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155136.0, + 155296.0, + 155456.0, + 155616.0, + 155776.0, + 155936.0, + 156064.0, + 156224.0 + ] + } +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_demonattack_2026_01_07_111315/info/ppo_atari_lam70_demonattack_t0_trial_metrics_scalar.json b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/info/ppo_atari_lam70_demonattack_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..db9c3353bda292be9d308fba4d26700624ecc9fe --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/info/ppo_atari_lam70_demonattack_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 16558.03125, + "strength": 6785.85595703125, + "max_strength": 19709.033203125, + "final_strength": 19618.033203125, + "sample_efficiency": 1.7448951439291704e-07, + "training_efficiency": 1.115289251174545e-05, + "stability": 0.9972057342529297, + "consistency": 0.85611492395401 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0.log b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..1f774cd003c8791fbf8ab7a66d918bb02bba7131 --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0.log @@ -0,0 +1,5 @@ +2026-01-07 13:52:03 | INFO | PID:1214 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:16558.03 | strength:6786 | max_strength:1.971e+04 | final_strength:1.962e+04 | sample_efficiency:1.745e-07 | training_efficiency:1.115e-05 | stability:0.9972 | consistency:0.8561 +2026-01-07 13:52:03 | INFO | PID:1214 | slm_lab.lib.logger:info | Trial 0 done +2026-01-07 13:52:03 | INFO | PID:1214 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_demonattack_2026_01_07_111315 +2026-01-07 13:52:03 | INFO | PID:1214 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB +2026-01-07 13:52:03 | INFO | PID:1214 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_demonattack_2026_01_07_111315 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_demonattack_2026_01_07_111315... diff --git a/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s0.log b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..8a9cb3e77416a1f26023a205272e6d65903bd32c --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s0.log @@ -0,0 +1,1794 @@ +2026-01-07 11:13:19 | INFO | PID:1300 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 11:13:30 | INFO | PID:1300 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3080 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-07 11:13:30 | INFO | PID:1300 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.7 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.7 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +net_names: ['net'] +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-05 + foreach: None + fused: None + initial_lr: 0.00025 + lr: 0.00025 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=6, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-07 11:13:40 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:105.00 total_reward_ma:105.00 loss:-0.02258 fps:588.2 +frame:1.00e+04 wall_t:17 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.773 +2026-01-07 11:13:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:141.94 total_reward_ma:123.47 loss:-0.02743 fps:769.2 +frame:2.00e+04 wall_t:26 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.769 +2026-01-07 11:13:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:139.68 total_reward_ma:128.87 loss:-0.03031 fps:833.3 +frame:3.00e+04 wall_t:36 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.755 +2026-01-07 11:14:11 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:133.29 total_reward_ma:129.98 loss:-0.03057 fps:833.3 +frame:4.00e+04 wall_t:48 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.738 +2026-01-07 11:14:21 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:137.00 total_reward_ma:131.38 loss:-0.03325 fps:862.1 +frame:5.00e+04 wall_t:58 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.714 +2026-01-07 11:14:32 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:139.47 total_reward_ma:132.73 loss:-0.0274 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:1.696 +2026-01-07 11:14:42 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:152.06 total_reward_ma:135.49 loss:-0.02792 fps:886.1 +frame:7.00e+04 wall_t:79 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.63 +2026-01-07 11:14:52 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:153.44 total_reward_ma:137.74 loss:-0.02806 fps:898.9 +frame:8.00e+04 wall_t:89 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.559 +2026-01-07 11:15:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:154.10 total_reward_ma:139.55 loss:-0.02794 fps:909.1 +frame:9.00e+04 wall_t:99 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.523 +2026-01-07 11:15:12 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:172.30 total_reward_ma:142.83 loss:-0.02654 fps:917.4 +frame:1.00e+05 wall_t:109 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.491 +2026-01-07 11:15:21 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:175.70 total_reward_ma:145.82 loss:-0.02611 fps:932.2 +frame:1.10e+05 wall_t:118 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.439 +2026-01-07 11:15:32 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:188.05 total_reward_ma:149.34 loss:-0.02598 fps:930.2 +frame:1.20e+05 wall_t:129 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.456 +2026-01-07 11:15:42 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:195.20 total_reward_ma:152.86 loss:-0.02415 fps:935.3 +frame:1.30e+05 wall_t:139 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.364 +2026-01-07 11:15:52 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:204.90 total_reward_ma:156.58 loss:-0.02312 fps:939.6 +frame:1.40e+05 wall_t:149 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.39 +2026-01-07 11:16:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:212.20 total_reward_ma:160.29 loss:-0.02468 fps:943.4 +frame:1.50e+05 wall_t:159 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.391 +2026-01-07 11:16:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:206.45 total_reward_ma:163.17 loss:-0.02501 fps:941.2 +frame:1.60e+05 wall_t:170 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.39 +2026-01-07 11:16:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:213.45 total_reward_ma:166.13 loss:-0.02565 fps:944.4 +frame:1.70e+05 wall_t:180 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.359 +2026-01-07 11:16:32 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:234.55 total_reward_ma:169.93 loss:-0.02508 fps:952.4 +frame:1.80e+05 wall_t:189 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.373 +2026-01-07 11:16:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:243.35 total_reward_ma:173.80 loss:-0.0225 fps:954.8 +frame:1.90e+05 wall_t:199 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.299 +2026-01-07 11:16:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:244.80 total_reward_ma:177.35 loss:-0.02281 fps:956.9 +frame:2.00e+05 wall_t:209 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.366 +2026-01-07 11:17:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:249.70 total_reward_ma:180.79 loss:-0.02486 fps:954.5 +frame:2.10e+05 wall_t:220 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.393 +2026-01-07 11:17:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:254.65 total_reward_ma:184.15 loss:-0.02682 fps:956.5 +frame:2.20e+05 wall_t:230 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.369 +2026-01-07 11:17:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:256.25 total_reward_ma:187.28 loss:-0.0222 fps:958.3 +frame:2.30e+05 wall_t:240 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.339 +2026-01-07 11:17:34 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:260.50 total_reward_ma:190.33 loss:-0.02517 fps:956.2 +frame:2.40e+05 wall_t:251 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.309 +2026-01-07 11:17:44 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:266.20 total_reward_ma:193.37 loss:-0.02442 fps:957.9 +frame:2.50e+05 wall_t:261 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.235 +2026-01-07 11:17:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:279.05 total_reward_ma:196.66 loss:-0.02433 fps:963 +frame:2.60e+05 wall_t:270 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.31 +2026-01-07 11:18:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:295.25 total_reward_ma:200.32 loss:-0.02348 fps:964.3 +frame:2.70e+05 wall_t:280 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.248 +2026-01-07 11:18:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:303.60 total_reward_ma:204.00 loss:-0.02018 fps:965.5 +frame:2.80e+05 wall_t:290 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.322 +2026-01-07 11:18:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:320.25 total_reward_ma:208.01 loss:-0.0267 fps:966.7 +frame:2.90e+05 wall_t:300 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.376 +2026-01-07 11:18:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:314.10 total_reward_ma:211.55 loss:-0.01982 fps:967.7 +frame:3.00e+05 wall_t:310 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.345 +2026-01-07 11:18:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:319.55 total_reward_ma:215.03 loss:-0.02027 fps:968.8 +frame:3.10e+05 wall_t:320 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.339 +2026-01-07 11:18:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:342.90 total_reward_ma:219.03 loss:-0.01794 fps:969.7 +frame:3.20e+05 wall_t:330 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.321 +2026-01-07 11:19:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:357.45 total_reward_ma:223.22 loss:-0.01874 fps:970.6 +frame:3.30e+05 wall_t:340 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.292 +2026-01-07 11:19:14 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:355.15 total_reward_ma:227.10 loss:-0.02188 fps:968.7 +frame:3.40e+05 wall_t:351 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.295 +2026-01-07 11:19:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:362.80 total_reward_ma:230.98 loss:-0.02355 fps:972.2 +frame:3.50e+05 wall_t:360 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.279 +2026-01-07 11:19:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:382.75 total_reward_ma:235.20 loss:-0.02632 fps:973 +frame:3.60e+05 wall_t:370 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.319 +2026-01-07 11:19:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:403.60 total_reward_ma:239.75 loss:-0.02325 fps:973.7 +frame:3.70e+05 wall_t:380 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.265 +2026-01-07 11:19:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:406.10 total_reward_ma:244.13 loss:-0.02247 fps:974.4 +frame:3.80e+05 wall_t:390 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.339 +2026-01-07 11:20:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:443.90 total_reward_ma:249.25 loss:-0.01542 fps:975 +frame:3.90e+05 wall_t:400 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.213 +2026-01-07 11:20:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:444.85 total_reward_ma:254.14 loss:-0.02115 fps:975.6 +frame:4.00e+05 wall_t:410 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.247 +2026-01-07 11:20:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:470.30 total_reward_ma:259.41 loss:-0.02334 fps:976.2 +frame:4.10e+05 wall_t:420 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.303 +2026-01-07 11:20:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:478.80 total_reward_ma:264.63 loss:-0.01741 fps:976.7 +frame:4.20e+05 wall_t:430 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.252 +2026-01-07 11:20:42 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:497.55 total_reward_ma:270.05 loss:-0.02183 fps:979.5 +frame:4.30e+05 wall_t:439 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.242 +2026-01-07 11:20:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:502.20 total_reward_ma:275.33 loss:-0.02642 fps:977.8 +frame:4.40e+05 wall_t:450 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.251 +2026-01-07 11:21:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:505.15 total_reward_ma:280.43 loss:-0.02356 fps:978.3 +frame:4.50e+05 wall_t:460 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.256 +2026-01-07 11:21:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:492.60 total_reward_ma:285.05 loss:-0.02222 fps:978.7 +frame:4.60e+05 wall_t:470 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.293 +2026-01-07 11:21:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:488.90 total_reward_ma:289.38 loss:-0.01759 fps:979.2 +frame:4.70e+05 wall_t:480 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.251 +2026-01-07 11:21:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:495.55 total_reward_ma:293.68 loss:-0.01854 fps:981.6 +frame:4.80e+05 wall_t:489 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.198 +2026-01-07 11:21:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:501.50 total_reward_ma:297.92 loss:-0.02047 fps:980 +frame:4.90e+05 wall_t:500 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.248 +2026-01-07 11:21:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:502.75 total_reward_ma:302.02 loss:-0.02396 fps:980.4 +frame:5.00e+05 wall_t:510 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.234 +2026-01-07 11:22:04 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:495.90 total_reward_ma:305.82 loss:-0.02362 fps:980.8 +frame:5.10e+05 wall_t:520 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.301 +2026-01-07 11:22:12 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:482.80 total_reward_ma:309.22 loss:-0.02166 fps:983 +frame:5.20e+05 wall_t:529 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.171 +2026-01-07 11:22:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:478.55 total_reward_ma:312.42 loss:-0.02093 fps:983.3 +frame:5.30e+05 wall_t:539 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.219 +2026-01-07 11:22:32 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:493.80 total_reward_ma:315.78 loss:-0.02283 fps:983.6 +frame:5.40e+05 wall_t:549 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.237 +2026-01-07 11:22:42 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:511.65 total_reward_ma:319.34 loss:-0.0225 fps:983.9 +frame:5.50e+05 wall_t:559 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.277 +2026-01-07 11:22:52 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:507.40 total_reward_ma:322.70 loss:-0.01424 fps:984.2 +frame:5.60e+05 wall_t:569 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.255 +2026-01-07 11:23:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:521.65 total_reward_ma:326.19 loss:-0.02257 fps:984.5 +frame:5.70e+05 wall_t:579 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.242 +2026-01-07 11:23:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:510.80 total_reward_ma:329.37 loss:-0.01933 fps:983.1 +frame:5.80e+05 wall_t:590 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.215 +2026-01-07 11:23:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:514.50 total_reward_ma:332.51 loss:-0.02163 fps:983.3 +frame:5.90e+05 wall_t:600 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.226 +2026-01-07 11:23:32 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:531.70 total_reward_ma:335.83 loss:-0.0261 fps:985.2 +frame:6.00e+05 wall_t:609 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.186 +2026-01-07 11:23:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:565.10 total_reward_ma:339.59 loss:-0.02254 fps:983.9 +frame:6.10e+05 wall_t:620 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.211 +2026-01-07 11:23:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:570.00 total_reward_ma:343.30 loss:-0.02238 fps:985.7 +frame:6.20e+05 wall_t:629 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.285 +2026-01-07 11:24:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:601.00 total_reward_ma:347.39 loss:-0.01884 fps:984.4 +frame:6.30e+05 wall_t:640 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.289 +2026-01-07 11:24:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:629.75 total_reward_ma:351.80 loss:-0.02272 fps:984.6 +frame:6.40e+05 wall_t:650 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.224 +2026-01-07 11:24:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:671.70 total_reward_ma:356.73 loss:-0.02082 fps:984.8 +frame:6.50e+05 wall_t:660 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.241 +2026-01-07 11:24:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:675.25 total_reward_ma:361.55 loss:-0.02142 fps:985.1 +frame:6.60e+05 wall_t:670 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.199 +2026-01-07 11:24:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:728.55 total_reward_ma:367.03 loss:-0.01987 fps:985.3 +frame:6.70e+05 wall_t:680 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.236 +2026-01-07 11:24:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:723.70 total_reward_ma:372.27 loss:-0.02022 fps:985.5 +frame:6.80e+05 wall_t:690 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.166 +2026-01-07 11:25:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:727.70 total_reward_ma:377.43 loss:-0.01456 fps:987.1 +frame:6.90e+05 wall_t:699 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.142 +2026-01-07 11:25:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:757.90 total_reward_ma:382.86 loss:-0.02077 fps:987.3 +frame:7.00e+05 wall_t:709 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.248 +2026-01-07 11:25:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:747.50 total_reward_ma:388.00 loss:-0.01582 fps:986.1 +frame:7.10e+05 wall_t:720 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.261 +2026-01-07 11:25:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:800.25 total_reward_ma:393.72 loss:-0.02146 fps:986.3 +frame:7.20e+05 wall_t:730 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.2 +2026-01-07 11:25:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:848.10 total_reward_ma:399.95 loss:-0.01789 fps:986.5 +frame:7.30e+05 wall_t:740 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.141 +2026-01-07 11:25:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:851.00 total_reward_ma:406.04 loss:-0.01729 fps:986.7 +frame:7.40e+05 wall_t:750 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.15 +2026-01-07 11:26:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:892.65 total_reward_ma:412.53 loss:-0.02149 fps:986.8 +frame:7.50e+05 wall_t:760 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.179 +2026-01-07 11:26:14 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:893.60 total_reward_ma:418.86 loss:-0.01741 fps:985.7 +frame:7.60e+05 wall_t:771 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.198 +2026-01-07 11:26:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:979.15 total_reward_ma:426.14 loss:-0.02332 fps:987.2 +frame:7.70e+05 wall_t:780 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.19 +2026-01-07 11:26:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:991.65 total_reward_ma:433.39 loss:-0.01941 fps:987.3 +frame:7.80e+05 wall_t:790 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.108 +2026-01-07 11:26:44 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1011.90 total_reward_ma:440.71 loss:-0.01224 fps:986.3 +frame:7.90e+05 wall_t:801 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.118 +2026-01-07 11:26:55 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1037.35 total_reward_ma:448.17 loss:-0.0206 fps:986.4 +frame:8.00e+05 wall_t:811 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.171 +2026-01-07 11:27:05 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1064.15 total_reward_ma:455.77 loss:-0.01588 fps:985.4 +frame:8.10e+05 wall_t:822 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.075 +2026-01-07 11:27:15 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1039.75 total_reward_ma:462.89 loss:-0.01637 fps:985.6 +frame:8.20e+05 wall_t:832 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.114 +2026-01-07 11:27:26 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1055.35 total_reward_ma:470.03 loss:-0.01227 fps:984.6 +frame:8.30e+05 wall_t:843 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.138 +2026-01-07 11:27:37 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1046.85 total_reward_ma:476.90 loss:-0.0147 fps:983.6 +frame:8.40e+05 wall_t:854 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.083 +2026-01-07 11:27:47 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1030.50 total_reward_ma:483.41 loss:-0.01633 fps:983.8 +frame:8.50e+05 wall_t:864 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.082 +2026-01-07 11:27:57 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1022.25 total_reward_ma:489.68 loss:-0.02132 fps:984 +frame:8.60e+05 wall_t:874 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.091 +2026-01-07 11:28:08 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1017.85 total_reward_ma:495.75 loss:-0.01784 fps:983.1 +frame:8.70e+05 wall_t:885 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.13 +2026-01-07 11:28:18 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1008.45 total_reward_ma:501.57 loss:-0.0191 fps:983.2 +frame:8.80e+05 wall_t:895 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.104 +2026-01-07 11:28:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1022.65 total_reward_ma:507.43 loss:-0.01969 fps:982.3 +frame:8.90e+05 wall_t:906 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.186 +2026-01-07 11:28:40 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1023.40 total_reward_ma:513.16 loss:-0.01961 fps:981.5 +frame:9.00e+05 wall_t:917 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.163 +2026-01-07 11:28:51 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:986.10 total_reward_ma:518.36 loss:-0.01882 fps:980.6 +frame:9.10e+05 wall_t:928 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.232 +2026-01-07 11:29:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:971.85 total_reward_ma:523.29 loss:-0.01726 fps:979.8 +frame:9.20e+05 wall_t:939 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.123 +2026-01-07 11:29:12 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1009.70 total_reward_ma:528.52 loss:-0.01602 fps:980 +frame:9.30e+05 wall_t:949 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.162 +2026-01-07 11:29:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:993.60 total_reward_ma:533.47 loss:-0.01842 fps:980.2 +frame:9.40e+05 wall_t:959 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.164 +2026-01-07 11:29:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1034.75 total_reward_ma:538.74 loss:-0.01563 fps:979.4 +frame:9.50e+05 wall_t:970 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.166 +2026-01-07 11:29:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1030.35 total_reward_ma:543.86 loss:-0.0212 fps:979.6 +frame:9.60e+05 wall_t:980 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.131 +2026-01-07 11:29:54 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1063.85 total_reward_ma:549.22 loss:-0.01612 fps:978.8 +frame:9.70e+05 wall_t:991 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.177 +2026-01-07 11:30:04 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1056.75 total_reward_ma:554.40 loss:-0.01355 fps:979 +frame:9.80e+05 wall_t:1001 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.195 +2026-01-07 11:30:15 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1117.80 total_reward_ma:560.09 loss:-0.01734 fps:978.3 +frame:9.90e+05 wall_t:1012 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.139 +2026-01-07 11:30:25 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1110.35 total_reward_ma:565.60 loss:-0.008346 fps:978.5 +frame:1.00e+06 wall_t:1022 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.163 +2026-01-07 11:30:36 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1186.25 total_reward_ma:576.41 loss:-0.01387 fps:978.7 +frame:1.01e+06 wall_t:1032 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.086 +2026-01-07 11:30:46 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1199.25 total_reward_ma:586.98 loss:-0.01391 fps:977.9 +frame:1.02e+06 wall_t:1043 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.097 +2026-01-07 11:30:55 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1203.50 total_reward_ma:597.62 loss:-0.01559 fps:979.1 +frame:1.03e+06 wall_t:1052 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.103 +2026-01-07 11:31:06 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1203.65 total_reward_ma:608.32 loss:-0.01144 fps:978.4 +frame:1.04e+06 wall_t:1063 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.115 +2026-01-07 11:31:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1214.25 total_reward_ma:619.10 loss:-0.01805 fps:978.6 +frame:1.05e+06 wall_t:1073 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.074 +2026-01-07 11:31:27 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1238.80 total_reward_ma:630.09 loss:-0.009899 fps:978.8 +frame:1.06e+06 wall_t:1083 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.082 +2026-01-07 11:31:37 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1248.60 total_reward_ma:641.06 loss:-0.01332 fps:978.1 +frame:1.07e+06 wall_t:1094 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.058 +2026-01-07 11:31:47 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1280.35 total_reward_ma:652.32 loss:-0.009271 fps:978.3 +frame:1.08e+06 wall_t:1104 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.017 +2026-01-07 11:31:57 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1273.55 total_reward_ma:663.52 loss:-0.01457 fps:978.5 +frame:1.09e+06 wall_t:1114 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.006 +2026-01-07 11:32:08 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1262.20 total_reward_ma:674.42 loss:-0.01374 fps:977.8 +frame:1.10e+06 wall_t:1125 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.009 +2026-01-07 11:32:18 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1286.75 total_reward_ma:685.53 loss:-0.01791 fps:978.8 +frame:1.11e+06 wall_t:1134 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.038 +2026-01-07 11:32:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1284.75 total_reward_ma:696.50 loss:-0.01483 fps:978.2 +frame:1.12e+06 wall_t:1145 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.005 +2026-01-07 11:32:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1279.35 total_reward_ma:707.34 loss:-0.01275 fps:977.5 +frame:1.13e+06 wall_t:1156 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.048 +2026-01-07 11:32:50 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1272.95 total_reward_ma:718.02 loss:-0.01323 fps:976.9 +frame:1.14e+06 wall_t:1167 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.037 +2026-01-07 11:33:01 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1279.20 total_reward_ma:728.69 loss:-0.01961 fps:976.2 +frame:1.15e+06 wall_t:1178 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.9993 +2026-01-07 11:33:12 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1259.45 total_reward_ma:739.22 loss:-0.005633 fps:975.6 +frame:1.16e+06 wall_t:1189 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.9376 +2026-01-07 11:33:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1261.45 total_reward_ma:749.70 loss:-0.01536 fps:975 +frame:1.17e+06 wall_t:1200 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.039 +2026-01-07 11:33:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1293.60 total_reward_ma:760.29 loss:-0.01608 fps:975.2 +frame:1.18e+06 wall_t:1210 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1 +2026-01-07 11:33:44 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1295.75 total_reward_ma:770.81 loss:-0.006949 fps:974.6 +frame:1.19e+06 wall_t:1221 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.045 +2026-01-07 11:33:54 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1255.15 total_reward_ma:780.92 loss:-0.01035 fps:974.8 +frame:1.20e+06 wall_t:1231 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.04 +2026-01-07 11:34:05 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1246.05 total_reward_ma:790.88 loss:-0.01516 fps:974.2 +frame:1.21e+06 wall_t:1242 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.068 +2026-01-07 11:34:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1230.15 total_reward_ma:800.63 loss:-0.01269 fps:974.4 +frame:1.22e+06 wall_t:1252 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.064 +2026-01-07 11:34:26 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1285.00 total_reward_ma:810.92 loss:-0.0161 fps:973.9 +frame:1.23e+06 wall_t:1263 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.077 +2026-01-07 11:34:36 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1327.70 total_reward_ma:821.59 loss:-0.01311 fps:974.1 +frame:1.24e+06 wall_t:1273 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1 +2026-01-07 11:34:47 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1405.15 total_reward_ma:832.98 loss:-0.01339 fps:973.5 +frame:1.25e+06 wall_t:1284 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.016 +2026-01-07 11:34:58 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1397.25 total_reward_ma:844.17 loss:-0.01075 fps:973 +frame:1.26e+06 wall_t:1295 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.037 +2026-01-07 11:35:09 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1477.70 total_reward_ma:855.99 loss:-0.01373 fps:972.4 +frame:1.27e+06 wall_t:1306 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.069 +2026-01-07 11:35:20 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1522.30 total_reward_ma:868.18 loss:-0.01546 fps:972.6 +frame:1.28e+06 wall_t:1316 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.024 +2026-01-07 11:35:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1488.20 total_reward_ma:879.86 loss:-0.0104 fps:972.9 +frame:1.29e+06 wall_t:1326 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.073 +2026-01-07 11:35:40 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1538.00 total_reward_ma:892.10 loss:-0.01663 fps:973.1 +frame:1.30e+06 wall_t:1336 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.076 +2026-01-07 11:35:50 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1567.95 total_reward_ma:904.58 loss:-0.007074 fps:972.5 +frame:1.31e+06 wall_t:1347 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.062 +2026-01-07 11:36:00 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1632.60 total_reward_ma:917.48 loss:-0.008897 fps:972.7 +frame:1.32e+06 wall_t:1357 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.046 +2026-01-07 11:36:11 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1642.65 total_reward_ma:930.33 loss:-0.006711 fps:972.2 +frame:1.33e+06 wall_t:1368 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.105 +2026-01-07 11:36:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1620.40 total_reward_ma:942.98 loss:-0.009317 fps:971.7 +frame:1.34e+06 wall_t:1379 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.034 +2026-01-07 11:36:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1637.80 total_reward_ma:955.73 loss:-0.01184 fps:971.2 +frame:1.35e+06 wall_t:1390 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.071 +2026-01-07 11:36:44 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1689.30 total_reward_ma:968.80 loss:-0.0113 fps:970.7 +frame:1.36e+06 wall_t:1401 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.068 +2026-01-07 11:36:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1670.35 total_reward_ma:981.46 loss:-0.007076 fps:971.6 +frame:1.37e+06 wall_t:1410 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.03 +2026-01-07 11:37:04 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1648.55 total_reward_ma:993.89 loss:-0.01076 fps:971.8 +frame:1.38e+06 wall_t:1420 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.145 +2026-01-07 11:37:14 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1653.60 total_reward_ma:1005.98 loss:-0.009307 fps:971.3 +frame:1.39e+06 wall_t:1431 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.092 +2026-01-07 11:37:24 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1686.20 total_reward_ma:1018.40 loss:-0.006816 fps:971.5 +frame:1.40e+06 wall_t:1441 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.085 +2026-01-07 11:37:35 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1711.85 total_reward_ma:1030.81 loss:-0.02287 fps:971.1 +frame:1.41e+06 wall_t:1452 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.111 +2026-01-07 11:37:45 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1703.90 total_reward_ma:1043.07 loss:-0.01417 fps:971.3 +frame:1.42e+06 wall_t:1462 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.146 +2026-01-07 11:37:55 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1694.75 total_reward_ma:1055.04 loss:-0.01734 fps:971.5 +frame:1.43e+06 wall_t:1472 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.171 +2026-01-07 11:38:05 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1720.65 total_reward_ma:1067.22 loss:-0.01703 fps:971.7 +frame:1.44e+06 wall_t:1482 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.178 +2026-01-07 11:38:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1723.05 total_reward_ma:1079.40 loss:-0.01658 fps:971.2 +frame:1.45e+06 wall_t:1493 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.113 +2026-01-07 11:38:25 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1656.25 total_reward_ma:1091.04 loss:-0.009718 fps:972 +frame:1.46e+06 wall_t:1502 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.107 +2026-01-07 11:38:36 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1723.45 total_reward_ma:1103.38 loss:-0.007142 fps:971.6 +frame:1.47e+06 wall_t:1513 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.077 +2026-01-07 11:38:46 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1722.45 total_reward_ma:1115.65 loss:-0.006168 fps:971.8 +frame:1.48e+06 wall_t:1523 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.112 +2026-01-07 11:38:56 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1734.25 total_reward_ma:1127.98 loss:-0.01305 fps:972 +frame:1.49e+06 wall_t:1533 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.152 +2026-01-07 11:39:06 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1706.55 total_reward_ma:1140.02 loss:-0.01953 fps:972.1 +frame:1.50e+06 wall_t:1543 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.135 +2026-01-07 11:39:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1690.15 total_reward_ma:1151.96 loss:-0.01327 fps:972.3 +frame:1.51e+06 wall_t:1553 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.114 +2026-01-07 11:39:26 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1682.55 total_reward_ma:1163.96 loss:-0.006181 fps:972.5 +frame:1.52e+06 wall_t:1563 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.08 +2026-01-07 11:39:36 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1722.90 total_reward_ma:1176.40 loss:-0.007805 fps:972.7 +frame:1.53e+06 wall_t:1573 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.067 +2026-01-07 11:39:45 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1730.05 total_reward_ma:1188.76 loss:-0.009082 fps:973.5 +frame:1.54e+06 wall_t:1582 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.076 +2026-01-07 11:39:55 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1821.65 total_reward_ma:1201.86 loss:-0.01204 fps:973.6 +frame:1.55e+06 wall_t:1592 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.14 +2026-01-07 11:40:06 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1793.80 total_reward_ma:1214.73 loss:-0.01523 fps:973.8 +frame:1.56e+06 wall_t:1602 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.024 +2026-01-07 11:40:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1815.05 total_reward_ma:1227.66 loss:-0.005543 fps:973.3 +frame:1.57e+06 wall_t:1613 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.057 +2026-01-07 11:40:27 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1860.10 total_reward_ma:1241.15 loss:-0.01692 fps:972.9 +frame:1.58e+06 wall_t:1624 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.118 +2026-01-07 11:40:37 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1914.15 total_reward_ma:1255.15 loss:-0.01594 fps:973.1 +frame:1.59e+06 wall_t:1634 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.144 +2026-01-07 11:40:47 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1908.65 total_reward_ma:1268.92 loss:-0.00846 fps:973.2 +frame:1.60e+06 wall_t:1644 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.047 +2026-01-07 11:40:57 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:1956.75 total_reward_ma:1282.84 loss:-0.01478 fps:973.4 +frame:1.61e+06 wall_t:1654 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.097 +2026-01-07 11:41:08 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2070.65 total_reward_ma:1297.84 loss:-0.01455 fps:973 +frame:1.62e+06 wall_t:1665 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.028 +2026-01-07 11:41:17 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2039.45 total_reward_ma:1312.23 loss:-0.014 fps:973.7 +frame:1.63e+06 wall_t:1674 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.028 +2026-01-07 11:41:28 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2021.85 total_reward_ma:1326.15 loss:-0.00861 fps:973.3 +frame:1.64e+06 wall_t:1685 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.04 +2026-01-07 11:41:38 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2064.15 total_reward_ma:1340.07 loss:-0.008363 fps:973.5 +frame:1.65e+06 wall_t:1695 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.101 +2026-01-07 11:41:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2099.60 total_reward_ma:1354.32 loss:-0.01144 fps:973.6 +frame:1.66e+06 wall_t:1705 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.167 +2026-01-07 11:41:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2132.20 total_reward_ma:1368.35 loss:-0.01565 fps:973.2 +frame:1.67e+06 wall_t:1716 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.034 +2026-01-07 11:42:10 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2166.15 total_reward_ma:1382.78 loss:-0.009607 fps:972.8 +frame:1.68e+06 wall_t:1727 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.049 +2026-01-07 11:42:20 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2232.40 total_reward_ma:1397.82 loss:-0.01108 fps:972.9 +frame:1.69e+06 wall_t:1737 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.051 +2026-01-07 11:42:30 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2311.25 total_reward_ma:1413.36 loss:-0.01114 fps:973.1 +frame:1.70e+06 wall_t:1747 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.047 +2026-01-07 11:42:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2390.65 total_reward_ma:1429.79 loss:-0.003444 fps:973.8 +frame:1.71e+06 wall_t:1756 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.022 +2026-01-07 11:42:50 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2385.30 total_reward_ma:1445.64 loss:-0.007412 fps:973.4 +frame:1.72e+06 wall_t:1767 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.107 +2026-01-07 11:43:00 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2380.50 total_reward_ma:1460.96 loss:-0.0163 fps:973.6 +frame:1.73e+06 wall_t:1777 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.02 +2026-01-07 11:43:11 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2390.05 total_reward_ma:1476.35 loss:-0.007459 fps:973.2 +frame:1.74e+06 wall_t:1788 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.083 +2026-01-07 11:43:21 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2398.30 total_reward_ma:1491.41 loss:-0.01481 fps:973.3 +frame:1.75e+06 wall_t:1798 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.056 +2026-01-07 11:43:31 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2406.30 total_reward_ma:1506.54 loss:-0.00377 fps:974 +frame:1.76e+06 wall_t:1807 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.056 +2026-01-07 11:43:41 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2374.05 total_reward_ma:1520.49 loss:-0.01272 fps:973.6 +frame:1.77e+06 wall_t:1818 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.063 +2026-01-07 11:43:51 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2417.55 total_reward_ma:1534.75 loss:-0.01024 fps:973.7 +frame:1.78e+06 wall_t:1828 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.029 +2026-01-07 11:44:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2286.25 total_reward_ma:1547.49 loss:-0.01355 fps:973.4 +frame:1.79e+06 wall_t:1839 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.015 +2026-01-07 11:44:12 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2322.90 total_reward_ma:1560.34 loss:-0.003053 fps:973.5 +frame:1.80e+06 wall_t:1849 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.003 +2026-01-07 11:44:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2343.40 total_reward_ma:1573.14 loss:-0.01842 fps:973.6 +frame:1.81e+06 wall_t:1859 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.016 +2026-01-07 11:44:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2302.70 total_reward_ma:1585.77 loss:-0.008305 fps:973.3 +frame:1.82e+06 wall_t:1870 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.03 +2026-01-07 11:44:42 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2326.55 total_reward_ma:1598.48 loss:-0.007973 fps:973.9 +frame:1.83e+06 wall_t:1879 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.013 +2026-01-07 11:44:52 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2212.55 total_reward_ma:1610.14 loss:-0.005784 fps:974.1 +frame:1.84e+06 wall_t:1889 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.026 +2026-01-07 11:45:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2242.45 total_reward_ma:1622.26 loss:-0.01417 fps:973.7 +frame:1.85e+06 wall_t:1900 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.083 +2026-01-07 11:45:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2234.55 total_reward_ma:1634.38 loss:-0.008713 fps:973.8 +frame:1.86e+06 wall_t:1910 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.9968 +2026-01-07 11:45:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2218.25 total_reward_ma:1646.38 loss:0.004351 fps:974 +frame:1.87e+06 wall_t:1920 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.051 +2026-01-07 11:45:32 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2291.25 total_reward_ma:1659.21 loss:-0.007346 fps:974.6 +frame:1.88e+06 wall_t:1929 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.086 +2026-01-07 11:45:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2226.70 total_reward_ma:1671.25 loss:-0.0117 fps:974.7 +frame:1.89e+06 wall_t:1939 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.088 +2026-01-07 11:45:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2240.15 total_reward_ma:1683.42 loss:-0.007777 fps:974.4 +frame:1.90e+06 wall_t:1950 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.046 +2026-01-07 11:46:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2233.05 total_reward_ma:1695.89 loss:0.0002036 fps:975 +frame:1.91e+06 wall_t:1959 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.084 +2026-01-07 11:46:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2200.00 total_reward_ma:1708.17 loss:-0.01394 fps:974.6 +frame:1.92e+06 wall_t:1970 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.096 +2026-01-07 11:46:24 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2140.60 total_reward_ma:1719.48 loss:-0.005794 fps:974.3 +frame:1.93e+06 wall_t:1981 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.078 +2026-01-07 11:46:34 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2190.00 total_reward_ma:1731.44 loss:0.002274 fps:974.9 +frame:1.94e+06 wall_t:1990 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.12 +2026-01-07 11:46:44 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2165.35 total_reward_ma:1742.75 loss:-0.0247 fps:974.5 +frame:1.95e+06 wall_t:2001 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.038 +2026-01-07 11:46:54 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2197.25 total_reward_ma:1754.42 loss:-0.01109 fps:974.6 +frame:1.96e+06 wall_t:2011 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.056 +2026-01-07 11:47:04 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2182.85 total_reward_ma:1765.61 loss:-0.01225 fps:974.8 +frame:1.97e+06 wall_t:2021 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.125 +2026-01-07 11:47:15 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2233.30 total_reward_ma:1777.37 loss:-0.01851 fps:974.4 +frame:1.98e+06 wall_t:2032 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.133 +2026-01-07 11:47:25 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2163.35 total_reward_ma:1787.83 loss:-0.002052 fps:974.5 +frame:1.99e+06 wall_t:2042 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.023 +2026-01-07 11:47:36 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2118.20 total_reward_ma:1797.91 loss:-0.007701 fps:974.2 +frame:2.00e+06 wall_t:2053 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.072 +2026-01-07 11:47:47 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2130.45 total_reward_ma:1807.35 loss:-0.01735 fps:973.8 +frame:2.01e+06 wall_t:2064 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.099 +2026-01-07 11:47:57 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2158.45 total_reward_ma:1816.94 loss:-0.00324 fps:974 +frame:2.02e+06 wall_t:2074 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.044 +2026-01-07 11:48:08 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2175.35 total_reward_ma:1826.66 loss:-0.01926 fps:973.6 +frame:2.03e+06 wall_t:2085 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.049 +2026-01-07 11:48:19 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2175.35 total_reward_ma:1836.38 loss:-0.01072 fps:973.3 +frame:2.04e+06 wall_t:2096 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.077 +2026-01-07 11:48:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2242.95 total_reward_ma:1846.66 loss:-0.006281 fps:973.9 +frame:2.05e+06 wall_t:2105 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.059 +2026-01-07 11:48:40 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2295.70 total_reward_ma:1857.23 loss:-0.01953 fps:973.1 +frame:2.06e+06 wall_t:2117 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.1 +2026-01-07 11:48:51 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2299.75 total_reward_ma:1867.74 loss:-0.0005532 fps:973.2 +frame:2.07e+06 wall_t:2127 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.074 +2026-01-07 11:49:01 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2286.25 total_reward_ma:1877.80 loss:-0.002827 fps:972.9 +frame:2.08e+06 wall_t:2138 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.141 +2026-01-07 11:49:11 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2254.75 total_reward_ma:1887.61 loss:-0.01014 fps:973 +frame:2.09e+06 wall_t:2148 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.014 +2026-01-07 11:49:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2256.50 total_reward_ma:1897.56 loss:-0.002499 fps:972.7 +frame:2.10e+06 wall_t:2159 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.086 +2026-01-07 11:49:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2200.35 total_reward_ma:1906.69 loss:-0.008716 fps:972.4 +frame:2.11e+06 wall_t:2170 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.037 +2026-01-07 11:49:44 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2203.65 total_reward_ma:1915.88 loss:-0.00536 fps:972 +frame:2.12e+06 wall_t:2181 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.031 +2026-01-07 11:49:55 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2192.10 total_reward_ma:1925.01 loss:-0.01051 fps:971.7 +frame:2.13e+06 wall_t:2192 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.094 +2026-01-07 11:50:05 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2161.80 total_reward_ma:1933.90 loss:-0.01376 fps:971.8 +frame:2.14e+06 wall_t:2202 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.061 +2026-01-07 11:50:15 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2150.70 total_reward_ma:1942.61 loss:-0.01409 fps:972 +frame:2.15e+06 wall_t:2212 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.069 +2026-01-07 11:50:27 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2178.95 total_reward_ma:1951.81 loss:-0.008632 fps:971.2 +frame:2.16e+06 wall_t:2224 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.067 +2026-01-07 11:50:37 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2148.45 total_reward_ma:1960.68 loss:-0.01016 fps:971.4 +frame:2.17e+06 wall_t:2234 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.089 +2026-01-07 11:50:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2133.30 total_reward_ma:1969.08 loss:-0.01322 fps:970.6 +frame:2.18e+06 wall_t:2246 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.08 +2026-01-07 11:51:00 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2195.90 total_reward_ma:1978.08 loss:-0.0169 fps:970.7 +frame:2.19e+06 wall_t:2256 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.025 +2026-01-07 11:51:11 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2216.90 total_reward_ma:1987.69 loss:-0.009172 fps:970 +frame:2.20e+06 wall_t:2268 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.9382 +2026-01-07 11:51:21 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2277.60 total_reward_ma:1998.01 loss:-0.01776 fps:970.1 +frame:2.21e+06 wall_t:2278 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.074 +2026-01-07 11:51:31 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2259.75 total_reward_ma:2008.31 loss:-0.01168 fps:970.3 +frame:2.22e+06 wall_t:2288 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.035 +2026-01-07 11:51:42 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2299.45 total_reward_ma:2018.45 loss:-0.008873 fps:970 +frame:2.23e+06 wall_t:2299 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.002 +2026-01-07 11:51:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2401.80 total_reward_ma:2029.19 loss:-0.01086 fps:969.7 +frame:2.24e+06 wall_t:2310 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.9881 +2026-01-07 11:52:04 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2441.20 total_reward_ma:2039.55 loss:-0.002292 fps:969.4 +frame:2.25e+06 wall_t:2321 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.9948 +2026-01-07 11:52:15 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2445.70 total_reward_ma:2050.04 