-07 11:26:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.67 total_reward_ma:-9.14 loss:-0.01043 fps:1426 +frame:5.31e+06 wall_t:3725 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.223 +2026-01-07 11:26:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.64 total_reward_ma:-9.14 loss:-0.01084 fps:1426 +frame:5.32e+06 wall_t:3732 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.246 +2026-01-07 11:26:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.64 total_reward_ma:-9.13 loss:-0.008079 fps:1426 +frame:5.33e+06 wall_t:3739 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.266 +2026-01-07 11:26:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.63 total_reward_ma:-9.13 loss:-0.01243 fps:1426 +frame:5.34e+06 wall_t:3745 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.218 +2026-01-07 11:26:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.63 total_reward_ma:-9.12 loss:-0.01231 fps:1426 +frame:5.35e+06 wall_t:3752 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.203 +2026-01-07 11:26:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.64 total_reward_ma:-9.11 loss:-0.01274 fps:1426 +frame:5.36e+06 wall_t:3759 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.236 +2026-01-07 11:26:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.64 total_reward_ma:-9.11 loss:-0.009761 fps:1426 +frame:5.37e+06 wall_t:3765 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.236 +2026-01-07 11:27:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.70 total_reward_ma:-9.10 loss:-0.0102 fps:1427 +frame:5.38e+06 wall_t:3771 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.234 +2026-01-07 11:27:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.70 total_reward_ma:-9.10 loss:-0.01217 fps:1427 +frame:5.39e+06 wall_t:3777 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.203 +2026-01-07 11:27:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.72 total_reward_ma:-9.09 loss:-0.0146 fps:1427 +frame:5.40e+06 wall_t:3783 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.199 +2026-01-07 11:27:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.73 total_reward_ma:-9.09 loss:-0.01115 fps:1427 +frame:5.41e+06 wall_t:3790 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.216 +2026-01-07 11:27:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.73 total_reward_ma:-9.08 loss:-0.01115 fps:1427 +frame:5.42e+06 wall_t:3797 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.231 +2026-01-07 11:27:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.64 total_reward_ma:-9.08 loss:-0.01044 fps:1428 +frame:5.43e+06 wall_t:3803 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.242 +2026-01-07 11:27:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.59 total_reward_ma:-9.07 loss:-0.01375 fps:1428 +frame:5.44e+06 wall_t:3810 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.253 +2026-01-07 11:27:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.61 total_reward_ma:-9.06 loss:-0.01129 fps:1428 +frame:5.45e+06 wall_t:3816 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.269 +2026-01-07 11:27:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.52 total_reward_ma:-9.06 loss:-0.01313 fps:1428 +frame:5.46e+06 wall_t:3823 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.228 +2026-01-07 11:28:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.49 total_reward_ma:-9.05 loss:-0.01318 fps:1429 +frame:5.47e+06 wall_t:3829 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.269 +2026-01-07 11:28:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.50 total_reward_ma:-9.04 loss:-0.01187 fps:1429 +frame:5.48e+06 wall_t:3835 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.264 +2026-01-07 11:28:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.43 total_reward_ma:-9.03 loss:-0.01167 fps:1429 +frame:5.49e+06 wall_t:3842 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.175 +2026-01-07 11:28:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.38 total_reward_ma:-9.03 loss:-0.01157 fps:1429 +frame:5.50e+06 wall_t:3848 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.224 +2026-01-07 11:28:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-9.02 loss:-0.01235 fps:1430 +frame:5.51e+06 wall_t:3854 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.202 +2026-01-07 11:28:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.16 total_reward_ma:-9.01 loss:-0.012 fps:1430 +frame:5.52e+06 wall_t:3861 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.246 +2026-01-07 11:28:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-9.00 loss:-0.009882 fps:1430 +frame:5.53e+06 wall_t:3867 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.199 +2026-01-07 11:28:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.16 total_reward_ma:-8.99 loss:-0.0113 fps:1430 +frame:5.54e+06 wall_t:3873 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.208 +2026-01-07 11:28:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.98 loss:-0.01291 fps:1431 +frame:5.55e+06 wall_t:3879 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.223 +2026-01-07 11:28:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.11 total_reward_ma:-8.97 loss:-0.009717 fps:1431 +frame:5.56e+06 wall_t:3885 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.24 +2026-01-07 11:29:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.96 loss:-0.01002 fps:1432 +frame:5.57e+06 wall_t:3891 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.255 +2026-01-07 11:29:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.10 total_reward_ma:-8.95 loss:-0.009622 fps:1432 +frame:5.58e+06 wall_t:3897 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.254 +2026-01-07 11:29:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.14 total_reward_ma:-8.94 loss:-0.0145 fps:1432 +frame:5.59e+06 wall_t:3903 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.262 +2026-01-07 11:29:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.10 total_reward_ma:-8.93 loss:-0.01387 fps:1432 +frame:5.60e+06 wall_t:3910 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.258 +2026-01-07 11:29:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.12 total_reward_ma:-8.91 loss:-0.01435 fps:1433 +frame:5.61e+06 wall_t:3916 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.266 +2026-01-07 11:29:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.11 total_reward_ma:-8.90 loss:-0.01476 fps:1433 +frame:5.62e+06 wall_t:3922 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.248 +2026-01-07 11:29:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.12 total_reward_ma:-8.89 loss:-0.01522 fps:1433 +frame:5.63e+06 wall_t:3929 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.264 +2026-01-07 11:29:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.07 total_reward_ma:-8.88 loss:-0.0129 fps:1433 +frame:5.64e+06 wall_t:3935 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.237 +2026-01-07 11:29:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.06 total_reward_ma:-8.87 loss:-0.01212 fps:1434 +frame:5.65e+06 wall_t:3941 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.22 +2026-01-07 11:29:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.01 total_reward_ma:-8.86 loss:-0.01463 fps:1434 +frame:5.66e+06 wall_t:3947 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.271 +2026-01-07 11:30:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.00 total_reward_ma:-8.84 loss:-0.01267 fps:1434 +frame:5.67e+06 wall_t:3954 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.237 +2026-01-07 11:30:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.98 total_reward_ma:-8.83 loss:-0.01303 fps:1434 +frame:5.68e+06 wall_t:3960 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.207 +2026-01-07 11:30:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.90 total_reward_ma:-8.82 loss:-0.00973 fps:1435 +frame:5.69e+06 wall_t:3966 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.206 +2026-01-07 11:30:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.88 total_reward_ma:-8.81 loss:-0.009454 fps:1435 +frame:5.70e+06 wall_t:3972 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.212 +2026-01-07 11:30:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.92 total_reward_ma:-8.79 loss:-0.01101 fps:1435 +frame:5.71e+06 wall_t:3979 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.184 +2026-01-07 11:30:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.92 total_reward_ma:-8.78 loss:-0.01452 fps:1435 +frame:5.72e+06 wall_t:3985 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.154 +2026-01-07 11:30:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.91 total_reward_ma:-8.77 loss:-0.01004 fps:1436 +frame:5.73e+06 wall_t:3991 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.236 +2026-01-07 11:30:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.99 total_reward_ma:-8.76 loss:-0.01297 fps:1436 +frame:5.74e+06 wall_t:3998 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.241 +2026-01-07 11:30:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.98 total_reward_ma:-8.74 loss:-0.009019 fps:1436 +frame:5.75e+06 wall_t:4004 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.191 +2026-01-07 11:31:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.00 total_reward_ma:-8.73 loss:-0.01208 fps:1436 +frame:5.76e+06 wall_t:4011 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.199 +2026-01-07 11:31:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.98 total_reward_ma:-8.72 loss:-0.01063 fps:1436 +frame:5.77e+06 wall_t:4017 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.203 +2026-01-07 11:31:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.03 total_reward_ma:-8.70 loss:-0.01173 fps:1437 +frame:5.78e+06 wall_t:4023 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.229 +2026-01-07 11:31:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.05 total_reward_ma:-8.69 loss:-0.01205 fps:1437 +frame:5.79e+06 wall_t:4030 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.188 +2026-01-07 11:31:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.06 total_reward_ma:-8.68 loss:-0.01293 fps:1437 +frame:5.80e+06 wall_t:4036 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.204 +2026-01-07 11:31:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.09 total_reward_ma:-8.67 loss:-0.01087 fps:1437 +frame:5.81e+06 wall_t:4042 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.213 +2026-01-07 11:31:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.15 total_reward_ma:-8.65 loss:-0.01076 fps:1437 +frame:5.82e+06 wall_t:4049 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.179 +2026-01-07 11:31:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.25 total_reward_ma:-8.64 loss:-0.01304 fps:1437 +frame:5.83e+06 wall_t:4056 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.19 +2026-01-07 11:31:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.20 total_reward_ma:-8.63 loss:-0.01383 fps:1437 +frame:5.84e+06 wall_t:4063 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.2 +2026-01-07 11:32:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.21 total_reward_ma:-8.62 loss:-0.009122 fps:1438 +frame:5.85e+06 wall_t:4069 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.232 +2026-01-07 11:32:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.21 total_reward_ma:-8.61 loss:-0.01199 fps:1438 +frame:5.86e+06 wall_t:4075 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.169 +2026-01-07 11:32:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.24 total_reward_ma:-8.60 loss:-0.0122 fps:1438 +frame:5.87e+06 wall_t:4082 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.219 +2026-01-07 11:32:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.21 total_reward_ma:-8.59 loss:-0.01002 fps:1438 +frame:5.88e+06 wall_t:4088 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.12 +2026-01-07 11:32:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.22 total_reward_ma:-8.58 loss:-0.009523 fps:1439 +frame:5.89e+06 wall_t:4094 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.158 +2026-01-07 11:32:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.21 total_reward_ma:-8.57 loss:-0.0128 fps:1439 +frame:5.90e+06 wall_t:4100 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.157 +2026-01-07 11:32:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.15 total_reward_ma:-8.56 loss:-0.01151 fps:1439 +frame:5.91e+06 wall_t:4107 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.141 +2026-01-07 11:32:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.14 total_reward_ma:-8.55 loss:-0.01041 fps:1439 +frame:5.92e+06 wall_t:4114 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.084 +2026-01-07 11:32:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.14 total_reward_ma:-8.54 loss:-0.0119 fps:1439 +frame:5.93e+06 wall_t:4121 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.137 +2026-01-07 11:32:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.09 total_reward_ma:-8.52 loss:-0.008723 fps:1439 +frame:5.94e+06 wall_t:4128 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.216 +2026-01-07 11:33:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.07 total_reward_ma:-8.51 loss:-0.01012 fps:1439 +frame:5.95e+06 wall_t:4135 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.238 +2026-01-07 11:33:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.99 total_reward_ma:-8.50 loss:-0.01087 fps:1439 +frame:5.96e+06 wall_t:4141 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.218 +2026-01-07 11:33:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.98 total_reward_ma:-8.48 loss:-0.01128 fps:1439 +frame:5.97e+06 wall_t:4148 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.2 +2026-01-07 11:33:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.02 total_reward_ma:-8.47 loss:-0.01279 fps:1440 +frame:5.98e+06 wall_t:4154 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.193 +2026-01-07 11:33:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.03 total_reward_ma:-8.46 loss:-0.01063 fps:1440 +frame:5.99e+06 wall_t:4161 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.222 +2026-01-07 11:33:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.04 total_reward_ma:-8.45 loss:-0.008496 fps:1440 +frame:6.00e+06 wall_t:4167 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.167 +2026-01-07 11:33:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.05 total_reward_ma:-8.44 loss:-0.01193 fps:1440 +frame:6.01e+06 wall_t:4174 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.207 +2026-01-07 11:33:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.09 total_reward_ma:-8.43 loss:-0.008841 fps:1440 +frame:6.02e+06 wall_t:4180 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 11:33:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.18 total_reward_ma:-8.42 loss:-0.0135 fps:1440 +frame:6.03e+06 wall_t:4187 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 11:34:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-8.41 loss:-0.01239 fps:1440 +frame:6.04e+06 wall_t:4194 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.308 +2026-01-07 11:34:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.23 total_reward_ma:-8.40 loss:-0.01141 fps:1440 +frame:6.05e+06 wall_t:4200 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 11:34:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.22 total_reward_ma:-8.39 loss:-0.009059 fps:1441 +frame:6.06e+06 wall_t:4206 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 11:34:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.26 total_reward_ma:-8.38 loss:-0.01086 fps:1441 +frame:6.07e+06 wall_t:4212 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.292 +2026-01-07 11:34:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.27 total_reward_ma:-8.38 loss:-0.01017 fps:1441 +frame:6.08e+06 wall_t:4218 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 11:34:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.26 total_reward_ma:-8.37 loss:-0.01316 fps:1441 +frame:6.09e+06 wall_t:4225 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 11:34:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.19 total_reward_ma:-8.36 loss:-0.007908 fps:1442 +frame:6.10e+06 wall_t:4231 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 11:34:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.10 total_reward_ma:-8.35 loss:-0.01087 fps:1442 +frame:6.11e+06 wall_t:4238 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 11:34:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.10 total_reward_ma:-8.34 loss:-0.01455 fps:1442 +frame:6.12e+06 wall_t:4245 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.239 +2026-01-07 11:35:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.07 total_reward_ma:-8.33 loss:-0.01085 fps:1442 +frame:6.13e+06 wall_t:4251 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 11:35:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.07 total_reward_ma:-8.32 loss:-0.01066 fps:1442 +frame:6.14e+06 wall_t:4257 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 11:35:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.08 total_reward_ma:-8.31 loss:-0.009325 fps:1443 +frame:6.15e+06 wall_t:4263 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.202 +2026-01-07 11:35:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.98 total_reward_ma:-8.30 loss:-0.01518 fps:1443 +frame:6.16e+06 wall_t:4270 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.184 +2026-01-07 11:35:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.98 total_reward_ma:-8.29 loss:-0.01022 fps:1443 +frame:6.17e+06 wall_t:4276 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.25 +2026-01-07 11:35:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.96 total_reward_ma:-8.29 loss:-0.01151 fps:1443 +frame:6.18e+06 wall_t:4282 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 11:35:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.97 total_reward_ma:-8.28 loss:-0.01312 fps:1444 +frame:6.19e+06 wall_t:4288 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 11:35:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.90 total_reward_ma:-8.27 loss:-0.0112 fps:1444 +frame:6.20e+06 wall_t:4295 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 11:35:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.87 total_reward_ma:-8.26 loss:-0.01152 fps:1444 +frame:6.21e+06 wall_t:4301 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 11:35:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.84 total_reward_ma:-8.25 loss:-0.01181 fps:1444 +frame:6.22e+06 wall_t:4308 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 11:36:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.88 total_reward_ma:-8.24 loss:-0.01177 fps:1444 +frame:6.23e+06 wall_t:4314 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.259 +2026-01-07 11:36:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.93 total_reward_ma:-8.23 loss:-0.0118 fps:1444 +frame:6.24e+06 wall_t:4320 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.258 +2026-01-07 11:36:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-8.05 total_reward_ma:-8.22 loss:-0.01169 fps:1444 +frame:6.25e+06 wall_t:4327 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 11:36:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.99 total_reward_ma:-8.21 loss:-0.01267 fps:1444 +frame:6.26e+06 wall_t:4334 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 11:36:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.92 total_reward_ma:-8.20 loss:-0.01226 fps:1445 +frame:6.27e+06 wall_t:4340 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 11:36:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.92 total_reward_ma:-8.19 loss:-0.008037 fps:1445 +frame:6.28e+06 wall_t:4346 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.238 +2026-01-07 11:36:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.87 total_reward_ma:-8.18 loss:-0.0123 fps:1445 +frame:6.29e+06 wall_t:4353 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 11:36:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.79 total_reward_ma:-8.17 loss:-0.01019 fps:1446 +frame:6.30e+06 wall_t:4358 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 11:36:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.75 total_reward_ma:-8.17 loss:-0.01184 fps:1446 +frame:6.31e+06 wall_t:4363 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 11:36:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.68 total_reward_ma:-8.16 loss:-0.01459 fps:1447 +frame:6.32e+06 wall_t:4368 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 11:37:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-8.15 loss:-0.01083 fps:1447 +frame:6.33e+06 wall_t:4375 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 11:37:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.64 total_reward_ma:-8.14 loss:-0.01013 fps:1447 +frame:6.34e+06 wall_t:4382 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:37:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.56 total_reward_ma:-8.13 loss:-0.01213 fps:1447 +frame:6.35e+06 wall_t:4388 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 11:37:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.56 total_reward_ma:-8.11 loss:-0.00961 fps:1447 +frame:6.36e+06 wall_t:4394 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 11:37:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.51 total_reward_ma:-8.10 loss:-0.01012 fps:1448 +frame:6.37e+06 wall_t:4400 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 11:37:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.35 total_reward_ma:-8.09 loss:-0.01216 fps:1448 +frame:6.38e+06 wall_t:4407 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 11:37:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-8.08 loss:-0.009385 fps:1448 +frame:6.39e+06 wall_t:4413 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 11:37:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.32 total_reward_ma:-8.06 loss:-0.01037 fps:1448 +frame:6.40e+06 wall_t:4420 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 11:37:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-8.05 loss:-0.009458 fps:1448 +frame:6.41e+06 wall_t:4426 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 11:38:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.18 total_reward_ma:-8.03 loss:-0.01148 fps:1449 +frame:6.42e+06 wall_t:4432 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 11:38:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-8.02 loss:-0.01159 fps:1449 +frame:6.43e+06 wall_t:4439 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 11:38:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.14 total_reward_ma:-8.00 loss:-0.01078 fps:1449 +frame:6.44e+06 wall_t:4445 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 11:38:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.14 total_reward_ma:-7.99 loss:-0.01239 fps:1449 +frame:6.45e+06 wall_t:4451 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:38:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-7.97 loss:-0.009573 fps:1450 +frame:6.46e+06 wall_t:4456 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:38:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-7.96 loss:-0.01059 fps:1450 +frame:6.47e+06 wall_t:4461 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 11:38:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.12 total_reward_ma:-7.95 loss:-0.01327 fps:1451 +frame:6.48e+06 wall_t:4467 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 11:38:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.11 total_reward_ma:-7.93 loss:-0.01309 fps:1451 +frame:6.49e+06 wall_t:4473 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 11:38:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.14 total_reward_ma:-7.92 loss:-0.007421 fps:1451 +frame:6.50e+06 wall_t:4479 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 11:38:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.91 loss:-0.0104 fps:1451 +frame:6.51e+06 wall_t:4486 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 11:39:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.22 total_reward_ma:-7.90 loss:-0.01376 fps:1451 +frame:6.52e+06 wall_t:4493 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 11:39:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.89 loss:-0.01269 fps:1451 +frame:6.53e+06 wall_t:4500 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 11:39:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.88 loss:-0.01268 fps:1451 +frame:6.54e+06 wall_t:4506 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 11:39:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.87 loss:-0.009471 fps:1451 +frame:6.55e+06 wall_t:4514 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 11:39:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.21 total_reward_ma:-7.87 loss:-0.01402 fps:1451 +frame:6.56e+06 wall_t:4521 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 11:39:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.22 total_reward_ma:-7.86 loss:-0.009618 fps:1451 +frame:6.57e+06 wall_t:4527 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 11:39:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-7.85 loss:-0.009268 fps:1452 +frame:6.58e+06 wall_t:4532 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.184 +2026-01-07 11:39:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.13 total_reward_ma:-7.84 loss:-0.009907 fps:1452 +frame:6.59e+06 wall_t:4538 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.237 +2026-01-07 11:39:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-7.83 loss:-0.009537 fps:1452 +frame:6.60e+06 wall_t:4545 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 11:40:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-7.82 loss:-0.01175 fps:1452 +frame:6.61e+06 wall_t:4551 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.184 +2026-01-07 11:40:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.24 total_reward_ma:-7.81 loss:-0.01329 fps:1453 +frame:6.62e+06 wall_t:4556 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 11:40:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.80 loss:-0.009249 fps:1453 +frame:6.63e+06 wall_t:4562 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 11:40:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.79 loss:-0.01398 fps:1454 +frame:6.64e+06 wall_t:4568 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 11:40:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.21 total_reward_ma:-7.78 loss:-0.01034 fps:1454 +frame:6.65e+06 wall_t:4574 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:40:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.27 total_reward_ma:-7.78 loss:-0.007931 fps:1454 +frame:6.66e+06 wall_t:4581 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 11:40:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.25 total_reward_ma:-7.77 loss:-0.009097 fps:1454 +frame:6.67e+06 wall_t:4587 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 11:40:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.22 total_reward_ma:-7.76 loss:-0.009695 fps:1454 +frame:6.68e+06 wall_t:4593 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 11:40:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.22 total_reward_ma:-7.76 loss:-0.01064 fps:1454 +frame:6.69e+06 wall_t:4600 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 11:40:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.22 total_reward_ma:-7.75 loss:-0.01063 fps:1455 +frame:6.70e+06 wall_t:4606 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 11:41:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.30 total_reward_ma:-7.74 loss:-0.01052 fps:1455 +frame:6.71e+06 wall_t:4612 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 11:41:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.33 total_reward_ma:-7.74 loss:-0.008695 fps:1455 +frame:6.72e+06 wall_t:4619 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 11:41:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.34 total_reward_ma:-7.73 loss:-0.01315 fps:1455 +frame:6.73e+06 wall_t:4625 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:41:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-7.73 loss:-0.01052 fps:1455 +frame:6.74e+06 wall_t:4632 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 11:41:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-7.72 loss:-0.01014 fps:1456 +frame:6.75e+06 wall_t:4637 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 11:41:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.44 total_reward_ma:-7.71 loss:-0.01162 fps:1456 +frame:6.76e+06 wall_t:4644 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 11:41:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.35 total_reward_ma:-7.71 loss:-0.009577 fps:1456 +frame:6.77e+06 wall_t:4650 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 11:41:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.34 total_reward_ma:-7.70 loss:-0.01166 fps:1456 +frame:6.78e+06 wall_t:4656 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 11:41:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.41 total_reward_ma:-7.69 loss:-0.01462 fps:1456 +frame:6.79e+06 wall_t:4662 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 11:42:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-7.69 loss:-0.009764 fps:1456 +frame:6.80e+06 wall_t:4670 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 11:42:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.46 total_reward_ma:-7.68 loss:-0.009855 fps:1456 +frame:6.81e+06 wall_t:4677 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 11:42:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.43 total_reward_ma:-7.67 loss:-0.01072 fps:1456 +frame:6.82e+06 wall_t:4684 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 11:42:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-7.66 loss:-0.01073 fps:1456 +frame:6.83e+06 wall_t:4690 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 11:42:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-7.66 loss:-0.01187 fps:1456 +frame:6.84e+06 wall_t:4697 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:42:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-7.65 loss:-0.009795 fps:1456 +frame:6.85e+06 wall_t:4704 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 11:42:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.41 total_reward_ma:-7.64 loss:-0.007749 fps:1456 +frame:6.86e+06 wall_t:4710 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 11:42:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-7.63 loss:-0.008735 fps:1456 +frame:6.87e+06 wall_t:4717 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 11:42:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.46 total_reward_ma:-7.63 loss:-0.01142 fps:1457 +frame:6.88e+06 wall_t:4723 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 11:43:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.49 total_reward_ma:-7.62 loss:-0.01256 fps:1457 +frame:6.89e+06 wall_t:4730 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 11:43:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.46 total_reward_ma:-7.61 loss:-0.008934 fps:1457 +frame:6.90e+06 wall_t:4737 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 11:43:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.44 total_reward_ma:-7.60 loss:-0.01152 fps:1457 +frame:6.91e+06 wall_t:4744 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 11:43:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.45 total_reward_ma:-7.60 loss:-0.009821 fps:1457 +frame:6.92e+06 wall_t:4750 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:43:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-7.59 loss:-0.0128 fps:1457 +frame:6.93e+06 wall_t:4757 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 11:43:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.42 total_reward_ma:-7.58 loss:-0.01139 fps:1457 +frame:6.94e+06 wall_t:4764 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 11:43:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.38 total_reward_ma:-7.58 loss:-0.01257 fps:1457 +frame:6.95e+06 wall_t:4770 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 11:43:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.38 total_reward_ma:-7.57 loss:-0.01057 fps:1457 +frame:6.96e+06 wall_t:4776 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 11:43:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.33 total_reward_ma:-7.56 loss:-0.009219 fps:1457 +frame:6.97e+06 wall_t:4783 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 11:44:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.35 total_reward_ma:-7.56 loss:-0.01059 fps:1458 +frame:6.98e+06 wall_t:4789 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 11:44:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-7.55 loss:-0.01107 fps:1457 +frame:6.99e+06 wall_t:4796 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 11:44:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.34 total_reward_ma:-7.54 loss:-0.009533 fps:1458 +frame:7.00e+06 wall_t:4801 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 11:44:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.31 total_reward_ma:-7.54 loss:-0.0115 fps:1458 +frame:7.01e+06 wall_t:4808 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 11:44:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.33 total_reward_ma:-7.53 loss:-0.009174 fps:1458 +frame:7.02e+06 wall_t:4814 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 11:44:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.37 total_reward_ma:-7.52 loss:-0.009724 fps:1458 +frame:7.03e+06 wall_t:4821 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 11:44:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.35 total_reward_ma:-7.51 loss:-0.009151 fps:1458 +frame:7.04e+06 wall_t:4827 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 11:44:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.43 total_reward_ma:-7.50 loss:-0.01208 fps:1458 +frame:7.05e+06 wall_t:4834 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 11:44:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.43 total_reward_ma:-7.50 loss:-0.01137 fps:1459 +frame:7.06e+06 wall_t:4840 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 11:44:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-7.49 loss:-0.01466 fps:1459 +frame:7.07e+06 wall_t:4846 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 11:45:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.40 total_reward_ma:-7.48 loss:-0.01325 fps:1459 +frame:7.08e+06 wall_t:4852 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.232 +2026-01-07 11:45:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.45 total_reward_ma:-7.47 loss:-0.01327 fps:1459 +frame:7.09e+06 wall_t:4858 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 11:45:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.38 total_reward_ma:-7.46 loss:-0.01291 fps:1459 +frame:7.10e+06 wall_t:4865 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 11:45:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.44 total_reward_ma:-7.46 loss:-0.01227 fps:1459 +frame:7.11e+06 wall_t:4872 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.112 +2026-01-07 11:45:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.53 total_reward_ma:-7.45 loss:-0.01087 fps:1459 +frame:7.12e+06 wall_t:4879 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 11:45:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.54 total_reward_ma:-7.44 loss:-0.01178 fps:1459 +frame:7.13e+06 wall_t:4886 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 11:45:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.53 total_reward_ma:-7.44 loss:-0.01214 fps:1460 +frame:7.14e+06 wall_t:4892 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 11:45:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.55 total_reward_ma:-7.43 loss:-0.01252 fps:1459 +frame:7.15e+06 wall_t:4899 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 11:45:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.52 total_reward_ma:-7.43 loss:-0.01258 fps:1459 +frame:7.16e+06 wall_t:4906 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 11:46:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.50 total_reward_ma:-7.42 loss:-0.009506 fps:1460 +frame:7.17e+06 wall_t:4911 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 11:46:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.50 total_reward_ma:-7.42 loss:-0.01131 fps:1460 +frame:7.18e+06 wall_t:4918 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 11:46:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.50 total_reward_ma:-7.41 loss:-0.01378 fps:1460 +frame:7.19e+06 wall_t:4924 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 11:46:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.39 total_reward_ma:-7.41 loss:-0.01142 fps:1460 +frame:7.20e+06 wall_t:4931 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.19 +2026-01-07 11:46:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-7.40 loss:-0.01299 fps:1460 +frame:7.21e+06 wall_t:4938 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 11:46:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-7.40 loss:-0.01362 fps:1460 +frame:7.22e+06 wall_t:4945 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 11:46:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.35 total_reward_ma:-7.39 loss:-0.01084 fps:1460 +frame:7.23e+06 wall_t:4952 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.207 +2026-01-07 11:46:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.31 total_reward_ma:-7.39 loss:-0.01004 fps:1460 +frame:7.24e+06 wall_t:4958 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.15 +2026-01-07 11:46:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-7.38 loss:-0.008604 fps:1460 +frame:7.25e+06 wall_t:4965 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 11:47:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.36 total_reward_ma:-7.37 loss:-0.01127 fps:1460 +frame:7.26e+06 wall_t:4972 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 11:47:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.38 total_reward_ma:-7.37 loss:-0.01248 fps:1460 +frame:7.27e+06 wall_t:4978 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 11:47:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.33 total_reward_ma:-7.36 loss:-0.01096 fps:1460 +frame:7.28e+06 wall_t:4985 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 11:47:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.34 total_reward_ma:-7.36 loss:-0.00923 fps:1461 +frame:7.29e+06 wall_t:4991 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 11:47:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.24 total_reward_ma:-7.35 loss:-0.01042 fps:1461 +frame:7.30e+06 wall_t:4998 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 11:47:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.31 total_reward_ma:-7.35 loss:-0.01165 fps:1461 +frame:7.31e+06 wall_t:5004 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 11:47:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.38 total_reward_ma:-7.34 loss:-0.01027 fps:1461 +frame:7.32e+06 wall_t:5010 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:47:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-7.34 loss:-0.01173 fps:1461 +frame:7.33e+06 wall_t:5017 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 11:47:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-7.34 loss:-0.01193 fps:1461 +frame:7.34e+06 wall_t:5023 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 11:48:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.29 total_reward_ma:-7.33 loss:-0.01265 fps:1461 +frame:7.35e+06 wall_t:5030 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 11:48:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.28 total_reward_ma:-7.33 loss:-0.01222 fps:1461 +frame:7.36e+06 wall_t:5036 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 11:48:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.31 total_reward_ma:-7.33 loss:-0.01264 fps:1462 +frame:7.37e+06 wall_t:5042 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 11:48:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.29 total_reward_ma:-7.33 loss:-0.01009 fps:1462 +frame:7.38e+06 wall_t:5048 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 11:48:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.26 total_reward_ma:-7.33 loss:-0.01177 fps:1462 +frame:7.39e+06 wall_t:5055 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 11:48:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.23 total_reward_ma:-7.33 loss:-0.01156 fps:1462 +frame:7.40e+06 wall_t:5062 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 11:48:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.24 total_reward_ma:-7.33 loss:-0.0105 fps:1462 +frame:7.41e+06 wall_t:5068 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 11:48:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.19 total_reward_ma:-7.33 loss:-0.01021 fps:1462 +frame:7.42e+06 wall_t:5075 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 11:48:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.17 total_reward_ma:-7.33 loss:-0.01331 fps:1462 +frame:7.43e+06 wall_t:5081 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 11:48:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.33 loss:-0.01114 fps:1463 +frame:7.44e+06 wall_t:5087 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 11:49:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.20 total_reward_ma:-7.33 loss:-0.0139 fps:1463 +frame:7.45e+06 wall_t:5093 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 11:49:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.18 total_reward_ma:-7.33 loss:-0.009843 fps:1463 +frame:7.46e+06 wall_t:5100 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 11:49:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-7.33 loss:-0.0121 fps:1463 +frame:7.47e+06 wall_t:5106 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 11:49:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.15 total_reward_ma:-7.33 loss:-0.008658 fps:1463 +frame:7.48e+06 wall_t:5113 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 11:49:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.16 total_reward_ma:-7.33 loss:-0.01123 fps:1463 +frame:7.49e+06 wall_t:5119 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 11:49:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.09 total_reward_ma:-7.33 loss:-0.01054 fps:1463 +frame:7.50e+06 wall_t:5125 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 11:49:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.10 total_reward_ma:-7.33 loss:-0.009946 fps:1464 +frame:7.51e+06 wall_t:5131 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 11:49:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.15 total_reward_ma:-7.33 loss:-0.012 fps:1464 +frame:7.52e+06 wall_t:5137 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:49:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.10 total_reward_ma:-7.33 loss:-0.01199 fps:1464 +frame:7.53e+06 wall_t:5144 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 11:50:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.09 total_reward_ma:-7.33 loss:-0.01036 fps:1464 +frame:7.54e+06 wall_t:5150 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 11:50:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.04 total_reward_ma:-7.32 loss:-0.01087 fps:1464 +frame:7.55e+06 wall_t:5157 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:50:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.07 total_reward_ma:-7.32 loss:-0.009591 fps:1464 +frame:7.56e+06 wall_t:5163 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 11:50:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.02 total_reward_ma:-7.32 loss:-0.009867 fps:1464 +frame:7.57e+06 wall_t:5169 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 11:50:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-7.01 total_reward_ma:-7.32 loss:-0.01114 fps:1464 +frame:7.58e+06 wall_t:5176 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:50:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.92 total_reward_ma:-7.32 loss:-0.008391 fps:1465 +frame:7.59e+06 wall_t:5182 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 11:50:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.90 total_reward_ma:-7.31 loss:-0.009803 fps:1465 +frame:7.60e+06 wall_t:5188 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 11:50:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.88 total_reward_ma:-7.31 loss:-0.01102 fps:1465 +frame:7.61e+06 wall_t:5194 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 11:50:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.82 total_reward_ma:-7.31 loss:-0.0105 fps:1465 +frame:7.62e+06 wall_t:5200 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 11:50:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.76 total_reward_ma:-7.30 loss:-0.01341 fps:1466 +frame:7.63e+06 wall_t:5206 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 11:51:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.76 total_reward_ma:-7.30 loss:-0.01258 fps:1466 +frame:7.64e+06 wall_t:5213 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 11:51:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.77 total_reward_ma:-7.29 loss:-0.009868 fps:1466 +frame:7.65e+06 wall_t:5219 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 11:51:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.68 total_reward_ma:-7.29 loss:-0.008887 fps:1466 +frame:7.66e+06 wall_t:5225 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 11:51:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.66 total_reward_ma:-7.28 loss:-0.006925 fps:1466 +frame:7.67e+06 wall_t:5231 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 11:51:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.65 total_reward_ma:-7.27 loss:-0.009976 fps:1467 +frame:7.68e+06 wall_t:5236 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 11:51:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.70 total_reward_ma:-7.27 loss:-0.01306 fps:1467 +frame:7.69e+06 wall_t:5241 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 11:51:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.68 total_reward_ma:-7.26 loss:-0.0117 fps:1468 +frame:7.70e+06 wall_t:5246 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 11:51:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.71 total_reward_ma:-7.26 loss:-0.01331 fps:1468 +frame:7.71e+06 wall_t:5251 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 11:51:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.67 total_reward_ma:-7.25 loss:-0.01286 fps:1469 +frame:7.72e+06 wall_t:5256 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 11:51:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.68 total_reward_ma:-7.24 loss:-0.009014 fps:1469 +frame:7.73e+06 wall_t:5262 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 11:51:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.60 total_reward_ma:-7.24 loss:-0.01121 fps:1470 +frame:7.74e+06 wall_t:5267 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 11:52:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.50 total_reward_ma:-7.23 loss:-0.01113 fps:1470 +frame:7.75e+06 wall_t:5272 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 11:52:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.44 total_reward_ma:-7.22 loss:-0.009834 fps:1471 +frame:7.76e+06 wall_t:5277 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 11:52:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.44 total_reward_ma:-7.21 loss:-0.01107 fps:1471 +frame:7.77e+06 wall_t:5282 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 11:52:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.41 total_reward_ma:-7.20 loss:-0.01052 fps:1472 +frame:7.78e+06 wall_t:5287 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 11:52:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.45 total_reward_ma:-7.19 loss:-0.01211 fps:1472 +frame:7.79e+06 wall_t:5292 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 11:52:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.49 total_reward_ma:-7.18 loss:-0.01055 fps:1472 +frame:7.80e+06 wall_t:5298 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 11:52:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.48 total_reward_ma:-7.17 loss:-0.01172 fps:1473 +frame:7.81e+06 wall_t:5303 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 11:52:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.39 total_reward_ma:-7.16 loss:-0.009389 fps:1473 +frame:7.82e+06 wall_t:5308 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 11:52:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.44 total_reward_ma:-7.15 loss:-0.009699 fps:1473 +frame:7.83e+06 wall_t:5314 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 11:52:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.43 total_reward_ma:-7.14 loss:-0.01228 fps:1474 +frame:7.84e+06 wall_t:5319 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 11:52:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-7.13 loss:-0.01315 fps:1474 +frame:7.85e+06 wall_t:5324 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 11:53:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-7.12 loss:-0.007812 fps:1475 +frame:7.86e+06 wall_t:5329 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 11:53:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-7.11 loss:-0.01203 fps:1475 +frame:7.87e+06 wall_t:5335 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 11:53:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.32 total_reward_ma:-7.10 loss:-0.01195 fps:1476 +frame:7.88e+06 wall_t:5340 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 11:53:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-7.09 loss:-0.01089 fps:1476 +frame:7.89e+06 wall_t:5346 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 11:53:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-7.07 loss:-0.01294 fps:1476 +frame:7.90e+06 wall_t:5352 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 11:53:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-7.06 loss:-0.01074 fps:1476 +frame:7.91e+06 wall_t:5359 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 11:53:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.22 total_reward_ma:-7.05 loss:-0.0141 fps:1476 +frame:7.92e+06 wall_t:5365 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 11:53:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.22 total_reward_ma:-7.04 loss:-0.01078 fps:1476 +frame:7.93e+06 wall_t:5372 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 11:53:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-7.03 loss:-0.01127 fps:1477 +frame:7.94e+06 wall_t:5377 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 11:53:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-7.01 loss:-0.0121 fps:1477 +frame:7.95e+06 wall_t:5384 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 11:54:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-7.00 loss:-0.009983 fps:1477 +frame:7.96e+06 wall_t:5390 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.19 +2026-01-07 11:54:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.99 loss:-0.01182 fps:1477 +frame:7.97e+06 wall_t:5396 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 11:54:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.98 loss:-0.01104 fps:1477 +frame:7.98e+06 wall_t:5403 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 11:54:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.97 loss:-0.01058 fps:1477 +frame:7.99e+06 wall_t:5409 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 11:54:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.96 loss:-0.007779 fps:1477 +frame:8.00e+06 wall_t:5415 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 11:54:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.95 loss:-0.01009 fps:1477 +frame:8.01e+06 wall_t:5422 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 11:54:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.94 loss:-0.01274 fps:1478 +frame:8.02e+06 wall_t:5428 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 11:54:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.33 total_reward_ma:-6.93 loss:-0.01027 fps:1478 +frame:8.03e+06 wall_t:5434 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 11:54:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.33 total_reward_ma:-6.92 loss:-0.01294 fps:1478 +frame:8.04e+06 wall_t:5440 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 11:54:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.30 total_reward_ma:-6.91 loss:-0.01316 fps:1478 +frame:8.05e+06 wall_t:5447 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 11:55:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.34 total_reward_ma:-6.90 loss:-0.008285 fps:1478 +frame:8.06e+06 wall_t:5453 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 11:55:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.88 loss:-0.009559 fps:1478 +frame:8.07e+06 wall_t:5459 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 11:55:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.87 loss:-0.01105 fps:1478 +frame:8.08e+06 wall_t:5465 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 11:55:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.86 loss:-0.01294 fps:1478 +frame:8.09e+06 wall_t:5472 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 11:55:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.85 loss:-0.01476 fps:1479 +frame:8.10e+06 wall_t:5478 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 11:55:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.84 loss:-0.008875 fps:1479 +frame:8.11e+06 wall_t:5483 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 11:55:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.35 total_reward_ma:-6.83 loss:-0.01109 fps:1479 +frame:8.12e+06 wall_t:5490 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 11:55:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.39 total_reward_ma:-6.81 loss:-0.01136 fps:1479 +frame:8.13e+06 wall_t:5496 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 11:55:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.36 total_reward_ma:-6.80 loss:-0.01083 fps:1479 +frame:8.14e+06 wall_t:5503 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 11:55:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.39 total_reward_ma:-6.79 loss:-0.01008 fps:1480 +frame:8.15e+06 wall_t:5508 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 11:56:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-6.78 loss:-0.01077 fps:1480 +frame:8.16e+06 wall_t:5514 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 11:56:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.77 loss:-0.01015 fps:1480 +frame:8.17e+06 wall_t:5519 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:56:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.19 total_reward_ma:-6.75 loss:-0.009757 fps:1481 +frame:8.18e+06 wall_t:5524 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 11:56:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.74 loss:-0.01057 fps:1481 +frame:8.19e+06 wall_t:5530 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 11:56:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.73 loss:-0.009068 fps:1482 +frame:8.20e+06 wall_t:5534 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 11:56:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.72 loss:-0.01046 fps:1482 +frame:8.21e+06 wall_t:5541 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 11:56:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.70 loss:-0.0148 fps:1482 +frame:8.22e+06 wall_t:5548 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 11:56:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.69 loss:-0.0112 fps:1482 +frame:8.23e+06 wall_t:5554 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 11:56:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.00 total_reward_ma:-6.68 loss:-0.00962 fps:1481 +frame:8.24e+06 wall_t:5562 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 11:56:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.00 total_reward_ma:-6.66 loss:-0.01 fps:1482 +frame:8.25e+06 wall_t:5568 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 11:57:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.65 loss:-0.009051 fps:1482 +frame:8.26e+06 wall_t:5575 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 11:57:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.64 loss:-0.009108 fps:1482 +frame:8.27e+06 wall_t:5582 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 11:57:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.92 total_reward_ma:-6.62 loss:-0.01109 fps:1482 +frame:8.28e+06 wall_t:5588 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 11:57:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.61 loss:-0.01171 fps:1482 +frame:8.29e+06 wall_t:5595 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 11:57:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.01 total_reward_ma:-6.60 loss:-0.01367 fps:1482 +frame:8.30e+06 wall_t:5602 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 11:57:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.58 loss:-0.008744 fps:1482 +frame:8.31e+06 wall_t:5608 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:57:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.57 loss:-0.01034 fps:1482 +frame:8.32e+06 wall_t:5614 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 11:57:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.56 loss:-0.01116 fps:1482 +frame:8.33e+06 wall_t:5620 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 11:57:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.54 loss:-0.008956 fps:1482 +frame:8.34e+06 wall_t:5627 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 11:58:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.53 loss:-0.0112 fps:1482 +frame:8.35e+06 wall_t:5634 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 11:58:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.52 loss:-0.008858 fps:1482 +frame:8.36e+06 wall_t:5640 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 11:58:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.51 loss:-0.006691 fps:1482 +frame:8.37e+06 wall_t:5646 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 11:58:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.50 loss:-0.00662 fps:1483 +frame:8.38e+06 wall_t:5652 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 11:58:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.48 loss:-0.009118 fps:1483 +frame:8.39e+06 wall_t:5659 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 11:58:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.00 total_reward_ma:-6.47 loss:-0.01029 fps:1483 +frame:8.40e+06 wall_t:5666 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 11:58:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.46 loss:-0.009744 fps:1483 +frame:8.41e+06 wall_t:5672 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 11:58:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.45 loss:-0.01121 fps:1483 +frame:8.42e+06 wall_t:5679 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 11:58:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.43 loss:-0.008677 fps:1483 +frame:8.43e+06 wall_t:5686 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 11:59:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.98 total_reward_ma:-6.42 loss:-0.01244 fps:1483 +frame:8.44e+06 wall_t:5693 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 11:59:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.41 loss:-0.007339 fps:1483 +frame:8.45e+06 wall_t:5698 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 11:59:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.40 loss:-0.008824 fps:1483 +frame:8.46e+06 wall_t:5705 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.207 +2026-01-07 11:59:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.39 loss:-0.008764 fps:1483 +frame:8.47e+06 wall_t:5711 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 11:59:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.38 loss:-0.01082 fps:1483 +frame:8.48e+06 wall_t:5718 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 11:59:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.37 loss:-0.009423 fps:1483 +frame:8.49e+06 wall_t:5724 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 11:59:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.36 loss:-0.009764 fps:1483 +frame:8.50e+06 wall_t:5731 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 11:59:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.04 total_reward_ma:-6.35 loss:-0.008202 fps:1483 +frame:8.51e+06 wall_t:5738 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 11:59:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.05 total_reward_ma:-6.34 loss:-0.01223 fps:1483 +frame:8.52e+06 wall_t:5745 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 12:00:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.05 total_reward_ma:-6.33 loss:-0.01209 fps:1483 +frame:8.53e+06 wall_t:5752 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 12:00:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.98 total_reward_ma:-6.31 loss:-0.01223 fps:1483 +frame:8.54e+06 wall_t:5758 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 12:00:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.31 loss:-0.007034 fps:1483 +frame:8.55e+06 wall_t:5765 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 12:00:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.30 loss:-0.01206 fps:1483 +frame:8.56e+06 wall_t:5771 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 12:00:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.29 loss:-0.01023 fps:1483 +frame:8.57e+06 wall_t:5778 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 12:00:35 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.28 loss:-0.008115 fps:1483 +frame:8.58e+06 wall_t:5784 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 12:00:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.27 loss:-0.00931 fps:1483 +frame:8.59e+06 wall_t:5791 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 12:00:48 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.26 loss:-0.009817 fps:1484 +frame:8.60e+06 wall_t:5797 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 12:00:54 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.21 total_reward_ma:-6.26 loss:-0.01135 fps:1483 +frame:8.61e+06 wall_t:5804 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 12:01:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.25 loss:-0.008892 fps:1484 +frame:8.62e+06 wall_t:5809 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 12:01:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.25 loss:-0.008769 fps:1484 +frame:8.63e+06 wall_t:5816 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 12:01:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.23 total_reward_ma:-6.24 loss:-0.0101 fps:1484 +frame:8.64e+06 wall_t:5823 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 12:01:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.23 loss:-0.0102 fps:1484 +frame:8.65e+06 wall_t:5829 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 12:01:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-6.23 loss:-0.01044 fps:1484 +frame:8.66e+06 wall_t:5836 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 12:01:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.23 loss:-0.008159 fps:1484 +frame:8.67e+06 wall_t:5842 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 12:01:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.34 total_reward_ma:-6.22 loss:-0.01296 fps:1484 +frame:8.68e+06 wall_t:5849 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 12:01:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.34 total_reward_ma:-6.22 loss:-0.01039 fps:1484 +frame:8.69e+06 wall_t:5856 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 12:01:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.36 total_reward_ma:-6.22 loss:-0.01105 fps:1484 +frame:8.70e+06 wall_t:5862 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 12:01:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.35 total_reward_ma:-6.21 loss:-0.009541 fps:1484 +frame:8.71e+06 wall_t:5868 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 12:02:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.35 total_reward_ma:-6.21 loss:-0.01064 fps:1485 +frame:8.72e+06 wall_t:5874 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 12:02:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.40 total_reward_ma:-6.21 loss:-0.01193 fps:1484 +frame:8.73e+06 wall_t:5881 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 12:02:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.35 total_reward_ma:-6.21 loss:-0.009892 fps:1485 +frame:8.74e+06 wall_t:5887 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 12:02:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.35 total_reward_ma:-6.20 loss:-0.008946 fps:1485 +frame:8.75e+06 wall_t:5893 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 12:02:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-6.20 loss:-0.009696 fps:1485 +frame:8.76e+06 wall_t:5900 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 12:02:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.31 total_reward_ma:-6.20 loss:-0.01101 fps:1485 +frame:8.77e+06 wall_t:5906 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 12:02:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.20 loss:-0.009466 fps:1485 +frame:8.78e+06 wall_t:5912 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 12:02:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.36 total_reward_ma:-6.20 loss:-0.008338 fps:1485 +frame:8.79e+06 wall_t:5918 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 12:02:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.20 loss:-0.009189 fps:1485 +frame:8.80e+06 wall_t:5924 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 12:03:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.20 loss:-0.007852 fps:1485 +frame:8.81e+06 wall_t:5931 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 12:03:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.28 total_reward_ma:-6.19 loss:-0.01073 fps:1486 +frame:8.82e+06 wall_t:5937 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 12:03:14 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.32 total_reward_ma:-6.19 loss:-0.009021 fps:1486 +frame:8.83e+06 wall_t:5944 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 12:03:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-6.19 loss:-0.01033 fps:1486 +frame:8.84e+06 wall_t:5950 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 12:03:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.19 loss:-0.01178 fps:1486 +frame:8.85e+06 wall_t:5956 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 12:03:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.09 total_reward_ma:-6.19 loss:-0.00954 fps:1486 +frame:8.86e+06 wall_t:5963 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 12:03:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.12 total_reward_ma:-6.18 loss:-0.01192 fps:1486 +frame:8.87e+06 wall_t:5969 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 12:03:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.07 total_reward_ma:-6.18 loss:-0.008223 fps:1486 +frame:8.88e+06 wall_t:5975 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 12:03:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.18 loss:-0.006262 fps:1486 +frame:8.89e+06 wall_t:5981 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 12:03:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.18 loss:-0.009005 fps:1486 +frame:8.90e+06 wall_t:5988 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 12:04:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.17 total_reward_ma:-6.18 loss:-0.007548 fps:1486 +frame:8.91e+06 wall_t:5995 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 12:04:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.18 loss:-0.008125 fps:1486 +frame:8.92e+06 wall_t:6001 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 12:04:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.26 total_reward_ma:-6.18 loss:-0.008328 fps:1487 +frame:8.93e+06 wall_t:6006 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 12:04:22 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.18 loss:-0.01019 fps:1487 +frame:8.94e+06 wall_t:6011 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 12:04:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.18 loss:-0.009198 fps:1488 +frame:8.95e+06 wall_t:6016 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 12:04:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.25 total_reward_ma:-6.18 loss:-0.005465 fps:1488 +frame:8.96e+06 wall_t:6021 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 12:04:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.18 loss:-0.009717 fps:1489 +frame:8.97e+06 wall_t:6025 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 12:04:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.18 loss:-0.005558 fps:1489 +frame:8.98e+06 wall_t:6032 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 12:04:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.27 total_reward_ma:-6.18 loss:-0.007562 fps:1489 +frame:8.99e+06 wall_t:6038 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 12:04:56 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.29 total_reward_ma:-6.18 loss:-0.007979 fps:1489 +frame:9.00e+06 wall_t:6045 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 12:05:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.21 total_reward_ma:-6.18 loss:-0.0108 fps:1489 +frame:9.01e+06 wall_t:6052 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 12:05:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.35 total_reward_ma:-6.18 loss:-0.008897 fps:1489 +frame:9.02e+06 wall_t:6059 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 12:05:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.34 total_reward_ma:-6.18 loss:-0.01069 fps:1489 +frame:9.03e+06 wall_t:6066 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 12:05:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.35 total_reward_ma:-6.18 loss:-0.008799 fps:1489 +frame:9.04e+06 wall_t:6073 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 12:05:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-6.18 loss:-0.008077 fps:1489 +frame:9.05e+06 wall_t:6079 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 12:05:37 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-6.18 loss:-0.008961 fps:1489 +frame:9.06e+06 wall_t:6086 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 12:05:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.37 total_reward_ma:-6.18 loss:-0.008878 fps:1489 +frame:9.07e+06 wall_t:6093 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 12:05:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.34 total_reward_ma:-6.18 loss:-0.01012 fps:1489 +frame:9.08e+06 wall_t:6100 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 12:05:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.33 total_reward_ma:-6.18 loss:-0.01156 fps:1489 +frame:9.09e+06 wall_t:6106 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 12:06:03 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.18 loss:-0.006386 fps:1489 +frame:9.10e+06 wall_t:6112 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 12:06:10 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.14 total_reward_ma:-6.18 loss:-0.00651 fps:1489 +frame:9.11e+06 wall_t:6119 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 12:06:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.18 loss:-0.00821 fps:1489 +frame:9.12e+06 wall_t:6125 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 12:06:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.18 loss:-0.0084 fps:1489 +frame:9.13e+06 