loss:-0.001134 fps:969.1 +frame:2.26e+06 wall_t:2332 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.031 +2026-01-07 11:52:26 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2521.50 total_reward_ma:2060.48 loss:-0.002398 fps:969.3 +frame:2.27e+06 wall_t:2342 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.051 +2026-01-07 11:52:37 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2650.45 total_reward_ma:2071.76 loss:-0.008924 fps:968.6 +frame:2.28e+06 wall_t:2354 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.055 +2026-01-07 11:52:47 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2646.95 total_reward_ma:2083.34 loss:-0.0119 fps:968.7 +frame:2.29e+06 wall_t:2364 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.9249 +2026-01-07 11:52:58 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2630.65 total_reward_ma:2094.27 loss:0.002987 fps:968.4 +frame:2.30e+06 wall_t:2375 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.07 +2026-01-07 11:53:08 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2545.80 total_reward_ma:2104.05 loss:-0.00446 fps:968.6 +frame:2.31e+06 wall_t:2385 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.029 +2026-01-07 11:53:18 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2545.70 total_reward_ma:2113.18 loss:-0.007239 fps:968.7 +frame:2.32e+06 wall_t:2395 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.123 +2026-01-07 11:53:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2586.75 total_reward_ma:2122.62 loss:-0.008628 fps:968.4 +frame:2.33e+06 wall_t:2406 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.105 +2026-01-07 11:53:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2633.15 total_reward_ma:2132.75 loss:-0.01673 fps:968.5 +frame:2.34e+06 wall_t:2416 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.051 +2026-01-07 11:53:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2588.10 total_reward_ma:2142.25 loss:-0.005953 fps:968.7 +frame:2.35e+06 wall_t:2426 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.104 +2026-01-07 11:53:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2611.20 total_reward_ma:2151.47 loss:-0.01455 fps:968.8 +frame:2.36e+06 wall_t:2436 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.047 +2026-01-07 11:54:09 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2557.55 total_reward_ma:2160.34 loss:-0.005799 fps:968.9 +frame:2.37e+06 wall_t:2446 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.05 +2026-01-07 11:54:20 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2656.00 total_reward_ma:2170.42 loss:-0.0195 fps:968.7 +frame:2.38e+06 wall_t:2457 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.05 +2026-01-07 11:54:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2701.00 total_reward_ma:2180.89 loss:-0.009426 fps:969.2 +frame:2.39e+06 wall_t:2466 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.002 +2026-01-07 11:54:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2691.85 total_reward_ma:2190.95 loss:-0.0006271 fps:969.3 +frame:2.40e+06 wall_t:2476 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.054 +2026-01-07 11:54:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2716.50 total_reward_ma:2200.99 loss:-0.01689 fps:969.4 +frame:2.41e+06 wall_t:2486 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.093 +2026-01-07 11:54:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2754.40 total_reward_ma:2211.50 loss:-0.01734 fps:969.6 +frame:2.42e+06 wall_t:2496 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.052 +2026-01-07 11:55:10 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2829.90 total_reward_ma:2222.85 loss:-0.002506 fps:969.3 +frame:2.43e+06 wall_t:2507 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.9688 +2026-01-07 11:55:20 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2753.65 total_reward_ma:2233.18 loss:-0.008602 fps:969.4 +frame:2.44e+06 wall_t:2517 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.051 +2026-01-07 11:55:30 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2688.55 total_reward_ma:2242.84 loss:-0.007722 fps:969.5 +frame:2.45e+06 wall_t:2527 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.9973 +2026-01-07 11:55:41 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2651.20 total_reward_ma:2252.79 loss:-0.01189 fps:969.3 +frame:2.46e+06 wall_t:2538 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.1 +2026-01-07 11:55:51 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2673.40 total_reward_ma:2262.28 loss:-0.009387 fps:969.4 +frame:2.47e+06 wall_t:2548 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.074 +2026-01-07 11:56:00 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2645.70 total_reward_ma:2271.52 loss:-0.01516 fps:969.9 +frame:2.48e+06 wall_t:2557 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.057 +2026-01-07 11:56:10 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2599.40 total_reward_ma:2280.17 loss:-0.0006151 fps:970 +frame:2.49e+06 wall_t:2567 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.99 +2026-01-07 11:56:21 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2612.00 total_reward_ma:2289.22 loss:-0.001268 fps:969.7 +frame:2.50e+06 wall_t:2578 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.005 +2026-01-07 11:56:31 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2531.70 total_reward_ma:2297.64 loss:-0.01381 fps:969.9 +frame:2.51e+06 wall_t:2588 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.015 +2026-01-07 11:56:41 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2465.15 total_reward_ma:2305.46 loss:-0.01484 fps:970 +frame:2.52e+06 wall_t:2598 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.025 +2026-01-07 11:56:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2413.20 total_reward_ma:2312.37 loss:-0.008004 fps:969.7 +frame:2.53e+06 wall_t:2609 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.9721 +2026-01-07 11:57:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2419.90 total_reward_ma:2319.27 loss:-0.01556 fps:969.8 +frame:2.54e+06 wall_t:2619 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.991 +2026-01-07 11:57:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2450.10 total_reward_ma:2325.55 loss:-0.01431 fps:970 +frame:2.55e+06 wall_t:2629 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.001 +2026-01-07 11:57:24 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2433.50 total_reward_ma:2331.95 loss:-0.002784 fps:969.3 +frame:2.56e+06 wall_t:2641 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.9535 +2026-01-07 11:57:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2459.65 total_reward_ma:2338.39 loss:-0.01441 fps:969.8 +frame:2.57e+06 wall_t:2650 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.9925 +2026-01-07 11:57:44 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2461.35 total_reward_ma:2344.41 loss:-0.007019 fps:969.6 +frame:2.58e+06 wall_t:2661 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.9902 +2026-01-07 11:57:55 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2468.10 total_reward_ma:2349.95 loss:-0.01152 fps:969.7 +frame:2.59e+06 wall_t:2671 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.9575 +2026-01-07 11:58:05 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2483.05 total_reward_ma:2355.69 loss:-0.007972 fps:969.4 +frame:2.60e+06 wall_t:2682 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.006 +2026-01-07 11:58:15 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2458.45 total_reward_ma:2360.71 loss:-0.01918 fps:969.5 +frame:2.61e+06 wall_t:2692 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.029 +2026-01-07 11:58:25 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2536.80 total_reward_ma:2365.37 loss:-0.00699 fps:969.7 +frame:2.62e+06 wall_t:2702 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.029 +2026-01-07 11:58:36 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2497.10 total_reward_ma:2369.94 loss:-0.01478 fps:969.8 +frame:2.63e+06 wall_t:2712 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.9443 +2026-01-07 11:58:46 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2495.20 total_reward_ma:2374.68 loss:-0.01096 fps:969.5 +frame:2.64e+06 wall_t:2723 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9662 +2026-01-07 11:58:55 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2416.00 total_reward_ma:2378.20 loss:-0.01258 fps:970 +frame:2.65e+06 wall_t:2732 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.969 +2026-01-07 11:59:06 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2553.95 total_reward_ma:2382.74 loss:-0.01455 fps:969.7 +frame:2.66e+06 wall_t:2743 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.958 +2026-01-07 11:59:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2551.75 total_reward_ma:2386.94 loss:-0.01437 fps:969.9 +frame:2.67e+06 wall_t:2753 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.9626 +2026-01-07 11:59:27 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2495.45 total_reward_ma:2390.23 loss:0.00381 fps:969.6 +frame:2.68e+06 wall_t:2764 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9746 +2026-01-07 11:59:37 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2446.95 total_reward_ma:2392.37 loss:-0.003463 fps:969.7 +frame:2.69e+06 wall_t:2774 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.9722 +2026-01-07 11:59:48 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2524.00 total_reward_ma:2394.50 loss:-0.007849 fps:969.5 +frame:2.70e+06 wall_t:2785 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.9512 +2026-01-07 11:59:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2592.55 total_reward_ma:2396.52 loss:-0.001084 fps:969.6 +frame:2.71e+06 wall_t:2795 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.8659 +2026-01-07 12:00:09 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2627.25 total_reward_ma:2398.94 loss:-0.006049 fps:969.4 +frame:2.72e+06 wall_t:2806 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9538 +2026-01-07 12:00:19 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2671.10 total_reward_ma:2401.85 loss:0.005372 fps:969.5 +frame:2.73e+06 wall_t:2816 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.953 +2026-01-07 12:00:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2726.45 total_reward_ma:2405.21 loss:-0.003362 fps:969.6 +frame:2.74e+06 wall_t:2826 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8808 +2026-01-07 12:00:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2787.95 total_reward_ma:2409.11 loss:0.007931 fps:969.7 +frame:2.75e+06 wall_t:2836 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.8881 +2026-01-07 12:00:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2921.05 total_reward_ma:2414.25 loss:0.003019 fps:969.8 +frame:2.76e+06 wall_t:2846 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.846 +2026-01-07 12:00:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2904.00 total_reward_ma:2419.55 loss:-0.001286 fps:969.9 +frame:2.77e+06 wall_t:2856 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.9237 +2026-01-07 12:01:09 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2955.90 total_reward_ma:2424.94 loss:-0.003413 fps:970 +frame:2.78e+06 wall_t:2866 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.9451 +2026-01-07 12:01:19 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2950.90 total_reward_ma:2431.58 loss:-0.002537 fps:970.1 +frame:2.79e+06 wall_t:2876 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.8934 +2026-01-07 12:01:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3077.80 total_reward_ma:2439.13 loss:-0.003103 fps:970.2 +frame:2.80e+06 wall_t:2886 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.8984 +2026-01-07 12:01:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3081.20 total_reward_ma:2446.51 loss:-0.002675 fps:970.3 +frame:2.81e+06 wall_t:2896 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.8374 +2026-01-07 12:01:48 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3115.95 total_reward_ma:2454.64 loss:-0.004113 fps:970.7 +frame:2.82e+06 wall_t:2905 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.8964 +2026-01-07 12:01:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3241.50 total_reward_ma:2463.79 loss:0.009851 fps:970.8 +frame:2.83e+06 wall_t:2915 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.8944 +2026-01-07 12:02:08 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3296.60 total_reward_ma:2474.63 loss:-0.02206 fps:970.9 +frame:2.84e+06 wall_t:2925 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.9715 +2026-01-07 12:02:19 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3347.30 total_reward_ma:2485.68 loss:-0.005556 fps:970.7 +frame:2.85e+06 wall_t:2936 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.9255 +2026-01-07 12:02:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3358.20 total_reward_ma:2496.92 loss:0.0007612 fps:970.8 +frame:2.86e+06 wall_t:2946 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.944 +2026-01-07 12:02:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3348.50 total_reward_ma:2508.22 loss:-0.01329 fps:970.9 +frame:2.87e+06 wall_t:2956 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.9996 +2026-01-07 12:02:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3461.45 total_reward_ma:2519.92 loss:-0.01364 fps:971 +frame:2.88e+06 wall_t:2966 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.005 +2026-01-07 12:02:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3506.25 total_reward_ma:2532.72 loss:-0.005511 fps:971.1 +frame:2.89e+06 wall_t:2976 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.9492 +2026-01-07 12:03:10 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3534.80 total_reward_ma:2545.66 loss:-0.001049 fps:970.9 +frame:2.90e+06 wall_t:2987 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.9383 +2026-01-07 12:03:19 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3479.40 total_reward_ma:2558.13 loss:0.02022 fps:971.3 +frame:2.91e+06 wall_t:2996 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.9683 +2026-01-07 12:03:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3571.60 total_reward_ma:2571.84 loss:-0.01199 fps:971.4 +frame:2.92e+06 wall_t:3006 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.976 +2026-01-07 12:03:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3574.45 total_reward_ma:2586.18 loss:-0.001978 fps:971.5 +frame:2.93e+06 wall_t:3016 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.017 +2026-01-07 12:03:50 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3570.10 total_reward_ma:2599.98 loss:-0.00669 fps:971.6 +frame:2.94e+06 wall_t:3026 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.9887 +2026-01-07 12:04:00 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3693.90 total_reward_ma:2615.27 loss:-0.006809 fps:971.4 +frame:2.95e+06 wall_t:3037 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.012 +2026-01-07 12:04:10 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3758.40 total_reward_ma:2630.88 loss:-0.003064 fps:971.4 +frame:2.96e+06 wall_t:3047 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.9792 +2026-01-07 12:04:20 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3688.35 total_reward_ma:2645.94 loss:-0.007439 fps:971.5 +frame:2.97e+06 wall_t:3057 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.9461 +2026-01-07 12:04:30 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3760.25 total_reward_ma:2661.21 loss:-0.004094 fps:971.6 +frame:2.98e+06 wall_t:3067 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.8306 +2026-01-07 12:04:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3728.40 total_reward_ma:2676.86 loss:0.004707 fps:972 +frame:2.99e+06 wall_t:3076 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.04 +2026-01-07 12:04:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3684.10 total_reward_ma:2692.51 loss:-0.004039 fps:972.1 +frame:3.00e+06 wall_t:3086 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.9608 +2026-01-07 12:04:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3681.95 total_reward_ma:2708.03 loss:0.002761 fps:972.2 +frame:3.01e+06 wall_t:3096 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.9374 +2026-01-07 12:05:09 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3551.60 total_reward_ma:2721.96 loss:0.002695 fps:972.3 +frame:3.02e+06 wall_t:3106 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9318 +2026-01-07 12:05:20 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3522.25 total_reward_ma:2735.43 loss:-0.0106 fps:972.1 +frame:3.03e+06 wall_t:3117 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.9956 +2026-01-07 12:05:30 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3505.90 total_reward_ma:2748.74 loss:0.002548 fps:972.2 +frame:3.04e+06 wall_t:3127 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.9381 +2026-01-07 12:05:41 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3450.40 total_reward_ma:2760.81 loss:-0.01055 fps:972 +frame:3.05e+06 wall_t:3138 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.9038 +2026-01-07 12:05:51 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3409.75 total_reward_ma:2771.95 loss:-0.009434 fps:972 +frame:3.06e+06 wall_t:3148 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.9463 +2026-01-07 12:06:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3380.20 total_reward_ma:2782.75 loss:-0.01276 fps:971.8 +frame:3.07e+06 wall_t:3159 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.9321 +2026-01-07 12:06:12 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3333.00 total_reward_ma:2793.22 loss:-0.01536 fps:971.9 +frame:3.08e+06 wall_t:3169 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.008 +2026-01-07 12:06:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3317.65 total_reward_ma:2803.85 loss:-0.005265 fps:972 +frame:3.09e+06 wall_t:3179 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.9756 +2026-01-07 12:06:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3243.75 total_reward_ma:2813.72 loss:-0.00862 fps:971.8 +frame:3.10e+06 wall_t:3190 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.9379 +2026-01-07 12:06:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3164.75 total_reward_ma:2823.37 loss:-0.01087 fps:971.9 +frame:3.11e+06 wall_t:3200 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.962 +2026-01-07 12:06:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3106.10 total_reward_ma:2832.39 loss:-0.009895 fps:972 +frame:3.12e+06 wall_t:3210 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.9552 +2026-01-07 12:07:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3060.55 total_reward_ma:2841.08 loss:-0.006323 fps:972 +frame:3.13e+06 wall_t:3220 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.9668 +2026-01-07 12:07:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3109.50 total_reward_ma:2850.55 loss:-0.002263 fps:972.1 +frame:3.14e+06 wall_t:3230 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.9 +2026-01-07 12:07:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3104.50 total_reward_ma:2860.09 loss:-0.008752 fps:972.2 +frame:3.15e+06 wall_t:3240 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.9158 +2026-01-07 12:07:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3033.55 total_reward_ma:2868.64 loss:-0.003264 fps:972.3 +frame:3.16e+06 wall_t:3250 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.8995 +2026-01-07 12:07:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3099.80 total_reward_ma:2878.15 loss:-0.004389 fps:972.4 +frame:3.17e+06 wall_t:3260 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.9159 +2026-01-07 12:07:54 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3063.05 total_reward_ma:2887.45 loss:-0.007185 fps:972.5 +frame:3.18e+06 wall_t:3270 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.8761 +2026-01-07 12:08:04 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3017.55 total_reward_ma:2895.67 loss:2.539e-05 fps:972.3 +frame:3.19e+06 wall_t:3281 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.8591 +2026-01-07 12:08:15 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3009.95 total_reward_ma:2903.60 loss:-0.006375 fps:972.1 +frame:3.20e+06 wall_t:3292 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.8441 +2026-01-07 12:08:25 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2927.40 total_reward_ma:2910.09 loss:-0.001868 fps:972.1 +frame:3.21e+06 wall_t:3302 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.9045 +2026-01-07 12:08:36 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2926.15 total_reward_ma:2916.76 loss:0.01157 fps:971.9 +frame:3.22e+06 wall_t:3313 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.8936 +2026-01-07 12:08:46 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2988.25 total_reward_ma:2923.65 loss:-0.01397 fps:972 +frame:3.23e+06 wall_t:3323 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.9409 +2026-01-07 12:08:56 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2984.25 total_reward_ma:2929.47 loss:-0.006953 fps:972.1 +frame:3.24e+06 wall_t:3333 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.845 +2026-01-07 12:09:06 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:2968.60 total_reward_ma:2934.74 loss:-0.005469 fps:972.5 +frame:3.25e+06 wall_t:3342 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.8948 +2026-01-07 12:09:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3013.55 total_reward_ma:2940.42 loss:-0.00341 fps:972.3 +frame:3.26e+06 wall_t:3353 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.8762 +2026-01-07 12:09:26 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3053.15 total_reward_ma:2945.74 loss:-0.004793 fps:972.3 +frame:3.27e+06 wall_t:3363 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.8864 +2026-01-07 12:09:37 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3175.80 total_reward_ma:2950.99 loss:0.007179 fps:972.4 +frame:3.28e+06 wall_t:3373 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.8951 +2026-01-07 12:09:48 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3236.55 total_reward_ma:2956.89 loss:-0.01054 fps:972.2 +frame:3.29e+06 wall_t:3384 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.94 +2026-01-07 12:09:58 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3229.75 total_reward_ma:2962.88 loss:-0.006173 fps:972 +frame:3.30e+06 wall_t:3395 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.9339 +2026-01-07 12:10:09 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3237.60 total_reward_ma:2969.80 loss:-0.008103 fps:971.8 +frame:3.31e+06 wall_t:3406 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.8851 +2026-01-07 12:10:19 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3264.20 total_reward_ma:2976.98 loss:0.003396 fps:971.9 +frame:3.32e+06 wall_t:3416 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.8317 +2026-01-07 12:10:29 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3175.20 total_reward_ma:2982.87 loss:-0.003281 fps:972 +frame:3.33e+06 wall_t:3426 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.8906 +2026-01-07 12:10:40 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3290.75 total_reward_ma:2989.44 loss:-0.002437 fps:971.8 +frame:3.34e+06 wall_t:3437 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.9742 +2026-01-07 12:10:51 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3393.00 total_reward_ma:2997.49 loss:-0.01126 fps:971.6 +frame:3.35e+06 wall_t:3448 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.9066 +2026-01-07 12:11:01 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3461.20 total_reward_ma:3005.99 loss:-0.0003821 fps:971.7 +frame:3.36e+06 wall_t:3458 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.8363 +2026-01-07 12:11:12 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3429.25 total_reward_ma:3014.71 loss:-0.007225 fps:971.5 +frame:3.37e+06 wall_t:3469 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.9211 +2026-01-07 12:11:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3419.65 total_reward_ma:3022.35 loss:-0.00221 fps:971.3 +frame:3.38e+06 wall_t:3480 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.9338 +2026-01-07 12:11:35 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3483.25 total_reward_ma:3030.17 loss:-0.006266 fps:971.1 +frame:3.39e+06 wall_t:3491 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.9065 +2026-01-07 12:11:45 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3567.25 total_reward_ma:3038.92 loss:-0.01021 fps:970.9 +frame:3.40e+06 wall_t:3502 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.9256 +2026-01-07 12:11:57 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3592.35 total_reward_ma:3047.68 loss:0.002762 fps:970.7 +frame:3.41e+06 wall_t:3513 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.9846 +2026-01-07 12:12:06 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3605.55 total_reward_ma:3056.19 loss:-0.01424 fps:970.8 +frame:3.42e+06 wall_t:3523 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.8576 +2026-01-07 12:12:17 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3540.95 total_reward_ma:3063.30 loss:-0.001547 fps:970.6 +frame:3.43e+06 wall_t:3534 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.9138 +2026-01-07 12:12:28 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3533.75 total_reward_ma:3071.10 loss:0.005703 fps:970.4 +frame:3.44e+06 wall_t:3545 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.8949 +2026-01-07 12:12:39 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3580.70 total_reward_ma:3080.03 loss:0.006425 fps:970.2 +frame:3.45e+06 wall_t:3556 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.9086 +2026-01-07 12:12:50 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3543.00 total_reward_ma:3088.94 loss:0.01549 fps:970.3 +frame:3.46e+06 wall_t:3566 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.8973 +2026-01-07 12:13:01 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3536.15 total_reward_ma:3097.57 loss:-0.00269 fps:970.1 +frame:3.47e+06 wall_t:3577 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.8695 +2026-01-07 12:13:11 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3574.35 total_reward_ma:3106.86 loss:-0.007828 fps:969.9 +frame:3.48e+06 wall_t:3588 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.823 +2026-01-07 12:13:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3617.55 total_reward_ma:3117.04 loss:0.001357 fps:969.7 +frame:3.49e+06 wall_t:3599 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.8121 +2026-01-07 12:13:31 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3654.85 total_reward_ma:3127.47 loss:-0.02071 fps:970.1 +frame:3.50e+06 wall_t:3608 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.9264 +2026-01-07 12:13:41 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3651.80 total_reward_ma:3138.67 loss:-0.006804 fps:970.1 +frame:3.51e+06 wall_t:3618 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.825 +2026-01-07 12:13:52 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3721.80 total_reward_ma:3151.24 loss:-0.003097 fps:970 +frame:3.52e+06 wall_t:3629 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.8591 +2026-01-07 12:14:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3670.90 total_reward_ma:3163.81 loss:-0.008651 fps:969.8 +frame:3.53e+06 wall_t:3640 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.863 +2026-01-07 12:14:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3644.60 total_reward_ma:3176.06 loss:-0.009065 fps:969.9 +frame:3.54e+06 wall_t:3650 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.9011 +2026-01-07 12:14:24 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3684.00 total_reward_ma:3188.40 loss:-0.003774 fps:969.7 +frame:3.55e+06 wall_t:3661 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.8746 +2026-01-07 12:14:34 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3650.35 total_reward_ma:3200.57 loss:0.002152 fps:969.8 +frame:3.56e+06 wall_t:3671 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.9273 +2026-01-07 12:14:45 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3621.25 total_reward_ma:3212.18 loss:0.007809 fps:969.6 +frame:3.57e+06 wall_t:3682 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.957 +2026-01-07 12:14:56 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3552.70 total_reward_ma:3223.10 loss:0.007103 fps:969.7 +frame:3.58e+06 wall_t:3692 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.958 +2026-01-07 12:15:05 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3675.70 total_reward_ma:3235.17 loss:-0.007277 fps:969.7 +frame:3.59e+06 wall_t:3702 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.9025 +2026-01-07 12:15:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3692.90 total_reward_ma:3247.27 loss:-0.009452 fps:969.6 +frame:3.60e+06 wall_t:3713 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.8986 +2026-01-07 12:15:27 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3754.40 total_reward_ma:3260.23 loss:0.007147 fps:969.4 +frame:3.61e+06 wall_t:3724 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.8794 +2026-01-07 12:15:37 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3752.35 total_reward_ma:3272.39 loss:0.006588 fps:969.5 +frame:3.62e+06 wall_t:3734 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.9183 +2026-01-07 12:15:48 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3816.80 total_reward_ma:3285.58 loss:0.003528 fps:969.3 +frame:3.63e+06 wall_t:3745 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8848 +2026-01-07 12:15:58 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3828.00 total_reward_ma:3298.91 loss:-0.004039 fps:969.4 +frame:3.64e+06 wall_t:3755 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.9296 +2026-01-07 12:16:09 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3781.40 total_reward_ma:3312.56 loss:-0.0002909 fps:969.2 +frame:3.65e+06 wall_t:3766 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.904 +2026-01-07 12:16:20 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3801.35 total_reward_ma:3325.04 loss:-0.003183 fps:969 +frame:3.66e+06 wall_t:3777 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.9117 +2026-01-07 12:16:30 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3794.65 total_reward_ma:3337.47 loss:0.008238 fps:969.4 +frame:3.67e+06 wall_t:3786 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.9146 +2026-01-07 12:16:40 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3779.30 total_reward_ma:3350.31 loss:0.002179 fps:969.2 +frame:3.68e+06 wall_t:3797 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8834 +2026-01-07 12:16:50 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3772.70 total_reward_ma:3363.56 loss:0.005086 fps:969.3 +frame:3.69e+06 wall_t:3807 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.8057 +2026-01-07 12:17:01 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3791.00 total_reward_ma:3376.23 loss:-0.001923 fps:969.1 +frame:3.70e+06 wall_t:3818 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.8684 +2026-01-07 12:17:11 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3800.40 total_reward_ma:3388.31 loss:-0.008418 fps:969.2 +frame:3.71e+06 wall_t:3828 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.8394 +2026-01-07 12:17:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3769.95 total_reward_ma:3399.74 loss:-0.002837 fps:969.3 +frame:3.72e+06 wall_t:3838 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.8765 +2026-01-07 12:17:32 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3773.60 total_reward_ma:3410.76 loss:-0.00595 fps:969.1 +frame:3.73e+06 wall_t:3849 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.9195 +2026-01-07 12:17:42 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3766.30 total_reward_ma:3421.16 loss:-0.009794 fps:969.2 +frame:3.74e+06 wall_t:3859 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.8306 +2026-01-07 12:17:52 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3886.65 total_reward_ma:3432.15 loss:-0.003149 fps:969.2 +frame:3.75e+06 wall_t:3869 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.8854 +2026-01-07 12:18:02 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3924.15 total_reward_ma:3442.18 loss:0.0003924 fps:969.3 +frame:3.76e+06 wall_t:3879 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.8396 +2026-01-07 12:18:12 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3992.00 total_reward_ma:3453.06 loss:-0.001576 fps:969.4 +frame:3.77e+06 wall_t:3889 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.8579 +2026-01-07 12:18:22 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3941.05 total_reward_ma:3462.91 loss:-0.003171 fps:969.5 +frame:3.78e+06 wall_t:3899 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.8468 +2026-01-07 12:18:33 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3832.60 total_reward_ma:3471.73 loss:-0.004966 fps:969.3 +frame:3.79e+06 wall_t:3910 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8277 +2026-01-07 12:18:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3867.90 total_reward_ma:3479.63 loss:0.005355 fps:969.4 +frame:3.80e+06 wall_t:3920 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.8726 +2026-01-07 12:18:54 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3976.95 total_reward_ma:3488.59 loss:-0.001637 fps:969.5 +frame:3.81e+06 wall_t:3930 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.8921 +2026-01-07 12:19:04 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3885.55 total_reward_ma:3496.28 loss:-0.008071 fps:969.3 +frame:3.82e+06 wall_t:3941 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.9158 +2026-01-07 12:19:14 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3885.55 total_reward_ma:3502.72 loss:0.0001688 fps:969.4 +frame:3.83e+06 wall_t:3951 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.9223 +2026-01-07 12:19:24 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3933.45 total_reward_ma:3509.09 loss:0.0009133 fps:969.5 +frame:3.84e+06 wall_t:3961 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.8756 +2026-01-07 12:19:34 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:3977.50 total_reward_ma:3515.39 loss:-0.009475 fps:969.5 +frame:3.85e+06 wall_t:3971 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.9165 +2026-01-07 12:19:43 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4051.95 total_reward_ma:3522.33 loss:0.002576 fps:969.8 +frame:3.86e+06 wall_t:3980 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.889 +2026-01-07 12:19:53 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4145.45 total_reward_ma:3530.30 loss:-0.005692 fps:969.9 +frame:3.87e+06 wall_t:3990 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.8678 +2026-01-07 12:20:03 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4152.55 total_reward_ma:3537.21 loss:-0.008534 fps:970 +frame:3.88e+06 wall_t:4000 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.901 +2026-01-07 12:20:13 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4129.55 total_reward_ma:3543.45 loss:-0.007768 fps:970.1 +frame:3.89e+06 wall_t:4010 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.8466 +2026-01-07 12:20:23 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4085.55 total_reward_ma:3548.95 loss:-0.007346 fps:970.1 +frame:3.90e+06 wall_t:4020 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.8995 +2026-01-07 12:20:34 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4149.85 total_reward_ma:3555.66 loss:-0.007338 fps:970 +frame:3.91e+06 wall_t:4031 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.8979 +2026-01-07 12:20:44 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4148.80 total_reward_ma:3561.43 loss:-0.004788 fps:970.1 +frame:3.92e+06 wall_t:4041 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.9058 +2026-01-07 12:20:54 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4146.45 total_reward_ma:3567.15 loss:-0.009479 fps:970.1 +frame:3.93e+06 wall_t:4051 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.9709 +2026-01-07 12:21:04 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4136.70 total_reward_ma:3572.82 loss:-0.005912 fps:970.2 +frame:3.94e+06 wall_t:4061 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.9676 +2026-01-07 12:21:14 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4190.85 total_reward_ma:3577.78 loss:0.005624 fps:970.3 +frame:3.95e+06 wall_t:4071 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.8859 +2026-01-07 12:21:25 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4200.15 total_reward_ma:3582.20 loss:-0.0005623 fps:970.1 +frame:3.96e+06 wall_t:4082 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.8563 +2026-01-07 12:21:35 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4237.40 total_reward_ma:3587.69 loss:-0.002733 fps:970.2 +frame:3.97e+06 wall_t:4092 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.9338 +2026-01-07 12:21:45 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4297.95 total_reward_ma:3593.07 loss:-0.003279 fps:970.3 +frame:3.98e+06 wall_t:4102 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.8802 +2026-01-07 12:21:56 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4256.00 total_reward_ma:3598.35 loss:0.0008978 fps:970.3 +frame:3.99e+06 wall_t:4112 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.9059 +2026-01-07 12:22:06 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4220.10 total_reward_ma:3603.71 loss:-0.01068 fps:970.2 +frame:4.00e+06 wall_t:4123 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.9407 +2026-01-07 12:22:16 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4246.10 total_reward_ma:3609.35 loss:0.00472 fps:970.2 +frame:4.01e+06 wall_t:4133 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.9817 +2026-01-07 12:22:25 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4280.55 total_reward_ma:3616.64 loss:6.724e-05 fps:970.5 +frame:4.02e+06 wall_t:4142 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.8657 +2026-01-07 12:22:36 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4358.90 total_reward_ma:3625.00 loss:-0.006942 fps:970.6 +frame:4.03e+06 wall_t:4152 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.8882 +2026-01-07 12:22:46 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4387.45 total_reward_ma:3633.82 loss:-0.005588 fps:970.5 +frame:4.04e+06 wall_t:4163 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.967 +2026-01-07 12:22:56 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4524.40 total_reward_ma:3644.56 loss:-0.005422 fps:970.5 +frame:4.05e+06 wall_t:4173 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.944 +2026-01-07 12:23:07 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4581.80 total_reward_ma:3656.28 loss:-0.008778 fps:970.4 +frame:4.06e+06 wall_t:4184 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.8909 +2026-01-07 12:23:17 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4466.60 total_reward_ma:3667.14 loss:-0.006362 fps:970.4 +frame:4.07e+06 wall_t:4194 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.9084 +2026-01-07 12:23:27 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4486.10 total_reward_ma:3678.67 loss:0.001854 fps:970.5 +frame:4.08e+06 wall_t:4204 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8365 +2026-01-07 12:23:38 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4495.70 total_reward_ma:3690.46 loss:-0.002438 fps:970.3 +frame:4.09e+06 wall_t:4215 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8796 +2026-01-07 12:23:47 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4489.45 total_reward_ma:3702.91 loss:-0.002993 fps:970.6 +frame:4.10e+06 wall_t:4224 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.8787 +2026-01-07 12:23:57 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4544.00 total_reward_ma:3716.70 loss:-0.009498 fps:970.7 +frame:4.11e+06 wall_t:4234 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.9036 +2026-01-07 12:24:07 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4704.55 total_reward_ma:3732.69 loss:0.01638 fps:970.8 +frame:4.12e+06 wall_t:4244 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.842 +2026-01-07 12:24:17 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4776.35 total_reward_ma:3749.85 loss:-0.006038 fps:970.9 +frame:4.13e+06 wall_t:4254 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.9287 +2026-01-07 12:24:28 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4811.55 total_reward_ma:3766.87 loss:-0.006633 fps:970.7 +frame:4.14e+06 wall_t:4265 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.9017 +2026-01-07 12:24:38 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4741.50 total_reward_ma:3783.24 loss:0.007542 fps:970.8 +frame:4.15e+06 wall_t:4275 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.9085 +2026-01-07 12:24:49 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4945.20 total_reward_ma:3802.35 loss:0.003931 fps:970.6 +frame:4.16e+06 wall_t:4286 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.8731 +2026-01-07 12:24:59 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4849.85 total_reward_ma:3819.85 loss:-0.004638 fps:970.7 +frame:4.17e+06 wall_t:4296 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.9158 +2026-01-07 12:25:09 | INFO | PID:1300 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_demonattack_t0_s0 [train] +total_reward:4758.90 total_reward_ma:3836.81 loss:-0.002669 fps:970.7 +frame:4.18e+06 wall_t:4306 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.9305 diff --git a/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s1.log b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..043ec7515a56d23fc6c38b40e2fe6ced760105a2 --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 11:13:19 | INFO | PID:1301 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 11:13:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:102.00 total_reward_ma:102.00 loss:-0.02434 fps:588.2 +frame:1.00e+04 wall_t:17 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.771 +2026-01-07 11:13:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:142.50 total_reward_ma:122.25 loss:-0.02729 fps:769.2 +frame:2.00e+04 wall_t:26 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.764 +2026-01-07 11:13:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:142.17 total_reward_ma:128.89 loss:-0.02822 fps:833.3 +frame:3.00e+04 wall_t:36 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.716 +2026-01-07 11:14:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:145.90 total_reward_ma:133.14 loss:-0.02891 fps:833.3 +frame:4.00e+04 wall_t:48 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.718 +2026-01-07 11:14:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:148.68 total_reward_ma:136.25 loss:-0.03199 fps:862.1 +frame:5.00e+04 wall_t:58 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.679 +2026-01-07 11:14:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:151.72 total_reward_ma:138.83 loss:-0.03056 fps:882.4 +frame:6.00e+04 wall_t:68 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.593 +2026-01-07 11:14:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:159.94 total_reward_ma:141.84 loss:-0.02916 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:1.599 +2026-01-07 11:14:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:157.27 total_reward_ma:143.77 loss:-0.02656 fps:919.5 +frame:8.00e+04 wall_t:87 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.546 +2026-01-07 11:14:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:160.91 total_reward_ma:145.68 loss:-0.02842 fps:937.5 +frame:9.00e+04 wall_t:96 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.524 +2026-01-07 11:15:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:168.05 total_reward_ma:147.91 loss:-0.02769 fps:934.6 +frame:1.00e+05 wall_t:107 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.508 +2026-01-07 11:15:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:175.35 total_reward_ma:150.41 loss:-0.02556 fps:948.3 +frame:1.10e+05 wall_t:116 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.477 +2026-01-07 11:15:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:178.55 total_reward_ma:152.75 loss:-0.02833 fps:944.9 +frame:1.20e+05 wall_t:127 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.475 +2026-01-07 11:15:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:188.55 total_reward_ma:155.51 loss:-0.01846 fps:948.9 +frame:1.30e+05 wall_t:137 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.415 +2026-01-07 11:15:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:190.20 total_reward_ma:157.98 loss:-0.02214 fps:952.4 +frame:1.40e+05 wall_t:147 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.412 +2026-01-07 11:16:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:199.80 total_reward_ma:160.77 loss:-0.02334 fps:955.4 +frame:1.50e+05 wall_t:157 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.385 +2026-01-07 11:16:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:203.15 total_reward_ma:163.42 loss:-0.02837 fps:958.1 +frame:1.60e+05 wall_t:167 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.36 +2026-01-07 11:16:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:214.60 total_reward_ma:166.43 loss:-0.02432 fps:960.5 +frame:1.70e+05 wall_t:177 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.366 +2026-01-07 11:16:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:220.30 total_reward_ma:169.42 loss:-0.02158 fps:962.6 +frame:1.80e+05 wall_t:187 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.349 +2026-01-07 11:16:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:214.85 total_reward_ma:171.81 loss:-0.01789 fps:964.5 +frame:1.90e+05 wall_t:197 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.256 +2026-01-07 11:16:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:218.10 total_reward_ma:174.13 loss:-0.02297 fps:966.2 +frame:2.00e+05 wall_t:207 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.265 +2026-01-07 11:17:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:226.25 total_reward_ma:176.61 loss:-0.01667 fps:963.3 +frame:2.10e+05 wall_t:218 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.225 +2026-01-07 11:17:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:220.50 total_reward_ma:178.61 loss:-0.01399 fps:964.9 +frame:2.20e+05 wall_t:228 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.232 +2026-01-07 11:17:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:224.15 total_reward_ma:180.59 loss:-0.01884 fps:962.3 +frame:2.30e+05 wall_t:239 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.172 +2026-01-07 11:17:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:222.15 total_reward_ma:182.32 loss:-0.02085 fps:963.9 +frame:2.40e+05 wall_t:249 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.236 +2026-01-07 11:17:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:221.80 total_reward_ma:183.90 loss:-0.02393 fps:961.5 +frame:2.50e+05 wall_t:260 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.2 +2026-01-07 11:17:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:227.75 total_reward_ma:185.58 loss:-0.01497 fps:966.5 +frame:2.60e+05 wall_t:269 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.22 +2026-01-07 11:18:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:233.85 total_reward_ma:187.37 loss:-0.02248 fps:967.7 +frame:2.70e+05 wall_t:279 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.198 +2026-01-07 11:18:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:244.15 total_reward_ma:189.40 loss:-0.01996 fps:972.2 +frame:2.80e+05 wall_t:288 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.202 +2026-01-07 11:18:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:256.30 total_reward_ma:191.71 loss:-0.02149 fps:973.2 +frame:2.90e+05 wall_t:298 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.166 +2026-01-07 11:18:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:265.70 total_reward_ma:194.17 loss:-0.02316 fps:974 +frame:3.00e+05 wall_t:308 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.168 +2026-01-07 11:18:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:260.95 total_reward_ma:196.33 loss:-0.019 fps:974.8 +frame:3.10e+05 wall_t:318 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.143 +2026-01-07 11:18:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:274.00 total_reward_ma:198.75 loss:-0.02072 fps:975.6 +frame:3.20e+05 wall_t:328 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.086 +2026-01-07 11:19:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:301.30 total_reward_ma:201.86 loss:-0.02257 fps:976.3 +frame:3.30e+05 wall_t:338 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.161 +2026-01-07 11:19:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:310.60 total_reward_ma:205.06 loss:-0.02033 fps:977 +frame:3.40e+05 wall_t:348 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.128 +2026-01-07 11:19:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:301.80 total_reward_ma:207.82 loss:-0.02022 fps:980.4 +frame:3.50e+05 wall_t:357 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.129 +2026-01-07 11:19:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:309.20 total_reward_ma:210.64 loss:-0.01891 fps:980.9 +frame:3.60e+05 wall_t:367 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.123 +2026-01-07 11:19:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:319.55 total_reward_ma:213.58 loss:-0.02002 fps:981.4 +frame:3.70e+05 wall_t:377 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.075 +2026-01-07 11:19:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:335.75 total_reward_ma:216.80 loss:-0.01764 fps:981.9 +frame:3.80e+05 wall_t:387 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.096 +2026-01-07 11:20:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:329.85 total_reward_ma:219.70 loss:-0.01633 fps:982.4 +frame:3.90e+05 wall_t:397 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.039 +2026-01-07 11:20:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:335.95 total_reward_ma:222.60 loss:-0.01469 fps:982.8 +frame:4.00e+05 wall_t:407 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.049 +2026-01-07 11:20:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:321.55 total_reward_ma:225.02 loss:-0.01401 fps:983.2 +frame:4.10e+05 wall_t:417 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:0.9922 +2026-01-07 11:20:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:339.65 total_reward_ma:227.75 loss:-0.01614 fps:981.3 +frame:4.20e+05 wall_t:428 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.022 +2026-01-07 11:20:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:348.35 total_reward_ma:230.55 loss:-0.01636 fps:984 +frame:4.30e+05 wall_t:437 