wall_t:6132 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 12:06:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.18 loss:-0.008061 fps:1489 +frame:9.14e+06 wall_t:6138 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 12:06:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.15 total_reward_ma:-6.17 loss:-0.006235 fps:1489 +frame:9.15e+06 wall_t:6144 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 12:06:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.17 loss:-0.01024 fps:1490 +frame:9.16e+06 wall_t:6149 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 12:06:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.17 loss:-0.009258 fps:1490 +frame:9.17e+06 wall_t:6154 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 12:06:50 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.17 loss:-0.009537 fps:1491 +frame:9.18e+06 wall_t:6159 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 12:06:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.16 total_reward_ma:-6.17 loss:-0.006823 fps:1491 +frame:9.19e+06 wall_t:6165 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 12:07:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.20 total_reward_ma:-6.17 loss:-0.01124 fps:1491 +frame:9.20e+06 wall_t:6171 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 12:07:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.24 total_reward_ma:-6.17 loss:-0.007907 fps:1491 +frame:9.21e+06 wall_t:6178 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 12:07:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.18 total_reward_ma:-6.17 loss:-0.009592 fps:1491 +frame:9.22e+06 wall_t:6184 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 12:07:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.21 total_reward_ma:-6.17 loss:-0.01027 fps:1491 +frame:9.23e+06 wall_t:6191 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 12:07:28 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.13 total_reward_ma:-6.18 loss:-0.008399 fps:1491 +frame:9.24e+06 wall_t:6197 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 12:07:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.11 total_reward_ma:-6.18 loss:-0.01193 fps:1491 +frame:9.25e+06 wall_t:6204 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 12:07:41 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.18 loss:-0.006466 fps:1491 +frame:9.26e+06 wall_t:6210 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 12:07:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.10 total_reward_ma:-6.18 loss:-0.008029 fps:1491 +frame:9.27e+06 wall_t:6216 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 12:07:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.08 total_reward_ma:-6.18 loss:-0.007406 fps:1491 +frame:9.28e+06 wall_t:6222 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 12:07:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.05 total_reward_ma:-6.18 loss:-0.008423 fps:1491 +frame:9.29e+06 wall_t:6229 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 12:08:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.01 total_reward_ma:-6.18 loss:-0.00799 fps:1492 +frame:9.30e+06 wall_t:6235 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 12:08:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.01 total_reward_ma:-6.18 loss:-0.007736 fps:1492 +frame:9.31e+06 wall_t:6241 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 12:08:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.96 total_reward_ma:-6.18 loss:-0.007635 fps:1492 +frame:9.32e+06 wall_t:6247 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 12:08:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.00 total_reward_ma:-6.18 loss:-0.00996 fps:1492 +frame:9.33e+06 wall_t:6254 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 12:08:32 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.06 total_reward_ma:-6.18 loss:-0.008042 fps:1492 +frame:9.34e+06 wall_t:6261 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 12:08:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-6.02 total_reward_ma:-6.18 loss:-0.008774 fps:1492 +frame:9.35e+06 wall_t:6268 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 12:08:45 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.97 total_reward_ma:-6.18 loss:-0.007348 fps:1492 +frame:9.36e+06 wall_t:6275 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 12:08:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.99 total_reward_ma:-6.18 loss:-0.00834 fps:1492 +frame:9.37e+06 wall_t:6282 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 12:08:59 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.95 total_reward_ma:-6.18 loss:-0.00752 fps:1492 +frame:9.38e+06 wall_t:6288 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 12:09:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.91 total_reward_ma:-6.18 loss:-0.008368 fps:1492 +frame:9.39e+06 wall_t:6294 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 12:09:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.87 total_reward_ma:-6.17 loss:-0.009552 fps:1492 +frame:9.40e+06 wall_t:6301 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.112 +2026-01-07 12:09:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.79 total_reward_ma:-6.17 loss:-0.01174 fps:1492 +frame:9.41e+06 wall_t:6309 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 12:09:26 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.82 total_reward_ma:-6.17 loss:-0.008823 fps:1491 +frame:9.42e+06 wall_t:6316 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 12:09:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.74 total_reward_ma:-6.17 loss:-0.007597 fps:1492 +frame:9.43e+06 wall_t:6322 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 12:09:39 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.66 total_reward_ma:-6.16 loss:-0.008909 fps:1492 +frame:9.44e+06 wall_t:6329 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 12:09:46 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.61 total_reward_ma:-6.16 loss:-0.008527 fps:1492 +frame:9.45e+06 wall_t:6335 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 12:09:52 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.59 total_reward_ma:-6.16 loss:-0.007688 fps:1492 +frame:9.46e+06 wall_t:6341 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 12:09:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.56 total_reward_ma:-6.15 loss:-0.01209 fps:1492 +frame:9.47e+06 wall_t:6348 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 12:10:04 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.52 total_reward_ma:-6.14 loss:-0.005641 fps:1492 +frame:9.48e+06 wall_t:6353 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 12:10:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.52 total_reward_ma:-6.14 loss:-0.005647 fps:1492 +frame:9.49e+06 wall_t:6360 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 12:10:17 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.48 total_reward_ma:-6.13 loss:-0.007128 fps:1492 +frame:9.50e+06 wall_t:6366 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 12:10:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.52 total_reward_ma:-6.13 loss:-0.007724 fps:1492 +frame:9.51e+06 wall_t:6373 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 12:10:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.53 total_reward_ma:-6.12 loss:-0.006228 fps:1492 +frame:9.52e+06 wall_t:6379 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 12:10:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.52 total_reward_ma:-6.12 loss:-0.005613 fps:1493 +frame:9.53e+06 wall_t:6385 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 12:10:43 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.46 total_reward_ma:-6.11 loss:-0.01126 fps:1492 +frame:9.54e+06 wall_t:6392 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 12:10:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.51 total_reward_ma:-6.11 loss:-0.009427 fps:1493 +frame:9.55e+06 wall_t:6398 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 12:10:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.53 total_reward_ma:-6.10 loss:-0.009197 fps:1493 +frame:9.56e+06 wall_t:6404 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 12:11:01 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.54 total_reward_ma:-6.09 loss:-0.00901 fps:1493 +frame:9.57e+06 wall_t:6410 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 12:11:07 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.52 total_reward_ma:-6.09 loss:-0.007945 fps:1493 +frame:9.58e+06 wall_t:6417 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 12:11:13 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.50 total_reward_ma:-6.08 loss:-0.007626 fps:1493 +frame:9.59e+06 wall_t:6423 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 12:11:20 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.50 total_reward_ma:-6.07 loss:-0.006287 fps:1493 +frame:9.60e+06 wall_t:6429 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 12:11:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.54 total_reward_ma:-6.07 loss:-0.007595 fps:1493 +frame:9.61e+06 wall_t:6436 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.165 +2026-01-07 12:11:33 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.53 total_reward_ma:-6.06 loss:-0.008499 fps:1493 +frame:9.62e+06 wall_t:6443 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.144 +2026-01-07 12:11:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.59 total_reward_ma:-6.05 loss:-0.00696 fps:1493 +frame:9.63e+06 wall_t:6449 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.109 +2026-01-07 12:11:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.61 total_reward_ma:-6.05 loss:-0.007988 fps:1493 +frame:9.64e+06 wall_t:6456 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.184 +2026-01-07 12:11:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.59 total_reward_ma:-6.04 loss:-0.009083 fps:1494 +frame:9.65e+06 wall_t:6460 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.197 +2026-01-07 12:11:57 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.69 total_reward_ma:-6.04 loss:-0.007522 fps:1494 +frame:9.66e+06 wall_t:6466 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.135 +2026-01-07 12:12:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.66 total_reward_ma:-6.03 loss:-0.009458 fps:1494 +frame:9.67e+06 wall_t:6471 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.167 +2026-01-07 12:12:09 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.70 total_reward_ma:-6.02 loss:-0.006688 fps:1494 +frame:9.68e+06 wall_t:6478 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.185 +2026-01-07 12:12:16 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.63 total_reward_ma:-6.02 loss:-0.007616 fps:1494 +frame:9.69e+06 wall_t:6485 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.115 +2026-01-07 12:12:23 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.66 total_reward_ma:-6.01 loss:-0.00774 fps:1494 +frame:9.70e+06 wall_t:6492 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.138 +2026-01-07 12:12:29 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.64 total_reward_ma:-6.00 loss:-0.01034 fps:1494 +frame:9.71e+06 wall_t:6499 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.139 +2026-01-07 12:12:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.67 total_reward_ma:-5.99 loss:-0.008643 fps:1494 +frame:9.72e+06 wall_t:6505 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.093 +2026-01-07 12:12:42 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.67 total_reward_ma:-5.99 loss:-0.007317 fps:1494 +frame:9.73e+06 wall_t:6511 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.114 +2026-01-07 12:12:49 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.65 total_reward_ma:-5.98 loss:-0.008106 fps:1494 +frame:9.74e+06 wall_t:6518 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.111 +2026-01-07 12:12:55 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.60 total_reward_ma:-5.97 loss:-0.007893 fps:1494 +frame:9.75e+06 wall_t:6524 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.113 +2026-01-07 12:13:02 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.59 total_reward_ma:-5.96 loss:-0.007698 fps:1494 +frame:9.76e+06 wall_t:6531 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.128 +2026-01-07 12:13:08 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.51 total_reward_ma:-5.96 loss:-0.00879 fps:1494 +frame:9.77e+06 wall_t:6538 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.141 +2026-01-07 12:13:15 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.46 total_reward_ma:-5.95 loss:-0.01054 fps:1494 +frame:9.78e+06 wall_t:6544 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.115 +2026-01-07 12:13:21 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.46 total_reward_ma:-5.94 loss:-0.005508 fps:1495 +frame:9.79e+06 wall_t:6550 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.108 +2026-01-07 12:13:27 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.46 total_reward_ma:-5.93 loss:-0.006739 fps:1495 +frame:9.80e+06 wall_t:6556 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.089 +2026-01-07 12:13:34 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.44 total_reward_ma:-5.92 loss:-0.006365 fps:1495 +frame:9.81e+06 wall_t:6563 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.145 +2026-01-07 12:13:40 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.46 total_reward_ma:-5.92 loss:-0.00765 fps:1495 +frame:9.82e+06 wall_t:6569 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.125 +2026-01-07 12:13:47 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.47 total_reward_ma:-5.91 loss:-0.006572 fps:1495 +frame:9.83e+06 wall_t:6576 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.143 +2026-01-07 12:13:53 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.46 total_reward_ma:-5.90 loss:-0.006211 fps:1495 +frame:9.84e+06 wall_t:6582 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.114 +2026-01-07 12:14:00 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.51 total_reward_ma:-5.89 loss:-0.00847 fps:1495 +frame:9.85e+06 wall_t:6589 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.111 +2026-01-07 12:14:06 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.55 total_reward_ma:-5.89 loss:-0.004543 fps:1495 +frame:9.86e+06 wall_t:6595 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.1 +2026-01-07 12:14:12 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.59 total_reward_ma:-5.88 loss:-0.00503 fps:1495 +frame:9.87e+06 wall_t:6602 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.094 +2026-01-07 12:14:19 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.60 total_reward_ma:-5.88 loss:-0.003283 fps:1495 +frame:9.88e+06 wall_t:6608 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.153 +2026-01-07 12:14:25 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.55 total_reward_ma:-5.87 loss:-0.006836 fps:1495 +frame:9.89e+06 wall_t:6614 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.119 +2026-01-07 12:14:30 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.54 total_reward_ma:-5.86 loss:-0.002951 fps:1495 +frame:9.90e+06 wall_t:6620 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.065 +2026-01-07 12:14:38 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.53 total_reward_ma:-5.86 loss:-0.00778 fps:1495 +frame:9.91e+06 wall_t:6627 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.123 +2026-01-07 12:14:44 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.50 total_reward_ma:-5.85 loss:-0.004542 fps:1495 +frame:9.92e+06 wall_t:6634 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.155 +2026-01-07 12:14:51 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.42 total_reward_ma:-5.84 loss:-0.004294 fps:1495 +frame:9.93e+06 wall_t:6640 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.132 +2026-01-07 12:14:58 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.43 total_reward_ma:-5.83 loss:-0.003794 fps:1495 +frame:9.94e+06 wall_t:6647 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.114 +2026-01-07 12:15:05 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.50 total_reward_ma:-5.83 loss:-0.005247 fps:1495 +frame:9.95e+06 wall_t:6654 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.119 +2026-01-07 12:15:11 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.53 total_reward_ma:-5.82 loss:-0.005879 fps:1495 +frame:9.96e+06 wall_t:6661 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.152 +2026-01-07 12:15:18 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.53 total_reward_ma:-5.81 loss:-0.005316 fps:1495 +frame:9.97e+06 wall_t:6667 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.14 +2026-01-07 12:15:24 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.57 total_reward_ma:-5.81 loss:-0.002617 fps:1495 +frame:9.98e+06 wall_t:6674 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.137 +2026-01-07 12:15:31 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.56 total_reward_ma:-5.80 loss:-0.006219 fps:1496 +frame:9.99e+06 wall_t:6680 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.137 +2026-01-07 12:15:36 | INFO | PID:1630 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_surround_t0_s2 [train] +total_reward:-5.56 total_reward_ma:-5.79 loss:-0.004727 fps:1496 +frame:1.00e+07 wall_t:6685 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.131 +2026-01-07 12:15:37 | INFO | PID:1630 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s3.log b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..a259c6338c8b65cb09c9d8d36f3f92af2990d4d3 --- /dev/null +++ b/data/ppo_atari_surround_2026_01_07_102404/log/ppo_atari_surround_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 10:24:08 | INFO | PID:1631 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 10:24:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:nan total_reward_ma:nan loss:0.003054 fps:333.3 +frame:1.00e+04 wall_t:30 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.246 +2026-01-07 10:24:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-10.00 total_reward_ma:-10.00 loss:0.0003096 fps:512.8 +frame:2.00e+04 wall_t:39 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.3 +2026-01-07 10:24:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.88 total_reward_ma:-9.94 loss:0.0004603 fps:638.3 +frame:3.00e+04 wall_t:47 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.372 +2026-01-07 10:25:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.92 loss:0.0007634 fps:714.3 +frame:4.00e+04 wall_t:56 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.29 +2026-01-07 10:25:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.90 total_reward_ma:-9.92 loss:-0.001316 fps:793.7 +frame:5.00e+04 wall_t:63 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.207 +2026-01-07 10:25:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.92 loss:-0.001321 fps:845.1 +frame:6.00e+04 wall_t:71 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.275 +2026-01-07 10:25:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-0.003315 fps:897.4 +frame:7.00e+04 wall_t:78 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.284 +2026-01-07 10:25:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.94 total_reward_ma:-9.92 loss:-0.005239 fps:952.4 +frame:8.00e+04 wall_t:84 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.305 +2026-01-07 10:25:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.004153 fps:989 +frame:9.00e+04 wall_t:91 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.281 +2026-01-07 10:25:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.93 loss:-0.005992 fps:1020 +frame:1.00e+05 wall_t:98 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.379 +2026-01-07 10:25:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.93 loss:-0.007696 fps:1038 +frame:1.10e+05 wall_t:106 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.404 +2026-01-07 10:26:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.96 total_reward_ma:-9.94 loss:-0.006383 fps:1062 +frame:1.20e+05 wall_t:113 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.432 +2026-01-07 10:26:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.94 loss:-0.01351 fps:1083 +frame:1.30e+05 wall_t:120 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.407 +2026-01-07 10:26:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.94 loss:-0.008953 fps:1094 +frame:1.40e+05 wall_t:128 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.403 +2026-01-07 10:26:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.94 loss:-0.009637 fps:1111 +frame:1.50e+05 wall_t:135 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.378 +2026-01-07 10:26:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.94 loss:-0.009783 fps:1127 +frame:1.60e+05 wall_t:142 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.378 +2026-01-07 10:26:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.97 total_reward_ma:-9.95 loss:-0.01037 fps:1141 +frame:1.70e+05 wall_t:149 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.434 +2026-01-07 10:26:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.95 loss:-0.009933 fps:1154 +frame:1.80e+05 wall_t:156 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.403 +2026-01-07 10:26:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.95 loss:-0.009764 fps:1159 +frame:1.90e+05 wall_t:164 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.388 +2026-01-07 10:27:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.95 loss:-0.006555 fps:1170 +frame:2.00e+05 wall_t:171 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.381 +2026-01-07 10:27:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.99 total_reward_ma:-9.95 loss:-0.009895 fps:1173 +frame:2.10e+05 wall_t:179 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.376 +2026-01-07 10:27:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.96 loss:-0.006528 fps:1183 +frame:2.20e+05 wall_t:186 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.341 +2026-01-07 10:27:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.98 total_reward_ma:-9.96 loss:-0.01076 fps:1192 +frame:2.30e+05 wall_t:193 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.358 +2026-01-07 10:27:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01016 fps:1188 +frame:2.40e+05 wall_t:202 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.331 +2026-01-07 10:27:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01071 fps:1185 +frame:2.50e+05 wall_t:211 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.337 +2026-01-07 10:27:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01022 fps:1187 +frame:2.60e+05 wall_t:219 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.278 +2026-01-07 10:27:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.01145 fps:1189 +frame:2.70e+05 wall_t:227 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.295 +2026-01-07 10:28:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.009078 fps:1197 +frame:2.80e+05 wall_t:234 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.231 +2026-01-07 10:28:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.95 total_reward_ma:-9.96 loss:-0.007283 fps:1203 +frame:2.90e+05 wall_t:241 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.28 +2026-01-07 10:28:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.91 total_reward_ma:-9.95 loss:-0.008139 fps:1205 +frame:3.00e+05 wall_t:249 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.234 +2026-01-07 10:28:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.95 loss:-0.01111 fps:1211 +frame:3.10e+05 wall_t:256 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.281 +2026-01-07 10:28:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.89 total_reward_ma:-9.95 loss:-0.00966 fps:1217 +frame:3.20e+05 wall_t:263 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.283 +2026-01-07 10:28:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.85 total_reward_ma:-9.95 loss:-0.01347 fps:1222 +frame:3.30e+05 wall_t:270 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.333 +2026-01-07 10:28:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.84 total_reward_ma:-9.94 loss:-0.009281 fps:1227 +frame:3.40e+05 wall_t:277 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.296 +2026-01-07 10:28:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.83 total_reward_ma:-9.94 loss:-0.01091 fps:1232 +frame:3.50e+05 wall_t:284 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.288 +2026-01-07 10:29:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.78 total_reward_ma:-9.94 loss:-0.00553 fps:1233 +frame:3.60e+05 wall_t:292 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.29 +2026-01-07 10:29:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.93 loss:-0.01057 fps:1237 +frame:3.70e+05 wall_t:299 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.295 +2026-01-07 10:29:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.77 total_reward_ma:-9.93 loss:-0.0106 fps:1238 +frame:3.80e+05 wall_t:307 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.305 +2026-01-07 10:29:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.92 loss:-0.008663 fps:1238 +frame:3.90e+05 wall_t:315 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.349 +2026-01-07 10:29:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.92 loss:-0.01256 fps:1242 +frame:4.00e+05 wall_t:322 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.322 +2026-01-07 10:29:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.91 loss:-0.009341 fps:1242 +frame:4.10e+05 wall_t:330 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.286 +2026-01-07 10:29:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.91 loss:-0.009278 fps:1246 +frame:4.20e+05 wall_t:337 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.31 +2026-01-07 10:29:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.91 loss:-0.007407 fps:1250 +frame:4.30e+05 wall_t:344 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.25 +2026-01-07 10:30:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.90 loss:-0.009667 fps:1254 +frame:4.40e+05 wall_t:351 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.321 +2026-01-07 10:30:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.76 total_reward_ma:-9.90 loss:-0.008629 fps:1257 +frame:4.50e+05 wall_t:358 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.301 +2026-01-07 10:30:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.89 loss:-0.008977 fps:1260 +frame:4.60e+05 wall_t:365 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.32 +2026-01-07 10:30:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.89 loss:-0.007391 fps:1260 +frame:4.70e+05 wall_t:373 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.29 +2026-01-07 10:30:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.89 loss:-0.008164 fps:1257 +frame:4.80e+05 wall_t:382 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.28 +2026-01-07 10:30:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.88 loss:-0.006583 fps:1256 +frame:4.90e+05 wall_t:390 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.319 +2026-01-07 10:30:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.88 loss:-0.01181 fps:1259 +frame:5.00e+05 wall_t:397 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.355 +2026-01-07 10:30:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.87 loss:-0.009757 fps:1262 +frame:5.10e+05 wall_t:404 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.346 +2026-01-07 10:31:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.87 loss:-0.01344 fps:1265 +frame:5.20e+05 wall_t:411 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.325 +2026-01-07 10:31:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.87 loss:-0.01084 fps:1268 +frame:5.30e+05 wall_t:418 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.328 +2026-01-07 10:31:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.71 total_reward_ma:-9.86 loss:-0.009562 fps:1274 +frame:5.40e+05 wall_t:424 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.305 +2026-01-07 10:31:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.86 loss:-0.0106 fps:1276 +frame:5.50e+05 wall_t:431 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.336 +2026-01-07 10:31:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.86 loss:-0.0117 fps:1279 +frame:5.60e+05 wall_t:438 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.322 +2026-01-07 10:31:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.75 total_reward_ma:-9.86 loss:-0.008507 fps:1284 +frame:5.70e+05 wall_t:444 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.335 +2026-01-07 10:31:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.74 total_reward_ma:-9.85 loss:-0.008179 fps:1289 +frame:5.80e+05 wall_t:450 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.313 +2026-01-07 10:31:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.85 loss:-0.009339 fps:1288 +frame:5.90e+05 wall_t:458 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.366 +2026-01-07 10:31:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.85 loss:-0.0111 fps:1290 +frame:6.00e+05 wall_t:465 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.371 +2026-01-07 10:32:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.85 loss:-0.005934 fps:1290 +frame:6.10e+05 wall_t:473 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.291 +2026-01-07 10:32:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.84 loss:-0.01048 fps:1292 +frame:6.20e+05 wall_t:480 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.286 +2026-01-07 10:32:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.66 total_reward_ma:-9.84 loss:-0.01129 fps:1294 +frame:6.30e+05 wall_t:487 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.313 +2026-01-07 10:32:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.84 loss:-0.0105 fps:1298 +frame:6.40e+05 wall_t:493 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.286 +2026-01-07 10:32:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.84 loss:-0.008327 fps:1303 +frame:6.50e+05 wall_t:499 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.259 +2026-01-07 10:32:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.83 loss:-0.009973 fps:1307 +frame:6.60e+05 wall_t:505 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.304 +2026-01-07 10:32:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.68 total_reward_ma:-9.83 loss:-0.01007 fps:1311 +frame:6.70e+05 wall_t:511 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.255 +2026-01-07 10:32:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.83 loss:-0.01048 fps:1315 +frame:6.80e+05 wall_t:517 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.249 +2026-01-07 10:32:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.83 loss:-0.0133 fps:1322 +frame:6.90e+05 wall_t:522 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.226 +2026-01-07 10:32:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.73 total_reward_ma:-9.83 loss:-0.00735 fps:1326 +frame:7.00e+05 wall_t:528 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.292 +2026-01-07 10:33:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.72 total_reward_ma:-9.82 loss:-0.009582 fps:1330 +frame:7.10e+05 wall_t:534 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.336 +2026-01-07 10:33:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.69 total_reward_ma:-9.82 loss:-0.009875 fps:1333 +frame:7.20e+05 wall_t:540 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.318 +2026-01-07 10:33:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.70 total_reward_ma:-9.82 loss:-0.01008 fps:1337 +frame:7.30e+05 wall_t:546 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.298 +2026-01-07 10:33:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.67 total_reward_ma:-9.82 loss:-0.00883 fps:1341 +frame:7.40e+05 wall_t:552 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.281 +2026-01-07 10:33:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.82 loss:-0.01002 fps:1344 +frame:7.50e+05 wall_t:558 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.322 +2026-01-07 10:33:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.65 total_reward_ma:-9.81 loss:-0.008274 fps:1348 +frame:7.60e+05 wall_t:564 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.312 +2026-01-07 10:33:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.81 loss:-0.009597 fps:1353 +frame:7.70e+05 wall_t:569 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.324 +2026-01-07 10:33:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.81 loss:-0.01108 fps:1354 +frame:7.80e+05 wall_t:576 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.331 +2026-01-07 10:33:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.81 loss:-0.009341 fps:1353 +frame:7.90e+05 wall_t:584 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.283 +2026-01-07 10:34:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.80 loss:-0.009207 fps:1354 +frame:8.00e+05 wall_t:591 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.276 +2026-01-07 10:34:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.62 total_reward_ma:-9.80 loss:-0.01066 fps:1355 +frame:8.10e+05 wall_t:598 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.277 +2026-01-07 10:34:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.80 loss:-0.008507 fps:1355 +frame:8.20e+05 wall_t:605 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.28 +2026-01-07 10:34:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.80 loss:-0.01145 fps:1354 +frame:8.30e+05 wall_t:613 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.309 +2026-01-07 10:34:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.79 loss:-0.009726 fps:1355 +frame:8.40e+05 wall_t:620 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.311 +2026-01-07 10:34:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.79 loss:-0.01103 fps:1354 +frame:8.50e+05 wall_t:628 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.337 +2026-01-07 10:34:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.60 total_reward_ma:-9.79 loss:-0.0135 fps:1354 +frame:8.60e+05 wall_t:635 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.319 +2026-01-07 10:34:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.79 loss:-0.01457 fps:1353 +frame:8.70e+05 wall_t:643 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.338 +2026-01-07 10:35:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.78 loss:-0.01107 fps:1350 +frame:8.80e+05 wall_t:652 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.328 +2026-01-07 10:35:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.78 loss:-0.0111 fps:1348 +frame:8.90e+05 wall_t:660 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.331 +2026-01-07 10:35:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.56 total_reward_ma:-9.78 loss:-0.01044 fps:1347 +frame:9.00e+05 wall_t:668 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.274 +2026-01-07 10:35:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.78 loss:-0.01453 fps:1346 +frame:9.10e+05 wall_t:676 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.32 +2026-01-07 10:35:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.78 loss:-0.01202 fps:1347 +frame:9.20e+05 wall_t:683 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.321 +2026-01-07 10:35:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.59 total_reward_ma:-9.77 loss:-0.01219 fps:1348 +frame:9.30e+05 wall_t:690 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.342 +2026-01-07 10:35:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.61 total_reward_ma:-9.77 loss:-0.0111 fps:1351 +frame:9.40e+05 wall_t:696 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.324 +2026-01-07 10:35:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.77 loss:-0.01168 fps:1351 +frame:9.50e+05 wall_t:703 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.274 +2026-01-07 10:36:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.63 total_reward_ma:-9.77 loss:-0.01099 fps:1350 +frame:9.60e+05 wall_t:711 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.306 +2026-01-07 10:36:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.77 loss:-0.01189 fps:1351 +frame:9.70e+05 wall_t:718 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.299 +2026-01-07 10:36:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.77 loss:-0.01171 fps:1350 +frame:9.80e+05 wall_t:726 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.299 +2026-01-07 10:36:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.64 total_reward_ma:-9.76 loss:-0.01145 fps:1351 +frame:9.90e+05 wall_t:733 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.281 +2026-01-07 10:36:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.58 total_reward_ma:-9.76 loss:-0.01219 fps:1351 +frame:1.00e+06 wall_t:740 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.266 +2026-01-07 10:36:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.57 total_reward_ma:-9.76 loss:-0.009412 fps:1350 +frame:1.01e+06 wall_t:748 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.222 +2026-01-07 10:36:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-9.76 loss:-0.01126 fps:1349 +frame:1.02e+06 wall_t:756 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.345 +2026-01-07 10:36:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.54 total_reward_ma:-9.75 loss:-0.01443 fps:1350 +frame:1.03e+06 wall_t:763 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.313 +2026-01-07 10:37:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.55 total_reward_ma:-9.75 loss:-0.01025 fps:1349 +frame:1.04e+06 wall_t:771 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.212 +2026-01-07 10:37:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.54 total_reward_ma:-9.75 loss:-0.01068 fps:1350 +frame:1.05e+06 wall_t:778 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.249 +2026-01-07 10:37:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-9.74 loss:-0.01241 fps:1349 +frame:1.06e+06 wall_t:786 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.274 +2026-01-07 10:37:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.53 total_reward_ma:-9.74 loss:-0.009388 fps:1348 +frame:1.07e+06 wall_t:794 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.306 +2026-01-07 10:37:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.51 total_reward_ma:-9.73 loss:-0.01263 fps:1348 +frame:1.08e+06 wall_t:801 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.289 +2026-01-07 10:37:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.50 total_reward_ma:-9.73 loss:-0.007696 fps:1349 +frame:1.09e+06 wall_t:808 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.284 +2026-01-07 10:37:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.49 total_reward_ma:-9.72 loss:-0.01215 fps:1350 +frame:1.10e+06 wall_t:815 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.299 +2026-01-07 10:37:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.46 total_reward_ma:-9.72 loss:-0.009384 fps:1350 +frame:1.11e+06 wall_t:822 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.297 +2026-01-07 10:38:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.45 total_reward_ma:-9.71 loss:-0.01061 fps:1351 +frame:1.12e+06 wall_t:829 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.271 +2026-01-07 10:38:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.44 total_reward_ma:-9.71 loss:-0.01064 fps:1350 +frame:1.13e+06 wall_t:837 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.27 +2026-01-07 10:38:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.44 total_reward_ma:-9.70 loss:-0.008717 fps:1349 +frame:1.14e+06 wall_t:845 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.269 +2026-01-07 10:38:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.70 loss:-0.009074 fps:1350 +frame:1.15e+06 wall_t:852 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.3 +2026-01-07 10:38:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.69 loss:-0.01227 fps:1350 +frame:1.16e+06 wall_t:859 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.329 +2026-01-07 10:38:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.69 loss:-0.01262 fps:1349 +frame:1.17e+06 wall_t:867 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.321 +2026-01-07 10:38:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.68 loss:-0.01014 fps:1349 +frame:1.18e+06 wall_t:875 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.265 +2026-01-07 10:38:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.67 loss:-0.008976 fps:1349 +frame:1.19e+06 wall_t:882 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.232 +2026-01-07 10:39:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.67 loss:-0.007412 fps:1350 +frame:1.20e+06 wall_t:889 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.202 +2026-01-07 10:39:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.66 loss:-0.006663 fps:1350 +frame:1.21e+06 wall_t:896 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.216 +2026-01-07 10:39:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.65 loss:-0.01094 fps:1348 +frame:1.22e+06 wall_t:905 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.274 +2026-01-07 10:39:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.40 total_reward_ma:-9.65 loss:-0.01249 fps:1347 +frame:1.23e+06 wall_t:913 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.245 +2026-01-07 10:39:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.44 total_reward_ma:-9.64 loss:-0.01067 fps:1348 +frame:1.24e+06 wall_t:920 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.282 +2026-01-07 10:39:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.64 loss:-0.01019 fps:1347 +frame:1.25e+06 wall_t:928 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.273 +2026-01-07 10:39:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.63 loss:-0.01055 fps:1348 +frame:1.26e+06 wall_t:935 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.29 +2026-01-07 10:39:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.38 total_reward_ma:-9.63 loss:-0.0117 fps:1347 +frame:1.27e+06 wall_t:943 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.273 +2026-01-07 10:40:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.37 total_reward_ma:-9.62 loss:-0.01076 fps:1347 +frame:1.28e+06 wall_t:950 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.228 +2026-01-07 10:40:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.61 loss:-0.008034 fps:1348 +frame:1.29e+06 wall_t:957 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.271 +2026-01-07 10:40:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.37 total_reward_ma:-9.61 loss:-0.007214 fps:1349 +frame:1.30e+06 wall_t:964 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.302 +2026-01-07 10:40:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.60 loss:-0.01404 fps:1348 +frame:1.31e+06 wall_t:972 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.323 +2026-01-07 10:40:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.60 loss:-0.01382 fps:1348 +frame:1.32e+06 wall_t:979 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.317 +2026-01-07 10:40:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.59 loss:-0.008655 fps:1348 +frame:1.33e+06 wall_t:987 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.316 +2026-01-07 10:40:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.59 loss:-0.011 fps:1348 +frame:1.34e+06 wall_t:994 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.305 +2026-01-07 10:40:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.58 loss:-0.01221 fps:1347 +frame:1.35e+06 wall_t:1002 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.296 +2026-01-07 10:41:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.58 loss:-0.01213 fps:1348 +frame:1.36e+06 wall_t:1009 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.266 +2026-01-07 10:41:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.57 loss:-0.01203 fps:1347 +frame:1.37e+06 wall_t:1017 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.308 +2026-01-07 10:41:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.57 loss:-0.009684 fps:1348 +frame:1.38e+06 wall_t:1024 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.274 +2026-01-07 10:41:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.56 loss:-0.0111 fps:1348 +frame:1.39e+06 wall_t:1031 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.287 +2026-01-07 10:41:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.56 loss:-0.01188 fps:1349 +frame:1.40e+06 wall_t:1038 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.303 +2026-01-07 10:41:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.56 loss:-0.00921 fps:1351 +frame:1.41e+06 wall_t:1044 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.348 +2026-01-07 10:41:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.55 loss:-0.01123 fps:1352 +frame:1.42e+06 wall_t:1050 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.331 +2026-01-07 10:41:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.55 loss:-0.01293 fps:1353 +frame:1.43e+06 wall_t:1057 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.314 +2026-01-07 10:41:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.54 loss:-0.007825 fps:1355 +frame:1.44e+06 wall_t:1063 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.324 +2026-01-07 10:41:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.54 loss:-0.01294 fps:1356 +frame:1.45e+06 wall_t:1069 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.306 +2026-01-07 10:42:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.54 loss:-0.01218 fps:1359 +frame:1.46e+06 wall_t:1074 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.316 +2026-01-07 10:42:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.53 loss:-0.01059 fps:1360 +frame:1.47e+06 wall_t:1081 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.32 +2026-01-07 10:42:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.43 total_reward_ma:-9.53 loss:-0.009439 fps:1359 +frame:1.48e+06 wall_t:1089 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.343 +2026-01-07 10:42:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.40 total_reward_ma:-9.53 loss:-0.01181 fps:1359 +frame:1.49e+06 wall_t:1096 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.319 +2026-01-07 10:42:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.42 total_reward_ma:-9.53 loss:-0.01095 fps:1359 +frame:1.50e+06 wall_t:1104 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.336 +2026-01-07 10:42:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.52 loss:-0.013 fps:1358 +frame:1.51e+06 wall_t:1112 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.327 +2026-01-07 10:42:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.52 loss:-0.0117 fps:1358 +frame:1.52e+06 wall_t:1119 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.294 +2026-01-07 10:42:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.37 total_reward_ma:-9.52 loss:-0.01259 fps:1359 +frame:1.53e+06 wall_t:1126 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.274 +2026-01-07 10:43:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.38 total_reward_ma:-9.51 loss:-0.01103 fps:1359 +frame:1.54e+06 wall_t:1133 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.278 +2026-01-07 10:43:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.51 loss:-0.009905 fps:1358 +frame:1.55e+06 wall_t:1141 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.282 +2026-01-07 10:43:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.51 loss:-0.009114 fps:1358 +frame:1.56e+06 wall_t:1149 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.26 +2026-01-07 10:43:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.44 total_reward_ma:-9.50 loss:-0.01302 fps:1356 +frame:1.57e+06 wall_t:1158 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.3 +2026-01-07 10:43:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.50 loss:-0.01091 fps:1356 +frame:1.58e+06 wall_t:1165 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.239 +2026-01-07 10:43:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.40 total_reward_ma:-9.50 loss:-0.01263 fps:1357 +frame:1.59e+06 wall_t:1172 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.238 +2026-01-07 10:43:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.43 total_reward_ma:-9.49 loss:-0.008899 fps:1357 +frame:1.60e+06 wall_t:1179 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.2 +2026-01-07 10:43:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.49 total_reward_ma:-9.49 loss:-0.01142 fps:1358 +frame:1.61e+06 wall_t:1186 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.226 +2026-01-07 10:44:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.48 total_reward_ma:-9.49 loss:-0.008604 fps:1358 +frame:1.62e+06 wall_t:1193 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.256 +2026-01-07 10:44:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.48 total_reward_ma:-9.49 loss:-0.01101 fps:1358 +frame:1.63e+06 wall_t:1200 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.23 +2026-01-07 10:44:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.49 total_reward_ma:-9.49 loss:-0.01308 fps:1359 +frame:1.64e+06 wall_t:1207 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.308 +2026-01-07 10:44:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.48 total_reward_ma:-9.49 loss:-0.01136 fps:1359 +frame:1.65e+06 wall_t:1214 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.296 +2026-01-07 10:44:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.46 total_reward_ma:-9.48 loss:-0.01052 fps:1358 +frame:1.66e+06 wall_t:1222 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.281 +2026-01-07 10:44:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.46 total_reward_ma:-9.48 loss:-0.01196 fps:1359 +frame:1.67e+06 wall_t:1229 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.287 +2026-01-07 10:44:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.47 total_reward_ma:-9.48 loss:-0.01072 fps:1359 +frame:1.68e+06 wall_t:1236 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.264 +2026-01-07 10:44:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.41 total_reward_ma:-9.48 loss:-0.0112 fps:1360 +frame:1.69e+06 wall_t:1243 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.316 +2026-01-07 10:45:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.47 loss:-0.01375 fps:1359 +frame:1.70e+06 wall_t:1251 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.306 +2026-01-07 10:45:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.39 total_reward_ma:-9.47 loss:-0.01271 fps:1360 +frame:1.71e+06 wall_t:1257 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.308 +2026-01-07 10:45:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.47 loss:-0.01163 fps:1361 +frame:1.72e+06 wall_t:1264 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.293 +2026-01-07 10:45:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.46 loss:-0.01239 fps:1360 +frame:1.73e+06 wall_t:1272 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.269 +2026-01-07 10:45:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.31 total_reward_ma:-9.46 loss:-0.01415 fps:1359 +frame:1.74e+06 wall_t:1280 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.278 +2026-01-07 10:45:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.45 loss:-0.01218 fps:1359 +frame:1.75e+06 wall_t:1288 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.274 +2026-01-07 10:45:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.45 loss:-0.01161 fps:1359 +frame:1.76e+06 wall_t:1295 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.242 +2026-01-07 10:45:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.45 loss:-0.008034 fps:1357 +frame:1.77e+06 wall_t:1304 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.232 +2026-01-07 10:46:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.45 loss:-0.01056 fps:1358 +frame:1.78e+06 wall_t:1311 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.302 +2026-01-07 10:46:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-9.44 loss:-0.01083 fps:1358 +frame:1.79e+06 wall_t:1318 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.276 +2026-01-07 10:46:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-9.44 loss:-0.0121 fps:1358 +frame:1.80e+06 wall_t:1325 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.28 +2026-01-07 10:46:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.28 total_reward_ma:-9.44 loss:-0.01141 fps:1359 +frame:1.81e+06 wall_t:1332 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.282 +2026-01-07 10:46:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.28 total_reward_ma:-9.43 loss:-0.009821 fps:1359 +frame:1.82e+06 wall_t:1339 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.315 +2026-01-07 10:46:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.24 total_reward_ma:-9.43 loss:-0.01321 fps:1359 +frame:1.83e+06 wall_t:1347 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.294 +2026-01-07 10:46:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.18 total_reward_ma:-9.43 loss:-0.01365 fps:1359 +frame:1.84e+06 wall_t:1354 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.295 +2026-01-07 10:46:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.18 total_reward_ma:-9.42 loss:-0.01079 fps:1358 +frame:1.85e+06 wall_t:1362 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.33 +2026-01-07 10:47:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.18 total_reward_ma:-9.42 loss:-0.01257 fps:1359 +frame:1.86e+06 wall_t:1369 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.31 +2026-01-07 10:47:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.14 total_reward_ma:-9.41 loss:-0.01288 fps:1359 +frame:1.87e+06 wall_t:1376 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.317 +2026-01-07 10:47:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.13 total_reward_ma:-9.41 loss:-0.01016 fps:1359 +frame:1.88e+06 wall_t:1383 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.304 +2026-01-07 10:47:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-9.40 loss:-0.0131 fps:1359 +frame:1.89e+06 wall_t:1391 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.328 +2026-01-07 10:47:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.15 total_reward_ma:-9.40 loss:-0.009209 fps:1359 +frame:1.90e+06 wall_t:1398 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.3 +2026-01-07 10:47:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.15 total_reward_ma:-9.39 loss:-0.01031 fps:1358 +frame:1.91e+06 wall_t:1406 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.309 +2026-01-07 10:47:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.16 total_reward_ma:-9.39 loss:-0.01179 fps:1358 +frame:1.92e+06 wall_t:1414 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.294 +2026-01-07 10:47:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.19 total_reward_ma:-9.39 loss:-0.01765 fps:1358 +frame:1.93e+06 wall_t:1421 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.238 +2026-01-07 10:47:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.18 total_reward_ma:-9.38 loss:-0.009708 fps:1359 +frame:1.94e+06 wall_t:1428 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.311 +2026-01-07 10:48:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.15 total_reward_ma:-9.38 loss:-0.01036 fps:1359 +frame:1.95e+06 wall_t:1435 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.285 +2026-01-07 10:48:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.16 total_reward_ma:-9.37 loss:-0.009201 fps:1359 +frame:1.96e+06 wall_t:1442 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.274 +2026-01-07 10:48:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.17 total_reward_ma:-9.37 loss:-0.01174 fps:1359 +frame:1.97e+06 wall_t:1450 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.235 +2026-01-07 10:48:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.21 total_reward_ma:-9.36 loss:-0.01299 fps:1358 +frame:1.98e+06 wall_t:1458 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.25 +2026-01-07 10:48:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.22 total_reward_ma:-9.36 loss:-0.01251 fps:1358 +frame:1.99e+06 wall_t:1465 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.25 +2026-01-07 10:48:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.21 total_reward_ma:-9.36 loss:-0.01216 fps:1358 +frame:2.00e+06 wall_t:1473 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.189 +2026-01-07 10:48:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.21 total_reward_ma:-9.35 loss:-0.01092 fps:1357 +frame:2.01e+06 wall_t:1481 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.192 +2026-01-07 10:48:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.23 total_reward_ma:-9.35 loss:-0.01228 fps:1358 +frame:2.02e+06 wall_t:1488 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.31 +2026-01-07 10:49:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.22 total_reward_ma:-9.35 loss:-0.01327 fps:1358 +frame:2.03e+06 wall_t:1495 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.305 +2026-01-07 10:49:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.23 total_reward_ma:-9.34 loss:-0.01234 fps:1358 +frame:2.04e+06 wall_t:1502 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.284 +2026-01-07 10:49:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.27 total_reward_ma:-9.34 loss:-0.01147 fps:1359 +frame:2.05e+06 wall_t:1509 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.307 +2026-01-07 10:49:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-9.34 loss:-0.01234 fps:1358 +frame:2.06e+06 wall_t:1517 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.272 +2026-01-07 10:49:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.30 total_reward_ma:-9.33 loss:-0.0144 fps:1357 +frame:2.07e+06 wall_t:1525 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.338 +2026-01-07 10:49:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.30 total_reward_ma:-9.33 loss:-0.01217 fps:1357 +frame:2.08e+06 wall_t:1533 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.262 +2026-01-07 10:49:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.30 total_reward_ma:-9.33 loss:-0.01176 fps:1356 +frame:2.09e+06 wall_t:1541 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.299 +2026-01-07 10:49:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.33 loss:-0.01333 fps:1357 +frame:2.10e+06 wall_t:1548 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.376 +2026-01-07 10:50:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.33 loss:-0.01122 fps:1356 +frame:2.11e+06 wall_t:1556 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.348 +2026-01-07 10:50:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.33 loss:-0.00972 fps:1356 +frame:2.12e+06 wall_t:1563 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.336 +2026-01-07 10:50:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.33 loss:-0.01233 fps:1357 +frame:2.13e+06 wall_t:1570 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.332 +2026-01-07 10:50:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.35 total_reward_ma:-9.33 loss:-0.01316 fps:1357 +frame:2.14e+06 wall_t:1577 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.321 +2026-01-07 10:50:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.32 loss:-0.01184 fps:1356 +frame:2.15e+06 wall_t:1585 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.346 +2026-01-07 10:50:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.32 loss:-0.01193 fps:1357 +frame:2.16e+06 wall_t:1592 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.333 +2026-01-07 10:50:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.36 total_reward_ma:-9.32 loss:-0.01498 fps:1357 +frame:2.17e+06 wall_t:1599 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.343 +2026-01-07 10:50:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.34 total_reward_ma:-9.32 loss:-0.01233 fps:1357 +frame:2.18e+06 wall_t:1607 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.335 +2026-01-07 10:51:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.32 loss:-0.01202 fps:1358 +frame:2.19e+06 wall_t:1613 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.35 +2026-01-07 10:51:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.32 loss:-0.01134 fps:1359 +frame:2.20e+06 wall_t:1619 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.358 +2026-01-07 10:51:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.29 total_reward_ma:-9.32 loss:-0.01228 fps:1360 +frame:2.21e+06 wall_t:1625 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.359 +2026-01-07 10:51:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.32 loss:-0.01274 fps:1362 +frame:2.22e+06 wall_t:1630 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.346 +2026-01-07 10:51:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.33 total_reward_ma:-9.32 loss:-0.01342 fps:1363 +frame:2.23e+06 wall_t:1636 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.384 +2026-01-07 10:51:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.32 total_reward_ma:-9.32 loss:-0.01395 fps:1364 +frame:2.24e+06 wall_t:1642 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.347 +2026-01-07 10:51:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.30 total_reward_ma:-9.32 loss:-0.01292 fps:1364 +frame:2.25e+06 wall_t:1649 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.324 +2026-01-07 10:51:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.28 total_reward_ma:-9.32 loss:-0.00911 fps:1365 +frame:2.26e+06 wall_t:1656 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.328 +2026-01-07 10:51:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.29 total_reward_ma:-9.32 loss:-0.01108 fps:1365 +frame:2.27e+06 wall_t:1663 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.344 +2026-01-07 10:52:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-9.32 loss:-0.01214 fps:1364 +frame:2.28e+06 wall_t:1671 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.29 +2026-01-07 10:52:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.29 total_reward_ma:-9.32 loss:-0.009795 fps:1364 +frame:2.29e+06 wall_t:1679 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.304 +2026-01-07 10:52:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.27 total_reward_ma:-9.32 loss:-0.01184 fps:1364 +frame:2.30e+06 wall_t:1686 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.287 +2026-01-07 10:52:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.27 total_reward_ma:-9.32 loss:-0.01104 fps:1364 +frame:2.31e+06 wall_t:1693 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.28 +2026-01-07 10:52:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.29 total_reward_ma:-9.31 loss:-0.01188 fps:1365 +frame:2.32e+06 wall_t:1700 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.282 +2026-01-07 10:52:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.26 total_reward_ma:-9.31 loss:-0.01094 fps:1365 +frame:2.33e+06 wall_t:1707 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.243 +2026-01-07 10:52:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.25 total_reward_ma:-9.31 loss:-0.01214 fps:1365 +frame:2.34e+06 wall_t:1714 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.276 +2026-01-07 10:52:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.19 total_reward_ma:-9.31 loss:-0.0108 fps:1365 +frame:2.35e+06 wall_t:1722 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.284 +2026-01-07 10:53:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.18 total_reward_ma:-9.31 loss:-0.0162 fps:1365 +frame:2.36e+06 wall_t:1729 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.29 +2026-01-07 10:53:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-9.31 loss:-0.01312 fps:1365 +frame:2.37e+06 wall_t:1736 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.304 +2026-01-07 10:53:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.10 total_reward_ma:-9.31 loss:-0.01119 fps:1366 +frame:2.38e+06 wall_t:1742 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.291 +2026-01-07 10:53:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.07 total_reward_ma:-9.30 loss:-0.007323 fps:1367 +frame:2.39e+06 wall_t:1748 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.274 +2026-01-07 10:53:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.07 total_reward_ma:-9.30 loss:-0.01447 fps:1368 +frame:2.40e+06 wall_t:1755 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.277 +2026-01-07 10:53:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.06 total_reward_ma:-9.30 loss:-0.01182 fps:1368 +frame:2.41e+06 wall_t:1762 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.245 +2026-01-07 10:53:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.06 total_reward_ma:-9.30 loss:-0.01141 fps:1368 +frame:2.42e+06 wall_t:1769 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.177 +2026-01-07 10:53:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-9.29 loss:-0.01265 fps:1369 +frame:2.43e+06 wall_t:1775 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.272 +2026-01-07 10:53:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.06 total_reward_ma:-9.29 loss:-0.01086 fps:1370 +frame:2.44e+06 wall_t:1781 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.227 +2026-01-07 10:53:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.03 total_reward_ma:-9.29 loss:-0.01147 fps:1371 +frame:2.45e+06 wall_t:1787 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.265 +2026-01-07 10:54:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.05 total_reward_ma:-9.28 loss:-0.01112 fps:1371 +frame:2.46e+06 wall_t:1794 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.284 +2026-01-07 10:54:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.28 loss:-0.00981 fps:1371 +frame:2.47e+06 wall_t:1801 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.303 +2026-01-07 10:54:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-9.27 loss:-0.01191 fps:1372 +frame:2.48e+06 wall_t:1807 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.286 +2026-01-07 10:54:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-9.27 loss:-0.01025 fps:1373 +frame:2.49e+06 wall_t:1813 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.294 +2026-01-07 10:54:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-9.27 loss:-0.01171 fps:1374 +frame:2.50e+06 wall_t:1819 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.269 +2026-01-07 10:54:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-9.26 loss:-0.01492 fps:1375 +frame:2.51e+06 wall_t:1825 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.293 +2026-01-07 10:54:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.26 loss:-0.01227 fps:1376 +frame:2.52e+06 wall_t:1832 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.305 +2026-01-07 10:54:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.25 loss:-0.01025 fps:1376 +frame:2.53e+06 wall_t:1839 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.27 +2026-01-07 10:54:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.25 loss:-0.01351 fps:1375 +frame:2.54e+06 wall_t:1847 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.277 +2026-01-07 10:55:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-9.25 loss:-0.009268 fps:1375 +frame:2.55e+06 wall_t:1854 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.248 +2026-01-07 10:55:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.93 total_reward_ma:-9.24 loss:-0.01258 fps:1375 +frame:2.56e+06 wall_t:1862 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.268 +2026-01-07 10:55:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.92 total_reward_ma:-9.24 loss:-0.01404 fps:1376 +frame:2.57e+06 wall_t:1868 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.278 +2026-01-07 10:55:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.93 total_reward_ma:-9.23 loss:-0.01506 fps:1376 +frame:2.58e+06 wall_t:1875 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.253 +2026-01-07 10:55:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-9.23 loss:-0.01169 fps:1376 +frame:2.59e+06 wall_t:1882 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.217 +2026-01-07 10:55:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-9.22 loss:-0.01069 fps:1376 +frame:2.60e+06 wall_t:1889 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.169 +2026-01-07 10:55:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-9.22 loss:-0.01177 fps:1376 +frame:2.61e+06 wall_t:1897 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.144 +2026-01-07 10:55:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.87 total_reward_ma:-9.21 loss:-0.0116 fps:1376 +frame:2.62e+06 wall_t:1904 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.27 +2026-01-07 10:56:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-9.20 loss:-0.01277 fps:1376 +frame:2.63e+06 wall_t:1912 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.25 +2026-01-07 10:56:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.20 loss:-0.01304 fps:1376 +frame:2.64e+06 wall_t:1919 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.27 +2026-01-07 10:56:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.19 loss:-0.01183 fps:1376 +frame:2.65e+06 wall_t:1926 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.25 +2026-01-07 10:56:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.92 total_reward_ma:-9.19 loss:-0.01137 fps:1376 +frame:2.66e+06 wall_t:1933 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.263 +2026-01-07 10:56:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.92 total_reward_ma:-9.18 loss:-0.01028 fps:1376 +frame:2.67e+06 wall_t:1941 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.24 +2026-01-07 10:56:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-9.18 loss:-0.008037 fps:1375 +frame:2.68e+06 wall_t:1949 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.193 +2026-01-07 10:56:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-9.17 loss:-0.009772 fps:1375 +frame:2.69e+06 wall_t:1956 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.24 +2026-01-07 10:56:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.87 total_reward_ma:-9.17 loss:-0.009399 fps:1375 +frame:2.70e+06 wall_t:1963 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.22 +2026-01-07 10:57:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-9.16 loss:-0.01283 fps:1376 +frame:2.71e+06 wall_t:1970 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.272 +2026-01-07 10:57:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-9.16 loss:-0.009954 fps:1375 +frame:2.72e+06 wall_t:1978 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.177 +2026-01-07 10:57:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.15 loss:-0.01382 fps:1375 +frame:2.73e+06 wall_t:1985 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.213 +2026-01-07 10:57:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.95 total_reward_ma:-9.15 loss:-0.01159 fps:1376 +frame:2.74e+06 wall_t:1992 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.243 +2026-01-07 10:57:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.15 loss:-0.008114 fps:1376 +frame:2.75e+06 wall_t:1999 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.138 +2026-01-07 10:57:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.14 loss:-0.01391 fps:1376 +frame:2.76e+06 wall_t:2006 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.27 +2026-01-07 10:57:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.95 total_reward_ma:-9.14 loss:-0.01048 fps:1375 +frame:2.77e+06 wall_t:2015 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.222 +2026-01-07 10:57:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.13 loss:-0.01073 fps:1375 +frame:2.78e+06 wall_t:2022 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.227 +2026-01-07 10:58:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.13 loss:-0.008272 fps:1374 +frame:2.79e+06 wall_t:2030 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.223 +2026-01-07 10:58:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.01 total_reward_ma:-9.13 loss:-0.009583 fps:1375 +frame:2.80e+06 wall_t:2037 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.305 +2026-01-07 10:58:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.13 loss:-0.01173 fps:1375 +frame:2.81e+06 wall_t:2044 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.241 +2026-01-07 10:58:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.12 loss:-0.01092 fps:1376 +frame:2.82e+06 wall_t:2050 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.247 +2026-01-07 10:58:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-9.12 loss:-0.01068 fps:1376 +frame:2.83e+06 wall_t:2057 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.264 +2026-01-07 10:58:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.05 total_reward_ma:-9.12 loss:-0.01408 fps:1375 +frame:2.84e+06 wall_t:2065 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.276 +2026-01-07 10:58:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.03 total_reward_ma:-9.12 loss:-0.009176 fps:1375 +frame:2.85e+06 wall_t:2072 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.216 +2026-01-07 10:58:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.07 total_reward_ma:-9.12 loss:-0.006905 fps:1375 +frame:2.86e+06 wall_t:2080 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.225 +2026-01-07 10:58:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.08 total_reward_ma:-9.12 loss:-0.01059 fps:1375 +frame:2.87e+06 wall_t:2088 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.25 +2026-01-07 10:59:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.07 total_reward_ma:-9.12 loss:-0.01184 fps:1375 +frame:2.88e+06 wall_t:2095 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.259 +2026-01-07 10:59:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.12 loss:-0.01321 fps:1374 +frame:2.89e+06 wall_t:2103 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.251 +2026-01-07 10:59:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.01 total_reward_ma:-9.11 loss:-0.01133 fps:1374 +frame:2.90e+06 wall_t:2111 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.247 +2026-01-07 10:59:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.04 total_reward_ma:-9.11 loss:-0.01241 fps:1373 +frame:2.91e+06 wall_t:2119 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.25 +2026-01-07 10:59:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-9.11 loss:-0.009951 fps:1373 +frame:2.92e+06 wall_t:2126 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.32 +2026-01-07 10:59:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-9.11 loss:-0.01197 fps:1374 +frame:2.93e+06 wall_t:2133 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.272 +2026-01-07 10:59:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.13 total_reward_ma:-9.11 loss:-0.008028 fps:1373 +frame:2.94e+06 wall_t:2141 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.199 +2026-01-07 11:00:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.12 total_reward_ma:-9.11 loss:-0.008829 fps:1373 +frame:2.95e+06 wall_t:2149 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.254 +2026-01-07 11:00:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.08 total_reward_ma:-9.11 loss:-0.009434 fps:1372 +frame:2.96e+06 wall_t:2157 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.274 +2026-01-07 11:00:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.08 total_reward_ma:-9.11 loss:-0.01433 fps:1372 +frame:2.97e+06 wall_t:2165 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.326 +2026-01-07 11:00:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.11 loss:-0.00833 fps:1372 +frame:2.98e+06 wall_t:2172 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.194 +2026-01-07 11:00:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.11 loss:-0.00963 fps:1372 +frame:2.99e+06 wall_t:2179 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.292 +2026-01-07 11:00:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.10 loss:-0.01486 fps:1372 +frame:3.00e+06 wall_t:2186 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.327 +2026-01-07 11:00:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.10 loss:-0.01124 fps:1373 +frame:3.01e+06 wall_t:2193 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.271 +2026-01-07 11:00:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.02 total_reward_ma:-9.10 loss:-0.01024 fps:1373 +frame:3.02e+06 wall_t:2200 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.288 +2026-01-07 11:00:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.03 total_reward_ma:-9.10 loss:-0.01282 fps:1373 +frame:3.03e+06 wall_t:2207 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.234 +2026-01-07 11:01:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-9.10 loss:-0.01089 fps:1372 +frame:3.04e+06 wall_t:2215 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.227 +2026-01-07 11:01:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-9.09 loss:-0.01014 fps:1373 +frame:3.05e+06 wall_t:2222 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.263 +2026-01-07 11:01:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-9.09 loss:-0.01223 fps:1373 +frame:3.06e+06 wall_t:2229 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.236 +2026-01-07 11:01:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.97 total_reward_ma:-9.09 loss:-0.01128 fps:1373 +frame:3.07e+06 wall_t:2236 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.239 +2026-01-07 11:01:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-9.08 loss:-0.01538 fps:1373 +frame:3.08e+06 wall_t:2243 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.283 +2026-01-07 11:01:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.08 loss:-0.008831 fps:1373 +frame:3.09e+06 wall_t:2250 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.206 +2026-01-07 11:01:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-9.08 loss:-0.01093 fps:1374 +frame:3.10e+06 wall_t:2257 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.308 +2026-01-07 11:01:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-9.07 loss:-0.01291 fps:1373 +frame:3.11e+06 wall_t:2265 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.241 +2026-01-07 11:02:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.93 total_reward_ma:-9.07 loss:-0.01025 fps:1373 +frame:3.12e+06 wall_t:2272 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.192 +2026-01-07 11:02:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-9.07 loss:-0.01179 fps:1373 +frame:3.13e+06 wall_t:2279 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.233 +2026-01-07 11:02:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.06 loss:-0.008873 fps:1374 +frame:3.14e+06 wall_t:2286 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.176 +2026-01-07 11:02:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-9.00 total_reward_ma:-9.06 loss:-0.009593 fps:1374 +frame:3.15e+06 wall_t:2293 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.23 +2026-01-07 11:02:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-9.05 loss:-0.01144 fps:1374 +frame:3.16e+06 wall_t:2300 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.229 +2026-01-07 11:02:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.93 total_reward_ma:-9.05 loss:-0.01077 fps:1374 +frame:3.17e+06 wall_t:2307 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.245 +2026-01-07 11:02:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-9.05 loss:-0.01094 fps:1374 +frame:3.18e+06 wall_t:2315 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.231 +2026-01-07 11:02:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.95 total_reward_ma:-9.04 loss:-0.01012 fps:1374 +frame:3.19e+06 wall_t:2322 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.211 +2026-01-07 11:03:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.97 total_reward_ma:-9.04 loss:-0.01008 fps:1374 +frame:3.20e+06 wall_t:2329 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.207 +2026-01-07 11:03:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.99 total_reward_ma:-9.04 loss:-0.01024 fps:1374 +frame:3.21e+06 wall_t:2336 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.263 +2026-01-07 11:03:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-9.03 loss:-0.008487 fps:1374 +frame:3.22e+06 wall_t:2343 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.212 +2026-01-07 11:03:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.03 loss:-0.01363 fps:1374 +frame:3.23e+06 wall_t:2350 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.196 +2026-01-07 11:03:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.98 total_reward_ma:-9.02 loss:-0.009879 fps:1375 +frame:3.24e+06 wall_t:2357 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.213 +2026-01-07 11:03:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.02 loss:-0.01318 fps:1375 +frame:3.25e+06 wall_t:2364 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.284 +2026-01-07 11:03:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.96 total_reward_ma:-9.02 loss:-0.01143 fps:1375 +frame:3.26e+06 wall_t:2371 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.29 +2026-01-07 11:03:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.93 total_reward_ma:-9.01 loss:-0.01253 fps:1375 +frame:3.27e+06 wall_t:2378 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.289 +2026-01-07 11:03:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-9.01 loss:-0.009763 fps:1375 +frame:3.28e+06 wall_t:2386 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.321 +2026-01-07 11:04:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-9.01 loss:-0.008283 fps:1375 +frame:3.29e+06 wall_t:2393 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.296 +2026-01-07 11:04:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.88 total_reward_ma:-9.00 loss:-0.01464 fps:1374 +frame:3.30e+06 wall_t:2401 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.301 +2026-01-07 11:04:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.85 total_reward_ma:-9.00 loss:-0.01105 fps:1374 +frame:3.31e+06 wall_t:2409 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.287 +2026-01-07 11:04:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.84 total_reward_ma:-8.99 loss:-0.01409 fps:1374 +frame:3.32e+06 wall_t:2416 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.24 +2026-01-07 11:04:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.84 total_reward_ma:-8.99 loss:-0.01175 fps:1374 +frame:3.33e+06 wall_t:2423 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.288 +2026-01-07 11:04:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.84 total_reward_ma:-8.99 loss:-0.01293 fps:1375 +frame:3.34e+06 wall_t:2429 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.292 +2026-01-07 11:04:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.84 total_reward_ma:-8.98 loss:-0.01505 fps:1375 +frame:3.35e+06 wall_t:2437 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.273 +2026-01-07 11:04:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.88 total_reward_ma:-8.98 loss:-0.01169 fps:1374 +frame:3.36e+06 wall_t:2445 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.26 +2026-01-07 11:05:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.98 loss:-0.0114 fps:1374 +frame:3.37e+06 wall_t:2453 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.286 +2026-01-07 11:05:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-8.98 loss:-0.01205 fps:1374 +frame:3.38e+06 wall_t:2460 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.269 +2026-01-07 11:05:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.91 total_reward_ma:-8.97 loss:-0.01318 fps:1374 +frame:3.39e+06 wall_t:2468 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.282 +2026-01-07 11:05:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-8.97 loss:-0.01093 fps:1373 +frame:3.40e+06 wall_t:2476 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.259 +2026-01-07 11:05:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.97 loss:-0.01377 fps:1372 +frame:3.41e+06 wall_t:2485 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.263 +2026-01-07 11:05:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-8.97 loss:-0.01239 fps:1372 +frame:3.42e+06 wall_t:2492 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.283 +2026-01-07 11:05:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-8.97 loss:-0.009896 fps:1372 +frame:3.43e+06 wall_t:2500 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.209 +2026-01-07 11:05:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.93 total_reward_ma:-8.97 loss:-0.01347 fps:1372 +frame:3.44e+06 wall_t:2508 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.258 +2026-01-07 11:06:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-8.96 loss:-0.0131 fps:1372 +frame:3.45e+06 wall_t:2515 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.239 +2026-01-07 11:06:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.96 loss:-0.009685 fps:1371 +frame:3.46e+06 wall_t:2523 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.297 +2026-01-07 11:06:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.83 total_reward_ma:-8.96 loss:-0.01418 fps:1371 +frame:3.47e+06 wall_t:2531 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.26 +2026-01-07 11:06:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.82 total_reward_ma:-8.96 loss:-0.0126 fps:1371 +frame:3.48e+06 wall_t:2538 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.226 +2026-01-07 11:06:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.82 total_reward_ma:-8.96 loss:-0.01076 fps:1371 +frame:3.49e+06 wall_t:2545 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.275 +2026-01-07 11:06:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.84 total_reward_ma:-8.96 loss:-0.01306 fps:1371 +frame:3.50e+06 wall_t:2552 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.276 +2026-01-07 11:06:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.95 loss:-0.00934 fps:1371 +frame:3.51e+06 wall_t:2560 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.258 +2026-01-07 11:06:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.87 total_reward_ma:-8.95 loss:-0.01059 fps:1371 +frame:3.52e+06 wall_t:2567 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.274 +2026-01-07 11:07:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.88 total_reward_ma:-8.95 loss:-0.01288 fps:1371 +frame:3.53e+06 wall_t:2575 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.301 +2026-01-07 11:07:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-8.95 loss:-0.0146 fps:1371 +frame:3.54e+06 wall_t:2582 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.313 +2026-01-07 11:07:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-8.95 loss:-0.009083 fps:1372 +frame:3.55e+06 wall_t:2588 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.263 +2026-01-07 11:07:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-8.95 loss:-0.0132 fps:1373 +frame:3.56e+06 wall_t:2593 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.318 +2026-01-07 11:07:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.92 total_reward_ma:-8.95 loss:-0.01736 fps:1374 +frame:3.57e+06 wall_t:2599 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.351 +2026-01-07 11:07:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.88 total_reward_ma:-8.95 loss:-0.01383 fps:1374 +frame:3.58e+06 wall_t:2605 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.304 +2026-01-07 11:07:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.85 total_reward_ma:-8.95 loss:-0.01251 fps:1376 +frame:3.59e+06 wall_t:2609 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.306 +2026-01-07 11:07:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.83 total_reward_ma:-8.95 loss:-0.01297 fps:1377 +frame:3.60e+06 wall_t:2615 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.319 +2026-01-07 11:07:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.83 total_reward_ma:-8.95 loss:-0.01292 fps:1378 +frame:3.61e+06 wall_t:2620 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.286 +2026-01-07 11:07:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.82 total_reward_ma:-8.95 loss:-0.0159 fps:1379 +frame:3.62e+06 wall_t:2626 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.284 +2026-01-07 11:08:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.79 total_reward_ma:-8.95 loss:-0.01325 fps:1379 +frame:3.63e+06 wall_t:2632 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.247 +2026-01-07 11:08:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.79 total_reward_ma:-8.94 loss:-0.01274 fps:1380 +frame:3.64e+06 wall_t:2637 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.284 +2026-01-07 11:08:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.79 total_reward_ma:-8.94 loss:-0.01102 fps:1380 +frame:3.65e+06 wall_t:2644 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.263 +2026-01-07 11:08:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.75 total_reward_ma:-8.94 loss:-0.01383 fps:1381 +frame:3.66e+06 wall_t:2651 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.298 +2026-01-07 11:08:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.78 total_reward_ma:-8.94 loss:-0.01143 fps:1381 +frame:3.67e+06 wall_t:2657 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.298 +2026-01-07 11:08:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.83 total_reward_ma:-8.94 loss:-0.01232 fps:1382 +frame:3.68e+06 wall_t:2663 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.279 +2026-01-07 11:08:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.94 loss:-0.01098 fps:1382 +frame:3.69e+06 wall_t:2671 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.309 +2026-01-07 11:08:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.87 total_reward_ma:-8.94 loss:-0.01204 fps:1382 +frame:3.70e+06 wall_t:2677 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.278 +2026-01-07 11:08:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.87 total_reward_ma:-8.94 loss:-0.009482 fps:1382 +frame:3.71e+06 wall_t:2684 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.295 +2026-01-07 11:09:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-8.94 loss:-0.01343 fps:1383 +frame:3.72e+06 wall_t:2690 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.306 +2026-01-07 11:09:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-8.94 loss:-0.01203 fps:1383 +frame:3.73e+06 wall_t:2697 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.294 +2026-01-07 11:09:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.90 total_reward_ma:-8.94 loss:-0.01256 fps:1383 +frame:3.74e+06 wall_t:2704 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.315 +2026-01-07 11:09:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.87 total_reward_ma:-8.94 loss:-0.01464 fps:1383 +frame:3.75e+06 wall_t:2711 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.264 +2026-01-07 11:09:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-8.94 loss:-0.01256 fps:1384 +frame:3.76e+06 wall_t:2716 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.304 +2026-01-07 11:09:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.84 total_reward_ma:-8.93 loss:-0.01076 fps:1385 +frame:3.77e+06 wall_t:2723 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.327 +2026-01-07 11:09:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.83 total_reward_ma:-8.93 loss:-0.01194 fps:1385 +frame:3.78e+06 wall_t:2730 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.268 +2026-01-07 11:09:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.81 total_reward_ma:-8.93 loss:-0.01082 fps:1385 +frame:3.79e+06 wall_t:2736 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.305 +2026-01-07 11:09:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.80 total_reward_ma:-8.93 loss:-0.01158 fps:1385 +frame:3.80e+06 wall_t:2743 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.323 +2026-01-07 11:10:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.82 total_reward_ma:-8.93 loss:-0.01158 fps:1386 +frame:3.81e+06 wall_t:2749 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.264 +2026-01-07 11:10:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.93 loss:-0.01368 fps:1387 +frame:3.82e+06 wall_t:2755 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.301 +2026-01-07 11:10:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.92 loss:-0.0155 fps:1387 +frame:3.83e+06 wall_t:2761 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.277 +2026-01-07 11:10:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.91 total_reward_ma:-8.92 loss:-0.01239 fps:1387 +frame:3.84e+06 wall_t:2768 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.256 +2026-01-07 11:10:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-8.92 loss:-0.01264 fps:1388 +frame:3.85e+06 wall_t:2774 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.257 +2026-01-07 11:10:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.94 total_reward_ma:-8.92 loss:-0.009441 fps:1388 +frame:3.86e+06 wall_t:2780 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.288 +2026-01-07 11:10:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.89 total_reward_ma:-8.92 loss:-0.01284 fps:1389 +frame:3.87e+06 wall_t:2787 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.289 +2026-01-07 11:10:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.87 total_reward_ma:-8.92 loss:-0.008548 fps:1389 +frame:3.88e+06 wall_t:2794 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.295 +2026-01-07 11:10:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.86 total_reward_ma:-8.91 loss:-0.01176 fps:1389 +frame:3.89e+06 wall_t:2800 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.287 +2026-01-07 11:10:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.79 total_reward_ma:-8.91 loss:-0.01069 fps:1389 +frame:3.90e+06 wall_t:2807 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.327 +2026-01-07 11:11:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.76 total_reward_ma:-8.91 loss:-0.01066 fps:1390 +frame:3.91e+06 wall_t:2813 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.238 +2026-01-07 11:11:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.74 total_reward_ma:-8.91 loss:-0.01259 fps:1390 +frame:3.92e+06 wall_t:2820 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.295 +2026-01-07 11:11:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.72 total_reward_ma:-8.90 loss:-0.01288 fps:1391 +frame:3.93e+06 wall_t:2826 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.301 +2026-01-07 11:11:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.67 total_reward_ma:-8.90 loss:-0.01383 fps:1391 +frame:3.94e+06 wall_t:2832 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.295 +2026-01-07 11:11:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.66 total_reward_ma:-8.89 loss:-0.01644 fps:1392 +frame:3.95e+06 wall_t:2838 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.263 +2026-01-07 11:11:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.60 total_reward_ma:-8.89 loss:-0.01312 fps:1392 +frame:3.96e+06 wall_t:2844 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.29 +2026-01-07 11:11:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.61 total_reward_ma:-8.88 loss:-0.01297 fps:1393 +frame:3.97e+06 wall_t:2850 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.339 +2026-01-07 11:11:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.59 total_reward_ma:-8.88 loss:-0.01541 fps:1393 +frame:3.98e+06 wall_t:2857 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.343 +2026-01-07 11:11:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.62 total_reward_ma:-8.88 loss:-0.01281 fps:1394 +frame:3.99e+06 wall_t:2863 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.341 +2026-01-07 11:12:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.61 total_reward_ma:-8.87 loss:-0.01082 fps:1394 +frame:4.00e+06 wall_t:2870 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.294 +2026-01-07 11:12:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.57 total_reward_ma:-8.87 loss:-0.01141 fps:1394 +frame:4.01e+06 wall_t:2876 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.285 +2026-01-07 11:12:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.60 total_reward_ma:-8.86 loss:-0.01274 fps:1395 +frame:4.02e+06 wall_t:2882 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.279 +2026-01-07 11:12:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.58 total_reward_ma:-8.86 loss:-0.01154 fps:1395 +frame:4.03e+06 wall_t:2888 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.284 +2026-01-07 11:12:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.57 total_reward_ma:-8.85 loss:-0.01042 fps:1396 +frame:4.04e+06 wall_t:2895 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.286 +2026-01-07 11:12:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.57 total_reward_ma:-8.85 loss:-0.01353 fps:1396 +frame:4.05e+06 wall_t:2901 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.293 +2026-01-07 11:12:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.53 total_reward_ma:-8.85 loss:-0.01147 fps:1396 +frame:4.06e+06 wall_t:2908 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.273 +2026-01-07 11:12:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.52 total_reward_ma:-8.84 loss:-0.01285 fps:1397 +frame:4.07e+06 wall_t:2914 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.303 +2026-01-07 11:12:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.54 total_reward_ma:-8.84 loss:-0.01225 fps:1397 +frame:4.08e+06 wall_t:2921 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.265 +2026-01-07 11:12:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.52 total_reward_ma:-8.83 loss:-0.01084 fps:1397 +frame:4.09e+06 wall_t:2927 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.322 +2026-01-07 11:13:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.45 total_reward_ma:-8.83 loss:-0.01151 fps:1398 +frame:4.10e+06 wall_t:2933 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.324 +2026-01-07 11:13:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.37 total_reward_ma:-8.82 loss:-0.01347 fps:1398 +frame:4.11e+06 wall_t:2939 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.278 +2026-01-07 11:13:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.36 total_reward_ma:-8.81 loss:-0.008894 fps:1399 +frame:4.12e+06 wall_t:2945 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.285 +2026-01-07 11:13:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.34 total_reward_ma:-8.81 loss:-0.01168 fps:1399 +frame:4.13e+06 wall_t:2952 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.291 +2026-01-07 11:13:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.31 total_reward_ma:-8.80 loss:-0.013 fps:1399 +frame:4.14e+06 wall_t:2959 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.249 +2026-01-07 11:13:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.34 total_reward_ma:-8.79 loss:-0.01019 fps:1400 +frame:4.15e+06 wall_t:2965 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.286 +2026-01-07 11:13:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.41 total_reward_ma:-8.79 loss:-0.01288 fps:1400 +frame:4.16e+06 wall_t:2972 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.285 +2026-01-07 11:13:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.44 total_reward_ma:-8.78 loss:-0.01381 fps:1400 +frame:4.17e+06 wall_t:2978 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.298 +2026-01-07 11:13:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.50 total_reward_ma:-8.78 loss:-0.01197 fps:1400 +frame:4.18e+06 wall_t:2985 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.285 +2026-01-07 11:14:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.48 total_reward_ma:-8.78 loss:-0.01186 fps:1401 +frame:4.19e+06 wall_t:2991 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.252 +2026-01-07 11:14:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.52 total_reward_ma:-8.77 loss:-0.01241 fps:1400 +frame:4.20e+06 wall_t:2999 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.254 +2026-01-07 11:14:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-8.77 loss:-0.01295 fps:1401 +frame:4.21e+06 wall_t:3005 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.274 +2026-01-07 11:14:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-8.76 loss:-0.01315 fps:1401 +frame:4.22e+06 wall_t:3012 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.285 +2026-01-07 11:14:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-8.76 loss:-0.01383 fps:1401 +frame:4.23e+06 wall_t:3019 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.276 +2026-01-07 11:14:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.57 total_reward_ma:-8.75 loss:-0.009831 fps:1401 +frame:4.24e+06 wall_t:3026 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.277 +2026-01-07 11:14:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.52 total_reward_ma:-8.75 loss:-0.0137 fps:1401 +frame:4.25e+06 wall_t:3033 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.302 +2026-01-07 11:14:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.49 total_reward_ma:-8.75 loss:-0.008916 fps:1401 +frame:4.26e+06 wall_t:3040 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.288 +2026-01-07 11:14:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.53 total_reward_ma:-8.74 loss:-0.01151 fps:1402 +frame:4.27e+06 wall_t:3046 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.298 +2026-01-07 11:15:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-8.74 loss:-0.008642 fps:1402 +frame:4.28e+06 wall_t:3052 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.188 +2026-01-07 11:15:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.50 total_reward_ma:-8.73 loss:-0.01235 fps:1402 +frame:4.29e+06 wall_t:3059 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.278 +2026-01-07 11:15:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.53 total_reward_ma:-8.73 loss:-0.01261 fps:1403 +frame:4.30e+06 wall_t:3065 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.273 +2026-01-07 11:15:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.54 total_reward_ma:-8.73 loss:-0.0159 fps:1403 +frame:4.31e+06 wall_t:3071 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.242 +2026-01-07 11:15:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.53 total_reward_ma:-8.72 loss:-0.01434 fps:1404 +frame:4.32e+06 wall_t:3078 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.302 +2026-01-07 11:15:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.55 total_reward_ma:-8.72 loss:-0.01279 fps:1404 +frame:4.33e+06 wall_t:3085 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.294 +2026-01-07 11:15:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.59 total_reward_ma:-8.72 loss:-0.01342 fps:1404 +frame:4.34e+06 wall_t:3092 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.269 +2026-01-07 11:15:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.54 total_reward_ma:-8.72 loss:-0.01313 fps:1404 +frame:4.35e+06 wall_t:3099 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.298 +2026-01-07 11:15:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.52 total_reward_ma:-8.71 loss:-0.0121 fps:1404 +frame:4.36e+06 wall_t:3105 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.299 +2026-01-07 11:16:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.60 total_reward_ma:-8.71 loss:-0.01251 fps:1405 +frame:4.37e+06 wall_t:3111 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.3 +2026-01-07 11:16:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.61 total_reward_ma:-8.71 loss:-0.01078 fps:1405 +frame:4.38e+06 wall_t:3118 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.312 +2026-01-07 11:16:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.61 total_reward_ma:-8.70 loss:-0.01187 fps:1405 +frame:4.39e+06 wall_t:3124 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.245 +2026-01-07 11:16:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.63 total_reward_ma:-8.70 loss:-0.01099 fps:1405 +frame:4.40e+06 wall_t:3131 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.275 +2026-01-07 11:16:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.65 total_reward_ma:-8.70 loss:-0.01267 fps:1405 +frame:4.41e+06 wall_t:3138 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.287 +2026-01-07 11:16:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.65 total_reward_ma:-8.70 loss:-0.01232 fps:1406 +frame:4.42e+06 wall_t:3144 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.205 +2026-01-07 11:16:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.64 total_reward_ma:-8.69 loss:-0.01277 fps:1406 +frame:4.43e+06 wall_t:3150 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.218 +2026-01-07 11:16:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.58 total_reward_ma:-8.69 loss:-0.01289 fps:1407 +frame:4.44e+06 wall_t:3156 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.181 +2026-01-07 11:16:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.59 total_reward_ma:-8.69 loss:-0.01183 fps:1407 +frame:4.45e+06 wall_t:3162 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.144 +2026-01-07 11:16:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.60 total_reward_ma:-8.68 loss:-0.01128 fps:1408 +frame:4.46e+06 wall_t:3168 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.256 +2026-01-07 11:17:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.62 total_reward_ma:-8.68 loss:-0.01122 fps:1408 +frame:4.47e+06 wall_t:3175 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.206 +2026-01-07 11:17:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.60 total_reward_ma:-8.68 loss:-0.009061 fps:1408 +frame:4.48e+06 wall_t:3181 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.236 +2026-01-07 11:17:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.53 total_reward_ma:-8.68 loss:-0.01242 fps:1409 +frame:4.49e+06 wall_t:3187 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.194 +2026-01-07 11:17:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.50 total_reward_ma:-8.67 loss:-0.0103 fps:1409 +frame:4.50e+06 wall_t:3193 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.207 +2026-01-07 11:17:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.47 total_reward_ma:-8.67 loss:-0.01267 fps:1409 +frame:4.51e+06 wall_t:3200 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.148 +2026-01-07 11:17:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.41 total_reward_ma:-8.66 loss:-0.01212 fps:1410 +frame:4.52e+06 wall_t:3206 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.125 +2026-01-07 11:17:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.36 total_reward_ma:-8.66 loss:-0.01217 fps:1410 +frame:4.53e+06 wall_t:3212 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.184 +2026-01-07 11:17:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.34 total_reward_ma:-8.65 loss:-0.01267 fps:1411 +frame:4.54e+06 wall_t:3218 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.185 +2026-01-07 11:17:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.35 total_reward_ma:-8.65 loss:-0.01332 fps:1411 +frame:4.55e+06 wall_t:3224 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.227 +2026-01-07 11:18:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.29 total_reward_ma:-8.64 loss:-0.01406 fps:1411 +frame:4.56e+06 wall_t:3231 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.209 +2026-01-07 11:18:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.25 total_reward_ma:-8.64 loss:-0.009217 fps:1412 +frame:4.57e+06 wall_t:3237 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.246 +2026-01-07 11:18:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.22 