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.032 +2026-01-07 11:20:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:354.55 total_reward_ma:233.37 loss:-0.01514 fps:984.3 +frame:4.40e+05 wall_t:447 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:0.9856 +2026-01-07 11:21:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:359.35 total_reward_ma:236.17 loss:-0.01727 fps:984.7 +frame:4.50e+05 wall_t:457 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.025 +2026-01-07 11:21:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:366.40 total_reward_ma:239.00 loss:-0.01584 fps:985 +frame:4.60e+05 wall_t:467 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.035 +2026-01-07 11:21:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:370.65 total_reward_ma:241.80 loss:-0.01511 fps:985.3 +frame:4.70e+05 wall_t:477 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.9923 +2026-01-07 11:21:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:367.60 total_reward_ma:244.42 loss:-0.01809 fps:985.6 +frame:4.80e+05 wall_t:487 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.016 +2026-01-07 11:21:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:363.65 total_reward_ma:246.85 loss:-0.01785 fps:985.9 +frame:4.90e+05 wall_t:497 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.9914 +2026-01-07 11:21:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:358.95 total_reward_ma:249.10 loss:-0.01551 fps:986.2 +frame:5.00e+05 wall_t:507 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.9524 +2026-01-07 11:22:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:395.50 total_reward_ma:251.97 loss:-0.01701 fps:984.6 +frame:5.10e+05 wall_t:518 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.018 +2026-01-07 11:22:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:400.80 total_reward_ma:254.83 loss:-0.02147 fps:986.7 +frame:5.20e+05 wall_t:527 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.017 +2026-01-07 11:22:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:384.55 total_reward_ma:257.28 loss:-0.01993 fps:988.8 +frame:5.30e+05 wall_t:536 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.9962 +2026-01-07 11:22:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:458.35 total_reward_ma:261.00 loss:-0.02268 fps:987.2 +frame:5.40e+05 wall_t:547 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.084 +2026-01-07 11:22:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:455.85 total_reward_ma:264.54 loss:-0.02181 fps:987.4 +frame:5.50e+05 wall_t:557 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.008 +2026-01-07 11:22:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:485.60 total_reward_ma:268.49 loss:-0.01408 fps:987.7 +frame:5.60e+05 wall_t:567 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.015 +2026-01-07 11:23:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:483.55 total_reward_ma:272.26 loss:-0.01739 fps:987.9 +frame:5.70e+05 wall_t:577 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.018 +2026-01-07 11:23:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:491.15 total_reward_ma:276.04 loss:-0.01581 fps:988.1 +frame:5.80e+05 wall_t:587 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.026 +2026-01-07 11:23:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:511.20 total_reward_ma:280.02 loss:-0.0118 fps:988.3 +frame:5.90e+05 wall_t:597 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.051 +2026-01-07 11:23:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:552.05 total_reward_ma:284.56 loss:-0.01447 fps:990.1 +frame:6.00e+05 wall_t:606 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.015 +2026-01-07 11:23:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:552.35 total_reward_ma:288.95 loss:-0.01232 fps:990.3 +frame:6.10e+05 wall_t:616 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.9143 +2026-01-07 11:23:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:581.50 total_reward_ma:293.67 loss:-0.01511 fps:990.4 +frame:6.20e+05 wall_t:626 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.039 +2026-01-07 11:24:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:594.45 total_reward_ma:298.44 loss:-0.01875 fps:989 +frame:6.30e+05 wall_t:637 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.017 +2026-01-07 11:24:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:588.30 total_reward_ma:302.97 loss:-0.01749 fps:989.2 +frame:6.40e+05 wall_t:647 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.9265 +2026-01-07 11:24:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:563.75 total_reward_ma:306.98 loss:-0.01132 fps:989.3 +frame:6.50e+05 wall_t:657 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9678 +2026-01-07 11:24:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:603.05 total_reward_ma:311.47 loss:-0.01287 fps:989.5 +frame:6.60e+05 wall_t:667 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.9395 +2026-01-07 11:24:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:651.00 total_reward_ma:316.53 loss:-0.01343 fps:991.1 +frame:6.70e+05 wall_t:676 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.9749 +2026-01-07 11:24:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:683.45 total_reward_ma:321.93 loss:-0.01443 fps:991.3 +frame:6.80e+05 wall_t:686 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.016 +2026-01-07 11:24:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:721.60 total_reward_ma:327.72 loss:-0.01345 fps:992.8 +frame:6.90e+05 wall_t:695 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.9811 +2026-01-07 11:25:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:697.90 total_reward_ma:333.01 loss:-0.0215 fps:991.5 +frame:7.00e+05 wall_t:706 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.049 +2026-01-07 11:25:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:750.05 total_reward_ma:338.88 loss:-0.01687 fps:991.6 +frame:7.10e+05 wall_t:716 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.9866 +2026-01-07 11:25:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:763.65 total_reward_ma:344.78 loss:-0.01896 fps:990.4 +frame:7.20e+05 wall_t:727 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.017 +2026-01-07 11:25:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:757.25 total_reward_ma:350.43 loss:-0.01471 fps:990.5 +frame:7.30e+05 wall_t:737 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.9946 +2026-01-07 11:25:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:836.30 total_reward_ma:357.00 loss:-0.01298 fps:990.6 +frame:7.40e+05 wall_t:747 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.01 +2026-01-07 11:26:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:852.80 total_reward_ma:363.61 loss:-0.01342 fps:990.8 +frame:7.50e+05 wall_t:757 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.9416 +2026-01-07 11:26:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:884.75 total_reward_ma:370.47 loss:-0.01595 fps:990.9 +frame:7.60e+05 wall_t:767 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.9682 +2026-01-07 11:26:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:895.65 total_reward_ma:377.29 loss:-0.008781 fps:992.3 +frame:7.70e+05 wall_t:776 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.9759 +2026-01-07 11:26:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:916.80 total_reward_ma:384.21 loss:-0.008339 fps:992.4 +frame:7.80e+05 wall_t:786 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.976 +2026-01-07 11:26:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1007.70 total_reward_ma:392.10 loss:-0.01418 fps:993.7 +frame:7.90e+05 wall_t:795 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.014 +2026-01-07 11:26:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1028.60 total_reward_ma:400.05 loss:-0.01463 fps:993.8 +frame:8.00e+05 wall_t:805 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.919 +2026-01-07 11:26:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1021.95 total_reward_ma:407.73 loss:-0.01452 fps:993.9 +frame:8.10e+05 wall_t:815 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.9314 +2026-01-07 11:27:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1058.75 total_reward_ma:415.67 loss:-0.01271 fps:993.9 +frame:8.20e+05 wall_t:825 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.9185 +2026-01-07 11:27:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1082.80 total_reward_ma:423.71 loss:-0.008633 fps:995.2 +frame:8.30e+05 wall_t:834 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.9525 +2026-01-07 11:27:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1111.50 total_reward_ma:431.90 loss:-0.02018 fps:995.3 +frame:8.40e+05 wall_t:844 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.017 +2026-01-07 11:27:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1090.75 total_reward_ma:439.65 loss:-0.009751 fps:995.3 +frame:8.50e+05 wall_t:854 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.944 +2026-01-07 11:27:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1101.15 total_reward_ma:447.34 loss:-0.01609 fps:995.4 +frame:8.60e+05 wall_t:864 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.8677 +2026-01-07 11:27:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1080.85 total_reward_ma:454.62 loss:-0.008892 fps:996.6 +frame:8.70e+05 wall_t:873 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.9994 +2026-01-07 11:28:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1094.80 total_reward_ma:461.90 loss:-0.01095 fps:996.6 +frame:8.80e+05 wall_t:883 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.002 +2026-01-07 11:28:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1086.00 total_reward_ma:468.91 loss:-0.005908 fps:995.5 +frame:8.90e+05 wall_t:894 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.9835 +2026-01-07 11:28:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1072.60 total_reward_ma:475.62 loss:-0.01402 fps:995.6 +frame:9.00e+05 wall_t:904 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.019 +2026-01-07 11:28:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1043.70 total_reward_ma:481.86 loss:-0.007996 fps:995.6 +frame:9.10e+05 wall_t:914 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.037 +2026-01-07 11:28:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1008.55 total_reward_ma:487.58 loss:-0.01586 fps:995.7 +frame:9.20e+05 wall_t:924 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.048 +2026-01-07 11:28:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1000.60 total_reward_ma:493.10 loss:-0.01585 fps:995.7 +frame:9.30e+05 wall_t:934 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.052 +2026-01-07 11:29:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1013.10 total_reward_ma:498.63 loss:-0.01539 fps:996.8 +frame:9.40e+05 wall_t:943 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.07 +2026-01-07 11:29:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1015.45 total_reward_ma:504.07 loss:-0.01183 fps:996.9 +frame:9.50e+05 wall_t:953 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.9851 +2026-01-07 11:29:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1000.70 total_reward_ma:509.25 loss:-0.01271 fps:995.9 +frame:9.60e+05 wall_t:964 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.036 +2026-01-07 11:29:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:973.85 total_reward_ma:514.04 loss:-0.02082 fps:995.9 +frame:9.70e+05 wall_t:974 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.145 +2026-01-07 11:29:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:946.85 total_reward_ma:518.45 loss:-0.01248 fps:995.9 +frame:9.80e+05 wall_t:984 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.116 +2026-01-07 11:29:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1003.80 total_reward_ma:523.35 loss:-0.01661 fps:996 +frame:9.90e+05 wall_t:994 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.089 +2026-01-07 11:30:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1028.10 total_reward_ma:528.40 loss:-0.01513 fps:996 +frame:1.00e+06 wall_t:1004 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.07 +2026-01-07 11:30:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1053.20 total_reward_ma:537.91 loss:-0.01612 fps:996.1 +frame:1.01e+06 wall_t:1014 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.049 +2026-01-07 11:30:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1038.60 total_reward_ma:546.87 loss:-0.01529 fps:995.1 +frame:1.02e+06 wall_t:1025 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.083 +2026-01-07 11:30:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:998.20 total_reward_ma:555.44 loss:-0.01217 fps:996.1 +frame:1.03e+06 wall_t:1034 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.072 +2026-01-07 11:30:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1015.50 total_reward_ma:564.13 loss:-0.01843 fps:996.2 +frame:1.04e+06 wall_t:1044 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.095 +2026-01-07 11:30:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1032.05 total_reward_ma:572.96 loss:-0.01019 fps:996.2 +frame:1.05e+06 wall_t:1054 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.063 +2026-01-07 11:31:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1076.00 total_reward_ma:582.21 loss:-0.01256 fps:996.2 +frame:1.06e+06 wall_t:1064 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.087 +2026-01-07 11:31:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1076.00 total_reward_ma:591.37 loss:-0.01732 fps:995.3 +frame:1.07e+06 wall_t:1075 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.119 +2026-01-07 11:31:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1130.45 total_reward_ma:601.10 loss:-0.01369 fps:995.4 +frame:1.08e+06 wall_t:1085 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.9785 +2026-01-07 11:31:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1153.80 total_reward_ma:611.03 loss:-0.01175 fps:995.4 +frame:1.09e+06 wall_t:1095 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.031 +2026-01-07 11:31:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1154.80 total_reward_ma:620.90 loss:-0.006944 fps:995.5 +frame:1.10e+06 wall_t:1105 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.055 +2026-01-07 11:31:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1236.40 total_reward_ma:631.51 loss:-0.01665 fps:996.4 +frame:1.11e+06 wall_t:1114 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.003 +2026-01-07 11:32:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1253.10 total_reward_ma:642.25 loss:-0.01233 fps:996.4 +frame:1.12e+06 wall_t:1124 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.097 +2026-01-07 11:32:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1253.10 total_reward_ma:652.90 loss:-0.01554 fps:995.6 +frame:1.13e+06 wall_t:1135 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.076 +2026-01-07 11:32:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1288.35 total_reward_ma:663.88 loss:-0.01238 fps:996.5 +frame:1.14e+06 wall_t:1144 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.132 +2026-01-07 11:32:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1303.10 total_reward_ma:674.91 loss:-0.0184 fps:996.5 +frame:1.15e+06 wall_t:1154 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.155 +2026-01-07 11:32:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1333.55 total_reward_ma:686.22 loss:-0.01253 fps:996.6 +frame:1.16e+06 wall_t:1164 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.108 +2026-01-07 11:32:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1434.40 total_reward_ma:698.41 loss:-0.01866 fps:996.6 +frame:1.17e+06 wall_t:1174 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.078 +2026-01-07 11:33:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1470.70 total_reward_ma:710.92 loss:-0.01846 fps:997.5 +frame:1.18e+06 wall_t:1183 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.065 +2026-01-07 11:33:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1505.80 total_reward_ma:723.83 loss:-0.01209 fps:997.5 +frame:1.19e+06 wall_t:1193 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.07 +2026-01-07 11:33:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1486.05 total_reward_ma:736.51 loss:-0.007261 fps:998.3 +frame:1.20e+06 wall_t:1202 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.072 +2026-01-07 11:33:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1515.75 total_reward_ma:749.40 loss:-0.01847 fps:998.3 +frame:1.21e+06 wall_t:1212 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.027 +2026-01-07 11:33:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1494.30 total_reward_ma:762.14 loss:-0.02037 fps:998.4 +frame:1.22e+06 wall_t:1222 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.058 +2026-01-07 11:33:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1503.85 total_reward_ma:774.94 loss:-0.009606 fps:998.4 +frame:1.23e+06 wall_t:1232 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.956 +2026-01-07 11:34:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1573.35 total_reward_ma:788.45 loss:-0.01885 fps:998.4 +frame:1.24e+06 wall_t:1242 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.002 +2026-01-07 11:34:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1610.65 total_reward_ma:802.34 loss:-0.01127 fps:998.4 +frame:1.25e+06 wall_t:1252 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.052 +2026-01-07 11:34:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1625.30 total_reward_ma:816.31 loss:-0.01001 fps:999.2 +frame:1.26e+06 wall_t:1261 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.021 +2026-01-07 11:34:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1643.15 total_reward_ma:830.41 loss:-0.009755 fps:1000 +frame:1.27e+06 wall_t:1270 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.9713 +2026-01-07 11:34:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1667.70 total_reward_ma:844.64 loss:-0.01577 fps:1000 +frame:1.28e+06 wall_t:1280 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.9678 +2026-01-07 11:34:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1658.00 total_reward_ma:858.66 loss:-0.004078 fps:1001 +frame:1.29e+06 wall_t:1289 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1 +2026-01-07 11:35:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1680.95 total_reward_ma:872.81 loss:-0.0165 fps:1001 +frame:1.30e+06 wall_t:1299 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.027 +2026-01-07 11:35:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1697.50 total_reward_ma:887.18 loss:-0.006565 fps:1001 +frame:1.31e+06 wall_t:1309 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.9971 +2026-01-07 11:35:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1757.95 total_reward_ma:902.02 loss:-0.01618 fps:1001 +frame:1.32e+06 wall_t:1319 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.9806 +2026-01-07 11:35:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1749.55 total_reward_ma:916.50 loss:-0.01101 fps:1002 +frame:1.33e+06 wall_t:1328 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.9386 +2026-01-07 11:35:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1847.00 total_reward_ma:931.86 loss:-0.009854 fps:1001 +frame:1.34e+06 wall_t:1338 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.001 +2026-01-07 11:35:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1918.50 total_reward_ma:948.03 loss:-0.01481 fps:1002 +frame:1.35e+06 wall_t:1347 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.009 +2026-01-07 11:36:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1912.75 total_reward_ma:964.07 loss:-0.007635 fps:1002 +frame:1.36e+06 wall_t:1357 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.9467 +2026-01-07 11:36:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1819.25 total_reward_ma:979.06 loss:-0.008539 fps:1003 +frame:1.37e+06 wall_t:1366 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.9659 +2026-01-07 11:36:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1851.35 total_reward_ma:994.22 loss:-0.01104 fps:1004 +frame:1.38e+06 wall_t:1375 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.9506 +2026-01-07 11:36:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1734.20 total_reward_ma:1008.26 loss:-0.01193 fps:1004 +frame:1.39e+06 wall_t:1385 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.04 +2026-01-07 11:36:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1710.10 total_reward_ma:1022.00 loss:-0.005617 fps:1004 +frame:1.40e+06 wall_t:1394 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.021 +2026-01-07 11:36:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1746.30 total_reward_ma:1036.25 loss:-0.01185 fps:1004 +frame:1.41e+06 wall_t:1404 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.021 +2026-01-07 11:36:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1774.10 total_reward_ma:1050.60 loss:-0.006125 fps:1004 +frame:1.42e+06 wall_t:1414 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.026 +2026-01-07 11:37:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1817.60 total_reward_ma:1065.29 loss:-0.01319 fps:1004 +frame:1.43e+06 wall_t:1424 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.071 +2026-01-07 11:37:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1802.40 total_reward_ma:1079.77 loss:-0.005572 fps:1005 +frame:1.44e+06 wall_t:1433 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.9415 +2026-01-07 11:37:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1854.80 total_reward_ma:1094.72 loss:-0.01171 fps:1005 +frame:1.45e+06 wall_t:1443 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.022 +2026-01-07 11:37:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1904.95 total_reward_ma:1110.11 loss:-0.007857 fps:1006 +frame:1.46e+06 wall_t:1451 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.022 +2026-01-07 11:37:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1911.55 total_reward_ma:1125.52 loss:-0.01577 fps:1006 +frame:1.47e+06 wall_t:1461 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.9847 +2026-01-07 11:37:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1901.35 total_reward_ma:1140.85 loss:-0.007205 fps:1007 +frame:1.48e+06 wall_t:1470 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.9731 +2026-01-07 11:38:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1881.45 total_reward_ma:1156.03 loss:-0.008865 fps:1007 +frame:1.49e+06 wall_t:1480 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.052 +2026-01-07 11:38:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1855.55 total_reward_ma:1171.00 loss:-0.01225 fps:1007 +frame:1.50e+06 wall_t:1490 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.009 +2026-01-07 11:38:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1885.00 total_reward_ma:1185.89 loss:-0.01198 fps:1007 +frame:1.51e+06 wall_t:1500 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.025 +2026-01-07 11:38:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1879.85 total_reward_ma:1200.68 loss:-0.005887 fps:1007 +frame:1.52e+06 wall_t:1509 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.049 +2026-01-07 11:38:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1817.90 total_reward_ma:1215.02 loss:-0.01023 fps:1007 +frame:1.53e+06 wall_t:1519 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.056 +2026-01-07 11:38:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1831.10 total_reward_ma:1228.74 loss:-0.01207 fps:1008 +frame:1.54e+06 wall_t:1528 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.9484 +2026-01-07 11:39:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1727.25 total_reward_ma:1241.46 loss:-0.01297 fps:1008 +frame:1.55e+06 wall_t:1537 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.037 +2026-01-07 11:39:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1734.45 total_reward_ma:1253.95 loss:-0.006104 fps:1008 +frame:1.56e+06 wall_t:1547 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.041 +2026-01-07 11:39:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1711.65 total_reward_ma:1266.23 loss:-0.005978 fps:1008 +frame:1.57e+06 wall_t:1557 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.966 +2026-01-07 11:39:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1791.60 total_reward_ma:1279.23 loss:-0.004261 fps:1009 +frame:1.58e+06 wall_t:1566 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.038 +2026-01-07 11:39:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1830.30 total_reward_ma:1292.42 loss:-0.002414 fps:1009 +frame:1.59e+06 wall_t:1576 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.9827 +2026-01-07 11:39:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1799.70 total_reward_ma:1304.90 loss:-0.002362 fps:1009 +frame:1.60e+06 wall_t:1586 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.9253 +2026-01-07 11:39:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1872.65 total_reward_ma:1318.10 loss:-0.0147 fps:1009 +frame:1.61e+06 wall_t:1595 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.039 +2026-01-07 11:40:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1883.05 total_reward_ma:1331.12 loss:-0.01731 fps:1009 +frame:1.62e+06 wall_t:1605 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.065 +2026-01-07 11:40:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1860.95 total_reward_ma:1343.78 loss:-0.002511 fps:1010 +frame:1.63e+06 wall_t:1614 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.073 +2026-01-07 11:40:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1858.55 total_reward_ma:1356.48 loss:-0.01597 fps:1010 +frame:1.64e+06 wall_t:1623 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.098 +2026-01-07 11:40:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1897.05 total_reward_ma:1369.82 loss:-0.01997 fps:1010 +frame:1.65e+06 wall_t:1633 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.096 +2026-01-07 11:40:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1839.40 total_reward_ma:1382.18 loss:-0.01346 fps:1010 +frame:1.66e+06 wall_t:1643 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.095 +2026-01-07 11:40:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1871.20 total_reward_ma:1394.38 loss:-0.01632 fps:1010 +frame:1.67e+06 wall_t:1653 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.03 +2026-01-07 11:41:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1813.40 total_reward_ma:1405.68 loss:0.001179 fps:1010 +frame:1.68e+06 wall_t:1663 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.069 +2026-01-07 11:41:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1813.15 total_reward_ma:1416.60 loss:-0.01954 fps:1010 +frame:1.69e+06 wall_t:1673 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.027 +2026-01-07 11:41:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1751.75 total_reward_ma:1427.14 loss:-0.01426 fps:1011 +frame:1.70e+06 wall_t:1682 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.9774 +2026-01-07 11:41:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1750.60 total_reward_ma:1437.14 loss:-0.00678 fps:1011 +frame:1.71e+06 wall_t:1691 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.022 +2026-01-07 11:41:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1677.20 total_reward_ma:1446.28 loss:-0.01539 fps:1011 +frame:1.72e+06 wall_t:1701 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.064 +2026-01-07 11:41:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1680.80 total_reward_ma:1455.51 loss:-0.009461 fps:1011 +frame:1.73e+06 wall_t:1711 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.067 +2026-01-07 11:42:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1679.05 total_reward_ma:1463.94 loss:-0.008476 fps:1011 +frame:1.74e+06 wall_t:1721 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.087 +2026-01-07 11:42:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1653.50 total_reward_ma:1471.95 loss:-0.01249 fps:1011 +frame:1.75e+06 wall_t:1731 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.08 +2026-01-07 11:42:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1560.10 total_reward_ma:1478.70 loss:-0.01077 fps:1011 +frame:1.76e+06 wall_t:1740 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.076 +2026-01-07 11:42:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1636.35 total_reward_ma:1486.11 loss:-0.01063 fps:1011 +frame:1.77e+06 wall_t:1750 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.07 +2026-01-07 11:42:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1678.30 total_reward_ma:1493.72 loss:-0.003949 fps:1012 +frame:1.78e+06 wall_t:1759 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.045 +2026-01-07 11:42:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1641.80 total_reward_ma:1500.06 loss:-0.01742 fps:1012 +frame:1.79e+06 wall_t:1769 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.045 +2026-01-07 11:43:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1637.10 total_reward_ma:1506.15 loss:-0.01333 fps:1012 +frame:1.80e+06 wall_t:1778 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.004 +2026-01-07 11:43:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1586.65 total_reward_ma:1511.80 loss:-0.007224 fps:1012 +frame:1.81e+06 wall_t:1788 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.043 +2026-01-07 11:43:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1637.05 total_reward_ma:1517.58 loss:-0.01879 fps:1013 +frame:1.82e+06 wall_t:1797 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.05 +2026-01-07 11:43:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1694.15 total_reward_ma:1523.69 loss:-0.001284 fps:1013 +frame:1.83e+06 wall_t:1806 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.063 +2026-01-07 11:43:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1693.95 total_reward_ma:1529.52 loss:-0.01415 fps:1013 +frame:1.84e+06 wall_t:1816 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.022 +2026-01-07 11:43:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1700.30 total_reward_ma:1535.61 loss:-0.002176 fps:1013 +frame:1.85e+06 wall_t:1826 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.027 +2026-01-07 11:43:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1752.20 total_reward_ma:1542.12 loss:-0.007585 fps:1013 +frame:1.86e+06 wall_t:1836 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.007 +2026-01-07 11:44:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1810.55 total_reward_ma:1549.42 loss:-0.004277 fps:1014 +frame:1.87e+06 wall_t:1845 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.018 +2026-01-07 11:44:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1779.45 total_reward_ma:1556.27 loss:-0.02031 fps:1014 +frame:1.88e+06 wall_t:1854 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.9561 +2026-01-07 11:44:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1834.20 total_reward_ma:1563.75 loss:-0.00671 fps:1014 +frame:1.89e+06 wall_t:1863 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.029 +2026-01-07 11:44:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1842.00 total_reward_ma:1571.44 loss:-0.01021 fps:1014 +frame:1.90e+06 wall_t:1873 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.011 +2026-01-07 11:44:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:1963.30 total_reward_ma:1580.64 loss:0.000246 fps:1015 +frame:1.91e+06 wall_t:1882 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.041 +2026-01-07 11:44:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2105.70 total_reward_ma:1591.61 loss:-0.003689 fps:1015 +frame:1.92e+06 wall_t:1892 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.013 +2026-01-07 11:45:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2236.00 total_reward_ma:1603.96 loss:-0.009649 fps:1015 +frame:1.93e+06 wall_t:1901 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.003 +2026-01-07 11:45:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2341.30 total_reward_ma:1617.25 loss:-0.009245 fps:1015 +frame:1.94e+06 wall_t:1911 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.9507 +2026-01-07 11:45:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2324.85 total_reward_ma:1630.34 loss:-0.01585 fps:1015 +frame:1.95e+06 wall_t:1921 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.9472 +2026-01-07 11:45:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2397.80 total_reward_ma:1644.31 loss:-0.00251 fps:1016 +frame:1.96e+06 wall_t:1930 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.061 +2026-01-07 11:45:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2434.50 total_reward_ma:1658.92 loss:-0.009993 fps:1015 +frame:1.97e+06 wall_t:1940 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.9464 +2026-01-07 11:45:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2455.95 total_reward_ma:1674.01 loss:-0.005549 fps:1015 +frame:1.98e+06 wall_t:1950 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.065 +2026-01-07 11:46:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2522.55 total_reward_ma:1689.20 loss:-0.01117 fps:1016 +frame:1.99e+06 wall_t:1959 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.9416 +2026-01-07 11:46:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2546.95 total_reward_ma:1704.39 loss:-0.002798 fps:1016 +frame:2.00e+06 wall_t:1969 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.9436 +2026-01-07 11:46:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2604.80 total_reward_ma:1719.90 loss:-0.01014 fps:1016 +frame:2.01e+06 wall_t:1978 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.8295 +2026-01-07 11:46:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2667.75 total_reward_ma:1736.19 loss:-0.01526 fps:1017 +frame:2.02e+06 wall_t:1987 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.9179 +2026-01-07 11:46:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2671.75 total_reward_ma:1752.93 loss:-0.001576 fps:1017 +frame:2.03e+06 wall_t:1997 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.8934 +2026-01-07 11:46:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2630.20 total_reward_ma:1769.07 loss:-0.002721 fps:1016 +frame:2.04e+06 wall_t:2007 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.9008 +2026-01-07 11:46:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2674.80 total_reward_ma:1785.50 loss:-0.003148 fps:1017 +frame:2.05e+06 wall_t:2015 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.9055 +2026-01-07 11:47:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2743.70 total_reward_ma:1802.18 loss:-0.008381 fps:1017 +frame:2.06e+06 wall_t:2025 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.8407 +2026-01-07 11:47:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2768.40 total_reward_ma:1819.10 loss:0.001578 fps:1018 +frame:2.07e+06 wall_t:2034 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.8098 +2026-01-07 11:47:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2814.50 total_reward_ma:1835.94 loss:0.005041 fps:1018 +frame:2.08e+06 wall_t:2044 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.8449 +2026-01-07 11:47:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2808.80 total_reward_ma:1852.49 loss:0.000309 fps:1018 +frame:2.09e+06 wall_t:2053 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.8052 +2026-01-07 11:47:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2833.85 total_reward_ma:1869.28 loss:0.000291 fps:1018 +frame:2.10e+06 wall_t:2063 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.804 +2026-01-07 11:47:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2851.80 total_reward_ma:1885.44 loss:-0.01055 fps:1018 +frame:2.11e+06 wall_t:2073 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.8457 +2026-01-07 11:48:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2776.55 total_reward_ma:1900.67 loss:0.003691 fps:1018 +frame:2.12e+06 wall_t:2083 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.8937 +2026-01-07 11:48:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2747.55 total_reward_ma:1915.62 loss:-0.01137 fps:1018 +frame:2.13e+06 wall_t:2093 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.9767 +2026-01-07 11:48:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2759.40 total_reward_ma:1930.33 loss:-0.005818 fps:1018 +frame:2.14e+06 wall_t:2102 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.8881 +2026-01-07 11:48:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2645.85 total_reward_ma:1943.76 loss:-0.001571 fps:1018 +frame:2.15e+06 wall_t:2112 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.9068 +2026-01-07 11:48:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2605.40 total_reward_ma:1956.47 loss:-0.005929 fps:1018 +frame:2.16e+06 wall_t:2122 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.9586 +2026-01-07 11:48:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2527.25 total_reward_ma:1967.40 loss:-0.009629 fps:1018 +frame:2.17e+06 wall_t:2131 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.8822 +2026-01-07 11:49:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2499.20 total_reward_ma:1977.69 loss:-0.004818 fps:1018 +frame:2.18e+06 wall_t:2141 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.8662 +2026-01-07 11:49:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2392.05 total_reward_ma:1986.55 loss:-0.005465 fps:1018 +frame:2.19e+06 wall_t:2151 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.9416 +2026-01-07 11:49:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2489.15 total_reward_ma:1996.58 loss:-0.005239 fps:1019 +frame:2.20e+06 wall_t:2160 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.01 +2026-01-07 11:49:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2527.85 total_reward_ma:2006.70 loss:-0.01219 fps:1018 +frame:2.21e+06 wall_t:2170 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.9826 +2026-01-07 11:49:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2475.50 total_reward_ma:2016.51 loss:0.01161 fps:1019 +frame:2.22e+06 wall_t:2179 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.9175 +2026-01-07 11:49:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2503.65 total_reward_ma:2026.51 loss:-0.01393 fps:1019 +frame:2.23e+06 wall_t:2189 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.9522 +2026-01-07 11:50:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2482.45 total_reward_ma:2035.60 loss:-0.00625 fps:1019 +frame:2.24e+06 wall_t:2199 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.9202 +2026-01-07 11:50:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2438.05 total_reward_ma:2043.88 loss:-0.01256 fps:1019 +frame:2.25e+06 wall_t:2209 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.8343 +2026-01-07 11:50:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2396.70 total_reward_ma:2051.59 loss:-0.003506 fps:1018 +frame:2.26e+06 wall_t:2219 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.8974 +2026-01-07 11:50:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2392.55 total_reward_ma:2059.08 loss:-0.008609 fps:1018 +frame:2.27e+06 wall_t:2229 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.8836 +2026-01-07 11:50:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2421.95 total_reward_ma:2066.63 loss:-0.001868 fps:1018 +frame:2.28e+06 wall_t:2239 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.9802 +2026-01-07 11:50:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2340.05 total_reward_ma:2073.45 loss:-0.01204 fps:1018 +frame:2.29e+06 wall_t:2249 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.9517 +2026-01-07 11:51:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2372.65 total_reward_ma:2080.37 loss:-0.006506 fps:1018 +frame:2.30e+06 wall_t:2259 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.9259 +2026-01-07 11:51:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2358.05 total_reward_ma:2086.97 loss:-0.009758 fps:1019 +frame:2.31e+06 wall_t:2268 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.9703 +2026-01-07 11:51:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2364.65 total_reward_ma:2093.04 loss:-0.009253 fps:1018 +frame:2.32e+06 wall_t:2278 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.9384 +2026-01-07 11:51:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2338.60 total_reward_ma:2098.93 loss:0.005541 fps:1018 +frame:2.33e+06 wall_t:2288 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.911 +2026-01-07 11:51:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2184.35 total_reward_ma:2102.30 loss:-0.001797 fps:1019 +frame:2.34e+06 wall_t:2297 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9607 +2026-01-07 11:51:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2186.15 total_reward_ma:2104.98 loss:0.0001088 fps:1019 +frame:2.35e+06 wall_t:2307 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.9938 +2026-01-07 11:52:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2193.10 total_reward_ma:2107.78 loss:-0.01174 fps:1019 +frame:2.36e+06 wall_t:2317 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.951 +2026-01-07 11:52:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2248.20 total_reward_ma:2112.07 loss:0.003394 fps:1018 +frame:2.37e+06 wall_t:2327 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.015 +2026-01-07 11:52:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2224.60 total_reward_ma:2115.80 loss:-0.007231 fps:1018 +frame:2.38e+06 wall_t:2337 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.031 +2026-01-07 11:52:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2299.40 total_reward_ma:2121.46 loss:0.0008457 fps:1019 +frame:2.39e+06 wall_t:2346 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.9936 +2026-01-07 11:52:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2332.20 total_reward_ma:2127.68 loss:-0.01029 fps:1019 +frame:2.40e+06 wall_t:2356 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.9312 +2026-01-07 11:52:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2332.80 total_reward_ma:2133.54 loss:-0.01066 fps:1019 +frame:2.41e+06 wall_t:2366 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9325 +2026-01-07 11:52:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2364.35 total_reward_ma:2139.44 loss:-0.006554 fps:1019 +frame:2.42e+06 wall_t:2375 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.8621 +2026-01-07 11:53:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2318.60 total_reward_ma:2144.45 loss:-0.008962 fps:1019 +frame:2.43e+06 wall_t:2385 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.9234 +2026-01-07 11:53:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2297.65 total_reward_ma:2149.41 loss:-0.0126 fps:1019 +frame:2.44e+06 wall_t:2395 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.9329 +2026-01-07 11:53:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2307.55 total_reward_ma:2153.93 loss:0.004049 fps:1019 +frame:2.45e+06 wall_t:2405 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.9265 +2026-01-07 11:53:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2289.45 total_reward_ma:2157.78 loss:-0.01052 fps:1019 +frame:2.46e+06 wall_t:2414 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.8824 +2026-01-07 11:53:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2398.45 total_reward_ma:2162.65 loss:-0.01155 fps:1019 +frame:2.47e+06 wall_t:2424 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.9207 +2026-01-07 11:53:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2387.85 total_reward_ma:2167.51 loss:-0.009525 fps:1019 +frame:2.48e+06 wall_t:2433 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.8751 +2026-01-07 11:54:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2454.00 total_reward_ma:2173.24 loss:0.00104 fps:1019 +frame:2.49e+06 wall_t:2443 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9096 +2026-01-07 11:54:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2465.85 total_reward_ma:2179.34 loss:0.002178 fps:1019 +frame:2.50e+06 wall_t:2453 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.9139 +2026-01-07 11:54:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2610.95 total_reward_ma:2186.60 loss:-0.01221 fps:1019 +frame:2.51e+06 wall_t:2463 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.9103 +2026-01-07 11:54:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2649.90 total_reward_ma:2194.30 loss:-0.003002 fps:1019 +frame:2.52e+06 wall_t:2473 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.9067 +2026-01-07 11:54:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2693.30 total_reward_ma:2203.06 loss:0.01068 fps:1019 +frame:2.53e+06 wall_t:2482 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.872 +2026-01-07 11:54:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2781.05 total_reward_ma:2212.55 loss:0.002946 fps:1019 +frame:2.54e+06 wall_t:2492 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.8671 +2026-01-07 11:55:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2901.30 total_reward_ma:2224.30 loss:-0.0124 fps:1020 +frame:2.55e+06 wall_t:2501 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.9563 +2026-01-07 11:55:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3002.05 total_reward_ma:2236.97 loss:-0.001401 fps:1020 +frame:2.56e+06 wall_t:2511 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.9537 +2026-01-07 11:55:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3069.95 total_reward_ma:2250.55 loss:0.005599 fps:1020 +frame:2.57e+06 wall_t:2519 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.9433 +2026-01-07 11:55:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3081.60 total_reward_ma:2263.45 loss:0.004983 fps:1020 +frame:2.58e+06 wall_t:2529 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.8995 +2026-01-07 11:55:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3066.90 total_reward_ma:2275.82 loss:-0.0003841 fps:1020 +frame:2.59e+06 wall_t:2539 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.8878 +2026-01-07 11:55:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3167.00 total_reward_ma:2289.49 loss:-0.0004362 fps:1020 +frame:2.60e+06 wall_t:2549 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.8707 +2026-01-07 11:56:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3208.40 total_reward_ma:2302.85 loss:-0.002778 fps:1020 +frame:2.61e+06 wall_t:2558 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.8801 +2026-01-07 11:56:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3228.90 total_reward_ma:2316.31 loss:-0.00813 fps:1021 +frame:2.62e+06 wall_t:2567 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9211 +2026-01-07 11:56:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3246.65 total_reward_ma:2330.17 loss:-0.006637 fps:1021 +frame:2.63e+06 wall_t:2577 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.9512 +2026-01-07 11:56:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3360.40 total_reward_ma:2345.19 loss:0.003615 fps:1020 +frame:2.64e+06 wall_t:2587 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.8708 +2026-01-07 11:56:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3339.70 total_reward_ma:2359.61 loss:0.0008188 fps:1021 +frame:2.65e+06 wall_t:2596 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.9057 +2026-01-07 11:56:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3294.60 total_reward_ma:2374.16 loss:-0.009617 fps:1021 +frame:2.66e+06 wall_t:2605 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.8271 +2026-01-07 11:56:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3319.45 total_reward_ma:2388.65 loss:-0.007791 fps:1021 +frame:2.67e+06 wall_t:2615 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.9062 +2026-01-07 11:57:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3273.95 total_reward_ma:2403.25 loss:-0.006137 fps:1021 +frame:2.68e+06 wall_t:2624 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9186 +2026-01-07 11:57:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3356.35 total_reward_ma:2418.68 loss:0.0001144 fps:1021 +frame:2.69e+06 wall_t:2634 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.8627 +2026-01-07 11:57:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3326.20 total_reward_ma:2434.43 loss:-0.008251 fps:1021 +frame:2.70e+06 wall_t:2644 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.8973 +2026-01-07 11:57:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3309.45 total_reward_ma:2450.02 loss:-0.01535 fps:1021 +frame:2.71e+06 wall_t:2653 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.9152 +2026-01-07 11:57:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3336.50 total_reward_ma:2466.61 loss:-0.002977 fps:1021 +frame:2.72e+06 wall_t:2663 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9662 +2026-01-07 11:57:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3434.35 total_reward_ma:2484.15 loss:-0.009716 fps:1021 +frame:2.73e+06 wall_t:2673 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.9503 +2026-01-07 11:58:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3396.25 total_reward_ma:2501.32 loss:-0.01173 fps:1022 +frame:2.74e+06 wall_t:2682 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8847 +2026-01-07 11:58:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3498.05 total_reward_ma:2519.76 loss:0.00866 fps:1022 +frame:2.75e+06 wall_t:2692 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.8566 +2026-01-07 11:58:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3427.50 total_reward_ma:2538.44 loss:-0.003008 fps:1021 +frame:2.76e+06 wall_t:2702 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.8459 +2026-01-07 11:58:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3394.90 total_reward_ma:2556.02 loss:-0.004289 fps:1021 +frame:2.77e+06 wall_t:2712 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.9401 +2026-01-07 11:58:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3413.50 total_reward_ma:2573.37 loss:-0.007023 fps:1021 +frame:2.78e+06 wall_t:2722 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.9286 +2026-01-07 11:58:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3317.85 total_reward_ma:2590.13 loss:-0.004128 fps:1022 +frame:2.79e+06 wall_t:2731 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.8734 +2026-01-07 11:59:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3247.25 total_reward_ma:2606.24 loss:-0.007589 fps:1022 +frame:2.80e+06 wall_t:2741 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.006 +2026-01-07 11:59:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3223.90 total_reward_ma:2622.61 loss:-0.01084 fps:1021 +frame:2.81e+06 wall_t:2751 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.028 +2026-01-07 11:59:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3185.00 total_reward_ma:2638.09 loss:-0.004201 fps:1021 +frame:2.82e+06 wall_t:2761 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.903 +2026-01-07 11:59:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:2987.80 total_reward_ma:2651.02 loss:0.002179 fps:1021 +frame:2.83e+06 wall_t:2771 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.9323 +2026-01-07 11:59:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3068.05 total_reward_ma:2664.77 loss:-0.009394 fps:1021 +frame:2.84e+06 wall_t:2781 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.9146 +2026-01-07 11:59:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3010.25 total_reward_ma:2677.86 loss:0.01319 fps:1021 +frame:2.85e+06 wall_t:2791 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.9184 +2026-01-07 12:00:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3102.85 total_reward_ma:2691.37 loss:0.0007103 fps:1021 +frame:2.86e+06 wall_t:2801 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.8982 +2026-01-07 12:00:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3005.80 total_reward_ma:2703.32 loss:3.777e-06 fps:1021 +frame:2.87e+06 wall_t:2811 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.9609 +2026-01-07 12:00:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3025.35 total_reward_ma:2715.78 loss:-0.01027 fps:1021 +frame:2.88e+06 wall_t:2822 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.9526 +2026-01-07 12:00:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3080.85 total_reward_ma:2728.25 loss:-0.01087 fps:1020 +frame:2.89e+06 wall_t:2832 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.8893 +2026-01-07 12:00:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3120.55 total_reward_ma:2741.03 loss:0.00627 fps:1020 +frame:2.90e+06 wall_t:2842 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8989 +2026-01-07 12:00:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3128.90 total_reward_ma:2752.69 loss:-0.002226 fps:1021 +frame:2.91e+06 wall_t:2851 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.9164 +2026-01-07 12:01:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3178.80 total_reward_ma:2763.42 loss:-0.005029 fps:1021 +frame:2.92e+06 wall_t:2860 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.8469 +2026-01-07 12:01:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3229.60 total_reward_ma:2773.36 loss:0.005294 fps:1021 +frame:2.93e+06 wall_t:2870 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.9037 +2026-01-07 12:01:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3401.70 total_reward_ma:2783.96 loss:0.0007812 fps:1021 +frame:2.94e+06 wall_t:2880 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.8858 +2026-01-07 12:01:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3320.45 total_reward_ma:2793.92 loss:-0.007791 fps:1021 +frame:2.95e+06 wall_t:2890 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.8659 +2026-01-07 12:01:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3301.45 total_reward_ma:2802.95 loss:-0.0008756 fps:1021 +frame:2.96e+06 wall_t:2899 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.8895 +2026-01-07 12:01:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3362.30 total_reward_ma:2812.23 loss:-0.006293 fps:1021 +frame:2.97e+06 wall_t:2909 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.8647 +2026-01-07 12:02:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3300.60 total_reward_ma:2820.68 loss:0.003281 fps:1021 +frame:2.98e+06 wall_t:2919 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.8427 +2026-01-07 12:02:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3399.50 total_reward_ma:2829.45 loss:-0.00366 fps:1021 +frame:2.99e+06 wall_t:2928 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.9054 +2026-01-07 12:02:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3509.05 total_reward_ma:2839.07 loss:-0.009948 fps:1021 +frame:3.00e+06 wall_t:2938 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.9147 +2026-01-07 12:02:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3530.45 total_reward_ma:2848.33 loss:-0.002557 fps:1021 +frame:3.01e+06 wall_t:2947 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8664 +2026-01-07 12:02:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3522.85 total_reward_ma:2856.88 loss:0.0002749 fps:1021 +frame:3.02e+06 wall_t:2957 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9421 +2026-01-07 12:02:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3480.10 total_reward_ma:2864.96 loss:0.001844 fps:1022 +frame:3.03e+06 wall_t:2966 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.9645 +2026-01-07 12:02:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3554.35 total_reward_ma:2874.20 loss:-0.007648 fps:1022 +frame:3.04e+06 wall_t:2976 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.9336 +2026-01-07 12:03:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3552.80 total_reward_ma:2882.98 loss:-0.002882 fps:1021 +frame:3.05e+06 wall_t:2986 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.914 +2026-01-07 12:03:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3563.05 total_reward_ma:2891.18 loss:-0.01051 fps:1022 +frame:3.06e+06 wall_t:2995 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.9983 +2026-01-07 12:03:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3602.30 total_reward_ma:2899.51 loss:0.0001632 fps:1022 +frame:3.07e+06 wall_t:3005 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.8945 +2026-01-07 12:03:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3614.40 total_reward_ma:2907.51 loss:-0.006004 fps:1022 +frame:3.08e+06 wall_t:3014 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.9089 +2026-01-07 12:03:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3655.00 total_reward_ma:2915.98 loss:7.137e-05 fps:1022 +frame:3.09e+06 wall_t:3024 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.8962 +2026-01-07 12:03:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3655.00 total_reward_ma:2924.19 loss:0.007637 fps:1022 +frame:3.10e+06 wall_t:3033 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.8949 +2026-01-07 12:04:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3711.00 total_reward_ma:2932.78 loss:-0.00437 fps:1022 +frame:3.11e+06 wall_t:3043 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.9132 +2026-01-07 12:04:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3770.75 total_reward_ma:2942.72 loss:-0.007647 fps:1022 +frame:3.12e+06 wall_t:3053 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.8937 +2026-01-07 12:04:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3789.90 total_reward_ma:2953.14 loss:0.007711 fps:1022 +frame:3.13e+06 wall_t:3063 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.8537 +2026-01-07 12:04:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3742.90 total_reward_ma:2962.98 loss:-0.006883 fps:1022 +frame:3.14e+06 wall_t:3072 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.895 +2026-01-07 12:04:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3814.30 total_reward_ma:2974.66 loss:0.00362 fps:1022 +frame:3.15e+06 wall_t:3082 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8128 +2026-01-07 12:04:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3925.25 total_reward_ma:2987.86 loss:-0.007121 fps:1022 +frame:3.16e+06 wall_t:3091 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.8062 +2026-01-07 12:05:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3939.80 total_reward_ma:3001.99 loss:-0.006763 fps:1022 +frame:3.17e+06 wall_t:3101 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8767 +2026-01-07 12:05:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:3986.40 total_reward_ma:3016.86 loss:0.00329 fps:1022 +frame:3.18e+06 wall_t:3111 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.8513 +2026-01-07 12:05:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4030.20 total_reward_ma:3033.24 loss:0.002876 fps:1022 +frame:3.19e+06 wall_t:3121 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.8251 +2026-01-07 12:05:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4073.45 total_reward_ma:3049.08 loss:-0.0001187 fps:1022 +frame:3.20e+06 wall_t:3131 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.837 +2026-01-07 12:05:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4113.75 total_reward_ma:3064.94 loss:-0.009159 fps:1022 +frame:3.21e+06 wall_t:3141 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.8295 +2026-01-07 12:05:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4161.50 total_reward_ma:3081.80 loss:0.001981 fps:1022 +frame:3.22e+06 wall_t:3151 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.8626 +2026-01-07 12:06:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4265.35 total_reward_ma:3099.42 loss:-0.003327 fps:1022 +frame:3.23e+06 wall_t:3160 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.7983 +2026-01-07 12:06:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4153.00 total_reward_ma:3116.13 loss:0.0007436 fps:1022 +frame:3.24e+06 wall_t:3170 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.8182 +2026-01-07 12:06:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4188.80 total_reward_ma:3133.63 loss:-0.002229 fps:1022 +frame:3.25e+06 wall_t:3179 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.8561 +2026-01-07 12:06:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4250.60 total_reward_ma:3152.17 loss:-0.001863 fps:1022 +frame:3.26e+06 wall_t:3189 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.8412 +2026-01-07 12:06:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4275.90 total_reward_ma:3171.01 loss:-0.005336 fps:1022 +frame:3.27e+06 wall_t:3199 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.8311 +2026-01-07 12:06:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4293.80 total_reward_ma:3189.72 loss:-0.01152 fps:1022 +frame:3.28e+06 wall_t:3209 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.9209 +2026-01-07 12:07:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4327.50 total_reward_ma:3209.60 loss:-0.007971 fps:1022 +frame:3.29e+06 wall_t:3218 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.8906 +2026-01-07 12:07:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4427.55 total_reward_ma:3230.15 loss:-0.01295 fps:1023 +frame:3.30e+06 wall_t:3227 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.9093 +2026-01-07 12:07:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4394.85 total_reward_ma:3250.52 loss:0.004121 fps:1023 +frame:3.31e+06 wall_t:3237 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.8619 +2026-01-07 12:07:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4393.70 total_reward_ma:3270.81 loss:-0.008034 fps:1022 +frame:3.32e+06 wall_t:3247 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.8593 +2026-01-07 12:07:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4380.60 total_reward_ma:3291.23 loss:-0.009706 fps:1023 +frame:3.33e+06 wall_t:3256 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.8391 +2026-01-07 12:07:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4380.60 total_reward_ma:3313.19 loss:0.0009688 fps:1023 +frame:3.34e+06 wall_t:3265 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.8167 +2026-01-07 12:07:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4382.05 total_reward_ma:3335.15 loss:-0.007419 fps:1023 +frame:3.35e+06 wall_t:3275 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.8666 +2026-01-07 12:08:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4440.05 total_reward_ma:3357.62 loss:0.003818 fps:1023 +frame:3.36e+06 wall_t:3285 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9312 +2026-01-07 12:08:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4541.30 total_reward_ma:3380.55 loss:-0.002636 fps:1023 +frame:3.37e+06 wall_t:3295 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.9169 +2026-01-07 12:08:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4586.15 total_reward_ma:3404.16 loss:0.004958 fps:1023 +frame:3.38e+06 wall_t:3305 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.9012 +2026-01-07 12:08:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4619.75 total_reward_ma:3427.37 loss:0.01909 fps:1023 +frame:3.39e+06 wall_t:3315 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.8253 +2026-01-07 12:08:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4659.85 total_reward_ma:3450.64 loss:-0.01403 fps:1023 +frame:3.40e+06 wall_t:3324 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.8852 +2026-01-07 12:08:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4636.00 total_reward_ma:3473.68 loss:-0.002409 fps:1023 +frame:3.41e+06 wall_t:3334 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.8733 +2026-01-07 12:09:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4707.20 total_reward_ma:3497.10 loss:-0.005969 fps:1023 +frame:3.42e+06 wall_t:3343 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.8532 +2026-01-07 12:09:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4685.90 total_reward_ma:3520.78 loss:0.003014 fps:1023 +frame:3.43e+06 wall_t:3353 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.8364 +2026-01-07 12:09:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4614.10 total_reward_ma:3543.94 loss:-0.01253 fps:1023 +frame:3.44e+06 wall_t:3362 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.8751 +2026-01-07 12:09:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4614.10 total_reward_ma:3567.01 loss:-0.0002075 fps:1023 +frame:3.45e+06 wall_t:3372 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.7784 +2026-01-07 12:09:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4575.10 total_reward_ma:3589.86 loss:0.008458 fps:1023 +frame:3.46e+06 wall_t:3381 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.9534 +2026-01-07 12:09:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4666.05 total_reward_ma:3612.54 loss:-0.00492 fps:1023 +frame:3.47e+06 wall_t:3391 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.8645 +2026-01-07 12:10:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4667.45 total_reward_ma:3635.34 loss:0.002699 fps:1023 +frame:3.48e+06 wall_t:3401 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.8869 +2026-01-07 12:10:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4641.55 total_reward_ma:3657.21 loss:-0.01064 fps:1023 +frame:3.49e+06 wall_t:3411 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.9575 +2026-01-07 12:10:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4709.65 total_reward_ma:3679.65 loss:-9.043e-05 fps:1023 +frame:3.50e+06 wall_t:3420 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.9186 +2026-01-07 12:10:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4671.40 total_reward_ma:3700.25 loss:0.0007315 fps:1023 +frame:3.51e+06 wall_t:3430 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9052 +2026-01-07 12:10:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4671.40 total_reward_ma:3720.47 loss:0.006861 fps:1023 +frame:3.52e+06 wall_t:3440 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9442 +2026-01-07 12:10:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4659.60 total_reward_ma:3740.13 loss:0.002282 fps:1023 +frame:3.53e+06 wall_t:3450 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.8791 +2026-01-07 12:11:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4670.55 total_reward_ma:3759.03 loss:-0.004658 fps:1023 +frame:3.54e+06 wall_t:3459 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.975 +2026-01-07 12:11:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4530.75 total_reward_ma:3775.32 loss:-0.009792 fps:1023 +frame:3.55e+06 wall_t:3469 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.9063 +2026-01-07 12:11:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4560.60 total_reward_ma:3790.91 loss:-0.005436 fps:1023 +frame:3.56e+06 wall_t:3479 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.9097 +2026-01-07 12:11:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4567.10 total_reward_ma:3805.88 loss:-0.008902 fps:1023 +frame:3.57e+06 wall_t:3489 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.9384 +2026-01-07 12:11:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4569.90 total_reward_ma:3820.76 loss:-0.007771 fps:1023 +frame:3.58e+06 wall_t:3499 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.8277 +2026-01-07 12:11:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4497.35 total_reward_ma:3835.07 loss:-0.005328 fps:1023 +frame:3.59e+06 wall_t:3508 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.9381 +2026-01-07 12:12:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4501.45 total_reward_ma:3848.41 loss:0.004194 fps:1023 +frame:3.60e+06 wall_t:3518 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.9164 +2026-01-07 12:12:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4531.95 total_reward_ma:3861.65 loss:0.009315 fps:1023 +frame:3.61e+06 wall_t:3528 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.9476 +2026-01-07 12:12:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4718.95 total_reward_ma:3876.55 loss:0.006928 fps:1023 +frame:3.62e+06 wall_t:3538 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.9366 +2026-01-07 12:12:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4776.30 total_reward_ma:3891.84 loss:0.0008229 fps:1023 +frame:3.63e+06 wall_t:3547 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8301 +2026-01-07 12:12:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4812.20 total_reward_ma:3906.36 loss:-0.005662 fps:1023 +frame:3.64e+06 wall_t:3557 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8803 +2026-01-07 12:12:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4752.75 total_reward_ma:3920.49 loss:0.01381 fps:1024 +frame:3.65e+06 wall_t:3566 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.8249 +2026-01-07 12:12:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4810.25 total_reward_ma:3935.65 loss:-0.01302 fps:1023 +frame:3.66e+06 wall_t:3576 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.848 +2026-01-07 12:13:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4810.25 total_reward_ma:3950.56 loss:-0.004129 fps:1024 +frame:3.67e+06 wall_t:3585 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.8594 +2026-01-07 12:13:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4816.00 total_reward_ma:3965.98 loss:0.01562 fps:1024 +frame:3.68e+06 wall_t:3594 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8543 +2026-01-07 12:13:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4874.70 total_reward_ma:3981.16 loss:-0.005162 fps:1024 +frame:3.69e+06 wall_t:3604 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.8828 +2026-01-07 12:13:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4964.30 total_reward_ma:3997.54 loss:0.002563 fps:1024 +frame:3.70e+06 wall_t:3614 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.8045 +2026-01-07 12:13:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4964.30 total_reward_ma:4014.09 loss:0.004316 fps:1024 +frame:3.71e+06 wall_t:3623 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.8037 +2026-01-07 12:13:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4938.30 total_reward_ma:4030.11 loss:-3.897e-05 fps:1024 +frame:3.72e+06 wall_t:3633 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.8708 +2026-01-07 12:14:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4942.65 total_reward_ma:4045.19 loss:0.0005533 fps:1024 +frame:3.73e+06 wall_t:3643 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.8673 +2026-01-07 12:14:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4942.65 total_reward_ma:4060.66 loss:-0.002941 fps:1024 +frame:3.74e+06 wall_t:3652 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.8041 +2026-01-07 12:14:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:4955.75 total_reward_ma:4075.23 loss:0.01107 fps:1024 +frame:3.75e+06 wall_t:3662 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.8679 +2026-01-07 12:14:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5049.55 total_reward_ma:4091.45 loss:-0.004861 fps:1025 +frame:3.76e+06 wall_t:3670 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.7863 +2026-01-07 12:14:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5072.40 total_reward_ma:4108.23 loss:-0.002087 fps:1024 +frame:3.77e+06 wall_t:3680 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.7651 +2026-01-07 12:14:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5105.30 total_reward_ma:4125.15 loss:-0.00621 fps:1024 +frame:3.78e+06 wall_t:3690 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.7956 +2026-01-07 12:15:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5228.00 total_reward_ma:4144.25 loss:-0.0006223 fps:1024 +frame:3.79e+06 wall_t:3700 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8421 +2026-01-07 12:15:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5271.10 total_reward_ma:4164.48 loss:-0.004755 fps:1025 +frame:3.80e+06 wall_t:3709 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.7996 +2026-01-07 12:15:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5264.80 total_reward_ma:4184.89 loss:-0.01186 fps:1024 +frame:3.81e+06 wall_t:3719 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.7749 +2026-01-07 12:15:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5341.75 total_reward_ma:4206.46 loss:0.006131 fps:1024 +frame:3.82e+06 wall_t:3729 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.7917 +2026-01-07 12:15:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5217.60 total_reward_ma:4228.76 loss:0.00663 fps:1024 +frame:3.83e+06 wall_t:3739 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.8103 +2026-01-07 12:15:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5195.35 total_reward_ma:4250.03 loss:0.001833 fps:1025 +frame:3.84e+06 wall_t:3748 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.8364 +2026-01-07 12:16:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5205.65 total_reward_ma:4271.99 loss:0.002571 fps:1025 +frame:3.85e+06 wall_t:3757 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.8527 +2026-01-07 12:16:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5349.65 total_reward_ma:4294.45 loss:0.001757 fps:1025 +frame:3.86e+06 wall_t:3767 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.8596 +2026-01-07 12:16:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5328.40 total_reward_ma:4317.68 loss:0.001979 fps:1025 +frame:3.87e+06 wall_t:3776 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.8406 +2026-01-07 12:16:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5347.50 total_reward_ma:4340.90 loss:-0.01078 fps:1025 +frame:3.88e+06 wall_t:3786 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.8756 +2026-01-07 12:16:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5426.30 total_reward_ma:4364.36 loss:-0.003446 fps:1025 +frame:3.89e+06 wall_t:3796 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.8834 +2026-01-07 12:16:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5388.00 total_reward_ma:4387.03 loss:0.005833 fps:1024 +frame:3.90e+06 wall_t:3807 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.831 +2026-01-07 12:17:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5443.00 total_reward_ma:4410.17 loss:0.002758 fps:1024 +frame:3.91e+06 wall_t:3817 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.8331 +2026-01-07 12:17:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5561.90 total_reward_ma:4434.00 loss:-0.002498 fps:1024 +frame:3.92e+06 wall_t:3828 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.8345 +2026-01-07 12:17:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5602.50 total_reward_ma:4457.73 loss:0.01573 fps:1024 +frame:3.93e+06 wall_t:3837 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.8654 +2026-01-07 12:17:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5553.40 total_reward_ma:4479.25 loss:0.004282 fps:1024 +frame:3.94e+06 wall_t:3847 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.7989 +2026-01-07 12:17:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5582.65 total_reward_ma:4501.87 loss:-0.01235 fps:1024 +frame:3.95e+06 wall_t:3857 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.8346 +2026-01-07 12:17:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5537.55 total_reward_ma:4524.23 loss:0.008731 fps:1024 +frame:3.96e+06 wall_t:3867 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.9053 +2026-01-07 12:18:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5516.40 total_reward_ma:4545.77 loss:-0.005101 fps:1024 +frame:3.97e+06 wall_t:3877 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.8286 +2026-01-07 12:18:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5551.45 total_reward_ma:4568.28 loss:-0.00655 fps:1024 +frame:3.98e+06 wall_t:3887 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.7982 +2026-01-07 12:18:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5540.05 total_reward_ma:4589.69 loss:-0.007062 fps:1024 +frame:3.99e+06 wall_t:3898 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.8777 +2026-01-07 12:18:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5505.25 total_reward_ma:4609.65 loss:-0.003348 fps:1024 +frame:4.00e+06 wall_t:3908 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.899 +2026-01-07 12:18:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5551.05 total_reward_ma:4629.86 loss:0.006103 fps:1023 +frame:4.01e+06 wall_t:3919 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.9348 +2026-01-07 12:18:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5627.55 total_reward_ma:4650.90 loss:0.01352 fps:1023 +frame:4.02e+06 wall_t:3928 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.8275 +2026-01-07 12:19:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5620.75 total_reward_ma:4672.31 loss:0.01164 fps:1023 +frame:4.03e+06 wall_t:3938 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.8515 +2026-01-07 12:19:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5730.80 total_reward_ma:4694.07 loss:-0.002764 fps:1023 +frame:4.04e+06 wall_t:3949 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.9444 +2026-01-07 12:19:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5756.90 total_reward_ma:4716.11 loss:0.01749 fps:1023 +frame:4.05e+06 wall_t:3959 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.8212 +2026-01-07 12:19:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5762.10 total_reward_ma:4738.10 loss:0.001986 fps:1023 +frame:4.06e+06 wall_t:3969 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.8827 +2026-01-07 12:19:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5667.70 total_reward_ma:4758.76 loss:0.00027 fps:1023 +frame:4.07e+06 wall_t:3979 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.8636 +2026-01-07 12:19:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5653.70 total_reward_ma:4779.15 loss:-0.007194 fps:1023 +frame:4.08e+06 wall_t:3989 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8345 +2026-01-07 12:20:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5632.70 total_reward_ma:4798.93 loss:-0.01019 fps:1023 +frame:4.09e+06 wall_t:3998 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8311 +2026-01-07 12:20:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5669.30 total_reward_ma:4819.07 loss:0.0007416 fps:1023 +frame:4.10e+06 wall_t:4008 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.7982 +2026-01-07 12:20:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5767.85 total_reward_ma:4839.64 loss:-0.002226 fps:1023 +frame:4.11e+06 wall_t:4018 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.804 +2026-01-07 12:20:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5767.85 total_reward_ma:4859.61 loss:-0.003343 fps:1023 +frame:4.12e+06 wall_t:4028 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.8692 +2026-01-07 12:20:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5808.90 total_reward_ma:4879.80 loss:0.008488 fps:1023 +frame:4.13e+06 wall_t:4038 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.8594 +2026-01-07 12:20:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5903.90 total_reward_ma:4901.41 loss:-0.007617 fps:1023 +frame:4.14e+06 wall_t:4048 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.8159 +2026-01-07 12:21:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5854.65 total_reward_ma:4921.81 loss:0.01027 fps:1023 +frame:4.15e+06 wall_t:4058 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.8404 +2026-01-07 12:21:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5867.40 total_reward_ma:4941.24 loss:-0.003712 fps:1023 +frame:4.16e+06 wall_t:4068 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.7829 +2026-01-07 12:21:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5867.40 total_reward_ma:4960.51 loss:0.008206 fps:1023 +frame:4.17e+06 wall_t:4078 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.8294 +2026-01-07 12:21:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5891.10 total_reward_ma:4979.56 loss:0.002055 fps:1023 +frame:4.18e+06 wall_t:4088 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.8052 +2026-01-07 12:21:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5956.70 total_reward_ma:4998.82 loss:-0.003189 fps:1022 +frame:4.19e+06 wall_t:4098 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.8664 +2026-01-07 12:21:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5942.95 total_reward_ma:5017.52 loss:0.02281 fps:1022 +frame:4.20e+06 wall_t:4108 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.8089 +2026-01-07 12:22:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6010.80 total_reward_ma:5036.49 loss:0.00523 fps:1022 +frame:4.21e+06 wall_t:4118 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.9166 +2026-01-07 12:22:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6008.60 total_reward_ma:5054.96 loss:-0.007594 fps:1022 +frame:4.22e+06 wall_t:4128 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.8351 +2026-01-07 12:22:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6040.95 total_reward_ma:5072.72 loss:-0.008399 fps:1022 +frame:4.23e+06 wall_t:4138 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.7826 +2026-01-07 12:22:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6005.25 total_reward_ma:5091.24 loss:-0.004789 fps:1022 +frame:4.24e+06 wall_t:4148 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.8453 +2026-01-07 12:22:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6013.85 total_reward_ma:5109.49 loss:0.01235 fps:1022 +frame:4.25e+06 wall_t:4157 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.8488 +2026-01-07 12:22:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6026.15 total_reward_ma:5127.25 loss:-0.009139 fps:1022 +frame:4.26e+06 wall_t:4167 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.8556 +2026-01-07 12:22:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6026.15 total_reward_ma:5144.75 loss:0.006156 fps:1023 +frame:4.27e+06 wall_t:4175 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.78 +2026-01-07 12:23:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6121.25 total_reward_ma:5163.02 loss:0.004402 fps:1023 +frame:4.28e+06 wall_t:4185 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.8157 +2026-01-07 12:23:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6084.10 total_reward_ma:5180.59 loss:-0.008426 fps:1023 +frame:4.29e+06 wall_t:4195 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.8509 +2026-01-07 12:23:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5963.85 total_reward_ma:5195.95 loss:0.01906 fps:1023 +frame:4.30e+06 wall_t:4205 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.8128 +2026-01-07 12:23:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6053.40 total_reward_ma:5212.54 loss:0.007149 fps:1023 +frame:4.31e+06 wall_t:4214 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.81 +2026-01-07 12:23:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6153.15 total_reward_ma:5230.13 loss:0.005727 fps:1023 +frame:4.32e+06 wall_t:4224 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.7713 +2026-01-07 12:23:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6088.45 total_reward_ma:5247.21 loss:0.004872 fps:1023 +frame:4.33e+06 wall_t:4234 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.8388 +2026-01-07 12:24:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6088.15 total_reward_ma:5264.29 loss:0.0008166 fps:1023 +frame:4.34e+06 wall_t:4244 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.8361 +2026-01-07 12:24:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6114.45 total_reward_ma:5281.61 loss:0.014 fps:1023 +frame:4.35e+06 wall_t:4254 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.813 +2026-01-07 12:24:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6033.65 total_reward_ma:5297.54 loss:-0.001609 fps:1023 +frame:4.36e+06 wall_t:4263 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.8122 +2026-01-07 12:24:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6085.90 total_reward_ma:5312.99 loss:-0.0005526 fps:1023 +frame:4.37e+06 wall_t:4272 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.7955 +2026-01-07 12:24:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6021.60 total_reward_ma:5327.35 loss:0.004926 fps:1023 +frame:4.38e+06 wall_t:4282 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.7783 +2026-01-07 12:24:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5992.00 total_reward_ma:5341.07 loss:0.0002914 fps:1023 +frame:4.39e+06 wall_t:4292 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.7049 +2026-01-07 12:25:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5972.90 total_reward_ma:5354.20 loss:-0.0006016 fps:1023 +frame:4.40e+06 wall_t:4302 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.768 +2026-01-07 12:25:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5875.20 total_reward_ma:5366.59 loss:0.002971 fps:1023 +frame:4.41e+06 wall_t:4311 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.8091 +2026-01-07 12:25:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5780.50 total_reward_ma:5377.32 loss:0.00161 fps:1023 +frame:4.42e+06 wall_t:4320 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.743 +2026-01-07 12:25:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5878.90 total_reward_ma:5389.25 loss:0.0226 fps:1023 +frame:4.43e+06 wall_t:4329 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.8242 +2026-01-07 12:25:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5888.25 total_reward_ma:5402.00 loss:-0.008013 fps:1024 +frame:4.44e+06 wall_t:4338 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.8116 +2026-01-07 12:25:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5809.50 total_reward_ma:5413.95 loss:0.009851 fps:1024 +frame:4.45e+06 wall_t:4347 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.8527 +2026-01-07 12:26:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5822.30 total_reward_ma:5426.42 loss:0.003953 fps:1024 +frame:4.46e+06 wall_t:4357 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.8151 +2026-01-07 12:26:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5802.70 total_reward_ma:5437.79 loss:0.01244 fps:1024 +frame:4.47e+06 wall_t:4366 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.8597 +2026-01-07 12:26:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5779.35 total_reward_ma:5448.91 loss:0.001202 fps:1024 +frame:4.48e+06 wall_t:4375 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.8328 +2026-01-07 12:26:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5744.35 total_reward_ma:5459.93 loss:-0.001458 fps:1024 +frame:4.49e+06 wall_t:4385 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.8546 +2026-01-07 12:26:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5692.45 total_reward_ma:5469.76 loss:-0.004921 fps:1024 +frame:4.50e+06 wall_t:4394 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.8241 +2026-01-07 12:26:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5750.65 total_reward_ma:5480.56 loss:0.006602 fps:1024 +frame:4.51e+06 wall_t:4404 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.8686 +2026-01-07 12:26:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5737.65 total_reward_ma:5491.22 loss:-0.003724 fps:1024 +frame:4.52e+06 wall_t:4413 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.843 +2026-01-07 12:27:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5702.85 total_reward_ma:5501.65 loss:0.00555 fps:1025 +frame:4.53e+06 wall_t:4421 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.8746 +2026-01-07 12:27:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5699.55 total_reward_ma:5511.94 loss:0.01456 fps:1025 +frame:4.54e+06 wall_t:4431 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.8605 +2026-01-07 12:27:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5684.60 total_reward_ma:5523.48 loss:-0.0102 fps:1025 +frame:4.55e+06 wall_t:4440 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.8286 +2026-01-07 12:27:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5519.35 total_reward_ma:5533.07 loss:-0.009587 fps:1025 +frame:4.56e+06 wall_t:4449 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8942 +2026-01-07 12:27:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5505.45 total_reward_ma:5542.45 loss:-0.002087 fps:1025 +frame:4.57e+06 wall_t:4459 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.8179 +2026-01-07 12:27:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5371.85 total_reward_ma:5550.47 loss:0.009407 fps:1025 +frame:4.58e+06 wall_t:4468 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.84 +2026-01-07 12:28:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5267.65 total_reward_ma:5558.17 loss:0.008061 fps:1025 +frame:4.59e+06 wall_t:4477 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.8554 +2026-01-07 12:28:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5174.65 total_reward_ma:5564.90 loss:0.003193 fps:1025 +frame:4.60e+06 wall_t:4486 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.7872 +2026-01-07 12:28:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5084.45 total_reward_ma:5570.43 loss:0.007587 fps:1026 +frame:4.61e+06 wall_t:4495 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.8073 +2026-01-07 12:28:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5202.35 total_reward_ma:5575.26 loss:-0.006408 fps:1026 +frame:4.62e+06 wall_t:4504 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.8074 +2026-01-07 12:28:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5111.85 total_reward_ma:5578.62 loss:-0.002677 fps:1026 +frame:4.63e+06 wall_t:4512 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.7796 +2026-01-07 12:28:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5116.45 total_reward_ma:5581.66 loss:-0.000987 fps:1026 +frame:4.64e+06 wall_t:4522 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.8059 +2026-01-07 12:28:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5073.25 total_reward_ma:5584.87 loss:-0.009978 fps:1026 +frame:4.65e+06 wall_t:4530 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.791 +2026-01-07 12:29:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5191.85 total_reward_ma:5588.68 loss:0.004197 fps:1027 +frame:4.66e+06 wall_t:4539 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.7609 +2026-01-07 12:29:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5169.85 total_reward_ma:5592.28 loss:0.00347 fps:1027 +frame:4.67e+06 wall_t:4548 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.8436 +2026-01-07 12:29:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5176.35 total_reward_ma:5595.88 loss:-0.001561 fps:1027 +frame:4.68e+06 wall_t:4557 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.8463 +2026-01-07 12:29:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5193.75 total_reward_ma:5599.07 loss:-0.00493 fps:1027 +frame:4.69e+06 wall_t:4566 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.8343 +2026-01-07 12:29:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5175.85 total_reward_ma:5601.19 loss:-0.005262 fps:1028 +frame:4.70e+06 wall_t:4574 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.8295 +2026-01-07 12:29:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5155.25 total_reward_ma:5603.10 loss:-0.005897 fps:1028 +frame:4.71e+06 wall_t:4583 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.79 +2026-01-07 12:29:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5140.15 total_reward_ma:5605.12 loss:-0.005414 fps:1028 +frame:4.72e+06 wall_t:4592 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.7945 +2026-01-07 12:30:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5157.45 total_reward_ma:5607.26 loss:0.02298 fps:1028 +frame:4.73e+06 wall_t:4601 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.8196 +2026-01-07 12:30:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5229.50 total_reward_ma:5610.13 loss:0.001941 fps:1028 +frame:4.74e+06 wall_t:4610 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.7883 +2026-01-07 12:30:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5287.30 total_reward_ma:5613.45 loss:0.0005026 fps:1029 +frame:4.75e+06 wall_t:4618 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.8014 +2026-01-07 12:30:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5295.90 total_reward_ma:5615.91 loss:0.001626 fps:1029 +frame:4.76e+06 wall_t:4627 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.7696 +2026-01-07 12:30:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5329.20 total_reward_ma:5618.48 loss:0.01062 fps:1029 +frame:4.77e+06 wall_t:4636 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.8443 +2026-01-07 12:30:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5213.45 total_reward_ma:5619.56 loss:-0.004902 fps:1029 +frame:4.78e+06 wall_t:4644 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.7764 +2026-01-07 12:30:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5254.35 total_reward_ma:5619.82 loss:-0.00375 fps:1029 +frame:4.79e+06 wall_t:4653 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.806 +2026-01-07 12:31:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5216.35 total_reward_ma:5619.28 loss:-0.007443 fps:1030 +frame:4.80e+06 wall_t:4662 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.8686 +2026-01-07 12:31:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5257.35 total_reward_ma:5619.20 loss:-8.525e-05 fps:1030 +frame:4.81e+06 wall_t:4671 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.7741 +2026-01-07 12:31:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5268.55 total_reward_ma:5618.47 loss:-0.0001832 fps:1030 +frame:4.82e+06 wall_t:4679 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.8644 +2026-01-07 12:31:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5332.35 total_reward_ma:5619.62 loss:0.00279 fps:1030 +frame:4.83e+06 wall_t:4688 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.8304 +2026-01-07 12:31:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5340.75 total_reward_ma:5621.07 loss:0.009011 fps:1030 +frame:4.84e+06 wall_t:4697 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.8152 +2026-01-07 12:31:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5386.05 total_reward_ma:5622.88 loss:0.002435 fps:1031 +frame:4.85e+06 wall_t:4706 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8438 +2026-01-07 12:31:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5395.60 total_reward_ma:5623.34 loss:-0.01481 fps:1031 +frame:4.86e+06 wall_t:4715 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.8355 +2026-01-07 12:32:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5395.60 total_reward_ma:5624.01 loss:0.003658 fps:1031 +frame:4.87e+06 wall_t:4723 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.8776 +2026-01-07 12:32:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5390.20 total_reward_ma:5624.43 loss:0.005065 fps:1031 +frame:4.88e+06 wall_t:4732 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.8462 +2026-01-07 12:32:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5463.45 total_reward_ma:5624.81 loss:0.004499 fps:1032 +frame:4.89e+06 wall_t:4740 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.7848 +2026-01-07 12:32:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5485.80 total_reward_ma:5625.78 loss:-0.009871 fps:1032 +frame:4.90e+06 wall_t:4749 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.7809 +2026-01-07 12:32:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5559.55 total_reward_ma:5626.95 loss:0.005029 fps:1032 +frame:4.91e+06 wall_t:4758 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.7983 +2026-01-07 12:32:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5609.85 total_reward_ma:5627.43 loss:-0.008172 fps:1032 +frame:4.92e+06 wall_t:4767 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.7842 +2026-01-07 12:32:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5606.95 total_reward_ma:5627.47 loss:0.01084 fps:1032 +frame:4.93e+06 wall_t:4776 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.7768 +2026-01-07 12:33:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5688.95 total_reward_ma:5628.83 loss:0.01422 fps:1032 +frame:4.94e+06 wall_t:4785 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7907 +2026-01-07 12:33:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5729.65 total_reward_ma:5630.30 loss:0.01056 fps:1033 +frame:4.95e+06 wall_t:4793 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.7565 +2026-01-07 12:33:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5738.35 total_reward_ma:5632.31 loss:0.0008509 fps:1033 +frame:4.96e+06 wall_t:4801 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.7373 +2026-01-07 12:33:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:5823.20 total_reward_ma:5635.37 loss:0.02407 fps:1033 +frame:4.97e+06 wall_t:4810 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.7216 +2026-01-07 12:33:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6068.10 total_reward_ma:5640.54 loss:0.007803 fps:1033 +frame:4.98e+06 wall_t:4820 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.7531 +2026-01-07 12:33:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6014.80 total_reward_ma:5645.29 loss:-0.002042 fps:1033 +frame:4.99e+06 wall_t:4829 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.6872 +2026-01-07 12:34:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6104.15 total_reward_ma:5651.28 loss:-0.005179 fps:1033 +frame:5.00e+06 wall_t:4838 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.7487 +2026-01-07 12:34:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6164.85 total_reward_ma:5657.42 loss:-0.002552 fps:1034 +frame:5.01e+06 wall_t:4847 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.7869 +2026-01-07 12:34:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6236.55 total_reward_ma:5663.51 loss:0.009738 fps:1034 +frame:5.02e+06 wall_t:4855 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.7422 +2026-01-07 12:34:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6246.30 total_reward_ma:5669.76 loss:0.0162 fps:1034 +frame:5.03e+06 wall_t:4864 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.7858 +2026-01-07 12:34:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6237.15 total_reward_ma:5674.83 loss:0.01416 fps:1034 +frame:5.04e+06 wall_t:4873 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.8337 +2026-01-07 12:34:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6345.25 total_reward_ma:5680.71 loss:0.004322 fps:1034 +frame:5.05e+06 wall_t:4882 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7936 +2026-01-07 12:34:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6232.85 total_reward_ma:5685.42 loss:0.009325 fps:1035 +frame:5.06e+06 wall_t:4890 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.8301 +2026-01-07 12:35:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6154.00 total_reward_ma:5690.28 loss:-0.006983 fps:1035 +frame:5.07e+06 wall_t:4899 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.8064 +2026-01-07 12:35:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6226.20 total_reward_ma:5696.00 loss:0.001332 fps:1035 +frame:5.08e+06 wall_t:4908 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.8247 +2026-01-07 12:35:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6270.10 total_reward_ma:5702.38 loss:0.005267 fps:1035 +frame:5.09e+06 wall_t:4917 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.8237 +2026-01-07 12:35:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6281.50 total_reward_ma:5708.50 loss:-0.008095 fps:1035 +frame:5.10e+06 wall_t:4926 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.8519 +2026-01-07 12:35:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6292.30 total_reward_ma:5713.75 loss:0.01326 fps:1035 +frame:5.11e+06 wall_t:4935 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.7954 +2026-01-07 12:35:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6292.30 total_reward_ma:5718.99 loss:-0.001775 fps:1036 +frame:5.12e+06 wall_t:4944 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.7098 +2026-01-07 12:35:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6256.25 total_reward_ma:5723.46 loss:0.002179 fps:1036 +frame:5.13e+06 wall_t:4952 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.7271 +2026-01-07 12:36:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6243.20 total_reward_ma:5726.86 loss:-0.003442 fps:1036 +frame:5.14e+06 wall_t:4961 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7424 +2026-01-07 12:36:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6230.70 total_reward_ma:5730.62 loss:-0.001681 fps:1036 +frame:5.15e+06 wall_t:4970 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.7424 +2026-01-07 12:36:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6229.30 total_reward_ma:5734.23 loss:0.008317 fps:1037 +frame:5.16e+06 wall_t:4978 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.7337 +2026-01-07 12:36:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6378.50 total_reward_ma:5739.35 loss:0.008663 fps:1037 +frame:5.17e+06 wall_t:4987 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.6906 +2026-01-07 12:36:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6211.45 total_reward_ma:5742.55 loss:0.002386 fps:1037 +frame:5.18e+06 wall_t:4996 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8572 +2026-01-07 12:36:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6182.95 total_reward_ma:5744.81 loss:-0.007084 fps:1037 +frame:5.19e+06 wall_t:5005 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.7555 +2026-01-07 12:36:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6093.95 total_reward_ma:5746.32 loss:0.004377 fps:1037 +frame:5.20e+06 wall_t:5014 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.7808 +2026-01-07 12:37:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6101.20 total_reward_ma:5747.23 loss:0.003949 fps:1037 +frame:5.21e+06 wall_t:5022 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.7887 +2026-01-07 12:37:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6095.50 total_reward_ma:5748.09 loss:-0.0005486 fps:1038 +frame:5.22e+06 wall_t:5031 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.756 +2026-01-07 12:37:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6094.20 total_reward_ma:5748.63 loss:0.00726 fps:1038 +frame:5.23e+06 wall_t:5039 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.7473 +2026-01-07 12:37:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6189.90 total_reward_ma:5750.47 loss:0.01919 fps:1038 +frame:5.24e+06 wall_t:5048 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.8018 +2026-01-07 12:37:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6123.95 total_reward_ma:5751.57 loss:0.006873 fps:1038 +frame:5.25e+06 wall_t:5057 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.8301 +2026-01-07 12:37:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6129.30 total_reward_ma:5752.61 loss:-0.006454 fps:1038 +frame:5.26e+06 wall_t:5066 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.6997 +2026-01-07 12:37:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6145.55 total_reward_ma:5753.80 loss:-0.001112 fps:1038 +frame:5.27e+06 wall_t:5075 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.6853 +2026-01-07 12:38:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6075.90 total_reward_ma:5753.35 loss:-0.005597 fps:1039 +frame:5.28e+06 wall_t:5084 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.7567 +2026-01-07 12:38:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6224.40 total_reward_ma:5754.75 loss:-0.004757 fps:1039 +frame:5.29e+06 wall_t:5092 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.724 +2026-01-07 12:38:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6189.40 total_reward_ma:5757.00 loss:0.0008392 fps:1039 +frame:5.30e+06 wall_t:5101 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.7446 +2026-01-07 12:38:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6163.75 total_reward_ma:5758.11 loss:0.01025 fps:1039 +frame:5.31e+06 wall_t:5110 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.7274 +2026-01-07 12:38:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6183.15 total_reward_ma:5758.41 loss:-0.0007992 fps:1039 +frame:5.32e+06 wall_t:5119 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.7591 +2026-01-07 12:38:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6329.55 total_reward_ma:5760.82 loss:-0.006941 fps:1040 +frame:5.33e+06 wall_t:5127 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.8571 +2026-01-07 12:38:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6375.60 total_reward_ma:5763.69 loss:-0.008965 fps:1040 +frame:5.34e+06 wall_t:5136 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7974 +2026-01-07 12:39:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6185.35 total_reward_ma:5764.40 loss:0.006077 fps:1040 +frame:5.35e+06 wall_t:5145 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.8344 +2026-01-07 12:39:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6185.35 total_reward_ma:5765.92 loss:0.005698 fps:1040 +frame:5.36e+06 wall_t:5154 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.8164 +2026-01-07 12:39:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6204.55 total_reward_ma:5767.11 loss:0.009275 fps:1040 +frame:5.37e+06 wall_t:5163 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7155 +2026-01-07 12:39:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6122.35 total_reward_ma:5768.11 loss:0.0109 fps:1040 +frame:5.38e+06 wall_t:5171 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.7173 +2026-01-07 12:39:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6163.95 total_reward_ma:5769.83 loss:-0.002554 fps:1041 +frame:5.39e+06 wall_t:5180 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.7258 +2026-01-07 12:39:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6065.45 total_reward_ma:5770.76 loss:0.004339 fps:1041 +frame:5.40e+06 wall_t:5189 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.8081 +2026-01-07 12:40:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6132.95 total_reward_ma:5773.34 loss:-0.001061 fps:1041 +frame:5.41e+06 wall_t:5197 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.7848 +2026-01-07 12:40:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6130.60 total_reward_ma:5776.84 loss:5.624e-05 fps:1041 +frame:5.42e+06 wall_t:5206 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.8466 +2026-01-07 12:40:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6219.05 total_reward_ma:5780.24 loss:-0.002171 fps:1041 +frame:5.43e+06 wall_t:5215 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.8795 +2026-01-07 12:40:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6246.65 total_reward_ma:5783.82 loss:0.004027 fps:1041 +frame:5.44e+06 wall_t:5224 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.8283 +2026-01-07 12:40:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6243.20 total_reward_ma:5788.16 loss:0.004368 fps:1041 +frame:5.45e+06 wall_t:5233 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.846 +2026-01-07 12:40:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6217.70 total_reward_ma:5792.11 loss:0.007748 fps:1042 +frame:5.46e+06 wall_t:5241 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.766 +2026-01-07 12:40:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6239.85 total_reward_ma:5796.48 loss:0.004618 fps:1042 +frame:5.47e+06 wall_t:5250 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.7518 +2026-01-07 12:41:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6259.80 total_reward_ma:5801.29 loss:0.002084 fps:1042 +frame:5.48e+06 wall_t:5259 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.816 +2026-01-07 12:41:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6327.20 total_reward_ma:5807.12 loss:-0.0008659 fps:1042 +frame:5.49e+06 wall_t:5268 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.7909 +2026-01-07 12:41:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6436.60 total_reward_ma:5814.56 loss:0.008535 fps:1042 +frame:5.50e+06 wall_t:5276 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.7998 +2026-01-07 12:41:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6464.25 total_reward_ma:5821.70 loss:-0.005256 fps:1043 +frame:5.51e+06 wall_t:5285 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.7691 +2026-01-07 12:41:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6464.25 total_reward_ma:5828.96 loss:-0.007473 fps:1043 +frame:5.52e+06 wall_t:5294 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.7672 +2026-01-07 12:41:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6483.85 total_reward_ma:5836.77 loss:0.004813 fps:1043 +frame:5.53e+06 wall_t:5303 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.7637 +2026-01-07 12:41:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6483.85 total_reward_ma:5844.62 loss:-0.001969 fps:1043 +frame:5.54e+06 wall_t:5311 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.7575 +2026-01-07 12:42:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6567.00 total_reward_ma:5853.44 loss:0.004227 fps:1043 +frame:5.55e+06 wall_t:5319 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.8014 +2026-01-07 12:42:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6595.20 total_reward_ma:5864.20 loss:0.005905 fps:1044 +frame:5.56e+06 wall_t:5328 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.7473 +2026-01-07 12:42:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6649.20 total_reward_ma:5875.63 loss:-0.001707 fps:1044 +frame:5.57e+06 wall_t:5337 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.783 +2026-01-07 12:42:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6783.05 total_reward_ma:5889.75 loss:0.01563 fps:1044 +frame:5.58e+06 wall_t:5346 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.8157 +2026-01-07 12:42:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6812.35 total_reward_ma:5905.19 loss:0.001567 fps:1044 +frame:5.59e+06 wall_t:5355 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.8102 +2026-01-07 12:42:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6898.20 total_reward_ma:5922.43 loss:-0.001748 fps:1044 +frame:5.60e+06 wall_t:5364 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.7827 +2026-01-07 12:42:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6898.20 total_reward_ma:5940.57 loss:0.002029 fps:1044 +frame:5.61e+06 wall_t:5373 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.7128 +2026-01-07 12:43:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6884.70 total_reward_ma:5957.39 loss:0.00767 fps:1044 +frame:5.62e+06 wall_t:5382 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.721 +2026-01-07 12:43:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6941.05 total_reward_ma:5975.68 loss:-0.003051 fps:1045 +frame:5.63e+06 wall_t:5390 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.7354 +2026-01-07 12:43:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6945.50 total_reward_ma:5993.97 loss:0.02474 fps:1045 +frame:5.64e+06 wall_t:5399 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.7794 +2026-01-07 12:43:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6972.20 total_reward_ma:6012.96 loss:0.02073 fps:1045 +frame:5.65e+06 wall_t:5408 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.8147 +2026-01-07 12:43:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6976.85 total_reward_ma:6030.81 loss:0.02189 fps:1045 +frame:5.66e+06 wall_t:5417 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.7548 +2026-01-07 12:43:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7004.95 total_reward_ma:6049.16 loss:0.009333 fps:1045 +frame:5.67e+06 wall_t:5426 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.7445 +2026-01-07 12:43:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6956.90 total_reward_ma:6066.97 loss:0.008683 fps:1045 +frame:5.68e+06 wall_t:5435 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.7216 +2026-01-07 12:44:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6939.75 total_reward_ma:6084.43 loss:-0.001348 fps:1045 +frame:5.69e+06 wall_t:5444 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.8129 +2026-01-07 12:44:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6970.15 total_reward_ma:6102.37 loss:0.003625 fps:1045 +frame:5.70e+06 wall_t:5453 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.73 +2026-01-07 12:44:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6970.15 total_reward_ma:6120.52 loss:-0.002142 fps:1046 +frame:5.71e+06 wall_t:5461 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.7281 +2026-01-07 12:44:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6869.60 total_reward_ma:6137.82 loss:0.007447 fps:1046 +frame:5.72e+06 wall_t:5470 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.7955 +2026-01-07 12:44:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6942.30 total_reward_ma:6155.66 loss:0.001561 fps:1046 +frame:5.73e+06 wall_t:5478 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.8636 +2026-01-07 12:44:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6954.05 total_reward_ma:6172.91 loss:-0.004681 fps:1046 +frame:5.74e+06 wall_t:5487 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.7904 +2026-01-07 12:44:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6954.05 total_reward_ma:6189.58 loss:0.0189 fps:1046 +frame:5.75e+06 wall_t:5496 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7702 +2026-01-07 12:45:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6911.15 total_reward_ma:6205.73 loss:0.005366 fps:1046 +frame:5.76e+06 wall_t:5505 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.6921 +2026-01-07 12:45:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6814.50 total_reward_ma:6220.58 loss:-0.006422 fps:1046 +frame:5.77e+06 wall_t:5514 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.8014 +2026-01-07 12:45:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6856.20 total_reward_ma:6237.01 loss:0.01115 fps:1047 +frame:5.78e+06 wall_t:5523 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7484 +2026-01-07 12:45:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6823.90 total_reward_ma:6252.71 loss:-0.003483 fps:1047 +frame:5.79e+06 wall_t:5531 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.7564 +2026-01-07 12:45:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6951.55 total_reward_ma:6270.06 loss:-0.006058 fps:1047 +frame:5.80e+06 wall_t:5540 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.7906 +2026-01-07 12:45:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6983.70 total_reward_ma:6287.32 loss:-0.002388 fps:1047 +frame:5.81e+06 wall_t:5549 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.7921 +2026-01-07 12:46:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7039.50 total_reward_ma:6305.03 loss:0.00207 fps:1047 +frame:5.82e+06 wall_t:5558 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.7328 +2026-01-07 12:46:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6943.05 total_reward_ma:6321.14 loss:-0.004048 fps:1047 +frame:5.83e+06 wall_t:5567 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.7816 +2026-01-07 12:46:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6943.05 total_reward_ma:6337.16 loss:-0.008707 fps:1047 +frame:5.84e+06 wall_t:5576 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.7253 +2026-01-07 12:46:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7044.35 total_reward_ma:6353.74 loss:-0.004055 fps:1047 +frame:5.85e+06 wall_t:5585 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.7723 +2026-01-07 12:46:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7045.80 total_reward_ma:6370.25 loss:0.001925 fps:1048 +frame:5.86e+06 wall_t:5594 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.7642 +2026-01-07 12:46:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6941.85 total_reward_ma:6385.71 loss:-0.01141 fps:1048 +frame:5.87e+06 wall_t:5603 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.8487 +2026-01-07 12:46:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6941.85 total_reward_ma:6401.23 loss:0.005595 fps:1048 +frame:5.88e+06 wall_t:5612 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.8045 +2026-01-07 12:47:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6932.75 total_reward_ma:6415.92 loss:0.006216 fps:1048 +frame:5.89e+06 wall_t:5620 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.7275 +2026-01-07 12:47:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6933.50 total_reward_ma:6430.40 loss:0.0003171 fps:1048 +frame:5.90e+06 wall_t:5629 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.7463 +2026-01-07 12:47:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6916.00 total_reward_ma:6443.96 loss:0.0141 fps:1048 +frame:5.91e+06 wall_t:5638 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7642 +2026-01-07 12:47:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6893.40 total_reward_ma:6456.79 loss:-0.000424 fps:1048 +frame:5.92e+06 wall_t:5647 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7758 +2026-01-07 12:47:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6865.75 total_reward_ma:6469.38 loss:-0.004536 fps:1048 +frame:5.93e+06 wall_t:5656 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.6977 +2026-01-07 12:47:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6878.35 total_reward_ma:6481.28 loss:0.003814 fps:1049 +frame:5.94e+06 wall_t:5665 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.8108 +2026-01-07 12:47:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6944.20 total_reward_ma:6493.42 loss:0.00754 fps:1049 +frame:5.95e+06 wall_t:5674 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.7558 +2026-01-07 12:48:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6856.90 total_reward_ma:6504.61 loss:0.005945 fps:1049 +frame:5.96e+06 wall_t:5684 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.7549 +2026-01-07 12:48:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6903.20 total_reward_ma:6515.41 loss:0.005927 fps:1049 +frame:5.97e+06 wall_t:5693 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.8057 +2026-01-07 12:48:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6892.85 total_reward_ma:6523.65 loss:0.001665 fps:1049 +frame:5.98e+06 wall_t:5701 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.7426 +2026-01-07 12:48:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6891.85 total_reward_ma:6532.43 loss:0.004348 fps:1049 +frame:5.99e+06 wall_t:5710 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7736 +2026-01-07 12:48:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7021.00 total_reward_ma:6541.59 loss:0.01433 fps:1049 +frame:6.00e+06 wall_t:5718 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.8245 +2026-01-07 12:48:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6982.10 total_reward_ma:6549.77 loss:-0.006786 fps:1049 +frame:6.01e+06 wall_t:5727 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.7543 +2026-01-07 12:48:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6954.80 total_reward_ma:6556.95 loss:-0.005577 fps:1050 +frame:6.02e+06 wall_t:5736 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.7686 +2026-01-07 12:49:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6993.85 total_reward_ma:6564.43 loss:-0.002115 fps:1050 +frame:6.03e+06 wall_t:5745 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.8257 +2026-01-07 12:49:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6967.15 total_reward_ma:6571.73 loss:0.01292 fps:1050 +frame:6.04e+06 wall_t:5754 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.762 +2026-01-07 12:49:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6985.60 total_reward_ma:6578.13 loss:-0.007126 fps:1050 +frame:6.05e+06 wall_t:5763 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7974 +2026-01-07 12:49:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6985.60 total_reward_ma:6585.66 loss:-0.0008585 fps:1050 +frame:6.06e+06 wall_t:5771 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7783 +2026-01-07 12:49:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:6952.40 total_reward_ma:6593.64 loss:0.0007523 fps:1050 +frame:6.07e+06 wall_t:5780 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.7816 +2026-01-07 12:49:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7007.50 total_reward_ma:6601.45 loss:0.003189 fps:1050 +frame:6.08e+06 wall_t:5788 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.7344 +2026-01-07 12:50:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7113.40 total_reward_ma:6609.88 loss:-0.003659 fps:1050 +frame:6.09e+06 wall_t:5798 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.7757 +2026-01-07 12:50:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7176.75 total_reward_ma:6618.84 loss:0.009044 fps:1050 +frame:6.10e+06 wall_t:5807 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7511 +2026-01-07 12:50:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7230.00 total_reward_ma:6628.21 loss:0.006762 fps:1051 +frame:6.11e+06 wall_t:5816 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.769 +2026-01-07 12:50:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7291.45 total_reward_ma:6638.21 loss:0.01266 fps:1050 +frame:6.12e+06 wall_t:5826 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7553 +2026-01-07 12:50:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7400.25 total_reward_ma:6649.65 loss:0.006726 fps:1051 +frame:6.13e+06 wall_t:5835 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.8132 +2026-01-07 12:50:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7336.70 total_reward_ma:6660.58 loss:0.007912 fps:1051 +frame:6.14e+06 wall_t:5844 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7232 +2026-01-07 12:50:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7336.70 total_reward_ma:6671.64 loss:-0.007937 fps:1051 +frame:6.15e+06 wall_t:5853 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.7187 +2026-01-07 12:51:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7325.80 total_reward_ma:6682.61 loss:-0.004215 fps:1051 +frame:6.16e+06 wall_t:5862 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.6835 +2026-01-07 12:51:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7514.40 total_reward_ma:6693.97 loss:0.0004805 fps:1051 +frame:6.17e+06 wall_t:5870 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.7497 +2026-01-07 12:51:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7514.40 total_reward_ma:6706.99 loss:0.01515 fps:1051 +frame:6.18e+06 wall_t:5879 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.6623 +2026-01-07 12:51:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7689.30 total_reward_ma:6722.06 loss:0.00104 fps:1051 +frame:6.19e+06 wall_t:5888 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.7457 +2026-01-07 12:51:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7647.55 total_reward_ma:6737.59 loss:-0.002146 fps:1051 +frame:6.20e+06 wall_t:5897 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.6791 +2026-01-07 12:51:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7728.35 total_reward_ma:6753.87 loss:0.002139 fps:1051 +frame:6.21e+06 wall_t:5906 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.7181 +2026-01-07 12:51:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7553.75 total_reward_ma:6768.45 loss:0.004902 fps:1052 +frame:6.22e+06 wall_t:5915 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.7531 +2026-01-07 12:52:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7692.25 total_reward_ma:6784.43 loss:0.01274 fps:1052 +frame:6.23e+06 wall_t:5923 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.6603 +2026-01-07 12:52:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7761.75 total_reward_ma:6800.15 loss:0.006723 fps:1052 +frame:6.24e+06 wall_t:5933 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.6556 +2026-01-07 12:52:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7769.15 total_reward_ma:6816.60 loss:-0.001584 fps:1052 +frame:6.25e+06 wall_t:5942 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.7232 +2026-01-07 12:52:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:7952.95 total_reward_ma:6834.84 loss:0.005762 fps:1052 +frame:6.26e+06 wall_t:5951 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7391 +2026-01-07 12:52:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8002.40 total_reward_ma:6853.40 loss:0.01317 fps:1052 +frame:6.27e+06 wall_t:5960 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.7396 +2026-01-07 12:52:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8027.50 total_reward_ma:6872.92 loss:0.0003477 fps:1052 +frame:6.28e+06 wall_t:5969 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.7378 +2026-01-07 12:53:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8125.05 total_reward_ma:6891.93 loss:0.01803 fps:1052 +frame:6.29e+06 wall_t:5979 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.6977 +2026-01-07 12:53:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8216.35 total_reward_ma:6912.20 loss:0.008573 fps:1052 +frame:6.30e+06 wall_t:5989 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.642 +2026-01-07 12:53:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8222.65 total_reward_ma:6932.79 loss:0.008625 fps:1052 +frame:6.31e+06 wall_t:5998 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.6611 +2026-01-07 12:53:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8249.60 total_reward_ma:6953.45 loss:0.02403 fps:1052 +frame:6.32e+06 wall_t:6006 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.6614 +2026-01-07 12:53:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8227.35 total_reward_ma:6972.43 loss:0.0008762 fps:1052 +frame:6.33e+06 wall_t:6016 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.7045 +2026-01-07 12:53:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8240.40 total_reward_ma:6991.08 loss:0.008897 fps:1052 +frame:6.34e+06 wall_t:6025 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.7196 +2026-01-07 12:53:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8240.40 total_reward_ma:7011.63 loss:0.02406 fps:1052 +frame:6.35e+06 wall_t:6034 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.637 +2026-01-07 12:54:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8215.40 total_reward_ma:7031.93 loss:-0.004283 fps:1052 +frame:6.36e+06 wall_t:6044 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.695 +2026-01-07 12:54:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8232.80 total_reward_ma:7052.21 loss:0.01594 fps:1052 +frame:6.37e+06 wall_t:6053 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.7352 +2026-01-07 12:54:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8194.00 total_reward_ma:7072.93 loss:0.001359 fps:1052 +frame:6.38e+06 wall_t:6062 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.7026 +2026-01-07 12:54:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8234.85 total_reward_ma:7093.64 loss:0.01431 fps:1053 +frame:6.39e+06 wall_t:6071 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.7073 +2026-01-07 12:54:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8334.40 total_reward_ma:7116.32 loss:-0.004308 fps:1052 +frame:6.40e+06 wall_t:6081 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.6627 +2026-01-07 12:54:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8322.85 total_reward_ma:7138.22 loss:0.009542 fps:1053 +frame:6.41e+06 wall_t:6090 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.6663 +2026-01-07 12:55:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8273.35 total_reward_ma:7159.65 loss:0.03156 fps:1053 +frame:6.42e+06 wall_t:6099 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.7248 +2026-01-07 12:55:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8280.05 total_reward_ma:7180.26 loss:0.01379 fps:1053 +frame:6.43e+06 wall_t:6108 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.704 +2026-01-07 12:55:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8372.75 total_reward_ma:7201.52 loss:0.007594 fps:1053 +frame:6.44e+06 wall_t:6117 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.6406 +2026-01-07 12:55:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8360.25 total_reward_ma:7222.69 loss:0.006622 fps:1053 +frame:6.45e+06 wall_t:6126 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.663 +2026-01-07 12:55:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8355.55 total_reward_ma:7244.07 loss:0.01553 fps:1053 +frame:6.46e+06 wall_t:6135 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.6633 +2026-01-07 12:55:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8356.60 total_reward_ma:7265.24 loss:0.01562 fps:1053 +frame:6.47e+06 wall_t:6145 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.6562 +2026-01-07 12:55:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8411.25 total_reward_ma:7286.75 loss:0.01098 fps:1053 +frame:6.48e+06 wall_t:6154 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.6617 +2026-01-07 12:56:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8426.85 total_reward_ma:7307.75 loss:0.007828 fps:1053 +frame:6.49e+06 wall_t:6162 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.6755 +2026-01-07 12:56:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8423.00 total_reward_ma:7327.61 loss:0.02902 fps:1053 +frame:6.50e+06 wall_t:6172 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.6736 +2026-01-07 12:56:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8474.30 total_reward_ma:7347.71 loss:0.008713 fps:1053 +frame:6.51e+06 wall_t:6181 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.7295 +2026-01-07 12:56:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8496.85 total_reward_ma:7368.04 loss:-0.002414 fps:1053 +frame:6.52e+06 wall_t:6191 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.6698 +2026-01-07 12:56:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8510.10 total_reward_ma:7388.30 loss:-0.008397 fps:1053 +frame:6.53e+06 wall_t:6200 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.7242 +2026-01-07 12:56:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8483.45 total_reward_ma:7408.30 loss:0.01139 fps:1053 +frame:6.54e+06 wall_t:6210 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.7426 +2026-01-07 12:57:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8538.10 total_reward_ma:7428.01 loss:0.002558 fps:1053 +frame:6.55e+06 wall_t:6219 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.6614 +2026-01-07 12:57:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8490.85 total_reward_ma:7446.97 loss:-0.0016 fps:1053 +frame:6.56e+06 wall_t:6228 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.6274 +2026-01-07 12:57:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8362.25 total_reward_ma:7464.10 loss:0.005058 fps:1053 +frame:6.57e+06 wall_t:6237 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7291 +2026-01-07 12:57:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8362.25 total_reward_ma:7479.89 loss:0.001082 fps:1053 +frame:6.58e+06 wall_t:6246 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.692 +2026-01-07 12:57:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8333.00 total_reward_ma:7495.10 loss:0.01579 fps:1054 +frame:6.59e+06 wall_t:6255 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.6606 +2026-01-07 12:57:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8308.95 total_reward_ma:7509.20 loss:0.00783 fps:1054 +frame:6.60e+06 wall_t:6264 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.6743 +2026-01-07 12:57:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8374.20 total_reward_ma:7523.96 loss:0.01642 fps:1054 +frame:6.61e+06 wall_t:6274 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7423 +2026-01-07 12:58:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8447.85 total_reward_ma:7539.59 loss:0.00926 fps:1054 +frame:6.62e+06 wall_t:6283 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7068 +2026-01-07 12:58:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8513.90 total_reward_ma:7555.32 loss:0.01428 fps:1054 +frame:6.63e+06 wall_t:6293 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.695 +2026-01-07 12:58:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8476.00 total_reward_ma:7570.63 loss:0.01149 fps:1054 +frame:6.64e+06 wall_t:6302 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.6684 +2026-01-07 12:58:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8588.40 total_reward_ma:7586.79 loss:-0.004647 fps:1054 +frame:6.65e+06 wall_t:6312 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.6851 +2026-01-07 12:58:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8417.55 total_reward_ma:7601.20 loss:0.007825 fps:1054 +frame:6.66e+06 wall_t:6320 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.6972 +2026-01-07 12:58:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8396.20 total_reward_ma:7615.11 loss:0.01126 fps:1054 +frame:6.67e+06 wall_t:6329 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7445 +2026-01-07 12:59:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8305.40 total_reward_ma:7628.59 loss:0.001003 fps:1054 +frame:6.68e+06 wall_t:6338 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.7552 +2026-01-07 12:59:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8297.35 total_reward_ma:7642.17 loss:0.01728 fps:1054 +frame:6.69e+06 wall_t:6347 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7385 +2026-01-07 12:59:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8197.15 total_reward_ma:7654.44 loss:-0.002707 fps:1054 +frame:6.70e+06 wall_t:6357 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7796 +2026-01-07 12:59:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8197.15 total_reward_ma:7666.71 loss:0.0004718 fps:1054 +frame:6.71e+06 wall_t:6366 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.7399 +2026-01-07 12:59:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8015.30 total_reward_ma:7678.17 loss:0.01359 fps:1054 +frame:6.72e+06 wall_t:6375 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.7038 +2026-01-07 12:59:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8105.00 total_reward_ma:7689.79 loss:0.005533 fps:1054 +frame:6.73e+06 wall_t:6385 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.7356 +2026-01-07 12:59:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8219.25 total_reward_ma:7702.45 loss:0.01087 fps:1054 +frame:6.74e+06 wall_t:6394 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.6756 +2026-01-07 13:00:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8189.15 total_reward_ma:7714.80 loss:0.007845 fps:1054 +frame:6.75e+06 wall_t:6403 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7117 +2026-01-07 13:00:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8189.15 total_reward_ma:7727.58 loss:0.007391 fps:1054 +frame:6.76e+06 wall_t:6412 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.711 +2026-01-07 13:00:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8281.60 total_reward_ma:7742.25 loss:0.003115 fps:1054 +frame:6.77e+06 wall_t:6421 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7291 +2026-01-07 13:00:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8367.90 total_reward_ma:7757.37 loss:-0.0006421 fps:1054 +frame:6.78e+06 wall_t:6431 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.6692 +2026-01-07 13:00:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8406.95 total_reward_ma:7773.20 loss:0.01451 fps:1054 +frame:6.79e+06 wall_t:6440 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.7335 +2026-01-07 13:00:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8507.30 total_reward_ma:7788.75 loss:-0.001451 fps:1054 +frame:6.80e+06 wall_t:6449 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.7361 +2026-01-07 13:01:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8550.00 total_reward_ma:7804.42 loss:0.02239 fps:1054 +frame:6.81e+06 wall_t:6459 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.7319 +2026-01-07 13:01:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8569.30 total_reward_ma:7819.71 loss:-0.006096 fps:1054 +frame:6.82e+06 wall_t:6468 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7276 +2026-01-07 13:01:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8569.30 total_reward_ma:7835.98 loss:0.0007085 fps:1055 +frame:6.83e+06 wall_t:6476 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.7731 +2026-01-07 13:01:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8616.60 total_reward_ma:7852.71 loss:0.02298 fps:1055 +frame:6.84e+06 wall_t:6485 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.7475 +2026-01-07 13:01:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8506.45 total_reward_ma:7867.33 loss:0.003613 fps:1055 +frame:6.85e+06 wall_t:6495 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.7881 +2026-01-07 13:01:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8493.65 total_reward_ma:7881.81 loss:0.004649 fps:1055 +frame:6.86e+06 wall_t:6504 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.7228 +2026-01-07 13:01:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8499.20 total_reward_ma:7897.38 loss:0.01027 fps:1055 +frame:6.87e+06 wall_t:6513 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.7322 +2026-01-07 13:02:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8750.35 total_reward_ma:7915.47 loss:-0.007477 fps:1055 +frame:6.88e+06 wall_t:6523 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.7432 +2026-01-07 13:02:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8727.20 total_reward_ma:7933.41 loss:-0.006597 fps:1055 +frame:6.89e+06 wall_t:6532 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.8166 +2026-01-07 13:02:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8621.55 total_reward_ma:7950.29 loss:0.00628 fps:1055 +frame:6.90e+06 wall_t:6541 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.6912 +2026-01-07 13:02:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8652.85 total_reward_ma:7967.66 loss:-0.003821 fps:1055 +frame:6.91e+06 wall_t:6551 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7237 +2026-01-07 13:02:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8780.80 total_reward_ma:7986.54 loss:0.002452 fps:1055 +frame:6.92e+06 wall_t:6559 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.7806 +2026-01-07 13:02:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8819.50 total_reward_ma:8006.08 loss:-0.000823 fps:1055 +frame:6.93e+06 wall_t:6568 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.7372 +2026-01-07 13:03:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8819.50 total_reward_ma:8025.49 loss:-0.003002 fps:1055 +frame:6.94e+06 wall_t:6577 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.6702 +2026-01-07 13:03:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8831.90 total_reward_ma:8044.36 loss:0.005617 fps:1055 +frame:6.95e+06 wall_t:6587 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.6846 +2026-01-07 13:03:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8745.30 total_reward_ma:8063.25 loss:0.004742 fps:1055 +frame:6.96e+06 wall_t:6596 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.7323 +2026-01-07 13:03:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8860.20 total_reward_ma:8082.82 loss:0.004295 fps:1055 +frame:6.97e+06 wall_t:6605 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.6905 +2026-01-07 13:03:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8784.60 total_reward_ma:8101.73 loss:0.008261 fps:1055 +frame:6.98e+06 wall_t:6615 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.7353 +2026-01-07 13:03:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8944.60 total_reward_ma:8122.26 loss:0.01872 fps:1055 +frame:6.99e+06 wall_t:6624 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.7447 +2026-01-07 13:03:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9051.15 total_reward_ma:8142.56 loss:0.006854 fps:1055 +frame:7.00e+06 wall_t:6632 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.6713 +2026-01-07 13:04:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9034.00 total_reward_ma:8163.08 loss:-0.002751 fps:1055 +frame:7.01e+06 wall_t:6642 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.6893 +2026-01-07 13:04:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9034.00 total_reward_ma:8183.88 loss:0.005146 fps:1055 +frame:7.02e+06 wall_t:6651 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.72 +2026-01-07 13:04:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9034.00 total_reward_ma:8204.28 loss:-0.004444 fps:1055 +frame:7.03e+06 wall_t:6661 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.6683 +2026-01-07 13:04:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9114.35 total_reward_ma:8225.75 loss:0.01233 fps:1055 +frame:7.04e+06 wall_t:6670 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.7036 +2026-01-07 13:04:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9202.85 total_reward_ma:8247.92 loss:0.01206 fps:1056 +frame:7.05e+06 wall_t:6679 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.6941 +2026-01-07 13:04:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9137.70 total_reward_ma:8269.44 loss:0.004672 fps:1056 +frame:7.06e+06 wall_t:6688 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.7141 +2026-01-07 13:05:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9196.75 total_reward_ma:8291.89 loss:0.001016 fps:1056 +frame:7.07e+06 wall_t:6697 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.6716 +2026-01-07 13:05:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9271.60 total_reward_ma:8314.53 loss:0.009979 fps:1056 +frame:7.08e+06 wall_t:6706 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.7075 +2026-01-07 13:05:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9226.00 total_reward_ma:8335.65 loss:0.002535 fps:1056 +frame:7.09e+06 wall_t:6714 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.7452 +2026-01-07 13:05:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9226.00 total_reward_ma:8356.14 loss:-0.0007436 fps:1056 +frame:7.10e+06 wall_t:6724 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.7263 +2026-01-07 13:05:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9157.70 total_reward_ma:8375.42 loss:0.01344 fps:1056 +frame:7.11e+06 wall_t:6733 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.7044 +2026-01-07 13:05:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9137.75 total_reward_ma:8393.88 loss:0.01014 fps:1056 +frame:7.12e+06 wall_t:6742 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.6983 +2026-01-07 13:05:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9185.80 total_reward_ma:8411.74 loss:0.008071 fps:1056 +frame:7.13e+06 wall_t:6751 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.6441 +2026-01-07 13:06:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9125.10 total_reward_ma:8429.62 loss:0.002098 fps:1056 +frame:7.14e+06 wall_t:6760 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.7427 +2026-01-07 13:06:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9070.30 total_reward_ma:8446.96 loss:0.004192 fps:1056 +frame:7.15e+06 wall_t:6770 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.6714 +2026-01-07 13:06:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9115.75 total_reward_ma:8464.86 loss:0.009479 fps:1056 +frame:7.16e+06 wall_t:6779 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.7116 +2026-01-07 13:06:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9185.00 total_reward_ma:8481.57 loss:0.02011 fps:1056 +frame:7.17e+06 wall_t:6788 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.7332 +2026-01-07 13:06:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9185.00 total_reward_ma:8498.27 loss:0.009032 fps:1056 +frame:7.18e+06 wall_t:6797 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.6937 +2026-01-07 13:06:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9185.00 total_reward_ma:8513.23 loss:0.01176 fps:1056 +frame:7.19e+06 wall_t:6806 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.7021 +2026-01-07 13:06:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9770.80 total_reward_ma:8534.46 loss:0.02039 fps:1056 +frame:7.20e+06 wall_t:6816 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.7708 +2026-01-07 13:07:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9651.00 total_reward_ma:8553.69 loss:0.01177 fps:1056 +frame:7.21e+06 wall_t:6825 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.7129 +2026-01-07 13:07:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9656.05 total_reward_ma:8574.71 loss:-0.003235 fps:1056 +frame:7.22e+06 wall_t:6835 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.7748 +2026-01-07 13:07:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9698.85 total_reward_ma:8594.78 loss:0.008658 fps:1056 +frame:7.23e+06 wall_t:6844 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.7061 +2026-01-07 13:07:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9698.85 total_reward_ma:8614.15 loss:0.01415 fps:1056 +frame:7.24e+06 wall_t:6853 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.717 +2026-01-07 13:07:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9497.65 total_reward_ma:8631.43 loss:0.01655 fps:1057 +frame:7.25e+06 wall_t:6862 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7175 +2026-01-07 13:07:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9422.55 total_reward_ma:8646.13 loss:0.006581 fps:1057 +frame:7.26e+06 wall_t:6871 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.7393 +2026-01-07 13:08:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9422.55 total_reward_ma:8660.33 loss:0.02631 fps:1057 +frame:7.27e+06 wall_t:6880 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.6955 +2026-01-07 13:08:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9396.35 total_reward_ma:8674.02 loss:0.01432 fps:1057 +frame:7.28e+06 wall_t:6890 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.709 +2026-01-07 13:08:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9366.20 total_reward_ma:8686.43 loss:-0.006891 fps:1057 +frame:7.29e+06 wall_t:6899 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.705 +2026-01-07 13:08:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9381.00 total_reward_ma:8698.08 loss:-0.002336 fps:1057 +frame:7.30e+06 wall_t:6908 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.705 +2026-01-07 13:08:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9333.90 total_reward_ma:8709.19 loss:0.007997 fps:1057 +frame:7.31e+06 wall_t:6917 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.7074 +2026-01-07 13:08:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9360.35 total_reward_ma:8720.30 loss:-0.002926 fps:1057 +frame:7.32e+06 wall_t:6927 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.7233 +2026-01-07 13:08:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9416.50 total_reward_ma:8732.19 loss:0.006529 fps:1057 +frame:7.33e+06 wall_t:6936 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.6664 +2026-01-07 13:09:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9459.45 total_reward_ma:8744.38 loss:0.01499 fps:1057 +frame:7.34e+06 wall_t:6944 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.7004 +2026-01-07 13:09:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9273.20 total_reward_ma:8754.71 loss:0.002778 fps:1057 +frame:7.35e+06 wall_t:6954 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.6703 +2026-01-07 13:09:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9340.15 total_reward_ma:8765.95 loss:0.006248 fps:1057 +frame:7.36e+06 wall_t:6963 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.6859 +2026-01-07 13:09:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9360.35 total_reward_ma:8777.23 loss:-0.006019 fps:1057 +frame:7.37e+06 wall_t:6972 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.6497 +2026-01-07 13:09:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9274.60 total_reward_ma:8788.04 loss:0.008993 fps:1057 +frame:7.38e+06 wall_t:6981 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.6514 +2026-01-07 13:09:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9285.95 total_reward_ma:8798.55 loss:0.002006 fps:1057 +frame:7.39e+06 wall_t:6990 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.7174 +2026-01-07 13:10:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9278.75 total_reward_ma:8807.99 loss:0.009203 fps:1057 +frame:7.40e+06 wall_t:6999 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.6629 +2026-01-07 13:10:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9252.15 total_reward_ma:8817.28 loss:0.008922 fps:1057 +frame:7.41e+06 wall_t:7008 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.6765 +2026-01-07 13:10:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9153.45 total_reward_ma:8826.08 loss:0.02697 fps:1057 +frame:7.42e+06 wall_t:7017 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.6229 +2026-01-07 13:10:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9081.60 total_reward_ma:8834.10 loss:0.01157 fps:1058 +frame:7.43e+06 wall_t:7026 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.6385 +2026-01-07 13:10:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8901.75 total_reward_ma:8839.39 loss:0.008233 fps:1058 +frame:7.44e+06 wall_t:7035 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.6783 +2026-01-07 13:10:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8901.75 total_reward_ma:8844.80 loss:0.008764 fps:1058 +frame:7.45e+06 wall_t:7044 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.5916 +2026-01-07 13:10:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9097.35 total_reward_ma:8852.22 loss:0.01127 fps:1058 +frame:7.46e+06 wall_t:7053 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.613 +2026-01-07 13:11:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9097.35 total_reward_ma:8859.63 loss:0.01142 fps:1058 +frame:7.47e+06 wall_t:7063 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.7393 +2026-01-07 13:11:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9150.95 total_reward_ma:8867.03 loss:0.01868 fps:1058 +frame:7.48e+06 wall_t:7072 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.6693 +2026-01-07 13:11:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9099.80 total_reward_ma:8873.76 loss:0.01076 fps:1058 +frame:7.49e+06 wall_t:7081 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.6696 +2026-01-07 13:11:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9126.85 total_reward_ma:8880.80 loss:-0.002314 fps:1058 +frame:7.50e+06 wall_t:7090 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6461 +2026-01-07 13:11:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9126.85 total_reward_ma:8887.32 loss:0.008272 fps:1058 +frame:7.51e+06 wall_t:7098 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.6359 +2026-01-07 13:11:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9193.55 total_reward_ma:8894.29 loss:0.007843 fps:1058 +frame:7.52e+06 wall_t:7107 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.5813 +2026-01-07 13:11:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9178.75 total_reward_ma:8900.98 loss:0.02535 fps:1058 +frame:7.53e+06 wall_t:7116 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.6427 +2026-01-07 13:12:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9163.80 total_reward_ma:8907.78 loss:0.02565 fps:1058 +frame:7.54e+06 wall_t:7125 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.6928 +2026-01-07 13:12:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9168.35 total_reward_ma:8914.08 loss:0.01168 fps:1058 +frame:7.55e+06 wall_t:7134 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.6513 +2026-01-07 13:12:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9154.25 total_reward_ma:8920.71 loss:0.0177 fps:1058 +frame:7.56e+06 wall_t:7143 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.6237 +2026-01-07 13:12:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9229.45 total_reward_ma:8929.39 loss:0.005513 fps:1058 +frame:7.57e+06 wall_t:7152 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.6469 +2026-01-07 13:12:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9213.30 total_reward_ma:8937.90 loss:0.01495 fps:1059 +frame:7.58e+06 wall_t:7161 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.6382 +2026-01-07 13:12:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9175.45 total_reward_ma:8946.32 loss:0.01244 fps:1059 +frame:7.59e+06 wall_t:7170 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.6554 +2026-01-07 13:13:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9215.95 total_reward_ma:8955.39 loss:0.00535 fps:1059 +frame:7.60e+06 wall_t:7178 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.6598 +2026-01-07 13:13:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9171.20 total_reward_ma:8963.36 loss:0.02262 fps:1059 +frame:7.61e+06 wall_t:7187 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.6468 +2026-01-07 