total_reward_ma:-8.63 loss:-0.009755 fps:1412 +frame:4.58e+06 wall_t:3243 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.125 +2026-01-07 11:18:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.24 total_reward_ma:-8.62 loss:-0.01078 fps:1413 +frame:4.59e+06 wall_t:3249 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.218 +2026-01-07 11:18:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.22 total_reward_ma:-8.62 loss:-0.01109 fps:1413 +frame:4.60e+06 wall_t:3256 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.226 +2026-01-07 11:18:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.14 total_reward_ma:-8.61 loss:-0.01233 fps:1413 +frame:4.61e+06 wall_t:3262 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.226 +2026-01-07 11:18:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.12 total_reward_ma:-8.60 loss:-0.01033 fps:1414 +frame:4.62e+06 wall_t:3268 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.17 +2026-01-07 11:18:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.11 total_reward_ma:-8.60 loss:-0.007598 fps:1414 +frame:4.63e+06 wall_t:3275 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.2 +2026-01-07 11:18:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.09 total_reward_ma:-8.59 loss:-0.01396 fps:1414 +frame:4.64e+06 wall_t:3281 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.196 +2026-01-07 11:18:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.08 total_reward_ma:-8.58 loss:-0.01199 fps:1414 +frame:4.65e+06 wall_t:3288 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.245 +2026-01-07 11:19:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-8.02 total_reward_ma:-8.58 loss:-0.01213 fps:1415 +frame:4.66e+06 wall_t:3294 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.258 +2026-01-07 11:19:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.94 total_reward_ma:-8.57 loss:-0.01305 fps:1415 +frame:4.67e+06 wall_t:3301 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.262 +2026-01-07 11:19:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.94 total_reward_ma:-8.56 loss:-0.01089 fps:1415 +frame:4.68e+06 wall_t:3308 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.239 +2026-01-07 11:19:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.90 total_reward_ma:-8.55 loss:-0.01166 fps:1415 +frame:4.69e+06 wall_t:3315 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.283 +2026-01-07 11:19:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.94 total_reward_ma:-8.54 loss:-0.01291 fps:1415 +frame:4.70e+06 wall_t:3321 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.226 +2026-01-07 11:19:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.95 total_reward_ma:-8.53 loss:-0.01097 fps:1415 +frame:4.71e+06 wall_t:3328 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.227 +2026-01-07 11:19:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.89 total_reward_ma:-8.52 loss:-0.01029 fps:1415 +frame:4.72e+06 wall_t:3335 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.245 +2026-01-07 11:19:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.85 total_reward_ma:-8.51 loss:-0.01237 fps:1415 +frame:4.73e+06 wall_t:3342 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.267 +2026-01-07 11:20:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-8.50 loss:-0.01332 fps:1415 +frame:4.74e+06 wall_t:3349 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.23 +2026-01-07 11:20:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-8.49 loss:-0.01531 fps:1416 +frame:4.75e+06 wall_t:3355 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.188 +2026-01-07 11:20:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-8.48 loss:-0.01201 fps:1416 +frame:4.76e+06 wall_t:3362 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.243 +2026-01-07 11:20:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-8.46 loss:-0.01373 fps:1416 +frame:4.77e+06 wall_t:3368 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.286 +2026-01-07 11:20:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.70 total_reward_ma:-8.45 loss:-0.01004 fps:1417 +frame:4.78e+06 wall_t:3374 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.234 +2026-01-07 11:20:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.69 total_reward_ma:-8.44 loss:-0.01135 fps:1417 +frame:4.79e+06 wall_t:3380 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.232 +2026-01-07 11:20:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-8.43 loss:-0.01249 fps:1417 +frame:4.80e+06 wall_t:3387 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.255 +2026-01-07 11:20:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.71 total_reward_ma:-8.42 loss:-0.01392 fps:1417 +frame:4.81e+06 wall_t:3394 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.219 +2026-01-07 11:20:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-8.41 loss:-0.01259 fps:1417 +frame:4.82e+06 wall_t:3401 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.195 +2026-01-07 11:20:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.74 total_reward_ma:-8.40 loss:-0.01007 fps:1418 +frame:4.83e+06 wall_t:3407 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.198 +2026-01-07 11:21:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-8.39 loss:-0.01258 fps:1417 +frame:4.84e+06 wall_t:3415 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.23 +2026-01-07 11:21:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.76 total_reward_ma:-8.37 loss:-0.0116 fps:1417 +frame:4.85e+06 wall_t:3422 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.178 +2026-01-07 11:21:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-8.36 loss:-0.01377 fps:1418 +frame:4.86e+06 wall_t:3428 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.197 +2026-01-07 11:21:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.81 total_reward_ma:-8.35 loss:-0.01403 fps:1418 +frame:4.87e+06 wall_t:3434 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.192 +2026-01-07 11:21:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.79 total_reward_ma:-8.34 loss:-0.01156 fps:1418 +frame:4.88e+06 wall_t:3441 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.157 +2026-01-07 11:21:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-8.33 loss:-0.01181 fps:1419 +frame:4.89e+06 wall_t:3447 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.217 +2026-01-07 11:21:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.78 total_reward_ma:-8.32 loss:-0.008768 fps:1419 +frame:4.90e+06 wall_t:3453 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.209 +2026-01-07 11:21:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-8.31 loss:-0.0142 fps:1419 +frame:4.91e+06 wall_t:3460 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.209 +2026-01-07 11:21:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.78 total_reward_ma:-8.30 loss:-0.01215 fps:1419 +frame:4.92e+06 wall_t:3468 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.238 +2026-01-07 11:22:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.75 total_reward_ma:-8.29 loss:-0.01364 fps:1419 +frame:4.93e+06 wall_t:3474 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.225 +2026-01-07 11:22:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-8.28 loss:-0.01523 fps:1419 +frame:4.94e+06 wall_t:3481 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.174 +2026-01-07 11:22:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-8.27 loss:-0.0126 fps:1420 +frame:4.95e+06 wall_t:3486 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.247 +2026-01-07 11:22:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.77 total_reward_ma:-8.26 loss:-0.01079 fps:1420 +frame:4.96e+06 wall_t:3493 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.236 +2026-01-07 11:22:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.78 total_reward_ma:-8.26 loss:-0.01427 fps:1420 +frame:4.97e+06 wall_t:3500 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.237 +2026-01-07 11:22:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.82 total_reward_ma:-8.25 loss:-0.01307 fps:1420 +frame:4.98e+06 wall_t:3506 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.201 +2026-01-07 11:22:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.83 total_reward_ma:-8.24 loss:-0.01486 fps:1420 +frame:4.99e+06 wall_t:3513 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.22 +2026-01-07 11:22:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.69 total_reward_ma:-8.23 loss:-0.01238 fps:1420 +frame:5.00e+06 wall_t:3520 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.225 +2026-01-07 11:22:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-8.22 loss:-0.01241 fps:1420 +frame:5.01e+06 wall_t:3527 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.194 +2026-01-07 11:23:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.73 total_reward_ma:-8.21 loss:-0.01105 fps:1421 +frame:5.02e+06 wall_t:3533 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.158 +2026-01-07 11:23:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.67 total_reward_ma:-8.21 loss:-0.01063 fps:1421 +frame:5.03e+06 wall_t:3540 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.18 +2026-01-07 11:23:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.64 total_reward_ma:-8.20 loss:-0.01242 fps:1421 +frame:5.04e+06 wall_t:3546 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.215 +2026-01-07 11:23:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.65 total_reward_ma:-8.19 loss:-0.01513 fps:1421 +frame:5.05e+06 wall_t:3554 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.217 +2026-01-07 11:23:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.56 total_reward_ma:-8.18 loss:-0.01212 fps:1421 +frame:5.06e+06 wall_t:3561 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.236 +2026-01-07 11:23:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-8.17 loss:-0.01266 fps:1421 +frame:5.07e+06 wall_t:3568 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.218 +2026-01-07 11:23:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.52 total_reward_ma:-8.16 loss:-0.01252 fps:1421 +frame:5.08e+06 wall_t:3574 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.253 +2026-01-07 11:23:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-8.15 loss:-0.009644 fps:1421 +frame:5.09e+06 wall_t:3581 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.222 +2026-01-07 11:23:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.47 total_reward_ma:-8.14 loss:-0.0108 fps:1422 +frame:5.10e+06 wall_t:3587 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.215 +2026-01-07 11:24:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.39 total_reward_ma:-8.13 loss:-0.01509 fps:1422 +frame:5.11e+06 wall_t:3593 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.225 +2026-01-07 11:24:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.37 total_reward_ma:-8.12 loss:-0.01026 fps:1423 +frame:5.12e+06 wall_t:3599 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.231 +2026-01-07 11:24:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.40 total_reward_ma:-8.11 loss:-0.0134 fps:1423 +frame:5.13e+06 wall_t:3605 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.274 +2026-01-07 11:24:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.35 total_reward_ma:-8.10 loss:-0.0102 fps:1423 +frame:5.14e+06 wall_t:3611 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.196 +2026-01-07 11:24:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-8.09 loss:-0.009982 fps:1423 +frame:5.15e+06 wall_t:3618 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.221 +2026-01-07 11:24:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.35 total_reward_ma:-8.08 loss:-0.01332 fps:1424 +frame:5.16e+06 wall_t:3624 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.2 +2026-01-07 11:24:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-8.07 loss:-0.0126 fps:1424 +frame:5.17e+06 wall_t:3630 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.227 +2026-01-07 11:24:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-8.05 loss:-0.009633 fps:1424 +frame:5.18e+06 wall_t:3637 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.226 +2026-01-07 11:24:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.26 total_reward_ma:-8.04 loss:-0.0106 fps:1425 +frame:5.19e+06 wall_t:3643 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.228 +2026-01-07 11:25:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.29 total_reward_ma:-8.03 loss:-0.009492 fps:1425 +frame:5.20e+06 wall_t:3650 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.227 +2026-01-07 11:25:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.24 total_reward_ma:-8.02 loss:-0.01464 fps:1425 +frame:5.21e+06 wall_t:3656 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.106 +2026-01-07 11:25:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.24 total_reward_ma:-8.00 loss:-0.01294 fps:1425 +frame:5.22e+06 wall_t:3663 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.182 +2026-01-07 11:25:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.27 total_reward_ma:-7.99 loss:-0.01174 fps:1425 +frame:5.23e+06 wall_t:3669 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.192 +2026-01-07 11:25:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-7.98 loss:-0.009909 fps:1426 +frame:5.24e+06 wall_t:3675 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.208 +2026-01-07 11:25:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.33 total_reward_ma:-7.97 loss:-0.01018 fps:1426 +frame:5.25e+06 wall_t:3682 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.208 +2026-01-07 11:25:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.33 total_reward_ma:-7.96 loss:-0.01392 fps:1426 +frame:5.26e+06 wall_t:3689 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.226 +2026-01-07 11:25:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.28 total_reward_ma:-7.94 loss:-0.01175 fps:1426 +frame:5.27e+06 wall_t:3696 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.233 +2026-01-07 11:25:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-7.93 loss:-0.0131 fps:1426 +frame:5.28e+06 wall_t:3703 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.206 +2026-01-07 11:26:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.27 total_reward_ma:-7.92 loss:-0.01524 fps:1426 +frame:5.29e+06 wall_t:3709 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.261 +2026-01-07 11:26:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.30 total_reward_ma:-7.91 loss:-0.01094 fps:1427 +frame:5.30e+06 wall_t:3715 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.203 +2026-01-07 11:26:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.30 total_reward_ma:-7.89 loss:-0.01267 fps:1427 +frame:5.31e+06 wall_t:3722 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.218 +2026-01-07 11:26:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.30 total_reward_ma:-7.88 loss:-0.01354 fps:1427 +frame:5.32e+06 wall_t:3729 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.188 +2026-01-07 11:26:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-7.87 loss:-0.01523 fps:1427 +frame:5.33e+06 wall_t:3735 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.154 +2026-01-07 11:26:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.35 total_reward_ma:-7.86 loss:-0.0127 fps:1427 +frame:5.34e+06 wall_t:3742 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.15 +2026-01-07 11:26:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.36 total_reward_ma:-7.84 loss:-0.01466 fps:1427 +frame:5.35e+06 wall_t:3749 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.201 +2026-01-07 11:26:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.34 total_reward_ma:-7.83 loss:-0.0108 fps:1427 +frame:5.36e+06 wall_t:3756 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.188 +2026-01-07 11:26:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-7.82 loss:-0.01188 fps:1427 +frame:5.37e+06 wall_t:3763 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.223 +2026-01-07 11:27:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.51 total_reward_ma:-7.81 loss:-0.01166 fps:1427 +frame:5.38e+06 wall_t:3769 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.131 +2026-01-07 11:27:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.80 loss:-0.01044 fps:1428 +frame:5.39e+06 wall_t:3775 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.143 +2026-01-07 11:27:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.79 loss:-0.0105 fps:1428 +frame:5.40e+06 wall_t:3781 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.191 +2026-01-07 11:27:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.55 total_reward_ma:-7.78 loss:-0.01118 fps:1428 +frame:5.41e+06 wall_t:3788 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.155 +2026-01-07 11:27:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.53 total_reward_ma:-7.77 loss:-0.01282 fps:1428 +frame:5.42e+06 wall_t:3795 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.162 +2026-01-07 11:27:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.49 total_reward_ma:-7.75 loss:-0.008924 fps:1429 +frame:5.43e+06 wall_t:3801 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.108 +2026-01-07 11:27:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.54 total_reward_ma:-7.74 loss:-0.009494 fps:1429 +frame:5.44e+06 wall_t:3808 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.081 +2026-01-07 11:27:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.43 total_reward_ma:-7.73 loss:-0.01056 fps:1429 +frame:5.45e+06 wall_t:3814 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.1 +2026-01-07 11:27:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.43 total_reward_ma:-7.72 loss:-0.01242 fps:1429 +frame:5.46e+06 wall_t:3821 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.158 +2026-01-07 11:27:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.42 total_reward_ma:-7.71 loss:-0.01368 fps:1429 +frame:5.47e+06 wall_t:3827 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.164 +2026-01-07 11:28:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.45 total_reward_ma:-7.70 loss:-0.009486 fps:1430 +frame:5.48e+06 wall_t:3833 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.118 +2026-01-07 11:28:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.42 total_reward_ma:-7.69 loss:-0.01294 fps:1430 +frame:5.49e+06 wall_t:3840 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.193 +2026-01-07 11:28:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.39 total_reward_ma:-7.67 loss:-0.01019 fps:1430 +frame:5.50e+06 wall_t:3846 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.222 +2026-01-07 11:28:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.33 total_reward_ma:-7.66 loss:-0.01091 fps:1430 +frame:5.51e+06 wall_t:3853 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.221 +2026-01-07 11:28:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-7.65 loss:-0.01177 fps:1430 +frame:5.52e+06 wall_t:3859 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.173 +2026-01-07 11:28:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.30 total_reward_ma:-7.64 loss:-0.01116 fps:1430 +frame:5.53e+06 wall_t:3866 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.147 +2026-01-07 11:28:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.32 total_reward_ma:-7.63 loss:-0.01365 fps:1431 +frame:5.54e+06 wall_t:3872 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.13 +2026-01-07 11:28:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.29 total_reward_ma:-7.62 loss:-0.01341 fps:1431 +frame:5.55e+06 wall_t:3878 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.148 +2026-01-07 11:28:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.26 total_reward_ma:-7.61 loss:-0.01325 fps:1432 +frame:5.56e+06 wall_t:3884 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.138 +2026-01-07 11:29:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.18 total_reward_ma:-7.60 loss:-0.01089 fps:1432 +frame:5.57e+06 wall_t:3890 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.156 +2026-01-07 11:29:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.19 total_reward_ma:-7.59 loss:-0.01245 fps:1432 +frame:5.58e+06 wall_t:3897 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.203 +2026-01-07 11:29:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.19 total_reward_ma:-7.58 loss:-0.009976 fps:1432 +frame:5.59e+06 wall_t:3903 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.175 +2026-01-07 11:29:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.15 total_reward_ma:-7.57 loss:-0.007025 fps:1433 +frame:5.60e+06 wall_t:3909 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.148 +2026-01-07 11:29:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.16 total_reward_ma:-7.56 loss:-0.01268 fps:1433 +frame:5.61e+06 wall_t:3915 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.109 +2026-01-07 11:29:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.18 total_reward_ma:-7.55 loss:-0.01074 fps:1433 +frame:5.62e+06 wall_t:3922 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.18 +2026-01-07 11:29:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.14 total_reward_ma:-7.54 loss:-0.00864 fps:1433 +frame:5.63e+06 wall_t:3928 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.138 +2026-01-07 11:29:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.15 total_reward_ma:-7.53 loss:-0.0116 fps:1434 +frame:5.64e+06 wall_t:3934 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.167 +2026-01-07 11:29:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.15 total_reward_ma:-7.52 loss:-0.0127 fps:1434 +frame:5.65e+06 wall_t:3940 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.203 +2026-01-07 11:29:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.16 total_reward_ma:-7.51 loss:-0.01368 fps:1434 +frame:5.66e+06 wall_t:3947 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.16 +2026-01-07 11:30:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-7.13 total_reward_ma:-7.50 loss:-0.009935 fps:1434 +frame:5.67e+06 wall_t:3953 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.205 +2026-01-07 11:30:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.99 total_reward_ma:-7.49 loss:-0.008918 fps:1435 +frame:5.68e+06 wall_t:3959 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.169 +2026-01-07 11:30:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.96 total_reward_ma:-7.49 loss:-0.01126 fps:1435 +frame:5.69e+06 wall_t:3966 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.17 +2026-01-07 11:30:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.93 total_reward_ma:-7.48 loss:-0.01214 fps:1435 +frame:5.70e+06 wall_t:3972 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.186 +2026-01-07 11:30:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.90 total_reward_ma:-7.46 loss:-0.01316 fps:1435 +frame:5.71e+06 wall_t:3979 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.176 +2026-01-07 11:30:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.79 total_reward_ma:-7.45 loss:-0.01194 fps:1435 +frame:5.72e+06 wall_t:3985 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.158 +2026-01-07 11:30:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.74 total_reward_ma:-7.44 loss:-0.01273 fps:1436 +frame:5.73e+06 wall_t:3991 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.184 +2026-01-07 11:30:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.74 total_reward_ma:-7.43 loss:-0.01132 fps:1436 +frame:5.74e+06 wall_t:3997 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.254 +2026-01-07 11:30:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.65 total_reward_ma:-7.42 loss:-0.01311 fps:1436 +frame:5.75e+06 wall_t:4003 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.183 +2026-01-07 11:31:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.63 total_reward_ma:-7.41 loss:-0.01196 fps:1436 +frame:5.76e+06 wall_t:4010 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.197 +2026-01-07 11:31:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.58 total_reward_ma:-7.40 loss:-0.01117 fps:1437 +frame:5.77e+06 wall_t:4016 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.186 +2026-01-07 11:31:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.57 total_reward_ma:-7.39 loss:-0.01293 fps:1437 +frame:5.78e+06 wall_t:4023 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.183 +2026-01-07 11:31:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.60 total_reward_ma:-7.38 loss:-0.01295 fps:1437 +frame:5.79e+06 wall_t:4028 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.188 +2026-01-07 11:31:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.61 total_reward_ma:-7.37 loss:-0.01196 fps:1437 +frame:5.80e+06 wall_t:4035 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.184 +2026-01-07 11:31:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.62 total_reward_ma:-7.35 loss:-0.01011 fps:1438 +frame:5.81e+06 wall_t:4041 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.195 +2026-01-07 11:31:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.63 total_reward_ma:-7.34 loss:-0.01117 fps:1438 +frame:5.82e+06 wall_t:4048 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.179 +2026-01-07 11:31:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.66 total_reward_ma:-7.33 loss:-0.01427 fps:1438 +frame:5.83e+06 wall_t:4054 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.191 +2026-01-07 11:31:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.67 total_reward_ma:-7.32 loss:-0.01088 fps:1438 +frame:5.84e+06 wall_t:4060 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.251 +2026-01-07 11:31:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.64 total_reward_ma:-7.31 loss:-0.008607 fps:1438 +frame:5.85e+06 wall_t:4067 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.214 +2026-01-07 11:32:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.60 total_reward_ma:-7.30 loss:-0.01164 fps:1439 +frame:5.86e+06 wall_t:4073 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.137 +2026-01-07 11:32:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.62 total_reward_ma:-7.29 loss:-0.00976 fps:1439 +frame:5.87e+06 wall_t:4080 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.112 +2026-01-07 11:32:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.68 total_reward_ma:-7.28 loss:-0.01193 fps:1439 +frame:5.88e+06 wall_t:4086 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.096 +2026-01-07 11:32:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.68 total_reward_ma:-7.26 loss:-0.01131 fps:1439 +frame:5.89e+06 wall_t:4092 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.19 +2026-01-07 11:32:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.66 total_reward_ma:-7.25 loss:-0.009597 fps:1440 +frame:5.90e+06 wall_t:4098 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.166 +2026-01-07 11:32:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.64 total_reward_ma:-7.24 loss:-0.01051 fps:1440 +frame:5.91e+06 wall_t:4104 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.15 +2026-01-07 11:32:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.60 total_reward_ma:-7.23 loss:-0.00897 fps:1440 +frame:5.92e+06 wall_t:4111 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.161 +2026-01-07 11:32:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.58 total_reward_ma:-7.22 loss:-0.009233 fps:1440 +frame:5.93e+06 wall_t:4118 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.173 +2026-01-07 11:32:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.56 total_reward_ma:-7.21 loss:-0.01204 fps:1440 +frame:5.94e+06 wall_t:4125 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.227 +2026-01-07 11:33:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.57 total_reward_ma:-7.19 loss:-0.01152 fps:1440 +frame:5.95e+06 wall_t:4132 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.26 +2026-01-07 11:33:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.51 total_reward_ma:-7.18 loss:-0.01073 fps:1440 +frame:5.96e+06 wall_t:4139 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.261 +2026-01-07 11:33:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.51 total_reward_ma:-7.17 loss:-0.00936 fps:1440 +frame:5.97e+06 wall_t:4145 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.216 +2026-01-07 11:33:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.49 total_reward_ma:-7.16 loss:-0.01202 fps:1441 +frame:5.98e+06 wall_t:4151 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.253 +2026-01-07 11:33:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.48 total_reward_ma:-7.14 loss:-0.009259 fps:1441 +frame:5.99e+06 wall_t:4158 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.272 +2026-01-07 11:33:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.48 total_reward_ma:-7.13 loss:-0.0104 fps:1441 +frame:6.00e+06 wall_t:4164 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.191 +2026-01-07 11:33:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.47 total_reward_ma:-7.12 loss:-0.0101 fps:1441 +frame:6.01e+06 wall_t:4171 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 11:33:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.49 total_reward_ma:-7.11 loss:-0.0129 fps:1441 +frame:6.02e+06 wall_t:4177 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 11:33:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.44 total_reward_ma:-7.09 loss:-0.009937 fps:1441 +frame:6.03e+06 wall_t:4184 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 11:34:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.44 total_reward_ma:-7.08 loss:-0.009758 fps:1441 +frame:6.04e+06 wall_t:4191 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 11:34:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.43 total_reward_ma:-7.07 loss:-0.01321 fps:1442 +frame:6.05e+06 wall_t:4197 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 11:34:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.45 total_reward_ma:-7.06 loss:-0.01192 fps:1442 +frame:6.06e+06 wall_t:4203 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.2 +2026-01-07 11:34:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.48 total_reward_ma:-7.05 loss:-0.01288 fps:1442 +frame:6.07e+06 wall_t:4210 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 11:34:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.48 total_reward_ma:-7.04 loss:-0.01177 fps:1442 +frame:6.08e+06 wall_t:4217 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 11:34:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.48 total_reward_ma:-7.03 loss:-0.01259 fps:1442 +frame:6.09e+06 wall_t:4223 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 11:34:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.60 total_reward_ma:-7.02 loss:-0.01008 fps:1442 +frame:6.10e+06 wall_t:4230 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 11:34:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.65 total_reward_ma:-7.01 loss:-0.009616 fps:1442 +frame:6.11e+06 wall_t:4237 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 11:34:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.70 total_reward_ma:-7.00 loss:-0.01206 fps:1442 +frame:6.12e+06 wall_t:4244 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 11:35:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.70 total_reward_ma:-7.00 loss:-0.01579 fps:1442 +frame:6.13e+06 wall_t:4250 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 11:35:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.68 total_reward_ma:-6.99 loss:-0.0114 fps:1442 +frame:6.14e+06 wall_t:4257 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 11:35:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.66 total_reward_ma:-6.98 loss:-0.01021 fps:1443 +frame:6.15e+06 wall_t:4263 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 11:35:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.58 total_reward_ma:-6.98 loss:-0.01092 fps:1443 +frame:6.16e+06 wall_t:4269 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:35:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.61 total_reward_ma:-6.97 loss:-0.01175 fps:1443 +frame:6.17e+06 wall_t:4275 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 11:35:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.55 total_reward_ma:-6.96 loss:-0.01022 fps:1444 +frame:6.18e+06 wall_t:4281 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:35:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.51 total_reward_ma:-6.95 loss:-0.01199 fps:1444 +frame:6.19e+06 wall_t:4288 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 11:35:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.34 total_reward_ma:-6.94 loss:-0.009557 fps:1444 +frame:6.20e+06 wall_t:4294 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 11:35:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.37 total_reward_ma:-6.93 loss:-0.01082 fps:1444 +frame:6.21e+06 wall_t:4301 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:35:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.36 total_reward_ma:-6.93 loss:-0.01139 fps:1444 +frame:6.22e+06 wall_t:4307 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 11:36:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.30 total_reward_ma:-6.92 loss:-0.01249 fps:1444 +frame:6.23e+06 wall_t:4313 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 11:36:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.25 total_reward_ma:-6.91 loss:-0.01194 fps:1445 +frame:6.24e+06 wall_t:4319 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 11:36:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.29 total_reward_ma:-6.90 loss:-0.01098 fps:1445 +frame:6.25e+06 wall_t:4326 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 11:36:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.18 total_reward_ma:-6.88 loss:-0.01016 fps:1445 +frame:6.26e+06 wall_t:4333 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 11:36:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-6.17 total_reward_ma:-6.87 loss:-0.01108 fps:1445 +frame:6.27e+06 wall_t:4339 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:36:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.95 total_reward_ma:-6.86 loss:-0.01524 fps:1445 +frame:6.28e+06 wall_t:4346 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 11:36:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.94 total_reward_ma:-6.85 loss:-0.01115 fps:1445 +frame:6.29e+06 wall_t:4352 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 11:36:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.95 total_reward_ma:-6.83 loss:-0.009985 fps:1446 +frame:6.30e+06 wall_t:4358 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 11:36:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.94 total_reward_ma:-6.82 loss:-0.0152 fps:1446 +frame:6.31e+06 wall_t:4363 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 11:36:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.88 total_reward_ma:-6.80 loss:-0.0118 fps:1447 +frame:6.32e+06 wall_t:4367 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 11:37:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.81 total_reward_ma:-6.79 loss:-0.009914 fps:1447 +frame:6.33e+06 wall_t:4374 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 11:37:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.86 total_reward_ma:-6.77 loss:-0.01243 fps:1447 +frame:6.34e+06 wall_t:4380 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 11:37:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.86 total_reward_ma:-6.76 loss:-0.01268 fps:1447 +frame:6.35e+06 wall_t:4387 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 11:37:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.82 total_reward_ma:-6.74 loss:-0.01401 fps:1448 +frame:6.36e+06 wall_t:4393 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 11:37:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.78 total_reward_ma:-6.73 loss:-0.0135 fps:1448 +frame:6.37e+06 wall_t:4400 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 