13:13:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9187.10 total_reward_ma:8970.75 loss:0.0009073 fps:1059 +frame:7.62e+06 wall_t:7196 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.6402 +2026-01-07 13:13:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9057.00 total_reward_ma:8976.19 loss:0.01608 fps:1059 +frame:7.63e+06 wall_t:7205 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.6248 +2026-01-07 13:13:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8933.60 total_reward_ma:8980.76 loss:0.02889 fps:1059 +frame:7.64e+06 wall_t:7214 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.6301 +2026-01-07 13:13:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8847.70 total_reward_ma:8983.35 loss:0.01482 fps:1059 +frame:7.65e+06 wall_t:7222 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.6677 +2026-01-07 13:13:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:8907.10 total_reward_ma:8988.25 loss:0.003227 fps:1059 +frame:7.66e+06 wall_t:7231 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.6192 +2026-01-07 13:14:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9090.95 total_reward_ma:8995.20 loss:0.01508 fps:1059 +frame:7.67e+06 wall_t:7241 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.66 +2026-01-07 13:14:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9095.05 total_reward_ma:9003.09 loss:0.01754 fps:1059 +frame:7.68e+06 wall_t:7250 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.6115 +2026-01-07 13:14:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9039.25 total_reward_ma:9010.51 loss:0.01226 fps:1060 +frame:7.69e+06 wall_t:7258 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.6576 +2026-01-07 13:14:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9077.95 total_reward_ma:9019.32 loss:0.01774 fps:1060 +frame:7.70e+06 wall_t:7267 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.6221 +2026-01-07 13:14:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9243.55 total_reward_ma:9029.79 loss:0.02905 fps:1060 +frame:7.71e+06 wall_t:7276 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.6576 +2026-01-07 13:14:48 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9260.85 total_reward_ma:9042.24 loss:0.0126 fps:1060 +frame:7.72e+06 wall_t:7285 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.6171 +2026-01-07 13:14:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9296.55 total_reward_ma:9054.16 loss:0.01108 fps:1060 +frame:7.73e+06 wall_t:7294 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.6567 +2026-01-07 13:15:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9283.50 total_reward_ma:9064.80 loss:0.01623 fps:1060 +frame:7.74e+06 wall_t:7303 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.6646 +2026-01-07 13:15:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9283.50 total_reward_ma:9075.74 loss:0.008348 fps:1060 +frame:7.75e+06 wall_t:7312 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.6044 +2026-01-07 13:15:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9350.65 total_reward_ma:9087.36 loss:0.008281 fps:1060 +frame:7.76e+06 wall_t:7321 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.7113 +2026-01-07 13:15:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9513.45 total_reward_ma:9099.67 loss:0.01005 fps:1060 +frame:7.77e+06 wall_t:7329 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.6592 +2026-01-07 13:15:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9657.30 total_reward_ma:9112.57 loss:0.0141 fps:1060 +frame:7.78e+06 wall_t:7338 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.57 +2026-01-07 13:15:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:9830.85 total_reward_ma:9126.81 loss:0.02172 fps:1060 +frame:7.79e+06 wall_t:7347 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.7019 +2026-01-07 13:15:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10040.60 total_reward_ma:9142.14 loss:0.00433 fps:1060 +frame:7.80e+06 wall_t:7356 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.7308 +2026-01-07 13:16:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10040.60 total_reward_ma:9157.05 loss:-0.002009 fps:1060 +frame:7.81e+06 wall_t:7365 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.6489 +2026-01-07 13:16:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10040.60 total_reward_ma:9171.76 loss:0.02716 fps:1061 +frame:7.82e+06 wall_t:7373 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.6751 +2026-01-07 13:16:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10051.10 total_reward_ma:9186.58 loss:0.01126 fps:1061 +frame:7.83e+06 wall_t:7382 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.648 +2026-01-07 13:16:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10174.55 total_reward_ma:9202.16 loss:0.004639 fps:1061 +frame:7.84e+06 wall_t:7391 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.7169 +2026-01-07 13:16:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10174.55 total_reward_ma:9218.84 loss:0.000893 fps:1061 +frame:7.85e+06 wall_t:7400 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.6815 +2026-01-07 13:16:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10086.60 total_reward_ma:9234.77 loss:0.01758 fps:1061 +frame:7.86e+06 wall_t:7408 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.7147 +2026-01-07 13:17:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10125.80 total_reward_ma:9251.03 loss:-0.003961 fps:1061 +frame:7.87e+06 wall_t:7417 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.6624 +2026-01-07 13:17:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10173.70 total_reward_ma:9265.27 loss:0.006532 fps:1061 +frame:7.88e+06 wall_t:7426 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.6534 +2026-01-07 13:17:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10209.55 total_reward_ma:9280.09 loss:0.008991 fps:1061 +frame:7.89e+06 wall_t:7434 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.6812 +2026-01-07 13:17:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10330.35 total_reward_ma:9297.18 loss:0.01396 fps:1061 +frame:7.90e+06 wall_t:7443 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.6699 +2026-01-07 13:17:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10353.90 total_reward_ma:9314.19 loss:0.007217 fps:1061 +frame:7.91e+06 wall_t:7452 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.7212 +2026-01-07 13:17:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10465.50 total_reward_ma:9331.04 loss:0.02505 fps:1061 +frame:7.92e+06 wall_t:7462 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.6391 +2026-01-07 13:17:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10484.50 total_reward_ma:9347.69 loss:0.008368 fps:1061 +frame:7.93e+06 wall_t:7471 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.6848 +2026-01-07 13:18:02 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10484.50 total_reward_ma:9364.34 loss:0.007962 fps:1062 +frame:7.94e+06 wall_t:7479 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.6255 +2026-01-07 13:18:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10294.90 total_reward_ma:9378.97 loss:0.01172 fps:1062 +frame:7.95e+06 wall_t:7488 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.7093 +2026-01-07 13:18:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10304.95 total_reward_ma:9394.56 loss:0.01513 fps:1062 +frame:7.96e+06 wall_t:7497 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.5857 +2026-01-07 13:18:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10304.95 total_reward_ma:9409.01 loss:0.0074 fps:1062 +frame:7.97e+06 wall_t:7506 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.6424 +2026-01-07 13:18:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10304.95 total_reward_ma:9424.21 loss:0.0239 fps:1062 +frame:7.98e+06 wall_t:7515 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.678 +2026-01-07 13:18:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10333.15 total_reward_ma:9438.10 loss:0.01579 fps:1062 +frame:7.99e+06 wall_t:7524 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.644 +2026-01-07 13:18:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10235.55 total_reward_ma:9449.94 loss:-0.0007183 fps:1062 +frame:8.00e+06 wall_t:7533 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.645 +2026-01-07 13:19:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10267.25 total_reward_ma:9462.28 loss:0.01807 fps:1062 +frame:8.01e+06 wall_t:7542 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.6481 +2026-01-07 13:19:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10290.80 total_reward_ma:9474.84 loss:0.00919 fps:1062 +frame:8.02e+06 wall_t:7551 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.6188 +2026-01-07 13:19:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10276.65 total_reward_ma:9487.27 loss:0.01731 fps:1062 +frame:8.03e+06 wall_t:7559 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.6668 +2026-01-07 13:19:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10618.55 total_reward_ma:9502.31 loss:0.008058 fps:1062 +frame:8.04e+06 wall_t:7568 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.6805 +2026-01-07 13:19:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10618.55 total_reward_ma:9516.47 loss:0.007293 fps:1062 +frame:8.05e+06 wall_t:7577 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.6189 +2026-01-07 13:19:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10603.40 total_reward_ma:9531.13 loss:0.0124 fps:1063 +frame:8.06e+06 wall_t:7585 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.6058 +2026-01-07 13:19:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10721.45 total_reward_ma:9546.37 loss:0.002048 fps:1063 +frame:8.07e+06 wall_t:7594 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.643 +2026-01-07 13:20:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10669.65 total_reward_ma:9560.35 loss:0.008049 fps:1063 +frame:8.08e+06 wall_t:7603 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.6105 +2026-01-07 13:20:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11051.00 total_reward_ma:9578.60 loss:0.005355 fps:1063 +frame:8.09e+06 wall_t:7612 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.6586 +2026-01-07 13:20:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11056.00 total_reward_ma:9596.90 loss:0.006295 fps:1063 +frame:8.10e+06 wall_t:7621 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.5691 +2026-01-07 13:20:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11159.75 total_reward_ma:9616.92 loss:0.001845 fps:1063 +frame:8.11e+06 wall_t:7629 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.6405 +2026-01-07 13:20:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11129.25 total_reward_ma:9636.84 loss:0.01332 fps:1063 +frame:8.12e+06 wall_t:7638 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.682 +2026-01-07 13:20:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11153.20 total_reward_ma:9656.51 loss:0.004322 fps:1063 +frame:8.13e+06 wall_t:7647 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.6353 +2026-01-07 13:20:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11142.10 total_reward_ma:9676.68 loss:0.01897 fps:1063 +frame:8.14e+06 wall_t:7656 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.6187 +2026-01-07 13:21:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11134.95 total_reward_ma:9697.33 loss:0.01973 fps:1063 +frame:8.15e+06 wall_t:7665 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.6593 +2026-01-07 13:21:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11110.15 total_reward_ma:9717.27 loss:0.01195 fps:1063 +frame:8.16e+06 wall_t:7674 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6577 +2026-01-07 13:21:26 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11118.65 total_reward_ma:9736.61 loss:0.01472 fps:1063 +frame:8.17e+06 wall_t:7683 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.6284 +2026-01-07 13:21:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11046.60 total_reward_ma:9755.23 loss:0.01589 fps:1063 +frame:8.18e+06 wall_t:7692 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.6583 +2026-01-07 13:21:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11032.55 total_reward_ma:9773.70 loss:0.01151 fps:1063 +frame:8.19e+06 wall_t:7701 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.5607 +2026-01-07 13:21:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11032.55 total_reward_ma:9786.32 loss:0.002986 fps:1064 +frame:8.20e+06 wall_t:7709 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.6341 +2026-01-07 13:22:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11261.25 total_reward_ma:9802.42 loss:0.0005995 fps:1064 +frame:8.21e+06 wall_t:7718 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.6864 +2026-01-07 13:22:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11157.45 total_reward_ma:9817.44 loss:0.005673 fps:1064 +frame:8.22e+06 wall_t:7727 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.6046 +2026-01-07 13:22:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11354.95 total_reward_ma:9834.00 loss:0.01226 fps:1064 +frame:8.23e+06 wall_t:7736 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.5926 +2026-01-07 13:22:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11346.05 total_reward_ma:9850.47 loss:0.01503 fps:1064 +frame:8.24e+06 wall_t:7745 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.586 +2026-01-07 13:22:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11336.25 total_reward_ma:9868.85 loss:0.01526 fps:1064 +frame:8.25e+06 wall_t:7754 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.5938 +2026-01-07 13:22:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11352.60 total_reward_ma:9888.16 loss:0.02101 fps:1064 +frame:8.26e+06 wall_t:7763 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.6424 +2026-01-07 13:22:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11359.20 total_reward_ma:9907.52 loss:0.01772 fps:1064 +frame:8.27e+06 wall_t:7772 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.6307 +2026-01-07 13:23:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11234.20 total_reward_ma:9925.90 loss:0.007894 fps:1064 +frame:8.28e+06 wall_t:7780 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.5533 +2026-01-07 13:23:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11083.75 total_reward_ma:9943.08 loss:0.006743 fps:1064 +frame:8.29e+06 wall_t:7789 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.5728 +2026-01-07 13:23:21 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10883.65 total_reward_ma:9958.10 loss:0.007486 fps:1064 +frame:8.30e+06 wall_t:7798 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.6245 +2026-01-07 13:23:30 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10939.80 total_reward_ma:9974.16 loss:0.0001142 fps:1065 +frame:8.31e+06 wall_t:7806 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.5717 +2026-01-07 13:23:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10913.65 total_reward_ma:9989.69 loss:0.01458 fps:1065 +frame:8.32e+06 wall_t:7815 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5937 +2026-01-07 13:23:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10926.15 total_reward_ma:10004.79 loss:0.01461 fps:1065 +frame:8.33e+06 wall_t:7824 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.5649 +2026-01-07 13:23:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10891.85 total_reward_ma:10019.12 loss:0.007132 fps:1065 +frame:8.34e+06 wall_t:7833 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.605 +2026-01-07 13:24:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:10970.65 total_reward_ma:10036.09 loss:0.01229 fps:1065 +frame:8.35e+06 wall_t:7842 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.6218 +2026-01-07 13:24:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11102.00 total_reward_ma:10053.71 loss:0.02294 fps:1065 +frame:8.36e+06 wall_t:7851 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.5658 +2026-01-07 13:24:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11142.55 total_reward_ma:10071.53 loss:0.007061 fps:1065 +frame:8.37e+06 wall_t:7859 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.5871 +2026-01-07 13:24:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11142.55 total_reward_ma:10090.21 loss:0.002005 fps:1065 +frame:8.38e+06 wall_t:7868 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.5559 +2026-01-07 13:24:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11244.55 total_reward_ma:10109.80 loss:0.007899 fps:1065 +frame:8.39e+06 wall_t:7877 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5779 +2026-01-07 13:24:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11353.65 total_reward_ma:10130.54 loss:0.01018 fps:1065 +frame:8.40e+06 wall_t:7885 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.5683 +2026-01-07 13:24:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11346.10 total_reward_ma:10151.48 loss:0.01428 fps:1065 +frame:8.41e+06 wall_t:7894 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.5844 +2026-01-07 13:25:06 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11375.50 total_reward_ma:10173.70 loss:0.004875 fps:1065 +frame:8.42e+06 wall_t:7903 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.5777 +2026-01-07 13:25:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11364.55 total_reward_ma:10196.53 loss:0.007948 fps:1065 +frame:8.43e+06 wall_t:7912 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.6499 +2026-01-07 13:25:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11340.75 total_reward_ma:10220.92 loss:0.01393 fps:1066 +frame:8.44e+06 wall_t:7921 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.6045 +2026-01-07 13:25:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11761.40 total_reward_ma:10249.52 loss:0.01054 fps:1066 +frame:8.45e+06 wall_t:7929 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.5958 +2026-01-07 13:25:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12068.40 total_reward_ma:10279.23 loss:0.02532 fps:1066 +frame:8.46e+06 wall_t:7938 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5634 +2026-01-07 13:25:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12059.40 total_reward_ma:10308.85 loss:0.003815 fps:1066 +frame:8.47e+06 wall_t:7947 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.6115 +2026-01-07 13:25:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11888.70 total_reward_ma:10336.23 loss:0.01337 fps:1066 +frame:8.48e+06 wall_t:7956 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.5621 +2026-01-07 13:26:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:11888.70 total_reward_ma:10364.12 loss:0.006855 fps:1066 +frame:8.49e+06 wall_t:7965 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.6341 +2026-01-07 13:26:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12074.75 total_reward_ma:10393.60 loss:0.01511 fps:1066 +frame:8.50e+06 wall_t:7973 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.5635 +2026-01-07 13:26:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12273.25 total_reward_ma:10425.06 loss:0.02163 fps:1066 +frame:8.51e+06 wall_t:7982 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.6174 +2026-01-07 13:26:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12398.10 total_reward_ma:10457.11 loss:0.007539 fps:1066 +frame:8.52e+06 wall_t:7991 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.6361 +2026-01-07 13:26:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12426.30 total_reward_ma:10489.58 loss:0.01612 fps:1066 +frame:8.53e+06 wall_t:8000 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.5683 +2026-01-07 13:26:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12437.60 total_reward_ma:10522.32 loss:0.008517 fps:1066 +frame:8.54e+06 wall_t:8008 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6136 +2026-01-07 13:27:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12437.60 total_reward_ma:10555.01 loss:0.01727 fps:1066 +frame:8.55e+06 wall_t:8017 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.5871 +2026-01-07 13:27:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12599.55 total_reward_ma:10589.47 loss:0.009234 fps:1066 +frame:8.56e+06 wall_t:8027 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5991 +2026-01-07 13:27:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12583.10 total_reward_ma:10623.00 loss:0.004654 fps:1066 +frame:8.57e+06 wall_t:8036 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.6 +2026-01-07 13:27:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12409.35 total_reward_ma:10654.96 loss:-0.0008183 fps:1066 +frame:8.58e+06 wall_t:8046 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.5901 +2026-01-07 13:27:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12409.35 total_reward_ma:10687.30 loss:0.003341 fps:1066 +frame:8.59e+06 wall_t:8055 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.5894 +2026-01-07 13:27:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12409.35 total_reward_ma:10719.24 loss:0.01265 fps:1066 +frame:8.60e+06 wall_t:8064 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5818 +2026-01-07 13:27:57 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12308.50 total_reward_ma:10750.61 loss:0.01641 fps:1066 +frame:8.61e+06 wall_t:8074 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.5632 +2026-01-07 13:28:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12308.50 total_reward_ma:10781.82 loss:0.03423 fps:1067 +frame:8.62e+06 wall_t:8082 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5436 +2026-01-07 13:28:15 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12204.35 total_reward_ma:10813.30 loss:0.01074 fps:1066 +frame:8.63e+06 wall_t:8092 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.6456 +2026-01-07 13:28:24 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12204.35 total_reward_ma:10846.00 loss:0.01157 fps:1067 +frame:8.64e+06 wall_t:8101 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5627 +2026-01-07 13:28:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12252.05 total_reward_ma:10880.05 loss:0.02042 fps:1067 +frame:8.65e+06 wall_t:8110 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.55 +2026-01-07 13:28:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12284.80 total_reward_ma:10913.82 loss:0.006059 fps:1067 +frame:8.66e+06 wall_t:8120 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.5936 +2026-01-07 13:28:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12091.45 total_reward_ma:10943.83 loss:0.01541 fps:1067 +frame:8.67e+06 wall_t:8129 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.59 +2026-01-07 13:29:01 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12091.45 total_reward_ma:10973.79 loss:0.01453 fps:1067 +frame:8.68e+06 wall_t:8138 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.5533 +2026-01-07 13:29:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12218.60 total_reward_ma:11005.59 loss:0.0144 fps:1067 +frame:8.69e+06 wall_t:8147 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.5823 +2026-01-07 13:29:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12322.00 total_reward_ma:11038.03 loss:0.0249 fps:1067 +frame:8.70e+06 wall_t:8156 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.6325 +2026-01-07 13:29:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12322.00 total_reward_ma:11068.81 loss:0.01464 fps:1067 +frame:8.71e+06 wall_t:8165 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.5793 +2026-01-07 13:29:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12374.40 total_reward_ma:11099.95 loss:0.02 fps:1067 +frame:8.72e+06 wall_t:8174 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.523 +2026-01-07 13:29:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12557.25 total_reward_ma:11132.55 loss:0.008138 fps:1067 +frame:8.73e+06 wall_t:8183 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.579 +2026-01-07 13:29:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12624.05 total_reward_ma:11165.96 loss:0.004206 fps:1067 +frame:8.74e+06 wall_t:8192 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.5384 +2026-01-07 13:30:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12653.45 total_reward_ma:11199.66 loss:0.008548 fps:1067 +frame:8.75e+06 wall_t:8202 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5446 +2026-01-07 13:30:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:12714.35 total_reward_ma:11233.30 loss:0.01732 fps:1067 +frame:8.76e+06 wall_t:8211 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.5677 +2026-01-07 13:30:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13291.85 total_reward_ma:11271.08 loss:0.007876 fps:1067 +frame:8.77e+06 wall_t:8220 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5825 +2026-01-07 13:30:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13291.85 total_reward_ma:11307.43 loss:0.01207 fps:1067 +frame:8.78e+06 wall_t:8230 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.5256 +2026-01-07 13:30:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13313.30 total_reward_ma:11342.25 loss:0.009817 fps:1067 +frame:8.79e+06 wall_t:8238 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.5729 +2026-01-07 13:30:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13305.50 total_reward_ma:11374.90 loss:0.01144 fps:1067 +frame:8.80e+06 wall_t:8248 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.558 +2026-01-07 13:31:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13294.05 total_reward_ma:11407.43 loss:0.01393 fps:1067 +frame:8.81e+06 wall_t:8257 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.535 +2026-01-07 13:31:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13294.05 total_reward_ma:11439.97 loss:0.007308 fps:1067 +frame:8.82e+06 wall_t:8267 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.5559 +2026-01-07 13:31:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13179.50 total_reward_ma:11471.25 loss:0.01589 fps:1067 +frame:8.83e+06 wall_t:8276 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.5791 +2026-01-07 13:31:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13234.00 total_reward_ma:11501.85 loss:0.01373 fps:1067 +frame:8.84e+06 wall_t:8285 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.4969 +2026-01-07 13:31:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13621.75 total_reward_ma:11536.32 loss:0.01835 fps:1067 +frame:8.85e+06 wall_t:8294 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.5066 +2026-01-07 13:31:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13509.60 total_reward_ma:11570.55 loss:0.007579 fps:1067 +frame:8.86e+06 wall_t:8304 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5377 +2026-01-07 13:31:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13783.80 total_reward_ma:11607.13 loss:0.006975 fps:1067 +frame:8.87e+06 wall_t:8313 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5549 +2026-01-07 13:32:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13798.10 total_reward_ma:11643.37 loss:0.03162 fps:1067 +frame:8.88e+06 wall_t:8321 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5831 +2026-01-07 13:32:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13838.30 total_reward_ma:11679.66 loss:0.007219 fps:1067 +frame:8.89e+06 wall_t:8330 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.5424 +2026-01-07 13:32:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13798.80 total_reward_ma:11714.34 loss:0.01693 fps:1067 +frame:8.90e+06 wall_t:8339 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5712 +2026-01-07 13:32:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:13798.80 total_reward_ma:11748.79 loss:0.01998 fps:1067 +frame:8.91e+06 wall_t:8348 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.591 +2026-01-07 13:32:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14235.05 total_reward_ma:11786.49 loss:0.01619 fps:1067 +frame:8.92e+06 wall_t:8357 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.5327 +2026-01-07 13:32:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14235.05 total_reward_ma:11823.99 loss:0.02432 fps:1067 +frame:8.93e+06 wall_t:8366 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.563 +2026-01-07 13:32:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14742.95 total_reward_ma:11866.58 loss:0.02384 fps:1067 +frame:8.94e+06 wall_t:8375 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5415 +2026-01-07 13:33:08 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14646.15 total_reward_ma:11910.09 loss:0.01949 fps:1067 +frame:8.95e+06 wall_t:8385 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.5692 +2026-01-07 13:33:17 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14894.95 total_reward_ma:11955.99 loss:0.01383 fps:1067 +frame:8.96e+06 wall_t:8394 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.5691 +2026-01-07 13:33:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14796.10 total_reward_ma:12000.91 loss:0.01143 fps:1068 +frame:8.97e+06 wall_t:8402 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5826 +2026-01-07 13:33:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14796.10 total_reward_ma:12045.82 loss:0.01067 fps:1068 +frame:8.98e+06 wall_t:8411 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5418 +2026-01-07 13:33:44 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14885.05 total_reward_ma:12091.33 loss:0.01507 fps:1068 +frame:8.99e+06 wall_t:8421 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5482 +2026-01-07 13:33:53 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14885.05 total_reward_ma:12137.83 loss:0.005335 fps:1068 +frame:9.00e+06 wall_t:8430 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5103 +2026-01-07 13:34:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14885.05 total_reward_ma:12184.01 loss:0.01093 fps:1068 +frame:9.01e+06 wall_t:8440 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.5218 +2026-01-07 13:34:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14685.50 total_reward_ma:12227.95 loss:0.01115 fps:1068 +frame:9.02e+06 wall_t:8449 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.5323 +2026-01-07 13:34:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14793.15 total_reward_ma:12273.12 loss:0.01472 fps:1068 +frame:9.03e+06 wall_t:8459 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5395 +2026-01-07 13:34:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14740.05 total_reward_ma:12314.33 loss:0.02104 fps:1068 +frame:9.04e+06 wall_t:8468 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5946 +2026-01-07 13:34:39 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14740.05 total_reward_ma:12355.55 loss:0.02456 fps:1068 +frame:9.05e+06 wall_t:8476 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.5441 +2026-01-07 13:34:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14779.45 total_reward_ma:12397.31 loss:0.02132 fps:1068 +frame:9.06e+06 wall_t:8485 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5354 +2026-01-07 13:34:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14779.45 total_reward_ma:12437.89 loss:0.003835 fps:1068 +frame:9.07e+06 wall_t:8495 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.5811 +2026-01-07 13:35:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14868.15 total_reward_ma:12479.87 loss:0.03869 fps:1068 +frame:9.08e+06 wall_t:8504 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5706 +2026-01-07 13:35:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14868.15 total_reward_ma:12518.05 loss:0.01309 fps:1068 +frame:9.09e+06 wall_t:8513 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.5224 +2026-01-07 13:35:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14836.65 total_reward_ma:12555.85 loss:0.02563 fps:1068 +frame:9.10e+06 wall_t:8522 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.5273 +2026-01-07 13:35:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14929.30 total_reward_ma:12593.55 loss:0.01333 fps:1068 +frame:9.11e+06 wall_t:8531 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6032 +2026-01-07 13:35:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14929.30 total_reward_ma:12631.55 loss:0.0127 fps:1068 +frame:9.12e+06 wall_t:8540 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.525 +2026-01-07 13:35:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14821.50 total_reward_ma:12668.23 loss:0.01745 fps:1068 +frame:9.13e+06 wall_t:8549 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5983 +2026-01-07 13:36:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15089.15 total_reward_ma:12707.70 loss:0.01508 fps:1068 +frame:9.14e+06 wall_t:8557 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.574 +2026-01-07 13:36:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15076.80 total_reward_ma:12747.12 loss:0.01086 fps:1068 +frame:9.15e+06 wall_t:8566 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.499 +2026-01-07 13:36:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14971.65 total_reward_ma:12785.73 loss:0.01539 fps:1068 +frame:9.16e+06 wall_t:8575 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.5452 +2026-01-07 13:36:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:14914.25 total_reward_ma:12823.69 loss:0.00977 fps:1068 +frame:9.17e+06 wall_t:8584 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.6051 +2026-01-07 13:36:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15140.30 total_reward_ma:12864.63 loss:0.01298 fps:1068 +frame:9.18e+06 wall_t:8592 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.6297 +2026-01-07 13:36:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15133.50 total_reward_ma:12905.64 loss:0.009401 fps:1068 +frame:9.19e+06 wall_t:8602 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.6116 +2026-01-07 13:36:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15020.35 total_reward_ma:12945.51 loss:0.03218 fps:1068 +frame:9.20e+06 wall_t:8611 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.5904 +2026-01-07 13:37:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15020.35 total_reward_ma:12983.11 loss:0.01131 fps:1068 +frame:9.21e+06 wall_t:8620 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.546 +2026-01-07 13:37:11 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15771.25 total_reward_ma:13029.25 loss:0.007708 fps:1069 +frame:9.22e+06 wall_t:8628 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.5551 +2026-01-07 13:37:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15772.45 total_reward_ma:13073.42 loss:0.0238 fps:1069 +frame:9.23e+06 wall_t:8637 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.6598 +2026-01-07 13:37:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15943.40 total_reward_ma:13119.39 loss:0.01704 fps:1069 +frame:9.24e+06 wall_t:8646 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.5661 +2026-01-07 13:37:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:15937.30 total_reward_ma:13165.40 loss:0.01806 fps:1069 +frame:9.25e+06 wall_t:8655 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5925 +2026-01-07 13:37:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:16008.60 total_reward_ma:13211.96 loss:0.01053 fps:1069 +frame:9.26e+06 wall_t:8664 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.5382 +2026-01-07 13:37:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:16074.60 total_reward_ma:13259.12 loss:0.01691 fps:1069 +frame:9.27e+06 wall_t:8673 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.5332 +2026-01-07 13:38:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:16099.30 total_reward_ma:13307.77 loss:0.03108 fps:1069 +frame:9.28e+06 wall_t:8682 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.5164 +2026-01-07 13:38:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:16135.10 total_reward_ma:13358.28 loss:0.01789 fps:1069 +frame:9.29e+06 wall_t:8691 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.5748 +2026-01-07 13:38:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:16135.10 total_reward_ma:13410.80 loss:0.01022 fps:1069 +frame:9.30e+06 wall_t:8699 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.5446 +2026-01-07 13:38:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:16628.40 total_reward_ma:13467.68 loss:0.01083 fps:1069 +frame:9.31e+06 wall_t:8708 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.5443 +2026-01-07 13:38:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17337.75 total_reward_ma:13531.92 loss:0.01252 fps:1069 +frame:9.32e+06 wall_t:8717 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5606 +2026-01-07 13:38:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17337.75 total_reward_ma:13596.04 loss:0.008622 fps:1069 +frame:9.33e+06 wall_t:8726 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.5081 +2026-01-07 13:38:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17439.40 total_reward_ma:13661.51 loss:0.01742 fps:1069 +frame:9.34e+06 wall_t:8735 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.5272 +2026-01-07 13:39:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17439.40 total_reward_ma:13726.20 loss:0.02473 fps:1069 +frame:9.35e+06 wall_t:8744 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.5176 +2026-01-07 13:39:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17439.40 total_reward_ma:13789.58 loss:0.01192 fps:1069 +frame:9.36e+06 wall_t:8753 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5472 +2026-01-07 13:39:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17483.40 total_reward_ma:13852.98 loss:0.01355 fps:1069 +frame:9.37e+06 wall_t:8762 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.478 +2026-01-07 13:39:34 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17483.40 total_reward_ma:13916.39 loss:0.03225 fps:1069 +frame:9.38e+06 wall_t:8771 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.4754 +2026-01-07 13:39:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17651.00 total_reward_ma:13980.46 loss:0.01397 fps:1070 +frame:9.39e+06 wall_t:8779 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.5981 +2026-01-07 13:39:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17808.55 total_reward_ma:14045.00 loss:0.01626 fps:1070 +frame:9.40e+06 wall_t:8788 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.5162 +2026-01-07 13:40:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17863.85 total_reward_ma:14110.18 loss:0.01455 fps:1070 +frame:9.41e+06 wall_t:8797 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.5796 +2026-01-07 13:40:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18072.75 total_reward_ma:14177.16 loss:0.008114 fps:1070 +frame:9.42e+06 wall_t:8806 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.58 +2026-01-07 13:40:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17878.25 total_reward_ma:14242.29 loss:0.01278 fps:1070 +frame:9.43e+06 wall_t:8815 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.5506 +2026-01-07 13:40:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18258.65 total_reward_ma:14311.47 loss:0.01995 fps:1070 +frame:9.44e+06 wall_t:8824 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.5684 +2026-01-07 13:40:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18258.65 total_reward_ma:14376.45 loss:0.01204 fps:1070 +frame:9.45e+06 wall_t:8833 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.5127 +2026-01-07 13:40:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18331.55 total_reward_ma:14439.08 loss:0.01694 fps:1070 +frame:9.46e+06 wall_t:8842 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.5313 +2026-01-07 13:40:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18290.10 total_reward_ma:14501.38 loss:0.01582 fps:1070 +frame:9.47e+06 wall_t:8851 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.5017 +2026-01-07 13:41:03 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18455.95 total_reward_ma:14567.06 loss:0.02259 fps:1070 +frame:9.48e+06 wall_t:8859 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.478 +2026-01-07 13:41:12 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18498.55 total_reward_ma:14633.16 loss:0.01529 fps:1070 +frame:9.49e+06 wall_t:8869 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.5018 +2026-01-07 13:41:20 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18555.05 total_reward_ma:14697.96 loss:0.01045 fps:1070 +frame:9.50e+06 wall_t:8877 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.5526 +2026-01-07 13:41:29 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18081.65 total_reward_ma:14756.04 loss:0.01734 fps:1070 +frame:9.51e+06 wall_t:8886 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.527 +2026-01-07 13:41:38 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18042.00 total_reward_ma:14812.48 loss:0.01754 fps:1070 +frame:9.52e+06 wall_t:8895 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.5064 +2026-01-07 13:41:47 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18042.00 total_reward_ma:14868.64 loss:0.0213 fps:1070 +frame:9.53e+06 wall_t:8904 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.4977 +2026-01-07 13:41:56 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18278.50 total_reward_ma:14927.05 loss:0.01985 fps:1070 +frame:9.54e+06 wall_t:8913 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.5356 +2026-01-07 13:42:05 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18278.50 total_reward_ma:14985.46 loss:0.02262 fps:1070 +frame:9.55e+06 wall_t:8922 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.4892 +2026-01-07 13:42:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18608.10 total_reward_ma:15045.54 loss:0.02363 fps:1071 +frame:9.56e+06 wall_t:8930 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.5375 +2026-01-07 13:42:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18313.85 total_reward_ma:15102.85 loss:0.02611 fps:1071 +frame:9.57e+06 wall_t:8939 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.5287 +2026-01-07 13:42:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18281.45 total_reward_ma:15161.57 loss:0.02643 fps:1071 +frame:9.58e+06 wall_t:8948 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.4779 +2026-01-07 13:42:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18114.55 total_reward_ma:15218.62 loss:0.01137 fps:1071 +frame:9.59e+06 wall_t:8957 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.5957 +2026-01-07 13:42:49 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18284.35 total_reward_ma:15277.37 loss:0.009816 fps:1071 +frame:9.60e+06 wall_t:8966 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.5019 +2026-01-07 13:42:58 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18315.05 total_reward_ma:15337.44 loss:0.01156 fps:1071 +frame:9.61e+06 wall_t:8975 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.5309 +2026-01-07 13:43:07 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18315.05 total_reward_ma:15397.50 loss:0.0178 fps:1071 +frame:9.62e+06 wall_t:8984 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.5239 +2026-01-07 13:43:16 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18247.15 total_reward_ma:15457.93 loss:0.02416 fps:1071 +frame:9.63e+06 wall_t:8993 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.4851 +2026-01-07 13:43:25 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18278.90 total_reward_ma:15518.67 loss:0.02004 fps:1071 +frame:9.64e+06 wall_t:9002 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.51 +2026-01-07 13:43:33 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17893.10 total_reward_ma:15575.09 loss:0.02548 fps:1071 +frame:9.65e+06 wall_t:9010 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.4759 +2026-01-07 13:43:42 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17953.40 total_reward_ma:15631.77 loss:0.02339 fps:1071 +frame:9.66e+06 wall_t:9019 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.5421 +2026-01-07 13:43:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17953.40 total_reward_ma:15690.39 loss:0.0279 fps:1071 +frame:9.67e+06 wall_t:9028 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.4665 +2026-01-07 13:44:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18042.65 total_reward_ma:15749.90 loss:0.03023 fps:1071 +frame:9.68e+06 wall_t:9037 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5381 +2026-01-07 13:44:10 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:17951.65 total_reward_ma:15807.23 loss:0.0163 fps:1071 +frame:9.69e+06 wall_t:9047 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.4776 +2026-01-07 13:44:19 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18077.35 total_reward_ma:15864.79 loss:0.02983 fps:1071 +frame:9.70e+06 wall_t:9056 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5015 +2026-01-07 13:44:28 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18050.60 total_reward_ma:15922.08 loss:0.03388 fps:1071 +frame:9.71e+06 wall_t:9065 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.4901 +2026-01-07 13:44:37 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18066.35 total_reward_ma:15979.00 loss:0.0247 fps:1071 +frame:9.72e+06 wall_t:9074 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.4672 +2026-01-07 13:44:46 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18066.35 total_reward_ma:16034.09 loss:0.02942 fps:1071 +frame:9.73e+06 wall_t:9083 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.5249 +2026-01-07 13:44:55 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18066.35 total_reward_ma:16088.51 loss:0.02913 fps:1071 +frame:9.74e+06 wall_t:9092 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.5376 +2026-01-07 13:45:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18252.25 total_reward_ma:16144.50 loss:0.0171 fps:1071 +frame:9.75e+06 wall_t:9101 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.5406 +2026-01-07 13:45:14 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18313.85 total_reward_ma:16200.49 loss:0.02882 fps:1071 +frame:9.76e+06 wall_t:9111 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.4653 +2026-01-07 13:45:23 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18122.55 total_reward_ma:16248.80 loss:0.03149 fps:1071 +frame:9.77e+06 wall_t:9120 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.539 +2026-01-07 13:45:32 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18478.85 total_reward_ma:16300.67 loss:0.01493 fps:1071 +frame:9.78e+06 wall_t:9129 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.4946 +2026-01-07 13:45:41 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18491.45 total_reward_ma:16352.45 loss:0.01828 fps:1071 +frame:9.79e+06 wall_t:9138 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.5224 +2026-01-07 13:45:51 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18655.65 total_reward_ma:16405.95 loss:0.01792 fps:1071 +frame:9.80e+06 wall_t:9148 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.461 +2026-01-07 13:46:00 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18627.10 total_reward_ma:16459.28 loss:0.01832 fps:1071 +frame:9.81e+06 wall_t:9157 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.4737 +2026-01-07 13:46:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18627.10 total_reward_ma:16512.61 loss:0.02541 fps:1071 +frame:9.82e+06 wall_t:9166 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.4317 +2026-01-07 13:46:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18728.90 total_reward_ma:16568.11 loss:0.03925 fps:1071 +frame:9.83e+06 wall_t:9175 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.5288 +2026-01-07 13:46:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18793.05 total_reward_ma:16623.70 loss:0.03172 fps:1071 +frame:9.84e+06 wall_t:9184 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.5133 +2026-01-07 13:46:36 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:19119.20 total_reward_ma:16678.67 loss:0.01215 fps:1071 +frame:9.85e+06 wall_t:9193 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.4859 +2026-01-07 13:46:45 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18684.95 total_reward_ma:16730.42 loss:0.01476 fps:1072 +frame:9.86e+06 wall_t:9202 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.4998 +2026-01-07 13:46:54 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18761.30 total_reward_ma:16780.20 loss:0.02234 fps:1072 +frame:9.87e+06 wall_t:9211 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.4571 +2026-01-07 13:47:04 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18761.30 total_reward_ma:16829.83 loss:0.0174 fps:1071 +frame:9.88e+06 wall_t:9221 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.4943 +2026-01-07 13:47:13 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18517.60 total_reward_ma:16876.62 loss:0.03563 fps:1072 +frame:9.89e+06 wall_t:9230 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.5028 +2026-01-07 13:47:22 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18645.30 total_reward_ma:16925.09 loss:0.02641 fps:1072 +frame:9.90e+06 wall_t:9239 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.4729 +2026-01-07 13:47:31 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18645.30 total_reward_ma:16973.55 loss:0.02431 fps:1072 +frame:9.91e+06 wall_t:9248 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.4172 +2026-01-07 13:47:40 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18997.15 total_reward_ma:17021.18 loss:0.0242 fps:1072 +frame:9.92e+06 wall_t:9257 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.539 +2026-01-07 13:47:50 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:19000.45 total_reward_ma:17068.83 loss:0.02904 fps:1072 +frame:9.93e+06 wall_t:9267 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.4576 +2026-01-07 13:47:59 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:19090.75 total_reward_ma:17112.31 loss:0.01744 fps:1072 +frame:9.94e+06 wall_t:9276 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.4996 +2026-01-07 13:48:09 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:19010.80 total_reward_ma:17155.95 loss:0.01932 fps:1072 +frame:9.95e+06 wall_t:9286 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.5551 +2026-01-07 13:48:18 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:19010.80 total_reward_ma:17197.11 loss:0.0273 fps:1072 +frame:9.96e+06 wall_t:9295 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.4503 +2026-01-07 13:48:27 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:18722.90 total_reward_ma:17236.38 loss:0.03429 fps:1072 +frame:9.97e+06 wall_t:9303 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.512 +2026-01-07 13:48:35 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:19073.50 total_reward_ma:17279.15 loss:0.02446 fps:1072 +frame:9.98e+06 wall_t:9312 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.5165 +2026-01-07 13:48:43 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:19073.50 total_reward_ma:17321.04 loss:0.031 fps:1072 +frame:9.99e+06 wall_t:9320 