11:37:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.70 total_reward_ma:-6.71 loss:-0.01249 fps:1448 +frame:6.38e+06 wall_t:4407 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 11:37:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.59 total_reward_ma:-6.69 loss:-0.01255 fps:1448 +frame:6.39e+06 wall_t:4413 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 11:37:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.57 total_reward_ma:-6.67 loss:-0.01063 fps:1448 +frame:6.40e+06 wall_t:4419 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 11:37:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.54 total_reward_ma:-6.65 loss:-0.01355 fps:1449 +frame:6.41e+06 wall_t:4425 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 11:38:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.50 total_reward_ma:-6.63 loss:-0.01416 fps:1449 +frame:6.42e+06 wall_t:4431 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 11:38:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.52 total_reward_ma:-6.61 loss:-0.01326 fps:1449 +frame:6.43e+06 wall_t:4438 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:38:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.56 total_reward_ma:-6.59 loss:-0.01328 fps:1449 +frame:6.44e+06 wall_t:4444 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 11:38:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.56 total_reward_ma:-6.57 loss:-0.01406 fps:1449 +frame:6.45e+06 wall_t:4450 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.14 +2026-01-07 11:38:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.48 total_reward_ma:-6.55 loss:-0.01474 fps:1450 +frame:6.46e+06 wall_t:4455 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 11:38:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.48 total_reward_ma:-6.53 loss:-0.009303 fps:1450 +frame:6.47e+06 wall_t:4461 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:38:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.42 total_reward_ma:-6.51 loss:-0.009883 fps:1451 +frame:6.48e+06 wall_t:4467 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 11:38:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.38 total_reward_ma:-6.49 loss:-0.009939 fps:1451 +frame:6.49e+06 wall_t:4472 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:38:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.33 total_reward_ma:-6.47 loss:-0.01254 fps:1451 +frame:6.50e+06 wall_t:4479 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 11:38:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.16 total_reward_ma:-6.45 loss:-0.01233 fps:1452 +frame:6.51e+06 wall_t:4485 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 11:39:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.16 total_reward_ma:-6.43 loss:-0.007766 fps:1451 +frame:6.52e+06 wall_t:4493 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 11:39:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.11 total_reward_ma:-6.41 loss:-0.004487 fps:1451 +frame:6.53e+06 wall_t:4500 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 11:39:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.09 total_reward_ma:-6.38 loss:-0.01249 fps:1451 +frame:6.54e+06 wall_t:4506 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 11:39:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.02 total_reward_ma:-6.36 loss:-0.01292 fps:1451 +frame:6.55e+06 wall_t:4514 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 11:39:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.02 total_reward_ma:-6.34 loss:-0.01192 fps:1451 +frame:6.56e+06 wall_t:4520 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 11:39:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.89 total_reward_ma:-6.32 loss:-0.01205 fps:1452 +frame:6.57e+06 wall_t:4526 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 11:39:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-6.29 loss:-0.01177 fps:1452 +frame:6.58e+06 wall_t:4532 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 11:39:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.88 total_reward_ma:-6.27 loss:-0.01483 fps:1452 +frame:6.59e+06 wall_t:4538 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 11:39:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-6.25 loss:-0.01191 fps:1452 +frame:6.60e+06 wall_t:4545 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:40:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.92 total_reward_ma:-6.23 loss:-0.009508 fps:1452 +frame:6.61e+06 wall_t:4551 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 11:40:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.90 total_reward_ma:-6.20 loss:-0.01051 fps:1453 +frame:6.62e+06 wall_t:4556 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 11:40:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.90 total_reward_ma:-6.18 loss:-0.01166 fps:1454 +frame:6.63e+06 wall_t:4561 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 11:40:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.97 total_reward_ma:-6.16 loss:-0.01225 fps:1454 +frame:6.64e+06 wall_t:4566 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 11:40:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.91 total_reward_ma:-6.14 loss:-0.01361 fps:1454 +frame:6.65e+06 wall_t:4573 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 11:40:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.88 total_reward_ma:-6.11 loss:-0.01171 fps:1454 +frame:6.66e+06 wall_t:4579 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 11:40:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.92 total_reward_ma:-6.09 loss:-0.01152 fps:1454 +frame:6.67e+06 wall_t:4586 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 11:40:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.86 total_reward_ma:-6.07 loss:-0.009637 fps:1455 +frame:6.68e+06 wall_t:4592 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 11:40:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.83 total_reward_ma:-6.05 loss:-0.01092 fps:1455 +frame:6.69e+06 wall_t:4599 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:40:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.86 total_reward_ma:-6.03 loss:-0.01126 fps:1455 +frame:6.70e+06 wall_t:4605 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 11:41:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-6.01 loss:-0.008517 fps:1455 +frame:6.71e+06 wall_t:4611 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:41:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-5.04 total_reward_ma:-5.99 loss:-0.01355 fps:1455 +frame:6.72e+06 wall_t:4617 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 11:41:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.94 total_reward_ma:-5.97 loss:-0.01055 fps:1456 +frame:6.73e+06 wall_t:4623 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 11:41:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.88 total_reward_ma:-5.95 loss:-0.01124 fps:1456 +frame:6.74e+06 wall_t:4630 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:41:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.91 total_reward_ma:-5.94 loss:-0.01085 fps:1456 +frame:6.75e+06 wall_t:4635 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:41:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.89 total_reward_ma:-5.92 loss:-0.01044 fps:1456 +frame:6.76e+06 wall_t:4642 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 11:41:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.89 total_reward_ma:-5.90 loss:-0.0117 fps:1457 +frame:6.77e+06 wall_t:4648 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 11:41:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-5.88 loss:-0.01184 fps:1456 +frame:6.78e+06 wall_t:4655 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 11:41:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.87 total_reward_ma:-5.87 loss:-0.01362 fps:1456 +frame:6.79e+06 wall_t:4662 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:42:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-5.85 loss:-0.008382 fps:1456 +frame:6.80e+06 wall_t:4669 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 11:42:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-5.83 loss:-0.0107 fps:1456 +frame:6.81e+06 wall_t:4677 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:42:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.90 total_reward_ma:-5.81 loss:-0.009821 fps:1456 +frame:6.82e+06 wall_t:4684 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 11:42:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.97 total_reward_ma:-5.80 loss:-0.01237 fps:1456 +frame:6.83e+06 wall_t:4690 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 11:42:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.97 total_reward_ma:-5.78 loss:-0.0132 fps:1456 +frame:6.84e+06 wall_t:4697 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 11:42:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.97 total_reward_ma:-5.76 loss:-0.01228 fps:1456 +frame:6.85e+06 wall_t:4704 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:42:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.97 total_reward_ma:-5.75 loss:-0.009712 fps:1456 +frame:6.86e+06 wall_t:4710 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 11:42:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.95 total_reward_ma:-5.73 loss:-0.01063 fps:1456 +frame:6.87e+06 wall_t:4717 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 11:42:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.96 total_reward_ma:-5.71 loss:-0.01186 fps:1456 +frame:6.88e+06 wall_t:4724 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 11:43:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.98 total_reward_ma:-5.70 loss:-0.0125 fps:1457 +frame:6.89e+06 wall_t:4730 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 11:43:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.95 total_reward_ma:-5.68 loss:-0.01036 fps:1457 +frame:6.90e+06 wall_t:4737 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 11:43:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-5.66 loss:-0.01141 fps:1457 +frame:6.91e+06 wall_t:4744 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 11:43:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-5.64 loss:-0.01204 fps:1457 +frame:6.92e+06 wall_t:4750 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 11:43:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.79 total_reward_ma:-5.63 loss:-0.008744 fps:1457 +frame:6.93e+06 wall_t:4757 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 11:43:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.88 total_reward_ma:-5.61 loss:-0.01124 fps:1457 +frame:6.94e+06 wall_t:4764 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 11:43:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.94 total_reward_ma:-5.59 loss:-0.01275 fps:1457 +frame:6.95e+06 wall_t:4770 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 11:43:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.80 total_reward_ma:-5.58 loss:-0.01286 fps:1457 +frame:6.96e+06 wall_t:4776 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 11:43:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.76 total_reward_ma:-5.56 loss:-0.01307 fps:1457 +frame:6.97e+06 wall_t:4783 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 11:44:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.74 total_reward_ma:-5.54 loss:-0.0116 fps:1458 +frame:6.98e+06 wall_t:4789 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 11:44:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.69 total_reward_ma:-5.52 loss:-0.01105 fps:1457 +frame:6.99e+06 wall_t:4796 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:44:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.73 total_reward_ma:-5.51 loss:-0.01006 fps:1458 +frame:7.00e+06 wall_t:4802 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 11:44:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.81 total_reward_ma:-5.49 loss:-0.01152 fps:1458 +frame:7.01e+06 wall_t:4809 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 11:44:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.80 total_reward_ma:-5.47 loss:-0.01317 fps:1458 +frame:7.02e+06 wall_t:4816 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 11:44:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.78 total_reward_ma:-5.46 loss:-0.01222 fps:1458 +frame:7.03e+06 wall_t:4822 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 11:44:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.71 total_reward_ma:-5.44 loss:-0.01005 fps:1458 +frame:7.04e+06 wall_t:4829 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 11:44:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.66 total_reward_ma:-5.42 loss:-0.01452 fps:1458 +frame:7.05e+06 wall_t:4835 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 11:44:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.71 total_reward_ma:-5.40 loss:-0.01129 fps:1458 +frame:7.06e+06 wall_t:4841 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 11:44:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.76 total_reward_ma:-5.39 loss:-0.009845 fps:1458 +frame:7.07e+06 wall_t:4848 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 11:45:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.79 total_reward_ma:-5.37 loss:-0.01249 fps:1459 +frame:7.08e+06 wall_t:4854 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.162 +2026-01-07 11:45:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.75 total_reward_ma:-5.35 loss:-0.01086 fps:1459 +frame:7.09e+06 wall_t:4860 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 11:45:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.74 total_reward_ma:-5.33 loss:-0.01185 fps:1459 +frame:7.10e+06 wall_t:4866 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 11:45:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.79 total_reward_ma:-5.31 loss:-0.01223 fps:1459 +frame:7.11e+06 wall_t:4873 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 11:45:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.82 total_reward_ma:-5.30 loss:-0.01095 fps:1459 +frame:7.12e+06 wall_t:4880 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 11:45:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-5.28 loss:-0.01068 fps:1459 +frame:7.13e+06 wall_t:4887 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 11:45:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.85 total_reward_ma:-5.26 loss:-0.00979 fps:1459 +frame:7.14e+06 wall_t:4894 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 11:45:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.77 total_reward_ma:-5.24 loss:-0.00952 fps:1459 +frame:7.15e+06 wall_t:4901 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 11:45:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.77 total_reward_ma:-5.22 loss:-0.009683 fps:1459 +frame:7.16e+06 wall_t:4907 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 11:46:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.74 total_reward_ma:-5.20 loss:-0.01008 fps:1459 +frame:7.17e+06 wall_t:4913 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 11:46:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.75 total_reward_ma:-5.18 loss:-0.01234 fps:1460 +frame:7.18e+06 wall_t:4919 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 11:46:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.65 total_reward_ma:-5.17 loss:-0.01522 fps:1460 +frame:7.19e+06 wall_t:4926 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:46:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.73 total_reward_ma:-5.15 loss:-0.008322 fps:1460 +frame:7.20e+06 wall_t:4933 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.9908 +2026-01-07 11:46:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.78 total_reward_ma:-5.13 loss:-0.01123 fps:1460 +frame:7.21e+06 wall_t:4939 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 11:46:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.78 total_reward_ma:-5.12 loss:-0.009954 fps:1460 +frame:7.22e+06 wall_t:4946 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:46:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.71 total_reward_ma:-5.10 loss:-0.01021 fps:1460 +frame:7.23e+06 wall_t:4953 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 11:46:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.56 total_reward_ma:-5.09 loss:-0.01312 fps:1460 +frame:7.24e+06 wall_t:4960 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 11:46:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.52 total_reward_ma:-5.07 loss:-0.01169 fps:1460 +frame:7.25e+06 wall_t:4967 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 11:47:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.49 total_reward_ma:-5.05 loss:-0.01138 fps:1460 +frame:7.26e+06 wall_t:4973 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 11:47:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.45 total_reward_ma:-5.03 loss:-0.01357 fps:1460 +frame:7.27e+06 wall_t:4978 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 11:47:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.33 total_reward_ma:-5.02 loss:-0.01112 fps:1460 +frame:7.28e+06 wall_t:4985 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 11:47:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.22 total_reward_ma:-5.00 loss:-0.01137 fps:1461 +frame:7.29e+06 wall_t:4991 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 11:47:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.24 total_reward_ma:-4.98 loss:-0.01163 fps:1461 +frame:7.30e+06 wall_t:4998 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 11:47:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.04 total_reward_ma:-4.96 loss:-0.007892 fps:1461 +frame:7.31e+06 wall_t:5005 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 11:47:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-4.04 total_reward_ma:-4.95 loss:-0.01073 fps:1461 +frame:7.32e+06 wall_t:5010 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 11:47:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.97 total_reward_ma:-4.93 loss:-0.00904 fps:1461 +frame:7.33e+06 wall_t:5017 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:47:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.97 total_reward_ma:-4.91 loss:-0.01013 fps:1461 +frame:7.34e+06 wall_t:5023 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 11:48:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.95 total_reward_ma:-4.89 loss:-0.01272 fps:1462 +frame:7.35e+06 wall_t:5029 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 11:48:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.89 total_reward_ma:-4.87 loss:-0.01089 fps:1462 +frame:7.36e+06 wall_t:5035 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 11:48:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.93 total_reward_ma:-4.85 loss:-0.008284 fps:1462 +frame:7.37e+06 wall_t:5041 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 11:48:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.93 total_reward_ma:-4.83 loss:-0.01019 fps:1462 +frame:7.38e+06 wall_t:5048 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 11:48:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.98 total_reward_ma:-4.82 loss:-0.01065 fps:1462 +frame:7.39e+06 wall_t:5055 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 11:48:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.98 total_reward_ma:-4.80 loss:-0.01011 fps:1462 +frame:7.40e+06 wall_t:5061 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 11:48:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.90 total_reward_ma:-4.79 loss:-0.0118 fps:1462 +frame:7.41e+06 wall_t:5068 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 11:48:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.88 total_reward_ma:-4.77 loss:-0.01419 fps:1462 +frame:7.42e+06 wall_t:5074 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 11:48:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.91 total_reward_ma:-4.75 loss:-0.01152 fps:1463 +frame:7.43e+06 wall_t:5080 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 11:48:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.98 total_reward_ma:-4.74 loss:-0.009389 fps:1463 +frame:7.44e+06 wall_t:5087 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 11:49:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.87 total_reward_ma:-4.72 loss:-0.01181 fps:1463 +frame:7.45e+06 wall_t:5093 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 11:49:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.73 total_reward_ma:-4.70 loss:-0.008949 fps:1463 +frame:7.46e+06 wall_t:5099 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 11:49:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.70 total_reward_ma:-4.69 loss:-0.008931 fps:1463 +frame:7.47e+06 wall_t:5106 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 11:49:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.71 total_reward_ma:-4.67 loss:-0.01032 fps:1463 +frame:7.48e+06 wall_t:5112 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 11:49:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.76 total_reward_ma:-4.65 loss:-0.008199 fps:1463 +frame:7.49e+06 wall_t:5118 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 11:49:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.76 total_reward_ma:-4.64 loss:-0.01271 fps:1464 +frame:7.50e+06 wall_t:5124 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 11:49:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.76 total_reward_ma:-4.62 loss:-0.009274 fps:1464 +frame:7.51e+06 wall_t:5130 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 11:49:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.76 total_reward_ma:-4.61 loss:-0.01444 fps:1464 +frame:7.52e+06 wall_t:5137 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 11:49:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.72 total_reward_ma:-4.59 loss:-0.00892 fps:1464 +frame:7.53e+06 wall_t:5144 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 11:50:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.39 total_reward_ma:-4.58 loss:-0.01345 fps:1464 +frame:7.54e+06 wall_t:5150 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 11:50:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.33 total_reward_ma:-4.56 loss:-0.01092 fps:1464 +frame:7.55e+06 wall_t:5157 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 11:50:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.33 total_reward_ma:-4.54 loss:-0.007599 fps:1464 +frame:7.56e+06 wall_t:5163 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 11:50:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.33 total_reward_ma:-4.53 loss:-0.01095 fps:1464 +frame:7.57e+06 wall_t:5169 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.059 +2026-01-07 11:50:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.29 total_reward_ma:-4.51 loss:-0.01043 fps:1465 +frame:7.58e+06 wall_t:5175 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 11:50:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.29 total_reward_ma:-4.50 loss:-0.01058 fps:1465 +frame:7.59e+06 wall_t:5181 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 11:50:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.23 total_reward_ma:-4.48 loss:-0.01396 fps:1465 +frame:7.60e+06 wall_t:5187 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 11:50:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.21 total_reward_ma:-4.46 loss:-0.008333 fps:1465 +frame:7.61e+06 wall_t:5193 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 11:50:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.21 total_reward_ma:-4.45 loss:-0.01039 fps:1465 +frame:7.62e+06 wall_t:5200 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 11:50:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.10 total_reward_ma:-4.43 loss:-0.008284 fps:1466 +frame:7.63e+06 wall_t:5206 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 11:51:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.00 total_reward_ma:-4.41 loss:-0.01114 fps:1466 +frame:7.64e+06 wall_t:5212 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 11:51:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.00 total_reward_ma:-4.39 loss:-0.00994 fps:1466 +frame:7.65e+06 wall_t:5219 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 11:51:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.04 total_reward_ma:-4.37 loss:-0.01167 fps:1466 +frame:7.66e+06 wall_t:5225 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.9881 +2026-01-07 11:51:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.04 total_reward_ma:-4.35 loss:-0.009997 fps:1466 +frame:7.67e+06 wall_t:5231 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 11:51:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.04 total_reward_ma:-4.33 loss:-0.01072 fps:1467 +frame:7.68e+06 wall_t:5235 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 11:51:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-3.00 total_reward_ma:-4.32 loss:-0.009787 fps:1468 +frame:7.69e+06 wall_t:5240 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 11:51:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.99 total_reward_ma:-4.30 loss:-0.01158 fps:1468 +frame:7.70e+06 wall_t:5245 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 11:51:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.99 total_reward_ma:-4.28 loss:-0.0106 fps:1468 +frame:7.71e+06 wall_t:5251 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 11:51:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.83 total_reward_ma:-4.26 loss:-0.008198 fps:1469 +frame:7.72e+06 wall_t:5256 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 11:51:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.83 total_reward_ma:-4.24 loss:-0.009926 fps:1469 +frame:7.73e+06 wall_t:5261 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 11:51:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.85 total_reward_ma:-4.22 loss:-0.0117 fps:1470 +frame:7.74e+06 wall_t:5266 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 11:52:03 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.71 total_reward_ma:-4.19 loss:-0.01107 fps:1470 +frame:7.75e+06 wall_t:5272 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 11:52:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.75 total_reward_ma:-4.17 loss:-0.01091 fps:1471 +frame:7.76e+06 wall_t:5277 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 11:52:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.74 total_reward_ma:-4.15 loss:-0.01008 fps:1471 +frame:7.77e+06 wall_t:5282 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.9849 +2026-01-07 11:52:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.74 total_reward_ma:-4.13 loss:-0.01345 fps:1471 +frame:7.78e+06 wall_t:5288 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 11:52:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.75 total_reward_ma:-4.11 loss:-0.006576 fps:1472 +frame:7.79e+06 wall_t:5293 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 11:52:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.85 total_reward_ma:-4.09 loss:-0.01182 fps:1472 +frame:7.80e+06 wall_t:5299 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 11:52:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.90 total_reward_ma:-4.07 loss:-0.009841 fps:1472 +frame:7.81e+06 wall_t:5304 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 11:52:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.84 total_reward_ma:-4.05 loss:-0.009526 fps:1473 +frame:7.82e+06 wall_t:5309 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 11:52:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.70 total_reward_ma:-4.03 loss:-0.0122 fps:1473 +frame:7.83e+06 wall_t:5314 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 11:52:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.67 total_reward_ma:-4.00 loss:-0.01114 fps:1474 +frame:7.84e+06 wall_t:5320 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 11:52:56 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.69 total_reward_ma:-3.98 loss:-0.01128 fps:1474 +frame:7.85e+06 wall_t:5325 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 11:53:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.78 total_reward_ma:-3.96 loss:-0.01191 fps:1475 +frame:7.86e+06 wall_t:5330 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 11:53:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.69 total_reward_ma:-3.93 loss:-0.01189 fps:1475 +frame:7.87e+06 wall_t:5335 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 11:53:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.73 total_reward_ma:-3.91 loss:-0.009195 fps:1476 +frame:7.88e+06 wall_t:5340 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 11:53:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.62 total_reward_ma:-3.89 loss:-0.0096 fps:1476 +frame:7.89e+06 wall_t:5346 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 11:53:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.75 total_reward_ma:-3.87 loss:-0.009698 fps:1476 +frame:7.90e+06 wall_t:5352 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.9989 +2026-01-07 11:53:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.75 total_reward_ma:-3.85 loss:-0.01074 fps:1476 +frame:7.91e+06 wall_t:5359 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.9924 +2026-01-07 11:53:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.60 total_reward_ma:-3.82 loss:-0.01061 fps:1476 +frame:7.92e+06 wall_t:5365 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 11:53:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.80 total_reward_ma:-3.80 loss:-0.01111 fps:1476 +frame:7.93e+06 wall_t:5372 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 11:53:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.80 total_reward_ma:-3.78 loss:-0.01227 fps:1476 +frame:7.94e+06 wall_t:5378 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 11:53:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.87 total_reward_ma:-3.76 loss:-0.01153 fps:1477 +frame:7.95e+06 wall_t:5384 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 11:54:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.82 total_reward_ma:-3.74 loss:-0.01064 fps:1477 +frame:7.96e+06 wall_t:5390 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 11:54:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.84 total_reward_ma:-3.72 loss:-0.01165 fps:1477 +frame:7.97e+06 wall_t:5396 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 11:54:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.62 total_reward_ma:-3.70 loss:-0.01047 fps:1477 +frame:7.98e+06 wall_t:5403 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 11:54:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.62 total_reward_ma:-3.68 loss:-0.01135 fps:1477 +frame:7.99e+06 wall_t:5409 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 11:54:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.69 total_reward_ma:-3.66 loss:-0.01128 fps:1477 +frame:8.00e+06 wall_t:5416 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1 +2026-01-07 11:54:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.69 total_reward_ma:-3.64 loss:-0.01116 fps:1477 +frame:8.01e+06 wall_t:5422 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 11:54:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.69 total_reward_ma:-3.62 loss:-0.01015 fps:1477 +frame:8.02e+06 wall_t:5429 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 11:54:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.64 total_reward_ma:-3.60 loss:-0.01348 fps:1477 +frame:8.03e+06 wall_t:5435 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 11:54:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.60 total_reward_ma:-3.58 loss:-0.01144 fps:1478 +frame:8.04e+06 wall_t:5441 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.9749 +2026-01-07 11:54:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.83 total_reward_ma:-3.56 loss:-0.009554 fps:1478 +frame:8.05e+06 wall_t:5448 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 11:55:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.68 total_reward_ma:-3.54 loss:-0.008811 fps:1478 +frame:8.06e+06 wall_t:5455 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.9858 +2026-01-07 11:55:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.51 total_reward_ma:-3.51 loss:-0.01043 fps:1478 +frame:8.07e+06 wall_t:5461 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 11:55:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.55 total_reward_ma:-3.49 loss:-0.01023 fps:1478 +frame:8.08e+06 wall_t:5467 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.9695 +2026-01-07 11:55:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.49 total_reward_ma:-3.47 loss:-0.008286 fps:1478 +frame:8.09e+06 wall_t:5473 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 11:55:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.49 total_reward_ma:-3.45 loss:-0.01121 fps:1478 +frame:8.10e+06 wall_t:5480 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 11:55:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.41 total_reward_ma:-3.42 loss:-0.006935 fps:1479 +frame:8.11e+06 wall_t:5485 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 11:55:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.19 total_reward_ma:-3.40 loss:-0.008477 fps:1479 +frame:8.12e+06 wall_t:5492 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 11:55:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.10 total_reward_ma:-3.37 loss:-0.008279 fps:1479 +frame:8.13e+06 wall_t:5498 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 11:55:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.05 total_reward_ma:-3.34 loss:-0.0109 fps:1479 +frame:8.14e+06 wall_t:5504 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 11:56:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.05 total_reward_ma:-3.31 loss:-0.01097 fps:1479 +frame:8.15e+06 wall_t:5509 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.99 +2026-01-07 11:56:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.11 total_reward_ma:-3.29 loss:-0.01065 fps:1480 +frame:8.16e+06 wall_t:5515 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 11:56:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.08 total_reward_ma:-3.26 loss:-0.008714 fps:1480 +frame:8.17e+06 wall_t:5520 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 11:56:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.01 total_reward_ma:-3.23 loss:-0.01069 fps:1481 +frame:8.18e+06 wall_t:5525 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 11:56:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-2.01 total_reward_ma:-3.21 loss:-0.008883 fps:1481 +frame:8.19e+06 wall_t:5531 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 11:56:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.88 total_reward_ma:-3.18 loss:-0.01061 fps:1481 +frame:8.20e+06 wall_t:5536 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 11:56:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.75 total_reward_ma:-3.15 loss:-0.00961 fps:1481 +frame:8.21e+06 wall_t:5542 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.9969 +2026-01-07 11:56:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.77 total_reward_ma:-3.12 loss:-0.01141 fps:1481 +frame:8.22e+06 wall_t:5549 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 11:56:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.75 total_reward_ma:-3.09 loss:-0.009613 fps:1482 +frame:8.23e+06 wall_t:5555 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 11:56:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.75 total_reward_ma:-3.06 loss:-0.01031 fps:1481 +frame:8.24e+06 wall_t:5562 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 11:57:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.63 total_reward_ma:-3.03 loss:-0.009402 fps:1481 +frame:8.25e+06 wall_t:5569 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 11:57:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.63 total_reward_ma:-3.00 loss:-0.007836 fps:1481 +frame:8.26e+06 wall_t:5576 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 11:57:14 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.58 total_reward_ma:-2.97 loss:-0.009652 fps:1481 +frame:8.27e+06 wall_t:5583 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.9538 +2026-01-07 11:57:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.55 total_reward_ma:-2.95 loss:-0.009875 fps:1481 +frame:8.28e+06 wall_t:5589 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.96 +2026-01-07 11:57:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.34 total_reward_ma:-2.92 loss:-0.01082 fps:1481 +frame:8.29e+06 wall_t:5596 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.9935 +2026-01-07 11:57:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.25 total_reward_ma:-2.89 loss:-0.009512 fps:1481 +frame:8.30e+06 wall_t:5603 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.9648 +2026-01-07 11:57:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.16 total_reward_ma:-2.86 loss:-0.009679 fps:1481 +frame:8.31e+06 wall_t:5610 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.9966 +2026-01-07 11:57:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.02 total_reward_ma:-2.83 loss:-0.007478 fps:1481 +frame:8.32e+06 wall_t:5616 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.9322 +2026-01-07 11:57:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.02 total_reward_ma:-2.80 loss:-0.01084 fps:1481 +frame:8.33e+06 wall_t:5623 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.9807 +2026-01-07 11:58:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-1.02 total_reward_ma:-2.77 loss:-0.01082 fps:1481 +frame:8.34e+06 wall_t:5630 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.9086 +2026-01-07 11:58:08 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.88 total_reward_ma:-2.74 loss:-0.009928 fps:1481 +frame:8.35e+06 wall_t:5637 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.9883 +2026-01-07 11:58:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.91 total_reward_ma:-2.71 loss:-0.01134 fps:1481 +frame:8.36e+06 wall_t:5644 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.9696 +2026-01-07 11:58:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.91 total_reward_ma:-2.68 loss:-0.009395 fps:1481 +frame:8.37e+06 wall_t:5650 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 11:58:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.82 total_reward_ma:-2.65 loss:-0.00958 fps:1482 +frame:8.38e+06 wall_t:5656 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 11:58:34 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.62 total_reward_ma:-2.61 loss:-0.01065 fps:1482 +frame:8.39e+06 wall_t:5663 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 11:58:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.55 total_reward_ma:-2.58 loss:-0.01166 fps:1481 +frame:8.40e+06 wall_t:5670 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.9505 +2026-01-07 11:58:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.49 total_reward_ma:-2.55 loss:-0.008113 fps:1482 +frame:8.41e+06 wall_t:5676 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.969 +2026-01-07 11:58:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.49 total_reward_ma:-2.51 loss:-0.0114 fps:1482 +frame:8.42e+06 wall_t:5683 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.011 +2026-01-07 11:59:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.38 total_reward_ma:-2.48 loss:-0.01062 fps:1482 +frame:8.43e+06 wall_t:5689 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.9507 +2026-01-07 11:59:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.37 total_reward_ma:-2.44 loss:-0.01118 fps:1482 +frame:8.44e+06 wall_t:5696 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.9071 +2026-01-07 11:59:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.37 total_reward_ma:-2.41 loss:-0.008594 fps:1482 +frame:8.45e+06 wall_t:5701 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.9756 +2026-01-07 11:59:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:-0.24 total_reward_ma:-2.37 loss:-0.007264 fps:1482 +frame:8.46e+06 wall_t:5708 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.9802 +2026-01-07 11:59:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.02 total_reward_ma:-2.33 loss:-0.0107 fps:1482 +frame:8.47e+06 wall_t:5714 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.9819 +2026-01-07 11:59:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.39 total_reward_ma:-2.29 loss:-0.009694 fps:1482 +frame:8.48e+06 wall_t:5721 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 11:59:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.42 total_reward_ma:-2.25 loss:-0.009198 fps:1482 +frame:8.49e+06 wall_t:5728 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 11:59:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.46 total_reward_ma:-2.21 loss:-0.007825 fps:1482 +frame:8.50e+06 wall_t:5735 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.9327 +2026-01-07 11:59:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.37 total_reward_ma:-2.17 loss:-0.009902 fps:1482 +frame:8.51e+06 wall_t:5742 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.9948 +2026-01-07 12:00:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.48 total_reward_ma:-2.13 loss:-0.009092 fps:1482 +frame:8.52e+06 wall_t:5749 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.9438 +2026-01-07 12:00:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.48 total_reward_ma:-2.08 loss:-0.008494 fps:1482 +frame:8.53e+06 wall_t:5756 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.9347 +2026-01-07 12:00:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.60 total_reward_ma:-2.04 loss:-0.009997 fps:1482 +frame:8.54e+06 wall_t:5762 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.953 +2026-01-07 12:00:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.67 total_reward_ma:-2.00 loss:-0.01136 fps:1482 +frame:8.55e+06 wall_t:5768 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.9906 +2026-01-07 12:00:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.75 total_reward_ma:-1.96 loss:-0.01035 fps:1482 +frame:8.56e+06 wall_t:5775 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.9575 +2026-01-07 12:00:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.79 total_reward_ma:-1.92 loss:-0.008696 fps:1482 +frame:8.57e+06 wall_t:5781 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.9881 +2026-01-07 12:00:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.71 total_reward_ma:-1.88 loss:-0.007909 fps:1483 +frame:8.58e+06 wall_t:5787 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 12:00:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.75 total_reward_ma:-1.84 loss:-0.00838 fps:1483 +frame:8.59e+06 wall_t:5793 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 12:00:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.76 total_reward_ma:-1.80 loss:-0.01069 fps:1483 +frame:8.60e+06 wall_t:5799 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 12:00:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.73 total_reward_ma:-1.76 loss:-0.007602 fps:1483 +frame:8.61e+06 wall_t:5806 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 12:01:02 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.76 total_reward_ma:-1.72 loss:-0.009189 fps:1483 +frame:8.62e+06 wall_t:5811 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 12:01:09 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.77 total_reward_ma:-1.68 loss:-0.009656 fps:1483 +frame:8.63e+06 wall_t:5818 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 12:01:15 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.72 total_reward_ma:-1.65 loss:-0.008658 fps:1484 +frame:8.64e+06 wall_t:5824 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.9951 +2026-01-07 12:01:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.66 total_reward_ma:-1.61 loss:-0.0122 fps:1483 +frame:8.65e+06 wall_t:5831 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.9752 +2026-01-07 12:01:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.61 total_reward_ma:-1.57 loss:-0.01063 fps:1483 +frame:8.66e+06 wall_t:5838 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.9476 +2026-01-07 12:01:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.56 total_reward_ma:-1.54 loss:-0.009257 fps:1483 +frame:8.67e+06 wall_t:5845 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.9797 +2026-01-07 12:01:42 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.64 total_reward_ma:-1.50 loss:-0.009717 fps:1483 +frame:8.68e+06 wall_t:5852 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.9576 +2026-01-07 12:01:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.76 total_reward_ma:-1.46 loss:-0.007286 fps:1483 +frame:8.69e+06 wall_t:5858 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 12:01:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.86 total_reward_ma:-1.42 loss:-0.007936 fps:1484 +frame:8.70e+06 wall_t:5864 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.9709 +2026-01-07 12:02:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.85 total_reward_ma:-1.39 loss:-0.009763 fps:1484 +frame:8.71e+06 wall_t:5870 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.9941 +2026-01-07 12:02:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.90 total_reward_ma:-1.35 loss:-0.01033 fps:1484 +frame:8.72e+06 wall_t:5876 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.9895 +2026-01-07 12:02:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.85 total_reward_ma:-1.31 loss:-0.0108 fps:1484 +frame:8.73e+06 wall_t:5882 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.008 +2026-01-07 12:02:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.81 total_reward_ma:-1.27 loss:-0.007202 fps:1484 +frame:8.74e+06 wall_t:5889 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 12:02:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.79 total_reward_ma:-1.24 loss:-0.009263 fps:1484 +frame:8.75e+06 wall_t:5895 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.988 +2026-01-07 12:02:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.75 total_reward_ma:-1.21 loss:-0.01337 fps:1484 +frame:8.76e+06 wall_t:5902 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.9877 +2026-01-07 12:02:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.79 total_reward_ma:-1.17 loss:-0.009364 fps:1484 +frame:8.77e+06 wall_t:5908 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 12:02:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.84 total_reward_ma:-1.13 loss:-0.009663 fps:1485 +frame:8.78e+06 wall_t:5914 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 12:02:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.85 total_reward_ma:-1.10 loss:-0.006615 fps:1485 +frame:8.79e+06 wall_t:5920 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.9837 +2026-01-07 12:02:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.83 total_reward_ma:-1.06 loss:-0.00934 fps:1485 +frame:8.80e+06 wall_t:5926 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.961 +2026-01-07 12:03:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.68 total_reward_ma:-1.03 loss:-0.008906 fps:1485 +frame:8.81e+06 wall_t:5933 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.9832 +2026-01-07 12:03:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.78 total_reward_ma:-0.99 loss:-0.00831 fps:1485 +frame:8.82e+06 wall_t:5939 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.9966 +2026-01-07 12:03:16 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.78 total_reward_ma:-0.95 loss:-0.008887 fps:1485 +frame:8.83e+06 wall_t:5946 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.011 +2026-01-07 12:03:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.81 total_reward_ma:-0.92 loss:-0.009078 fps:1485 +frame:8.84e+06 wall_t:5952 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 12:03:29 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.78 total_reward_ma:-0.88 loss:-0.01038 fps:1485 +frame:8.85e+06 wall_t:5958 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.9925 +2026-01-07 12:03:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.69 total_reward_ma:-0.85 loss:-0.008087 fps:1486 +frame:8.86e+06 wall_t:5964 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.9491 +2026-01-07 12:03:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.69 total_reward_ma:-0.82 loss:-0.01012 fps:1486 +frame:8.87e+06 wall_t:5971 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.043 +2026-01-07 12:03:47 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.70 total_reward_ma:-0.78 loss:-0.01007 fps:1486 +frame:8.88e+06 wall_t:5976 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.008 +2026-01-07 12:03:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.63 total_reward_ma:-0.75 loss:-0.008999 fps:1486 +frame:8.89e+06 wall_t:5982 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 12:04:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.76 total_reward_ma:-0.71 loss:-0.01085 fps:1486 +frame:8.90e+06 wall_t:5989 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 12:04:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.83 total_reward_ma:-0.68 loss:-0.01165 fps:1486 +frame:8.91e+06 wall_t:5996 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 12:04:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.83 total_reward_ma:-0.64 loss:-0.0084 fps:1486 +frame:8.92e+06 wall_t:6001 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 12:04:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.96 total_reward_ma:-0.61 loss:-0.01055 fps:1487 +frame:8.93e+06 wall_t:6006 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.9402 +2026-01-07 12:04:22 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.97 total_reward_ma:-0.57 loss:-0.008541 fps:1487 +frame:8.94e+06 wall_t:6011 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.9729 +2026-01-07 12:04:27 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.79 total_reward_ma:-0.53 loss:-0.008729 fps:1488 +frame:8.95e+06 wall_t:6016 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.9826 +2026-01-07 12:04:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.79 total_reward_ma:-0.50 loss:-0.008595 fps:1488 +frame:8.96e+06 wall_t:6021 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 12:04:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.80 total_reward_ma:-0.46 loss:-0.01032 fps:1489 +frame:8.97e+06 wall_t:6026 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.9673 +2026-01-07 12:04:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.78 total_reward_ma:-0.43 loss:-0.008669 fps:1488 +frame:8.98e+06 wall_t:6033 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.012 +2026-01-07 12:04:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.82 total_reward_ma:-0.39 loss:-0.01111 fps:1489 +frame:8.99e+06 wall_t:6039 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 12:04:57 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.81 total_reward_ma:-0.36 loss:-0.008654 fps:1489 +frame:9.00e+06 wall_t:6046 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.9943 +2026-01-07 12:05:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.75 total_reward_ma:-0.32 loss:-0.008907 fps:1489 +frame:9.01e+06 wall_t:6053 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 12:05:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.69 total_reward_ma:-0.29 loss:-0.01029 fps:1488 +frame:9.02e+06 wall_t:6060 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 12:05:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.69 total_reward_ma:-0.25 loss:-0.008983 fps:1488 +frame:9.03e+06 wall_t:6067 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.006 +2026-01-07 12:05:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.71 total_reward_ma:-0.22 loss:-0.01248 fps:1488 +frame:9.04e+06 wall_t:6074 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.9441 +2026-01-07 12:05:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.87 total_reward_ma:-0.18 loss:-0.01103 fps:1488 +frame:9.05e+06 wall_t:6080 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.901 +2026-01-07 12:05:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.97 total_reward_ma:-0.15 loss:-0.007476 fps:1488 +frame:9.06e+06 wall_t:6087 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.9448 +2026-01-07 12:05:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.97 total_reward_ma:-0.11 loss:-0.01001 fps:1488 +frame:9.07e+06 wall_t:6094 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.9647 +2026-01-07 12:05:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.92 total_reward_ma:-0.08 loss:-0.007193 fps:1488 +frame:9.08e+06 wall_t:6101 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.9456 +2026-01-07 12:05:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.99 total_reward_ma:-0.04 loss:-0.01057 fps:1488 +frame:9.09e+06 wall_t:6107 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.97 +2026-01-07 12:06:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.99 total_reward_ma:-0.01 loss:-0.009799 fps:1489 +frame:9.10e+06 wall_t:6113 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 12:06:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.11 total_reward_ma:0.03 loss:-0.006628 fps:1489 +frame:9.11e+06 wall_t:6120 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 12:06:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.10 total_reward_ma:0.06 loss:-0.008436 fps:1488 +frame:9.12e+06 wall_t:6127 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.9375 +2026-01-07 12:06:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.15 total_reward_ma:0.09 loss:-0.00881 fps:1489 +frame:9.13e+06 wall_t:6133 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1 +2026-01-07 12:06:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.15 total_reward_ma:0.12 loss:-0.006909 fps:1489 +frame:9.14e+06 wall_t:6139 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.9846 +2026-01-07 12:06:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.15 total_reward_ma:0.16 loss:-0.008021 fps:1489 +frame:9.15e+06 wall_t:6145 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.9372 +2026-01-07 12:06:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.18 total_reward_ma:0.19 loss:-0.008004 fps:1489 +frame:9.16e+06 wall_t:6150 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.9037 +2026-01-07 12:06:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.18 total_reward_ma:0.22 loss:-0.00562 fps:1490 +frame:9.17e+06 wall_t:6155 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.9858 +2026-01-07 12:06:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.11 total_reward_ma:0.25 loss:-0.008433 fps:1490 +frame:9.18e+06 wall_t:6161 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.9399 +2026-01-07 12:06:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.11 total_reward_ma:0.28 loss:-0.008441 fps:1490 +frame:9.19e+06 wall_t:6167 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.9751 +2026-01-07 12:07:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.05 total_reward_ma:0.31 loss:-0.009701 fps:1490 +frame:9.20e+06 wall_t:6174 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.9625 +2026-01-07 12:07:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.03 total_reward_ma:0.34 loss:-0.009448 fps:1490 +frame:9.21e+06 wall_t:6180 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 12:07:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.87 total_reward_ma:0.37 loss:-0.009622 fps:1490 +frame:9.22e+06 wall_t:6186 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.9514 +2026-01-07 12:07:23 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.78 total_reward_ma:0.39 loss:-0.01032 fps:1491 +frame:9.23e+06 wall_t:6192 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1 +2026-01-07 12:07:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.80 total_reward_ma:0.42 loss:-0.009099 fps:1491 +frame:9.24e+06 wall_t:6199 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.8999 +2026-01-07 12:07:36 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.86 total_reward_ma:0.44 loss:-0.009447 fps:1491 +frame:9.25e+06 wall_t:6205 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.9139 +2026-01-07 12:07:43 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.90 total_reward_ma:0.47 loss:-0.007804 fps:1491 +frame:9.26e+06 wall_t:6212 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.9647 +2026-01-07 12:07:49 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.93 total_reward_ma:0.49 loss:-0.007183 fps:1491 +frame:9.27e+06 wall_t:6218 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 12:07:55 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.99 total_reward_ma:0.52 loss:-0.009052 fps:1491 +frame:9.28e+06 wall_t:6224 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.9206 +2026-01-07 12:08:01 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.21 total_reward_ma:0.54 loss:-0.00641 fps:1491 +frame:9.29e+06 wall_t:6230 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 12:08:07 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.16 total_reward_ma:0.57 loss:-0.008347 fps:1491 +frame:9.30e+06 wall_t:6236 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.917 +2026-01-07 12:08:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.16 total_reward_ma:0.59 loss:-0.00901 fps:1492 +frame:9.31e+06 wall_t:6242 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.9952 +2026-01-07 12:08:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.09 total_reward_ma:0.61 loss:-0.006915 fps:1491 +frame:9.32e+06 wall_t:6249 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.005 +2026-01-07 12:08:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.05 total_reward_ma:0.63 loss:-0.0097 fps:1491 +frame:9.33e+06 wall_t:6256 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.9311 +2026-01-07 12:08:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.09 total_reward_ma:0.65 loss:-0.00895 fps:1492 +frame:9.34e+06 wall_t:6262 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.8837 +2026-01-07 12:08:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.06 total_reward_ma:0.67 loss:-0.009746 fps:1491 +frame:9.35e+06 wall_t:6269 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.9327 +2026-01-07 12:08:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.95 total_reward_ma:0.69 loss:-0.00687 fps:1491 +frame:9.36e+06 wall_t:6276 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.9601 +2026-01-07 12:08:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.98 total_reward_ma:0.71 loss:-0.007101 fps:1491 +frame:9.37e+06 wall_t:6283 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.9726 +2026-01-07 12:09:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.02 total_reward_ma:0.73 loss:-0.008974 fps:1491 +frame:9.38e+06 wall_t:6289 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.963 +2026-01-07 12:09:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.02 total_reward_ma:0.75 loss:-0.007673 fps:1491 +frame:9.39e+06 wall_t:6296 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 12:09:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.14 total_reward_ma:0.76 loss:-0.007516 fps:1491 +frame:9.40e+06 wall_t:6303 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 12:09:21 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.08 total_reward_ma:0.78 loss:-0.007253 fps:1491 +frame:9.41e+06 wall_t:6310 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.9858 +2026-01-07 12:09:28 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.10 total_reward_ma:0.79 loss:-0.009414 fps:1491 +frame:9.42e+06 wall_t:6317 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.9455 +2026-01-07 12:09:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.13 total_reward_ma:0.81 loss:-0.007392 fps:1491 +frame:9.43e+06 wall_t:6324 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.9124 +2026-01-07 12:09:41 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.00 total_reward_ma:0.82 loss:-0.005281 fps:1491 +frame:9.44e+06 wall_t:6330 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.9413 +2026-01-07 12:09:48 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.98 total_reward_ma:0.84 loss:-0.006075 fps:1491 +frame:9.45e+06 wall_t:6337 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.9302 +2026-01-07 12:09:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.97 total_reward_ma:0.85 loss:-0.009737 fps:1491 +frame:9.46e+06 wall_t:6343 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.9467 +2026-01-07 12:10:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.87 total_reward_ma:0.86 loss:-0.007478 fps:1492 +frame:9.47e+06 wall_t:6349 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9648 +2026-01-07 12:10:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.89 total_reward_ma:0.86 loss:-0.006464 fps:1492 +frame:9.48e+06 wall_t:6355 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.9502 +2026-01-07 12:10:12 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.99 total_reward_ma:0.87 loss:-0.008828 fps:1492 +frame:9.49e+06 wall_t:6362 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.9762 +2026-01-07 12:10:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.22 total_reward_ma:0.88 loss:-0.008424 fps:1492 +frame:9.50e+06 wall_t:6368 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.9698 +2026-01-07 12:10:25 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.07 total_reward_ma:0.88 loss:-0.008062 fps:1492 +frame:9.51e+06 wall_t:6375 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.9607 +2026-01-07 12:10:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.15 total_reward_ma:0.89 loss:-0.008479 fps:1492 +frame:9.52e+06 wall_t:6381 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.9142 +2026-01-07 12:10:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.20 total_reward_ma:0.90 loss:-0.007127 fps:1492 +frame:9.53e+06 wall_t:6387 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.9486 +2026-01-07 12:10:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.23 total_reward_ma:0.90 loss:-0.006058 fps:1492 +frame:9.54e+06 wall_t:6394 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 12:10:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.15 total_reward_ma:0.91 loss:-0.009107 fps:1492 +frame:9.55e+06 wall_t:6401 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.9852 +2026-01-07 12:10:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.04 total_reward_ma:0.91 loss:-0.008756 fps:1492 +frame:9.56e+06 wall_t:6407 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.9282 +2026-01-07 12:11:04 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.09 total_reward_ma:0.91 loss:-0.00742 fps:1492 +frame:9.57e+06 wall_t:6413 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.9695 +2026-01-07 12:11:10 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.05 total_reward_ma:0.92 loss:-0.007246 fps:1492 +frame:9.58e+06 wall_t:6420 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.9322 +2026-01-07 12:11:17 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.85 total_reward_ma:0.92 loss:-0.006997 fps:1492 +frame:9.59e+06 wall_t:6426 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.9745 +2026-01-07 12:11:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.85 total_reward_ma:0.92 loss:-0.006458 fps:1492 +frame:9.60e+06 wall_t:6433 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.9216 +2026-01-07 12:11:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.82 total_reward_ma:0.92 loss:-0.007049 fps:1492 +frame:9.61e+06 wall_t:6439 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.9573 +2026-01-07 12:11:37 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.96 total_reward_ma:0.92 loss:-0.007164 fps:1492 +frame:9.62e+06 wall_t:6446 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.9817 +2026-01-07 12:11:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.88 total_reward_ma:0.92 loss:-0.007257 fps:1492 +frame:9.63e+06 wall_t:6453 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.9369 +2026-01-07 12:11:50 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.71 total_reward_ma:0.92 loss:-0.007118 fps:1492 +frame:9.64e+06 wall_t:6459 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.001 +2026-01-07 12:11:54 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.71 total_reward_ma:0.92 loss:-0.006492 fps:1493 +frame:9.65e+06 wall_t:6463 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.9805 +2026-01-07 12:12:00 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.72 total_reward_ma:0.92 loss:-0.006972 fps:1493 +frame:9.66e+06 wall_t:6469 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.9896 +2026-01-07 12:12:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.88 total_reward_ma:0.93 loss:-0.003459 fps:1493 +frame:9.67e+06 wall_t:6475 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.001 +2026-01-07 12:12:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.88 total_reward_ma:0.93 loss:-0.009348 fps:1493 +frame:9.68e+06 wall_t:6482 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.9757 +2026-01-07 12:12:19 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.87 total_reward_ma:0.93 loss:-0.006145 fps:1493 +frame:9.69e+06 wall_t:6489 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.8984 +2026-01-07 12:12:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.94 total_reward_ma:0.93 loss:-0.007605 fps:1493 +frame:9.70e+06 wall_t:6496 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.9824 +2026-01-07 12:12:33 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.98 total_reward_ma:0.93 loss:-0.006682 fps:1493 +frame:9.71e+06 wall_t:6503 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.9721 +2026-01-07 12:12:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:0.99 total_reward_ma:0.93 loss:-0.006349 fps:1493 +frame:9.72e+06 wall_t:6509 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.9547 +2026-01-07 12:12:46 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.09 total_reward_ma:0.94 loss:-0.00728 fps:1493 +frame:9.73e+06 wall_t:6515 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.9764 +2026-01-07 12:12:53 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.14 total_reward_ma:0.94 loss:-0.005996 fps:1493 +frame:9.74e+06 wall_t:6522 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.001 +2026-01-07 12:12:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.27 total_reward_ma:0.94 loss:-0.004546 fps:1493 +frame:9.75e+06 wall_t:6529 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.8978 +2026-01-07 12:13:06 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.45 total_reward_ma:0.95 loss:-0.007007 fps:1493 +frame:9.76e+06 wall_t:6536 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.9613 +2026-01-07 12:13:13 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.52 total_reward_ma:0.96 loss:-0.005321 fps:1493 +frame:9.77e+06 wall_t:6542 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.002 +2026-01-07 12:13:20 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.40 total_reward_ma:0.96 loss:-0.004065 fps:1493 +frame:9.78e+06 wall_t:6549 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.998 +2026-01-07 12:13:26 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.32 total_reward_ma:0.97 loss:-0.009707 fps:1494 +frame:9.79e+06 wall_t:6555 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.9739 +2026-01-07 12:13:32 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.43 total_reward_ma:0.97 loss:-0.008 fps:1493 +frame:9.80e+06 wall_t:6562 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.9772 +2026-01-07 12:13:39 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.46 total_reward_ma:0.98 loss:-0.005315 fps:1494 +frame:9.81e+06 wall_t:6568 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.008 +2026-01-07 12:13:45 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.38 total_reward_ma:0.99 loss:-0.005226 fps:1494 +frame:9.82e+06 wall_t:6574 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.9692 +2026-01-07 12:13:52 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.45 total_reward_ma:1.00 loss:-0.005247 fps:1494 +frame:9.83e+06 wall_t:6581 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.9909 +2026-01-07 12:13:59 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.38 total_reward_ma:1.00 loss:-0.008449 fps:1494 +frame:9.84e+06 wall_t:6588 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.99 +2026-01-07 12:14:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.47 total_reward_ma:1.01 loss:-0.006648 fps:1494 +frame:9.85e+06 wall_t:6594 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.9337 +2026-01-07 12:14:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.38 total_reward_ma:1.01 loss:-0.004793 fps:1494 +frame:9.86e+06 wall_t:6601 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.9104 +2026-01-07 12:14:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.43 total_reward_ma:1.02 loss:-0.0067 fps:1494 +frame:9.87e+06 wall_t:6607 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.9301 +2026-01-07 12:14:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.41 total_reward_ma:1.03 loss:-0.005618 fps:1494 +frame:9.88e+06 wall_t:6613 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.9932 +2026-01-07 12:14:31 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.47 total_reward_ma:1.04 loss:-0.007144 fps:1494 +frame:9.89e+06 wall_t:6620 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.9968 +2026-01-07 12:14:38 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.50 total_reward_ma:1.05 loss:-0.006092 fps:1494 +frame:9.90e+06 wall_t:6627 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.9787 +2026-01-07 12:14:44 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.69 total_reward_ma:1.05 loss:-0.003312 fps:1494 +frame:9.91e+06 wall_t:6633 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.9154 +2026-01-07 12:14:51 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.79 total_reward_ma:1.06 loss:-0.005851 fps:1494 +frame:9.92e+06 wall_t:6640 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.9464 +2026-01-07 12:14:58 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.78 total_reward_ma:1.07 loss:-0.005821 fps:1494 +frame:9.93e+06 wall_t:6647 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.9985 +2026-01-07 12:15:05 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.78 total_reward_ma:1.08 loss:-0.005461 fps:1494 +frame:9.94e+06 wall_t:6654 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.9642 +2026-01-07 12:15:11 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.71 total_reward_ma:1.09 loss:-0.007444 fps:1494 +frame:9.95e+06 wall_t:6660 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.983 +2026-01-07 12:15:18 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.81 total_reward_ma:1.10 loss:-0.004486 fps:1494 +frame:9.96e+06 wall_t:6667 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.9058 +2026-01-07 12:15:24 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.77 total_reward_ma:1.11 loss:-0.005636 fps:1494 +frame:9.97e+06 wall_t:6673 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.9686 +2026-01-07 12:15:30 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.81 total_reward_ma:1.12 loss:-0.006831 fps:1494 +frame:9.98e+06 wall_t:6679 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.9445 +2026-01-07 12:15:35 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.75 total_reward_ma:1.13 loss:-0.004696 fps:1494 +frame:9.99e+06 wall_t:6685 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.9557 +2026-01-07 12:15:40 | INFO | PID:1631 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_surround_t0_s3 [train] +total_reward:1.78 total_reward_ma:1.14 loss:-0.005657 fps:1495 +frame:1.00e+07 wall_t:6689 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.9475 +2026-01-07 12:15:40 | INFO | PID:1631 | slm_lab.lib.logger:info 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