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.5166 +2026-01-07 13:48:52 | INFO | PID:1301 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_demonattack_t0_s1 [train] +total_reward:19010.60 total_reward_ma:17362.29 loss:0.02237 fps:1072 +frame:1.00e+07 wall_t:9329 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.5048 +2026-01-07 13:48:53 | INFO | PID:1301 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s2.log b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..f9d44c64a5b90d449ddaff7ca0041e6c22fb1de1 --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 11:13:19 | INFO | PID:1302 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 11:13:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:80.00 total_reward_ma:80.00 loss:-0.02362 fps:588.2 +frame:1.00e+04 wall_t:17 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.764 +2026-01-07 11:13:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:98.24 total_reward_ma:89.12 loss:-0.02776 fps:740.7 +frame:2.00e+04 wall_t:27 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.763 +2026-01-07 11:14:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:121.77 total_reward_ma:100.00 loss:-0.02757 fps:810.8 +frame:3.00e+04 wall_t:37 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.739 +2026-01-07 11:14:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:131.43 total_reward_ma:107.86 loss:-0.02938 fps:816.3 +frame:4.00e+04 wall_t:49 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.716 +2026-01-07 11:14:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:137.26 total_reward_ma:113.74 loss:-0.02964 fps:847.5 +frame:5.00e+04 wall_t:59 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.678 +2026-01-07 11:14:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:141.07 total_reward_ma:118.30 loss:-0.02754 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:1.637 +2026-01-07 11:14:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:140.94 total_reward_ma:121.53 loss:-0.02539 fps:886.1 +frame:7.00e+04 wall_t:79 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.581 +2026-01-07 11:14:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:143.26 total_reward_ma:124.25 loss:-0.02781 fps:888.9 +frame:8.00e+04 wall_t:90 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.536 +2026-01-07 11:15:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:150.85 total_reward_ma:127.20 loss:-0.02346 fps:909.1 +frame:9.00e+04 wall_t:99 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.487 +2026-01-07 11:15:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:157.00 total_reward_ma:130.18 loss:-0.02566 fps:917.4 +frame:1.00e+05 wall_t:109 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.457 +2026-01-07 11:15:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:160.20 total_reward_ma:132.91 loss:-0.02457 fps:924.4 +frame:1.10e+05 wall_t:119 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.47 +2026-01-07 11:15:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:164.30 total_reward_ma:135.53 loss:-0.02351 fps:930.2 +frame:1.20e+05 wall_t:129 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.467 +2026-01-07 11:15:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:167.00 total_reward_ma:137.95 loss:-0.02277 fps:935.3 +frame:1.30e+05 wall_t:139 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.437 +2026-01-07 11:15:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:167.65 total_reward_ma:140.07 loss:-0.02499 fps:933.3 +frame:1.40e+05 wall_t:150 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.384 +2026-01-07 11:16:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:182.55 total_reward_ma:142.90 loss:-0.0264 fps:937.5 +frame:1.50e+05 wall_t:160 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.419 +2026-01-07 11:16:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:192.50 total_reward_ma:146.00 loss:-0.0238 fps:941.2 +frame:1.60e+05 wall_t:170 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.407 +2026-01-07 11:16:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:196.30 total_reward_ma:148.96 loss:-0.01952 fps:944.4 +frame:1.70e+05 wall_t:180 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.403 +2026-01-07 11:16:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:204.90 total_reward_ma:152.07 loss:-0.0246 fps:947.4 +frame:1.80e+05 wall_t:190 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.399 +2026-01-07 11:16:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:207.35 total_reward_ma:154.98 loss:-0.01774 fps:950 +frame:1.90e+05 wall_t:200 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.337 +2026-01-07 11:16:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:232.35 total_reward_ma:158.85 loss:-0.02726 fps:952.4 +frame:2.00e+05 wall_t:210 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.371 +2026-01-07 11:17:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:234.45 total_reward_ma:162.45 loss:-0.02082 fps:954.5 +frame:2.10e+05 wall_t:220 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.319 +2026-01-07 11:17:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:246.65 total_reward_ma:166.27 loss:-0.01975 fps:956.5 +frame:2.20e+05 wall_t:230 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.319 +2026-01-07 11:17:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:258.10 total_reward_ma:170.27 loss:-0.02168 fps:954.4 +frame:2.30e+05 wall_t:241 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.269 +2026-01-07 11:17:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:287.90 total_reward_ma:175.17 loss:-0.01742 fps:956.2 +frame:2.40e+05 wall_t:251 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.239 +2026-01-07 11:17:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:304.95 total_reward_ma:180.36 loss:-0.02264 fps:957.9 +frame:2.50e+05 wall_t:261 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.267 +2026-01-07 11:17:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:311.25 total_reward_ma:185.39 loss:-0.02422 fps:963 +frame:2.60e+05 wall_t:270 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.261 +2026-01-07 11:18:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:334.15 total_reward_ma:190.90 loss:-0.02029 fps:964.3 +frame:2.70e+05 wall_t:280 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.289 +2026-01-07 11:18:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:342.70 total_reward_ma:196.32 loss:-0.02375 fps:968.9 +frame:2.80e+05 wall_t:289 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.316 +2026-01-07 11:18:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:354.45 total_reward_ma:201.78 loss:-0.01993 fps:969.9 +frame:2.90e+05 wall_t:299 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.214 +2026-01-07 11:18:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:364.50 total_reward_ma:207.20 loss:-0.02399 fps:970.9 +frame:3.00e+05 wall_t:309 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.352 +2026-01-07 11:18:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:366.20 total_reward_ma:212.33 loss:-0.02585 fps:971.8 +frame:3.10e+05 wall_t:319 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.308 +2026-01-07 11:18:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:373.90 total_reward_ma:217.38 loss:-0.02244 fps:972.6 +frame:3.20e+05 wall_t:329 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.322 +2026-01-07 11:19:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:392.75 total_reward_ma:222.69 loss:-0.02749 fps:973.5 +frame:3.30e+05 wall_t:339 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.313 +2026-01-07 11:19:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:401.90 total_reward_ma:227.96 loss:-0.02692 fps:974.2 +frame:3.40e+05 wall_t:349 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.38 +2026-01-07 11:19:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:405.95 total_reward_ma:233.05 loss:-0.01963 fps:974.9 +frame:3.50e+05 wall_t:359 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.288 +2026-01-07 11:19:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:400.45 total_reward_ma:237.70 loss:-0.02583 fps:975.6 +frame:3.60e+05 wall_t:369 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.307 +2026-01-07 11:19:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:376.15 total_reward_ma:241.44 loss:-0.02269 fps:976.3 +frame:3.70e+05 wall_t:379 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.374 +2026-01-07 11:19:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:386.90 total_reward_ma:245.27 loss:-0.02426 fps:976.9 +frame:3.80e+05 wall_t:389 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.404 +2026-01-07 11:20:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:383.55 total_reward_ma:248.81 loss:-0.0238 fps:977.4 +frame:3.90e+05 wall_t:399 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.281 +2026-01-07 11:20:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:377.00 total_reward_ma:252.02 loss:-0.02492 fps:978 +frame:4.00e+05 wall_t:409 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.341 +2026-01-07 11:20:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:386.00 total_reward_ma:255.29 loss:-0.01947 fps:978.5 +frame:4.10e+05 wall_t:419 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.326 +2026-01-07 11:20:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:391.10 total_reward_ma:258.52 loss:-0.0211 fps:979 +frame:4.20e+05 wall_t:429 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.313 +2026-01-07 11:20:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:395.55 total_reward_ma:261.71 loss:-0.02512 fps:981.7 +frame:4.30e+05 wall_t:438 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.335 +2026-01-07 11:20:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:401.10 total_reward_ma:264.88 loss:-0.02466 fps:982.1 +frame:4.40e+05 wall_t:448 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.285 +2026-01-07 11:21:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:398.40 total_reward_ma:267.84 loss:-0.02574 fps:982.5 +frame:4.50e+05 wall_t:458 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.328 +2026-01-07 11:21:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:396.40 total_reward_ma:270.64 loss:-0.02585 fps:980.8 +frame:4.60e+05 wall_t:469 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.371 +2026-01-07 11:21:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:387.15 total_reward_ma:273.12 loss:-0.01814 fps:983.3 +frame:4.70e+05 wall_t:478 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.34 +2026-01-07 11:21:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:411.05 total_reward_ma:275.99 loss:-0.02707 fps:981.6 +frame:4.80e+05 wall_t:489 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.32 +2026-01-07 11:21:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:422.90 total_reward_ma:278.99 loss:-0.02872 fps:982 +frame:4.90e+05 wall_t:499 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.349 +2026-01-07 11:21:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:420.15 total_reward_ma:281.81 loss:-0.01581 fps:982.3 +frame:5.00e+05 wall_t:509 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.325 +2026-01-07 11:22:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:453.55 total_reward_ma:285.18 loss:-0.0211 fps:980.8 +frame:5.10e+05 wall_t:520 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.296 +2026-01-07 11:22:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:496.05 total_reward_ma:289.23 loss:-0.02131 fps:984.8 +frame:5.20e+05 wall_t:528 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.253 +2026-01-07 11:22:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:501.95 total_reward_ma:293.25 loss:-0.02387 fps:985.1 +frame:5.30e+05 wall_t:538 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.266 +2026-01-07 11:22:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:531.30 total_reward_ma:297.66 loss:-0.01873 fps:985.4 +frame:5.40e+05 wall_t:548 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.235 +2026-01-07 11:22:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:518.85 total_reward_ma:301.68 loss:-0.02114 fps:985.7 +frame:5.50e+05 wall_t:558 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.258 +2026-01-07 11:22:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:532.85 total_reward_ma:305.81 loss:-0.02436 fps:985.9 +frame:5.60e+05 wall_t:568 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.197 +2026-01-07 11:23:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:557.10 total_reward_ma:310.21 loss:-0.02267 fps:986.2 +frame:5.70e+05 wall_t:578 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.253 +2026-01-07 11:23:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:557.85 total_reward_ma:314.48 loss:-0.02175 fps:986.4 +frame:5.80e+05 wall_t:588 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.254 +2026-01-07 11:23:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:556.10 total_reward_ma:318.58 loss:-0.02095 fps:986.6 +frame:5.90e+05 wall_t:598 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.244 +2026-01-07 11:23:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:609.05 total_reward_ma:323.42 loss:-0.01746 fps:988.5 +frame:6.00e+05 wall_t:607 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.263 +2026-01-07 11:23:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:607.80 total_reward_ma:328.08 loss:-0.02163 fps:988.7 +frame:6.10e+05 wall_t:617 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.28 +2026-01-07 11:23:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:634.40 total_reward_ma:333.02 loss:-0.0175 fps:990.4 +frame:6.20e+05 wall_t:626 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.23 +2026-01-07 11:23:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:648.95 total_reward_ma:338.04 loss:-0.01802 fps:990.6 +frame:6.30e+05 wall_t:636 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.169 +2026-01-07 11:24:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:660.85 total_reward_ma:343.08 loss:-0.02256 fps:990.7 +frame:6.40e+05 wall_t:646 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.208 +2026-01-07 11:24:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:668.45 total_reward_ma:348.09 loss:-0.01922 fps:990.9 +frame:6.50e+05 wall_t:656 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.132 +2026-01-07 11:24:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:690.35 total_reward_ma:353.27 loss:-0.02074 fps:992.5 +frame:6.60e+05 wall_t:665 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.143 +2026-01-07 11:24:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:647.30 total_reward_ma:357.66 loss:-0.01991 fps:992.6 +frame:6.70e+05 wall_t:675 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.237 +2026-01-07 11:24:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:637.85 total_reward_ma:361.78 loss:-0.01629 fps:992.7 +frame:6.80e+05 wall_t:685 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.171 +2026-01-07 11:24:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:635.05 total_reward_ma:365.74 loss:-0.01865 fps:995.7 +frame:6.90e+05 wall_t:693 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.254 +2026-01-07 11:25:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:646.10 total_reward_ma:369.75 loss:-0.01518 fps:995.7 +frame:7.00e+05 wall_t:703 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.177 +2026-01-07 11:25:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:620.70 total_reward_ma:373.28 loss:-0.01702 fps:997.2 +frame:7.10e+05 wall_t:712 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.193 +2026-01-07 11:25:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:636.10 total_reward_ma:376.93 loss:-0.02052 fps:997.2 +frame:7.20e+05 wall_t:722 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.225 +2026-01-07 11:25:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:584.05 total_reward_ma:379.77 loss:-0.02105 fps:997.3 +frame:7.30e+05 wall_t:732 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.223 +2026-01-07 11:25:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:570.65 total_reward_ma:382.35 loss:-0.01585 fps:997.3 +frame:7.40e+05 wall_t:742 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.181 +2026-01-07 11:25:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:560.05 total_reward_ma:384.72 loss:-0.02227 fps:997.3 +frame:7.50e+05 wall_t:752 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.196 +2026-01-07 11:26:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:540.60 total_reward_ma:386.77 loss:-0.01562 fps:997.4 +frame:7.60e+05 wall_t:762 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.203 +2026-01-07 11:26:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:556.85 total_reward_ma:388.98 loss:-0.0206 fps:997.4 +frame:7.70e+05 wall_t:772 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.208 +2026-01-07 11:26:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:558.50 total_reward_ma:391.15 loss:-0.01644 fps:998.7 +frame:7.80e+05 wall_t:781 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.114 +2026-01-07 11:26:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:578.50 total_reward_ma:393.52 loss:-0.01333 fps:998.7 +frame:7.90e+05 wall_t:791 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.085 +2026-01-07 11:26:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:594.95 total_reward_ma:396.04 loss:-0.01756 fps:1000 +frame:8.00e+05 wall_t:800 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.161 +2026-01-07 11:26:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:602.45 total_reward_ma:398.59 loss:-0.01787 fps:1000 +frame:8.10e+05 wall_t:810 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.201 +2026-01-07 11:27:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:599.00 total_reward_ma:401.03 loss:-0.01674 fps:1000 +frame:8.20e+05 wall_t:820 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.197 +2026-01-07 11:27:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:594.60 total_reward_ma:403.37 loss:-0.02062 fps:1000 +frame:8.30e+05 wall_t:830 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.169 +2026-01-07 11:27:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:596.20 total_reward_ma:405.66 loss:-0.02425 fps:1001 +frame:8.40e+05 wall_t:839 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.239 +2026-01-07 11:27:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:603.15 total_reward_ma:407.98 loss:-0.01309 fps:1001 +frame:8.50e+05 wall_t:849 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.155 +2026-01-07 11:27:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:623.05 total_reward_ma:410.49 loss:-0.01705 fps:1002 +frame:8.60e+05 wall_t:858 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.242 +2026-01-07 11:27:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:644.95 total_reward_ma:413.18 loss:-0.01757 fps:1002 +frame:8.70e+05 wall_t:868 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.279 +2026-01-07 11:28:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:654.30 total_reward_ma:415.92 loss:-0.01845 fps:1002 +frame:8.80e+05 wall_t:878 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.212 +2026-01-07 11:28:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:652.35 total_reward_ma:418.58 loss:-0.02135 fps:1002 +frame:8.90e+05 wall_t:888 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.304 +2026-01-07 11:28:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:620.55 total_reward_ma:420.82 loss:-0.02458 fps:1003 +frame:9.00e+05 wall_t:897 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.222 +2026-01-07 11:28:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:598.35 total_reward_ma:422.77 loss:-0.01959 fps:1003 +frame:9.10e+05 wall_t:907 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.209 +2026-01-07 11:28:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:529.35 total_reward_ma:423.93 loss:-0.01585 fps:1003 +frame:9.20e+05 wall_t:917 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.184 +2026-01-07 11:28:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:518.55 total_reward_ma:424.95 loss:-0.0215 fps:1003 +frame:9.30e+05 wall_t:927 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.265 +2026-01-07 11:28:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:531.70 total_reward_ma:426.08 loss:-0.0195 fps:1004 +frame:9.40e+05 wall_t:936 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.236 +2026-01-07 11:29:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:550.90 total_reward_ma:427.40 loss:-0.01283 fps:1004 +frame:9.50e+05 wall_t:946 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.245 +2026-01-07 11:29:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:556.15 total_reward_ma:428.74 loss:-0.01668 fps:1005 +frame:9.60e+05 wall_t:955 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.251 +2026-01-07 11:29:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:546.95 total_reward_ma:429.96 loss:-0.02036 fps:1005 +frame:9.70e+05 wall_t:965 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.248 +2026-01-07 11:29:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:540.30 total_reward_ma:431.08 loss:-0.01473 fps:1005 +frame:9.80e+05 wall_t:975 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.205 +2026-01-07 11:29:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:518.15 total_reward_ma:431.96 loss:-0.01962 fps:1005 +frame:9.90e+05 wall_t:985 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.272 +2026-01-07 11:29:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:512.70 total_reward_ma:432.77 loss:-0.01472 fps:1005 +frame:1.00e+06 wall_t:995 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.143 +2026-01-07 11:30:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:502.40 total_reward_ma:436.99 loss:-0.01747 fps:1006 +frame:1.01e+06 wall_t:1004 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.207 +2026-01-07 11:30:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:539.35 total_reward_ma:441.40 loss:-0.0198 fps:1006 +frame:1.02e+06 wall_t:1014 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.202 +2026-01-07 11:30:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:566.50 total_reward_ma:445.85 loss:-0.02129 fps:1007 +frame:1.03e+06 wall_t:1023 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.261 +2026-01-07 11:30:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:578.55 total_reward_ma:450.32 loss:-0.01783 fps:1008 +frame:1.04e+06 wall_t:1032 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.268 +2026-01-07 11:30:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:659.45 total_reward_ma:455.55 loss:-0.01746 fps:1008 +frame:1.05e+06 wall_t:1042 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.201 +2026-01-07 11:30:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:698.60 total_reward_ma:461.12 loss:-0.01041 fps:1009 +frame:1.06e+06 wall_t:1051 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.161 +2026-01-07 11:31:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:729.60 total_reward_ma:467.01 loss:-0.01732 fps:1008 +frame:1.07e+06 wall_t:1061 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.156 +2026-01-07 11:31:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:735.15 total_reward_ma:472.93 loss:-0.01172 fps:1009 +frame:1.08e+06 wall_t:1070 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.164 +2026-01-07 11:31:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:773.15 total_reward_ma:479.15 loss:-0.0167 fps:1009 +frame:1.09e+06 wall_t:1080 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.27 +2026-01-07 11:31:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:756.30 total_reward_ma:485.14 loss:-0.01994 fps:1009 +frame:1.10e+06 wall_t:1090 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.246 +2026-01-07 11:31:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:817.70 total_reward_ma:491.72 loss:-0.01745 fps:1011 +frame:1.11e+06 wall_t:1098 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.156 +2026-01-07 11:31:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:854.90 total_reward_ma:498.62 loss:-0.01275 fps:1011 +frame:1.12e+06 wall_t:1108 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.201 +2026-01-07 11:32:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:883.45 total_reward_ma:505.79 loss:-0.0155 fps:1010 +frame:1.13e+06 wall_t:1119 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.22 +2026-01-07 11:32:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:924.85 total_reward_ma:513.36 loss:-0.01375 fps:1010 +frame:1.14e+06 wall_t:1129 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.151 +2026-01-07 11:32:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:935.75 total_reward_ma:520.89 loss:-0.01561 fps:1010 +frame:1.15e+06 wall_t:1139 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.217 +2026-01-07 11:32:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1036.30 total_reward_ma:529.33 loss:-0.01164 fps:1010 +frame:1.16e+06 wall_t:1149 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.246 +2026-01-07 11:32:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1096.25 total_reward_ma:538.33 loss:-0.02403 fps:1009 +frame:1.17e+06 wall_t:1159 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.236 +2026-01-07 11:32:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1128.35 total_reward_ma:547.56 loss:-0.01108 fps:1010 +frame:1.18e+06 wall_t:1168 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.155 +2026-01-07 11:33:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1157.10 total_reward_ma:557.06 loss:-0.01119 fps:1010 +frame:1.19e+06 wall_t:1178 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.209 +2026-01-07 11:33:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1138.65 total_reward_ma:566.12 loss:-0.02226 fps:1012 +frame:1.20e+06 wall_t:1186 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.192 +2026-01-07 11:33:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1163.35 total_reward_ma:575.41 loss:-0.01612 fps:1013 +frame:1.21e+06 wall_t:1195 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.078 +2026-01-07 11:33:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1143.15 total_reward_ma:584.38 loss:-0.01381 fps:1012 +frame:1.22e+06 wall_t:1205 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.046 +2026-01-07 11:33:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1148.75 total_reward_ma:593.28 loss:-0.01348 fps:1012 +frame:1.23e+06 wall_t:1215 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.034 +2026-01-07 11:33:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1166.70 total_reward_ma:602.07 loss:-0.02096 fps:1012 +frame:1.24e+06 wall_t:1225 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.098 +2026-01-07 11:33:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1171.40 total_reward_ma:610.74 loss:-0.01626 fps:1012 +frame:1.25e+06 wall_t:1235 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.086 +2026-01-07 11:34:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1193.05 total_reward_ma:619.55 loss:-0.01849 fps:1013 +frame:1.26e+06 wall_t:1244 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.084 +2026-01-07 11:34:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1195.60 total_reward_ma:628.17 loss:-0.01483 fps:1013 +frame:1.27e+06 wall_t:1254 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.021 +2026-01-07 11:34:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1164.80 total_reward_ma:636.39 loss:-0.01091 fps:1013 +frame:1.28e+06 wall_t:1263 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.131 +2026-01-07 11:34:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1162.45 total_reward_ma:644.47 loss:-0.0111 fps:1014 +frame:1.29e+06 wall_t:1272 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.107 +2026-01-07 11:34:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1236.75 total_reward_ma:653.19 loss:-0.01102 fps:1014 +frame:1.30e+06 wall_t:1282 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.122 +2026-01-07 11:34:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1224.95 total_reward_ma:661.78 loss:-0.01763 fps:1014 +frame:1.31e+06 wall_t:1292 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.12 +2026-01-07 11:35:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1210.45 total_reward_ma:670.15 loss:-0.02262 fps:1014 +frame:1.32e+06 wall_t:1302 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.135 +2026-01-07 11:35:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1245.15 total_reward_ma:678.67 loss:-0.01028 fps:1014 +frame:1.33e+06 wall_t:1312 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.149 +2026-01-07 11:35:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1273.90 total_reward_ma:687.39 loss:-0.01134 fps:1014 +frame:1.34e+06 wall_t:1322 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.125 +2026-01-07 11:35:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1297.15 total_reward_ma:696.30 loss:-0.01247 fps:1014 +frame:1.35e+06 wall_t:1331 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.09 +2026-01-07 11:35:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1308.85 total_reward_ma:705.39 loss:-0.01298 fps:1014 +frame:1.36e+06 wall_t:1341 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.147 +2026-01-07 11:35:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1300.10 total_reward_ma:714.63 loss:-0.01876 fps:1016 +frame:1.37e+06 wall_t:1349 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.127 +2026-01-07 11:36:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1367.35 total_reward_ma:724.43 loss:-0.0149 fps:1015 +frame:1.38e+06 wall_t:1359 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.131 +2026-01-07 11:36:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1399.40 total_reward_ma:734.59 loss:-0.01594 fps:1016 +frame:1.39e+06 wall_t:1368 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.095 +2026-01-07 11:36:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1433.45 total_reward_ma:745.15 loss:0.002124 fps:1016 +frame:1.40e+06 wall_t:1378 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.054 +2026-01-07 11:36:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1455.30 total_reward_ma:755.85 loss:-0.01081 fps:1017 +frame:1.41e+06 wall_t:1387 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.16 +2026-01-07 11:36:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1535.75 total_reward_ma:767.29 loss:-0.007477 fps:1016 +frame:1.42e+06 wall_t:1397 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.087 +2026-01-07 11:36:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1517.35 total_reward_ma:778.51 loss:-0.001035 fps:1016 +frame:1.43e+06 wall_t:1407 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.137 +2026-01-07 11:37:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1514.65 total_reward_ma:789.65 loss:-0.0108 fps:1016 +frame:1.44e+06 wall_t:1417 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.052 +2026-01-07 11:37:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1518.10 total_reward_ma:800.84 loss:-0.01122 fps:1016 +frame:1.45e+06 wall_t:1427 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.086 +2026-01-07 11:37:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1514.10 total_reward_ma:812.02 loss:-0.01544 fps:1017 +frame:1.46e+06 wall_t:1436 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.086 +2026-01-07 11:37:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1458.60 total_reward_ma:822.73 loss:-0.01146 fps:1017 +frame:1.47e+06 wall_t:1446 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.151 +2026-01-07 11:37:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1462.35 total_reward_ma:833.25 loss:-0.0183 fps:1016 +frame:1.48e+06 wall_t:1456 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.182 +2026-01-07 11:37:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1451.55 total_reward_ma:843.53 loss:-0.007947 fps:1017 +frame:1.49e+06 wall_t:1465 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.085 +2026-01-07 11:37:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1446.75 total_reward_ma:853.80 loss:-0.009362 fps:1017 +frame:1.50e+06 wall_t:1475 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.13 +2026-01-07 11:38:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1433.55 total_reward_ma:863.60 loss:-0.01104 fps:1017 +frame:1.51e+06 wall_t:1485 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.161 +2026-01-07 11:38:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1424.00 total_reward_ma:872.88 loss:-0.007354 fps:1017 +frame:1.52e+06 wall_t:1495 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.097 +2026-01-07 11:38:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1445.75 total_reward_ma:882.32 loss:-0.01594 fps:1017 +frame:1.53e+06 wall_t:1505 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.069 +2026-01-07 11:38:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1399.80 total_reward_ma:891.00 loss:-0.01589 fps:1017 +frame:1.54e+06 wall_t:1514 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.105 +2026-01-07 11:38:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1383.20 total_reward_ma:899.65 loss:-0.007309 fps:1018 +frame:1.55e+06 wall_t:1523 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.155 +2026-01-07 11:38:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1426.30 total_reward_ma:908.58 loss:-0.01101 fps:1018 +frame:1.56e+06 wall_t:1533 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.076 +2026-01-07 11:39:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1424.35 total_reward_ma:917.25 loss:-0.00695 fps:1018 +frame:1.57e+06 wall_t:1542 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.123 +2026-01-07 11:39:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1422.35 total_reward_ma:925.90 loss:-0.008867 fps:1018 +frame:1.58e+06 wall_t:1552 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.096 +2026-01-07 11:39:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1356.10 total_reward_ma:933.90 loss:-0.01069 fps:1018 +frame:1.59e+06 wall_t:1562 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.158 +2026-01-07 11:39:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1362.90 total_reward_ma:941.44 loss:-0.01248 fps:1018 +frame:1.60e+06 wall_t:1572 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.143 +2026-01-07 11:39:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1384.90 total_reward_ma:949.21 loss:-0.01005 fps:1018 +frame:1.61e+06 wall_t:1582 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.084 +2026-01-07 11:39:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1484.85 total_reward_ma:957.71 loss:-0.01955 fps:1018 +frame:1.62e+06 wall_t:1592 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.145 +2026-01-07 11:40:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1456.70 total_reward_ma:965.79 loss:-0.006841 fps:1018 +frame:1.63e+06 wall_t:1601 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.051 +2026-01-07 11:40:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1538.80 total_reward_ma:974.57 loss:-0.0045 fps:1018 +frame:1.64e+06 wall_t:1611 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.209 +2026-01-07 11:40:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1620.45 total_reward_ma:984.09 loss:-0.01715 fps:1018 +frame:1.65e+06 wall_t:1621 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.188 +2026-01-07 11:40:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1666.15 total_reward_ma:993.85 loss:-0.01079 fps:1018 +frame:1.66e+06 wall_t:1631 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.107 +2026-01-07 11:40:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1663.10 total_reward_ma:1004.01 loss:-0.01045 fps:1018 +frame:1.67e+06 wall_t:1640 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.154 +2026-01-07 11:40:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1642.80 total_reward_ma:1014.05 loss:-0.01087 fps:1018 +frame:1.68e+06 wall_t:1650 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.135 +2026-01-07 11:41:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1684.30 total_reward_ma:1024.55 loss:-0.006759 fps:1018 +frame:1.69e+06 wall_t:1660 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.096 +2026-01-07 11:41:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1712.30 total_reward_ma:1035.21 loss:-0.0114 fps:1018 +frame:1.70e+06 wall_t:1670 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.111 +2026-01-07 11:41:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1754.50 total_reward_ma:1046.55 loss:-0.008245 fps:1019 +frame:1.71e+06 wall_t:1678 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.064 +2026-01-07 11:41:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1779.00 total_reward_ma:1057.98 loss:-0.01041 fps:1019 +frame:1.72e+06 wall_t:1688 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.12 +2026-01-07 11:41:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1785.60 total_reward_ma:1069.99 loss:-0.01979 fps:1018 +frame:1.73e+06 wall_t:1699 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.114 +2026-01-07 11:41:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1782.95 total_reward_ma:1082.11 loss:-0.005638 fps:1018 +frame:1.74e+06 wall_t:1709 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.113 +2026-01-07 11:42:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1873.05 total_reward_ma:1095.24 loss:-0.01255 fps:1017 +frame:1.75e+06 wall_t:1720 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.083 +2026-01-07 11:42:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1871.65 total_reward_ma:1108.56 loss:-0.003532 fps:1017 +frame:1.76e+06 wall_t:1730 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.073 +2026-01-07 11:42:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1798.75 total_reward_ma:1120.97 loss:-0.01649 fps:1017 +frame:1.77e+06 wall_t:1740 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.138 +2026-01-07 11:42:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1781.25 total_reward_ma:1133.20 loss:-0.01687 fps:1017 +frame:1.78e+06 wall_t:1750 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.052 +2026-01-07 11:42:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1784.10 total_reward_ma:1145.26 loss:-0.0101 fps:1016 +frame:1.79e+06 wall_t:1761 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.046 +2026-01-07 11:42:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1785.90 total_reward_ma:1157.17 loss:-0.01511 fps:1017 +frame:1.80e+06 wall_t:1770 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.05 +2026-01-07 11:43:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1817.20 total_reward_ma:1169.31 loss:-0.01513 fps:1016 +frame:1.81e+06 wall_t:1781 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.039 +2026-01-07 11:43:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1868.15 total_reward_ma:1182.01 loss:-0.003936 fps:1016 +frame:1.82e+06 wall_t:1791 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.04 +2026-01-07 11:43:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1814.35 total_reward_ma:1194.20 loss:-0.008229 fps:1016 +frame:1.83e+06 wall_t:1801 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.03 +2026-01-07 11:43:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1920.75 total_reward_ma:1207.45 loss:-0.007391 fps:1016 +frame:1.84e+06 wall_t:1811 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.056 +2026-01-07 11:43:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1867.90 total_reward_ma:1220.10 loss:-0.007459 fps:1016 +frame:1.85e+06 wall_t:1821 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.04 +2026-01-07 11:43:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1882.05 total_reward_ma:1232.69 loss:-0.01015 fps:1016 +frame:1.86e+06 wall_t:1831 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.049 +2026-01-07 11:44:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1918.65 total_reward_ma:1245.42 loss:-0.009939 fps:1015 +frame:1.87e+06 wall_t:1842 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.067 +2026-01-07 11:44:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1909.60 total_reward_ma:1257.98 loss:-0.01073 fps:1016 +frame:1.88e+06 wall_t:1851 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.031 +2026-01-07 11:44:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1923.90 total_reward_ma:1270.69 loss:-0.004819 fps:1016 +frame:1.89e+06 wall_t:1861 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.073 +2026-01-07 11:44:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1917.60 total_reward_ma:1283.66 loss:-0.008336 fps:1015 +frame:1.90e+06 wall_t:1871 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.047 +2026-01-07 11:44:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1968.70 total_reward_ma:1297.37 loss:-0.02187 fps:1015 +frame:1.91e+06 wall_t:1882 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.099 +2026-01-07 11:44:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1977.00 total_reward_ma:1311.84 loss:-0.01104 fps:1015 +frame:1.92e+06 wall_t:1892 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.067 +2026-01-07 11:45:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1955.20 total_reward_ma:1326.21 loss:-0.003539 fps:1015 +frame:1.93e+06 wall_t:1902 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.082 +2026-01-07 11:45:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1962.25 total_reward_ma:1340.51 loss:-0.01367 fps:1014 +frame:1.94e+06 wall_t:1913 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.126 +2026-01-07 11:45:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:1957.15 total_reward_ma:1354.58 loss:-0.0213 fps:1014 +frame:1.95e+06 wall_t:1923 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.076 +2026-01-07 11:45:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2065.80 total_reward_ma:1369.67 loss:-0.007451 fps:1014 +frame:1.96e+06 wall_t:1933 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.075 +2026-01-07 11:45:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2123.25 total_reward_ma:1385.44 loss:-0.00825 fps:1014 +frame:1.97e+06 wall_t:1942 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.058 +2026-01-07 11:45:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2126.60 total_reward_ma:1401.30 loss:-0.008356 fps:1014 +frame:1.98e+06 wall_t:1952 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.12 +2026-01-07 11:46:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2198.85 total_reward_ma:1418.11 loss:-0.006098 fps:1014 +frame:1.99e+06 wall_t:1963 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.9879 +2026-01-07 11:46:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2187.85 total_reward_ma:1434.86 loss:-0.00561 fps:1014 +frame:2.00e+06 wall_t:1973 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.129 +2026-01-07 11:46:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2242.60 total_reward_ma:1452.26 loss:-0.01105 fps:1014 +frame:2.01e+06 wall_t:1983 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.054 +2026-01-07 11:46:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2299.50 total_reward_ma:1469.86 loss:0.001434 fps:1014 +frame:2.02e+06 wall_t:1993 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.095 +2026-01-07 11:46:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2419.05 total_reward_ma:1488.39 loss:-0.002531 fps:1013 +frame:2.03e+06 wall_t:2004 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.085 +2026-01-07 11:46:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2357.10 total_reward_ma:1506.17 loss:0.002287 fps:1013 +frame:2.04e+06 wall_t:2013 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.074 +2026-01-07 11:47:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2331.20 total_reward_ma:1522.89 loss:-0.005184 fps:1013 +frame:2.05e+06 wall_t:2023 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.112 +2026-01-07 11:47:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2235.75 total_reward_ma:1538.26 loss:-0.007177 fps:1013 +frame:2.06e+06 wall_t:2033 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.086 +2026-01-07 11:47:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2253.20 total_reward_ma:1553.50 loss:-0.01051 fps:1013 +frame:2.07e+06 wall_t:2043 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.123 +2026-01-07 11:47:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2320.70 total_reward_ma:1569.35 loss:-0.01299 fps:1013 +frame:2.08e+06 wall_t:2053 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.064 +2026-01-07 11:47:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2284.05 total_reward_ma:1584.46 loss:-0.0205 fps:1013 +frame:2.09e+06 wall_t:2063 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.053 +2026-01-07 11:47:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2298.65 total_reward_ma:1599.89 loss:-0.009211 fps:1013 +frame:2.10e+06 wall_t:2073 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.142 +2026-01-07 11:48:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2301.05 total_reward_ma:1614.72 loss:-0.01425 fps:1012 +frame:2.11e+06 wall_t:2084 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.057 +2026-01-07 11:48:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2348.25 total_reward_ma:1629.65 loss:-0.01356 fps:1012 +frame:2.12e+06 wall_t:2094 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.059 +2026-01-07 11:48:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2379.50 total_reward_ma:1644.61 loss:-0.01923 fps:1012 +frame:2.13e+06 wall_t:2104 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.085 +2026-01-07 11:48:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2501.30 total_reward_ma:1660.38 loss:-0.009736 fps:1013 +frame:2.14e+06 wall_t:2113 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.022 +2026-01-07 11:48:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2522.80 total_reward_ma:1676.25 loss:-0.003242 fps:1013 +frame:2.15e+06 wall_t:2123 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.071 +2026-01-07 11:48:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2597.75 total_reward_ma:1691.86 loss:-0.01447 fps:1013 +frame:2.16e+06 wall_t:2133 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.063 +2026-01-07 11:49:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2667.50 total_reward_ma:1707.57 loss:-0.01168 fps:1013 +frame:2.17e+06 wall_t:2143 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.043 +2026-01-07 11:49:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2684.40 total_reward_ma:1723.14 loss:-0.003164 fps:1012 +frame:2.18e+06 wall_t:2154 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.017 +2026-01-07 11:49:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2707.50 total_reward_ma:1738.64 loss:0.001155 fps:1012 +frame:2.19e+06 wall_t:2164 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.9951 +2026-01-07 11:49:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2697.50 total_reward_ma:1754.23 loss:-0.008376 fps:1012 +frame:2.20e+06 wall_t:2174 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.9957 +2026-01-07 11:49:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2746.95 total_reward_ma:1770.06 loss:-0.008158 fps:1011 +frame:2.21e+06 wall_t:2185 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.058 +2026-01-07 11:49:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2824.20 total_reward_ma:1786.87 loss:-0.0008415 fps:1011 +frame:2.22e+06 wall_t:2195 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.046 +2026-01-07 11:50:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2821.95 total_reward_ma:1803.61 loss:-0.005731 fps:1011 +frame:2.23e+06 wall_t:2205 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.085 +2026-01-07 11:50:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2788.55 total_reward_ma:1819.82 loss:-0.007224 fps:1011 +frame:2.24e+06 wall_t:2215 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.007 +2026-01-07 11:50:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2909.55 total_reward_ma:1837.21 loss:-0.005118 fps:1011 +frame:2.25e+06 wall_t:2226 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.106 +2026-01-07 11:50:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2897.20 total_reward_ma:1854.25 loss:-0.006303 fps:1011 +frame:2.26e+06 wall_t:2236 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.026 +2026-01-07 11:50:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2822.50 total_reward_ma:1870.52 loss:0.005206 fps:1010 +frame:2.27e+06 wall_t:2247 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.08 +2026-01-07 11:51:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2841.30 total_reward_ma:1887.28 loss:-0.01779 fps:1010 +frame:2.28e+06 wall_t:2257 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.009 +2026-01-07 11:51:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2842.55 total_reward_ma:1904.08 loss:-0.01228 fps:1010 +frame:2.29e+06 wall_t:2268 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.028 +2026-01-07 11:51:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2839.65 total_reward_ma:1920.11 loss:-0.01706 fps:1010 +frame:2.30e+06 wall_t:2278 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.065 +2026-01-07 11:51:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2879.35 total_reward_ma:1936.66 loss:0.0009726 fps:1010 +frame:2.31e+06 wall_t:2287 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.9641 +2026-01-07 11:51:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2905.15 total_reward_ma:1953.60 loss:-0.009527 fps:1010 +frame:2.32e+06 wall_t:2297 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.002 +2026-01-07 11:51:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2913.70 total_reward_ma:1970.29 loss:-0.01356 fps:1010 +frame:2.33e+06 wall_t:2307 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.102 +2026-01-07 11:52:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2894.20 total_reward_ma:1986.49 loss:-0.006351 fps:1010 +frame:2.34e+06 wall_t:2317 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.094 +2026-01-07 11:52:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2912.15 total_reward_ma:2002.64 loss:0.002854 fps:1009 +frame:2.35e+06 wall_t:2328 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.091 +2026-01-07 11:52:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2919.75 total_reward_ma:2018.75 loss:-0.01677 fps:1009 +frame:2.36e+06 wall_t:2338 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.145 +2026-01-07 11:52:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2901.05 total_reward_ma:2034.76 loss:-0.009701 fps:1009 +frame:2.37e+06 wall_t:2349 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.054 +2026-01-07 11:52:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2788.40 total_reward_ma:2048.97 loss:0.0007135 fps:1009 +frame:2.38e+06 wall_t:2359 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.121 +2026-01-07 11:52:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2626.45 total_reward_ma:2061.24 loss:-0.01001 fps:1009 +frame:2.39e+06 wall_t:2369 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.032 +2026-01-07 11:53:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2636.70 total_reward_ma:2073.27 loss:-0.0041 fps:1009 +frame:2.40e+06 wall_t:2379 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.019 +2026-01-07 11:53:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2600.40 total_reward_ma:2084.72 loss:0.001427 fps:1008 +frame:2.41e+06 wall_t:2390 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9773 +2026-01-07 11:53:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2600.80 total_reward_ma:2095.38 loss:-0.01402 fps:1008 +frame:2.42e+06 wall_t:2400 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.003 +2026-01-07 11:53:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2675.20 total_reward_ma:2106.95 loss:-0.00822 fps:1008 +frame:2.43e+06 wall_t:2410 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.045 +2026-01-07 11:53:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2558.95 total_reward_ma:2117.40 loss:-0.003277 fps:1008 +frame:2.44e+06 wall_t:2421 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.032 +2026-01-07 11:53:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2585.85 total_reward_ma:2128.07 loss:0.002001 fps:1008 +frame:2.45e+06 wall_t:2431 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.048 +2026-01-07 11:54:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2473.25 total_reward_ma:2137.67 loss:-0.006965 fps:1007 +frame:2.46e+06 wall_t:2442 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.9852 +2026-01-07 11:54:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2463.30 total_reward_ma:2147.71 loss:-0.01874 fps:1007 +frame:2.47e+06 wall_t:2452 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.9778 +2026-01-07 11:54:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2437.05 total_reward_ma:2157.46 loss:-0.01638 fps:1008 +frame:2.48e+06 wall_t:2461 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.017 +2026-01-07 11:54:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2446.35 total_reward_ma:2167.41 loss:-0.00805 fps:1007 +frame:2.49e+06 wall_t:2472 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.057 +2026-01-07 11:54:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2409.65 total_reward_ma:2177.04 loss:-0.003326 fps:1007 +frame:2.50e+06 wall_t:2482 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.044 +2026-01-07 11:54:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2399.90 total_reward_ma:2186.70 loss:-0.002985 fps:1008 +frame:2.51e+06 wall_t:2491 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.011 +2026-01-07 11:55:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2403.25 total_reward_ma:2196.49 loss:-0.009493 fps:1007 +frame:2.52e+06 wall_t:2502 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.109 +2026-01-07 11:55:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2413.10 total_reward_ma:2206.17 loss:-0.01539 fps:1007 +frame:2.53e+06 wall_t:2512 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.073 +2026-01-07 11:55:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2386.10 total_reward_ma:2216.03 loss:-0.01097 fps:1007 +frame:2.54e+06 wall_t:2523 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.081 +2026-01-07 11:55:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2382.75 total_reward_ma:2226.02 loss:-0.008453 fps:1007 +frame:2.55e+06 wall_t:2533 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.062 +2026-01-07 11:55:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2404.90 total_reward_ma:2235.81 loss:-0.01231 fps:1007 +frame:2.56e+06 wall_t:2543 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.005 +2026-01-07 11:55:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2347.50 total_reward_ma:2245.04 loss:-0.01207 fps:1007 +frame:2.57e+06 wall_t:2552 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.07 +2026-01-07 11:56:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2376.05 total_reward_ma:2254.58 loss:-0.01464 fps:1007 +frame:2.58e+06 wall_t:2562 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.9696 +2026-01-07 11:56:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2430.55 total_reward_ma:2265.32 loss:-0.008255 fps:1007 +frame:2.59e+06 wall_t:2572 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.969 +2026-01-07 11:56:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2358.75 total_reward_ma:2275.28 loss:-0.006623 fps:1007 +frame:2.60e+06 wall_t:2582 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9459 +2026-01-07 11:56:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2474.20 total_reward_ma:2286.17 loss:0.003558 fps:1007 +frame:2.61e+06 wall_t:2593 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.033 +2026-01-07 11:56:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2515.05 total_reward_ma:2296.48 loss:-0.007884 fps:1007 +frame:2.62e+06 wall_t:2603 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9143 +2026-01-07 11:56:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2534.35 total_reward_ma:2307.25 loss:0.0006203 fps:1006 +frame:2.63e+06 wall_t:2614 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.982 +2026-01-07 11:57:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2596.90 total_reward_ma:2317.83 loss:0.0008936 fps:1006 +frame:2.64e+06 wall_t:2623 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9947 +2026-01-07 11:57:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2649.25 total_reward_ma:2328.12 loss:0.001638 fps:1006 +frame:2.65e+06 wall_t:2633 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.9531 +2026-01-07 11:57:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2560.95 total_reward_ma:2337.07 loss:-0.001259 fps:1006 +frame:2.66e+06 wall_t:2643 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.8855 +2026-01-07 11:57:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2543.55 total_reward_ma:2345.88 loss:-0.009167 fps:1006 +frame:2.67e+06 wall_t:2653 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.002 +2026-01-07 11:57:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2588.45 total_reward_ma:2355.33 loss:-0.001608 fps:1006 +frame:2.68e+06 wall_t:2663 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9836 +2026-01-07 11:57:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2593.45 total_reward_ma:2364.42 loss:-0.01549 fps:1006 +frame:2.69e+06 wall_t:2674 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.9911 +2026-01-07 11:58:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2597.75 total_reward_ma:2373.28 loss:-0.01188 fps:1006 +frame:2.70e+06 wall_t:2684 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.9242 +2026-01-07 11:58:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2642.65 total_reward_ma:2382.16 loss:-0.004183 fps:1006 +frame:2.71e+06 wall_t:2694 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.005 +2026-01-07 11:58:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2628.30 total_reward_ma:2390.65 loss:0.003182 fps:1006 +frame:2.72e+06 wall_t:2705 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9486 +2026-01-07 11:58:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2690.40 total_reward_ma:2399.70 loss:-0.005137 fps:1005 +frame:2.73e+06 wall_t:2716 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.9904 +2026-01-07 11:58:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2758.10 total_reward_ma:2409.45 loss:-0.00274 fps:1006 +frame:2.74e+06 wall_t:2725 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.9339 +2026-01-07 11:58:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2824.50 total_reward_ma:2418.97 loss:-0.005923 fps:1005 +frame:2.75e+06 wall_t:2735 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.005 +2026-01-07 11:59:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2874.30 total_reward_ma:2428.99 loss:-0.01651 fps:1005 +frame:2.76e+06 wall_t:2745 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.9589 +2026-01-07 11:59:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2907.35 total_reward_ma:2440.08 loss:0.003983 fps:1005 +frame:2.77e+06 wall_t:2755 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.9709 +2026-01-07 11:59:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:2983.45 total_reward_ma:2452.10 loss:-0.003059 fps:1005 +frame:2.78e+06 wall_t:2766 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.958 +2026-01-07 11:59:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3096.40 total_reward_ma:2465.22 loss:-0.003827 fps:1005 +frame:2.79e+06 wall_t:2776 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.8875 +2026-01-07 11:59:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3103.60 total_reward_ma:2478.40 loss:-0.009724 fps:1005 +frame:2.80e+06 wall_t:2787 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.9541 +2026-01-07 12:00:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3160.10 total_reward_ma:2491.83 loss:-0.01178 fps:1005 +frame:2.81e+06 wall_t:2797 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.03 +2026-01-07 12:00:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3184.40 total_reward_ma:2504.99 loss:-0.0002485 fps:1005 +frame:2.82e+06 wall_t:2807 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.9305 +2026-01-07 12:00:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3273.45 total_reward_ma:2519.58 loss:-0.00819 fps:1005 +frame:2.83e+06 wall_t:2817 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.9659 +2026-01-07 12:00:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3293.40 total_reward_ma:2533.31 loss:-0.006573 fps:1004 +frame:2.84e+06 wall_t:2828 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.9518 +2026-01-07 12:00:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3396.30 total_reward_ma:2548.59 loss:-0.01249 fps:1004 +frame:2.85e+06 wall_t:2838 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.017 +2026-01-07 12:00:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3417.75 total_reward_ma:2563.95 loss:0.003004 fps:1004 +frame:2.86e+06 wall_t:2848 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.9641 +2026-01-07 12:01:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3497.00 total_reward_ma:2579.73 loss:-0.01338 fps:1004 +frame:2.87e+06 wall_t:2858 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.9687 +2026-01-07 12:01:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3569.45 total_reward_ma:2596.33 loss:-0.01407 fps:1004 +frame:2.88e+06 wall_t:2868 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.9465 +2026-01-07 12:01:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3694.45 total_reward_ma:2614.04 loss:-0.004 fps:1004 +frame:2.89e+06 wall_t:2878 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.9342 +2026-01-07 12:01:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3747.20 total_reward_ma:2632.33 loss:-0.008726 fps:1004 +frame:2.90e+06 wall_t:2888 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8472 +2026-01-07 12:01:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3647.05 total_reward_ma:2649.12 loss:0.003888 fps:1004 +frame:2.91e+06 wall_t:2898 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.9439 +2026-01-07 12:01:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3695.60 total_reward_ma:2666.30 loss:-0.01259 fps:1004 +frame:2.92e+06 wall_t:2908 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.9546 +2026-01-07 12:02:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3718.20 total_reward_ma:2683.93 loss:-0.008531 fps:1004 +frame:2.93e+06 wall_t:2918 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.9094 +2026-01-07 12:02:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3796.40 total_reward_ma:2702.27 loss:0.009579 fps:1004 +frame:2.94e+06 wall_t:2929 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.9535 +2026-01-07 12:02:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3794.50 total_reward_ma:2720.65 loss:0.002704 fps:1004 +frame:2.95e+06 wall_t:2938 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.959 +2026-01-07 12:02:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3852.00 total_reward_ma:2738.51 loss:-0.01395 fps:1004 +frame:2.96e+06 wall_t:2948 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.9198 +2026-01-07 12:02:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3958.00 total_reward_ma:2756.86 loss:-0.003794 fps:1004 +frame:2.97e+06 wall_t:2958 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.9227 +2026-01-07 12:02:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4044.30 total_reward_ma:2776.03 loss:-0.01735 fps:1004 +frame:2.98e+06 wall_t:2968 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.9525 +2026-01-07 12:03:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4081.50 total_reward_ma:2794.86 loss:-0.01141 fps:1004 +frame:2.99e+06 wall_t:2977 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.9515 +2026-01-07 12:03:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4092.45 total_reward_ma:2813.91 loss:-0.01179 fps:1004 +frame:3.00e+06 wall_t:2987 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.8822 +2026-01-07 12:03:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4060.45 total_reward_ma:2832.09 loss:-0.001898 fps:1004 +frame:3.01e+06 wall_t:2997 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.025 +2026-01-07 12:03:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4248.75 total_reward_ma:2851.58 loss:0.0001193 fps:1004 +frame:3.02e+06 wall_t:3007 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9328 +2026-01-07 12:03:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4337.85 total_reward_ma:2870.77 loss:0.003874 fps:1004 +frame:3.03e+06 wall_t:3018 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.9806 +2026-01-07 12:03:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4388.10 total_reward_ma:2891.08 loss:-0.00876 fps:1004 +frame:3.04e+06 wall_t:3028 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.9683 +2026-01-07 12:04:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4344.90 total_reward_ma:2911.21 loss:-0.00769 fps:1004 +frame:3.05e+06 wall_t:3038 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.964 +2026-01-07 12:04:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4340.90 total_reward_ma:2932.26 loss:-0.009509 fps:1004 +frame:3.06e+06 wall_t:3048 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.9859 +2026-01-07 12:04:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4350.85 total_reward_ma:2953.24 loss:-3.776e-05 fps:1004 +frame:3.07e+06 wall_t:3058 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.9577 +2026-01-07 12:04:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4429.45 total_reward_ma:2974.33 loss:-0.002633 fps:1005 +frame:3.08e+06 wall_t:3066 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.9652 +2026-01-07 12:04:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4450.45 total_reward_ma:2995.99 loss:0.002655 fps:1005 +frame:3.09e+06 wall_t:3076 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.026 +2026-01-07 12:04:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4541.80 total_reward_ma:3018.42 loss:-0.005881 fps:1004 +frame:3.10e+06 wall_t:3087 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.961 +2026-01-07 12:05:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4664.80 total_reward_ma:3042.06 loss:-0.001501 fps:1004 +frame:3.11e+06 wall_t:3097 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.917 +2026-01-07 12:05:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4688.75 total_reward_ma:3065.47 loss:0.003933 fps:1004 +frame:3.12e+06 wall_t:3107 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.9388 +2026-01-07 12:05:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4767.30 total_reward_ma:3089.35 loss:0.003219 fps:1004 +frame:3.13e+06 wall_t:3118 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.9511 +2026-01-07 12:05:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4792.10 total_reward_ma:3112.25 loss:0.002398 fps:1004 +frame:3.14e+06 wall_t:3128 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.9483 +2026-01-07 12:05:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4792.10 total_reward_ma:3134.95 loss:-0.004797 fps:1004 +frame:3.15e+06 wall_t:3139 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.9387 +2026-01-07 12:05:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4747.45 total_reward_ma:3156.44 loss:5.604e-05 fps:1004 +frame:3.16e+06 wall_t:3148 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.9797 +2026-01-07 12:06:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4814.10 total_reward_ma:3177.91 loss:0.007785 fps:1004 +frame:3.17e+06 wall_t:3158 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8842 +2026-01-07 12:06:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4955.30 total_reward_ma:3200.62 loss:0.002797 fps:1003 +frame:3.18e+06 wall_t:3169 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.9359 +2026-01-07 12:06:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4951.05 total_reward_ma:3223.05 loss:0.00111 fps:1003 +frame:3.19e+06 wall_t:3179 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.9672 +2026-01-07 12:06:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4934.25 total_reward_ma:3245.42 loss:-0.009116 fps:1003 +frame:3.20e+06 wall_t:3190 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.9507 +2026-01-07 12:06:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4867.60 total_reward_ma:3266.63 loss:-0.0003601 fps:1003 +frame:3.21e+06 wall_t:3200 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.958 +2026-01-07 12:06:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4802.40 total_reward_ma:3286.41 loss:-0.01671 fps:1003 +frame:3.22e+06 wall_t:3209 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.9429 +2026-01-07 12:07:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4763.20 total_reward_ma:3305.82 loss:0.009058 fps:1003 +frame:3.23e+06 wall_t:3219 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.9251 +2026-01-07 12:07:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4744.20 total_reward_ma:3325.38 loss:0.002052 fps:1003 +frame:3.24e+06 wall_t:3229 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.9654 +2026-01-07 12:07:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4815.50 total_reward_ma:3344.44 loss:-0.008425 fps:1004 +frame:3.25e+06 wall_t:3238 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.9446 +2026-01-07 12:07:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4805.00 total_reward_ma:3363.52 loss:-0.004041 fps:1004 +frame:3.26e+06 wall_t:3248 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.9531 +2026-01-07 12:07:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4772.55 total_reward_ma:3383.02 loss:-0.003186 fps:1003 +frame:3.27e+06 wall_t:3259 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.9834 +2026-01-07 12:07:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4688.60 total_reward_ma:3401.49 loss:-0.005204 fps:1003 +frame:3.28e+06 wall_t:3269 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.9194 +2026-01-07 12:08:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4690.05 total_reward_ma:3419.96 loss:0.01264 fps:1003 +frame:3.29e+06 wall_t:3279 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.9418 +2026-01-07 12:08:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4694.30 total_reward_ma:3438.51 loss:-0.004854 fps:1003 +frame:3.30e+06 wall_t:3290 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.9451 +2026-01-07 12:08:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4682.30 total_reward_ma:3456.54 loss:0.01072 fps:1003 +frame:3.31e+06 wall_t:3300 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.9446 +2026-01-07 12:08:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4693.80 total_reward_ma:3474.43 loss:-0.01831 fps:1003 +frame:3.32e+06 wall_t:3310 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.908 +2026-01-07 12:08:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4716.65 total_reward_ma:3492.46 loss:-0.009061 fps:1003 +frame:3.33e+06 wall_t:3319 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.9209 +2026-01-07 12:08:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4792.60 total_reward_ma:3511.44 loss:0.0002746 fps:1003 +frame:3.34e+06 wall_t:3329 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.9152 +2026-01-07 12:09:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4706.05 total_reward_ma:3529.38 loss:0.002631 fps:1003 +frame:3.35e+06 wall_t:3339 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.9634 +2026-01-07 12:09:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4692.60 total_reward_ma:3547.11 loss:-0.006176 fps:1003 +frame:3.36e+06 wall_t:3350 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.001 +2026-01-07 12:09:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4726.60 total_reward_ma:3565.36 loss:-0.0007187 fps:1003 +frame:3.37e+06 wall_t:3360 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.9343 +2026-01-07 12:09:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4808.80 total_reward_ma:3585.57 loss:0.0008012 fps:1003 +frame:3.38e+06 wall_t:3370 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.9388 +2026-01-07 12:09:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4814.15 total_reward_ma:3607.44 loss:0.00111 fps:1003 +frame:3.39e+06 wall_t:3380 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.9743 +2026-01-07 12:09:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4777.20 total_reward_ma:3628.85 loss:0.004196 fps:1003 +frame:3.40e+06 wall_t:3390 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.8792 +2026-01-07 12:10:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4718.65 total_reward_ma:3650.03 loss:-0.001976 fps:1003 +frame:3.41e+06 wall_t:3401 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.9471 +2026-01-07 12:10:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4571.05 total_reward_ma:3669.73 loss:0.007579 fps:1003 +frame:3.42e+06 wall_t:3410 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.8944 +2026-01-07 12:10:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4522.45 total_reward_ma:3688.21 loss:-0.01164 fps:1003 +frame:3.43e+06 wall_t:3420 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.9821 +2026-01-07 12:10:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4403.00 total_reward_ma:3706.65 loss:-0.008934 fps:1003 +frame:3.44e+06 wall_t:3430 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.9783 +2026-01-07 12:10:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4352.10 total_reward_ma:3724.31 loss:0.001403 fps:1003 +frame:3.45e+06 wall_t:3440 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.9901 +2026-01-07 12:10:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4382.45 total_reward_ma:3743.40 loss:0.0005983 fps:1003 +frame:3.46e+06 wall_t:3450 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.978 +2026-01-07 12:11:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4319.15 total_reward_ma:3761.96 loss:0.01711 fps:1003 +frame:3.47e+06 wall_t:3460 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.9414 +2026-01-07 12:11:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4289.35 total_reward_ma:3780.48 loss:0.001698 fps:1003 +frame:3.48e+06 wall_t:3470 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.881 +2026-01-07 12:11:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4173.55 total_reward_ma:3797.76 loss:0.01044 fps:1003 +frame:3.49e+06 wall_t:3480 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.9057 +2026-01-07 12:11:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4156.75 total_reward_ma:3815.23 loss:-0.005928 fps:1003 +frame:3.50e+06 wall_t:3490 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.9683 +2026-01-07 12:11:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4273.85 total_reward_ma:3833.97 loss:0.005366 fps:1003 +frame:3.51e+06 wall_t:3501 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9467 +2026-01-07 12:11:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4222.15 total_reward_ma:3852.16 loss:0.006882 fps:1003 +frame:3.52e+06 wall_t:3511 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9185 +2026-01-07 12:12:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4246.00 total_reward_ma:3870.48 loss:0.009287 fps:1003 +frame:3.53e+06 wall_t:3521 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.8629 +2026-01-07 12:12:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4262.60 total_reward_ma:3889.25 loss:0.009316 fps:1002 +frame:3.54e+06 wall_t:3532 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.8944 +2026-01-07 12:12:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4249.25 total_reward_ma:3907.91 loss:-0.008896 fps:1002 +frame:3.55e+06 wall_t:3542 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.9776 +2026-01-07 12:12:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4160.20 total_reward_ma:3925.47 loss:-0.007537 fps:1002 +frame:3.56e+06 wall_t:3553 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.9663 +2026-01-07 12:12:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4151.15 total_reward_ma:3943.50 loss:-0.0001129 fps:1002 +frame:3.57e+06 wall_t:3563 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.9756 +2026-01-07 12:12:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4194.75 total_reward_ma:3961.69 loss:-0.009597 fps:1002 +frame:3.58e+06 wall_t:3573 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.9283 +2026-01-07 12:13:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4141.05 total_reward_ma:3978.80 loss:-0.01305 fps:1002 +frame:3.59e+06 wall_t:3582 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.8887 +2026-01-07 12:13:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4075.45 total_reward_ma:3995.96 loss:-0.001992 fps:1002 +frame:3.60e+06 wall_t:3592 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.9035 +2026-01-07 12:13:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4097.60 total_reward_ma:4012.20 loss:-0.008038 fps:1002 +frame:3.61e+06 wall_t:3603 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.8928 +2026-01-07 12:13:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4057.50 total_reward_ma:4027.62 loss:-0.004488 fps:1002 +frame:3.62e+06 wall_t:3613 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.884 +2026-01-07 12:13:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4051.70 total_reward_ma:4042.79 loss:0.005154 fps:1002 +frame:3.63e+06 wall_t:3622 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.9057 +2026-01-07 12:13:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4040.15 total_reward_ma:4057.23 loss:0.001695 fps:1002 +frame:3.64e+06 wall_t:3632 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8675 +2026-01-07 12:14:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3942.40 total_reward_ma:4070.16 loss:0.004994 fps:1002 +frame:3.65e+06 wall_t:3643 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.9605 +2026-01-07 12:14:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3926.65 total_reward_ma:4083.82 loss:-0.004001 fps:1002 +frame:3.66e+06 wall_t:3653 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.9594 +2026-01-07 12:14:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3887.85 total_reward_ma:4097.26 loss:0.01223 fps:1002 +frame:3.67e+06 wall_t:3662 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.9468 +2026-01-07 12:14:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3919.85 total_reward_ma:4110.57 loss:0.0009104 fps:1002 +frame:3.68e+06 wall_t:3672 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8859 +2026-01-07 12:14:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3930.90 total_reward_ma:4123.95 loss:0.0001735 fps:1002 +frame:3.69e+06 wall_t:3682 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.9002 +2026-01-07 12:14:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3959.70 total_reward_ma:4137.57 loss:0.0009359 fps:1002 +frame:3.70e+06 wall_t:3692 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.8621 +2026-01-07 12:15:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:3993.05 total_reward_ma:4151.07 loss:0.003364 fps:1002 +frame:3.71e+06 wall_t:3702 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.92 +2026-01-07 12:15:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4121.55 total_reward_ma:4166.00 loss:-0.01112 fps:1002 +frame:3.72e+06 wall_t:3713 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.9416 +2026-01-07 12:15:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4121.55 total_reward_ma:4180.31 loss:-0.001983 fps:1002 +frame:3.73e+06 wall_t:3723 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.9704 +2026-01-07 12:15:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4183.25 total_reward_ma:4194.57 loss:-0.01149 fps:1002 +frame:3.74e+06 wall_t:3733 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.9111 +2026-01-07 12:15:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4212.00 total_reward_ma:4208.44 loss:0.002945 fps:1002 +frame:3.75e+06 wall_t:3743 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.9337 +2026-01-07 12:15:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4212.20 total_reward_ma:4221.82 loss:-0.01273 fps:1002 +frame:3.76e+06 wall_t:3752 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.9503 +2026-01-07 12:16:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4259.45 total_reward_ma:4235.34 loss:-0.004537 fps:1002 +frame:3.77e+06 wall_t:3762 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.9215 +2026-01-07 12:16:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4325.40 total_reward_ma:4248.76 loss:-0.005578 fps:1002 +frame:3.78e+06 wall_t:3772 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.9564 +2026-01-07 12:16:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4221.45 total_reward_ma:4260.01 loss:-0.005254 fps:1002 +frame:3.79e+06 wall_t:3782 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.9209 +2026-01-07 12:16:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4321.15 total_reward_ma:4272.19 loss:-0.005131 fps:1002 +frame:3.80e+06 wall_t:3792 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.8862 +2026-01-07 12:16:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4319.50 total_reward_ma:4283.78 loss:-0.002926 fps:1002 +frame:3.81e+06 wall_t:3802 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.9279 +2026-01-07 12:16:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4345.40 total_reward_ma:4295.39 loss:-0.004769 fps:1002 +frame:3.82e+06 wall_t:3812 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.8648 +2026-01-07 12:17:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4307.65 total_reward_ma:4305.73 loss:-0.004384 fps:1002 +frame:3.83e+06 wall_t:3823 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.8652 +2026-01-07 12:17:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4387.15 total_reward_ma:4316.67 loss:-0.008872 fps:1002 +frame:3.84e+06 wall_t:3833 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.9003 +2026-01-07 12:17:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4420.20 total_reward_ma:4326.91 loss:0.004779 fps:1002 +frame:3.85e+06 wall_t:3842 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.8717 +2026-01-07 12:17:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4525.95 total_reward_ma:4337.99 loss:-0.002272 fps:1002 +frame:3.86e+06 wall_t:3852 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.8423 +2026-01-07 12:17:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4525.95 total_reward_ma:4348.28 loss:-0.01084 fps:1002 +frame:3.87e+06 wall_t:3863 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.8323 +2026-01-07 12:17:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4595.40 total_reward_ma:4358.54 loss:-0.001994 fps:1002 +frame:3.88e+06 wall_t:3873 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.861 +2026-01-07 12:18:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4707.45 total_reward_ma:4368.67 loss:0.01324 fps:1002 +frame:3.89e+06 wall_t:3883 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.7856 +2026-01-07 12:18:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4744.40 total_reward_ma:4378.64 loss:-0.01556 fps:1002 +frame:3.90e+06 wall_t:3894 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.823 +2026-01-07 12:18:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4735.25 total_reward_ma:4389.52 loss:-0.002466 fps:1002 +frame:3.91e+06 wall_t:3904 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.767 +2026-01-07 12:18:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4828.00 total_reward_ma:4400.85 loss:0.006618 fps:1002 +frame:3.92e+06 wall_t:3914 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.9133 +2026-01-07 12:18:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4816.80 total_reward_ma:4411.83 loss:0.003944 fps:1002 +frame:3.93e+06 wall_t:3923 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.8871 +2026-01-07 12:18:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4799.35 total_reward_ma:4421.86 loss:-0.01188 fps:1002 +frame:3.94e+06 wall_t:3934 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.9401 +2026-01-07 12:19:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4761.85 total_reward_ma:4431.54 loss:0.01189 fps:1002 +frame:3.95e+06 wall_t:3944 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.8764 +2026-01-07 12:19:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4677.10 total_reward_ma:4439.79 loss:-5.251e-05 fps:1001 +frame:3.96e+06 wall_t:3955 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.9215 +2026-01-07 12:19:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4788.25 total_reward_ma:4448.09 loss:-0.01259 fps:1001 +frame:3.97e+06 wall_t:3965 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.9149 +2026-01-07 12:19:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4873.65 total_reward_ma:4456.38 loss:-0.004096 fps:1001 +frame:3.98e+06 wall_t:3975 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.8995 +2026-01-07 12:19:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4873.65 total_reward_ma:4464.31 loss:0.00938 fps:1001 +frame:3.99e+06 wall_t:3985 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.8021 +2026-01-07 12:19:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4983.90 total_reward_ma:4473.22 loss:-0.0005567 fps:1001 +frame:4.00e+06 wall_t:3996 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.8996 +2026-01-07 12:20:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4992.40 total_reward_ma:4482.54 loss:0.01177 fps:1001 +frame:4.01e+06 wall_t:4006 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.8313 +2026-01-07 12:20:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5014.55 total_reward_ma:4490.20 loss:0.009493 fps:1001 +frame:4.02e+06 wall_t:4015 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.7663 +2026-01-07 12:20:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5060.50 total_reward_ma:4497.42 loss:-0.006192 fps:1001 +frame:4.03e+06 wall_t:4025 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.9071 +2026-01-07 12:20:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5117.20 total_reward_ma:4504.71 loss:-0.007566 fps:1001 +frame:4.04e+06 wall_t:4035 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.8607 +2026-01-07 12:20:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5120.85 total_reward_ma:4512.47 loss:0.02822 fps:1001 +frame:4.05e+06 wall_t:4045 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.8672 +2026-01-07 12:20:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5181.90 total_reward_ma:4520.88 loss:0.007602 fps:1001 +frame:4.06e+06 wall_t:4055 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.8755 +2026-01-07 12:21:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5213.35 total_reward_ma:4529.51 loss:-0.01063 fps:1001 +frame:4.07e+06 wall_t:4065 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.9563 +2026-01-07 12:21:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5207.75 total_reward_ma:4537.29 loss:-0.008565 fps:1001 +frame:4.08e+06 wall_t:4076 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8907 +2026-01-07 12:21:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5207.75 total_reward_ma:4544.87 loss:-0.001489 fps:1001 +frame:4.09e+06 wall_t:4086 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8363 +2026-01-07 12:21:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5173.50 total_reward_ma:4551.18 loss:0.00516 fps:1001 +frame:4.10e+06 wall_t:4095 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.8207 +2026-01-07 12:21:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5197.60 total_reward_ma:4556.51 loss:0.001619 fps:1001 +frame:4.11e+06 wall_t:4105 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.8833 +2026-01-07 12:21:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5212.55 total_reward_ma:4561.75 loss:0.003763 fps:1001 +frame:4.12e+06 wall_t:4115 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.8829 +2026-01-07 12:22:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5208.80 total_reward_ma:4566.16 loss:0.0102 fps:1001 +frame:4.13e+06 wall_t:4126 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.8337 +2026-01-07 12:22:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5271.70 total_reward_ma:4570.96 loss:8.84e-05 fps:1001 +frame:4.14e+06 wall_t:4136 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.9064 +2026-01-07 12:22:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5252.65 total_reward_ma:4575.56 loss:0.01096 fps:1001 +frame:4.15e+06 wall_t:4145 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.7815 +2026-01-07 12:22:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5237.90 total_reward_ma:4580.47 loss:0.005417 fps:1001 +frame:4.16e+06 wall_t:4155 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.8723 +2026-01-07 12:22:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5236.35 total_reward_ma:4584.69 loss:0.001553 fps:1001 +frame:4.17e+06 wall_t:4165 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.7794 +2026-01-07 12:22:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5214.85 total_reward_ma:4587.29 loss:0.003818 fps:1001 +frame:4.18e+06 wall_t:4176 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.8728 +2026-01-07 12:23:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5171.85 total_reward_ma:4589.50 loss:-0.003809 fps:1001 +frame:4.19e+06 wall_t:4185 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.8348 +2026-01-07 12:23:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5101.45 total_reward_ma:4591.17 loss:0.01225 fps:1001 +frame:4.20e+06 wall_t:4196 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.8769 +2026-01-07 12:23:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5010.25 total_reward_ma:4592.59 loss:0.007282 fps:1001 +frame:4.21e+06 wall_t:4206 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.8345 +2026-01-07 12:23:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5007.30 total_reward_ma:4594.64 loss:0.006963 fps:1001 +frame:4.22e+06 wall_t:4216 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.8149 +2026-01-07 12:23:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5066.10 total_reward_ma:4597.67 loss:0.01611 fps:1001 +frame:4.23e+06 wall_t:4227 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.7368 +2026-01-07 12:24:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4906.30 total_reward_ma:4599.29 loss:0.0006496 fps:1001 +frame:4.24e+06 wall_t:4237 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.7782 +2026-01-07 12:24:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4839.30 total_reward_ma:4599.53 loss:0.02207 fps:1001 +frame:4.25e+06 wall_t:4247 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.8103 +2026-01-07 12:24:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4940.25 total_reward_ma:4600.88 loss:0.0135 fps:1001 +frame:4.26e+06 wall_t:4257 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.7996 +2026-01-07 12:24:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4928.00 total_reward_ma:4602.44 loss:0.01083 fps:1001 +frame:4.27e+06 wall_t:4267 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.8175 +2026-01-07 12:24:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4971.75 total_reward_ma:4605.27 loss:0.002965 fps:1001 +frame:4.28e+06 wall_t:4277 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.8072 +2026-01-07 12:24:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4985.90 total_reward_ma:4608.23 loss:-0.003992 fps:1001 +frame:4.29e+06 wall_t:4287 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.761 +2026-01-07 12:25:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4969.70 total_reward_ma:4610.98 loss:-0.002093 fps:1001 +frame:4.30e+06 wall_t:4297 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.8263 +2026-01-07 12:25:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4934.05 total_reward_ma:4613.50 loss:0.0085 fps:1001 +frame:4.31e+06 wall_t:4307 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.8274 +2026-01-07 12:25:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4761.65 total_reward_ma:4614.18 loss:0.002076 fps:1001 +frame:4.32e+06 wall_t:4316 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.8494 +2026-01-07 12:25:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4786.50 total_reward_ma:4614.88 loss:0.02036 fps:1001 +frame:4.33e+06 wall_t:4325 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.7571 +2026-01-07 12:25:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4737.75 total_reward_ma:4614.33 loss:-0.002648 fps:1001 +frame:4.34e+06 wall_t:4334 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.8108 +2026-01-07 12:25:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4584.45 total_reward_ma:4613.11 loss:0.01871 fps:1002 +frame:4.35e+06 wall_t:4343 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.834 +2026-01-07 12:25:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4478.35 total_reward_ma:4610.97 loss:0.001904 fps:1002 +frame:4.36e+06 wall_t:4352 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.8529 +2026-01-07 12:26:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4496.75 total_reward_ma:4608.67 loss:-0.005425 fps:1002 +frame:4.37e+06 wall_t:4361 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.8603 +2026-01-07 12:26:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4497.50 total_reward_ma:4605.56 loss:0.000397 fps:1002 +frame:4.38e+06 wall_t:4371 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.8457 +2026-01-07 12:26:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4599.20 total_reward_ma:4603.41 loss:0.01307 fps:1002 +frame:4.39e+06 wall_t:4380 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.8423 +2026-01-07 12:26:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4546.80 total_reward_ma:4601.10 loss:0.003276 fps:1003 +frame:4.40e+06 wall_t:4389 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.8537 +2026-01-07 12:26:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4695.75 total_reward_ma:4600.88 loss:0.003243 fps:1003 +frame:4.41e+06 wall_t:4398 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.7739 +2026-01-07 12:26:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4703.50 total_reward_ma:4602.20 loss:0.005518 fps:1003 +frame:4.42e+06 wall_t:4408 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.7322 +2026-01-07 12:27:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4746.75 total_reward_ma:4604.44 loss:-0.008121 fps:1003 +frame:4.43e+06 wall_t:4417 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.7456 +2026-01-07 12:27:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4610.45 total_reward_ma:4606.52 loss:0.004992 fps:1003 +frame:4.44e+06 wall_t:4426 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.8243 +2026-01-07 12:27:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4679.50 total_reward_ma:4609.79 loss:-0.01283 fps:1003 +frame:4.45e+06 wall_t:4435 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.8164 +2026-01-07 12:27:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4642.50 total_reward_ma:4612.39 loss:-0.0001162 fps:1004 +frame:4.46e+06 wall_t:4444 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.7648 +2026-01-07 12:27:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4662.95 total_reward_ma:4615.83 loss:0.002017 fps:1004 +frame:4.47e+06 wall_t:4454 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.8094 +2026-01-07 12:27:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4724.10 total_reward_ma:4620.18 loss:0.004571 fps:1004 +frame:4.48e+06 wall_t:4463 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.8407 +2026-01-07 12:27:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4766.00 total_reward_ma:4626.10 loss:0.01796 fps:1004 +frame:4.49e+06 wall_t:4472 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.8492 +2026-01-07 12:28:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4782.55 total_reward_ma:4632.36 loss:-0.007003 fps:1004 +frame:4.50e+06 wall_t:4482 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.8512 +2026-01-07 12:28:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4837.30 total_reward_ma:4637.99 loss:0.002188 fps:1004 +frame:4.51e+06 wall_t:4491 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.8317 +2026-01-07 12:28:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4806.90 total_reward_ma:4643.84 loss:-0.005807 fps:1004 +frame:4.52e+06 wall_t:4500 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.8291 +2026-01-07 12:28:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4860.45 total_reward_ma:4649.99 loss:-0.0009277 fps:1005 +frame:4.53e+06 wall_t:4508 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.8134 +2026-01-07 12:28:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4837.45 total_reward_ma:4655.73 loss:0.006348 fps:1005 +frame:4.54e+06 wall_t:4517 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.7943 +2026-01-07 12:28:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4891.05 total_reward_ma:4662.15 loss:0.01074 fps:1005 +frame:4.55e+06 wall_t:4526 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.8347 +2026-01-07 12:28:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:4920.35 total_reward_ma:4669.75 loss:0.006473 fps:1006 +frame:4.56e+06 wall_t:4535 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.7775 +2026-01-07 12:29:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5013.05 total_reward_ma:4678.37 loss:0.01285 fps:1006 +frame:4.57e+06 wall_t:4544 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.8176 +2026-01-07 12:29:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5082.95 total_reward_ma:4687.26 loss:0.002627 fps:1006 +frame:4.58e+06 wall_t:4552 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.7769 +2026-01-07 12:29:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5299.15 total_reward_ma:4698.84 loss:0.01451 fps:1006 +frame:4.59e+06 wall_t:4561 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.7774 +2026-01-07 12:29:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5373.60 total_reward_ma:4711.82 loss:0.003054 fps:1007 +frame:4.60e+06 wall_t:4570 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.7424 +2026-01-07 12:29:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5372.95 total_reward_ma:4724.57 loss:0.006278 fps:1007 +frame:4.61e+06 wall_t:4578 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.7899 +2026-01-07 12:29:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5297.45 total_reward_ma:4736.97 loss:0.02248 fps:1007 +frame:4.62e+06 wall_t:4587 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.7204 +2026-01-07 12:30:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5351.75 total_reward_ma:4749.97 loss:0.004274 fps:1007 +frame:4.63e+06 wall_t:4597 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.7658 +2026-01-07 12:30:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5353.45 total_reward_ma:4763.10 loss:0.02334 fps:1007 +frame:4.64e+06 wall_t:4606 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.7614 +2026-01-07 12:30:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5310.70 total_reward_ma:4776.79 loss:-0.000349 fps:1008 +frame:4.65e+06 wall_t:4614 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.8028 +2026-01-07 12:30:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5443.25 total_reward_ma:4791.95 loss:0.0004154 fps:1008 +frame:4.66e+06 wall_t:4623 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.8273 +2026-01-07 12:30:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5419.40 total_reward_ma:4807.27 loss:0.01391 fps:1008 +frame:4.67e+06 wall_t:4632 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.7466 +2026-01-07 12:30:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5483.55 total_reward_ma:4822.91 loss:0.005578 fps:1009 +frame:4.68e+06 wall_t:4640 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.7361 +2026-01-07 12:30:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5483.15 total_reward_ma:4838.43 loss:0.006517 fps:1009 +frame:4.69e+06 wall_t:4649 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.7693 +2026-01-07 12:31:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5579.90 total_reward_ma:4854.63 loss:0.0149 fps:1009 +frame:4.70e+06 wall_t:4657 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.7449 +2026-01-07 12:31:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5705.90 total_reward_ma:4871.76 loss:-0.006634 fps:1009 +frame:4.71e+06 wall_t:4667 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.8009 +2026-01-07 12:31:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5622.00 total_reward_ma:4886.76 loss:0.009017 fps:1009 +frame:4.72e+06 wall_t:4676 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.7768 +2026-01-07 12:31:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5709.30 total_reward_ma:4902.64 loss:0.005701 fps:1010 +frame:4.73e+06 wall_t:4684 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.7842 +2026-01-07 12:31:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5762.60 total_reward_ma:4918.43 loss:0.003904 fps:1010 +frame:4.74e+06 wall_t:4693 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.8136 +2026-01-07 12:31:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5803.55 total_reward_ma:4934.35 loss:0.0005672 fps:1010 +frame:4.75e+06 wall_t:4702 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.8165 +2026-01-07 12:31:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5896.45 total_reward_ma:4951.19 loss:0.01197 fps:1010 +frame:4.76e+06 wall_t:4711 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.8056 +2026-01-07 12:32:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5867.55 total_reward_ma:4967.27 loss:0.003104 fps:1011 +frame:4.77e+06 wall_t:4720 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.8976 +2026-01-07 12:32:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5842.85 total_reward_ma:4982.45 loss:0.0134 fps:1011 +frame:4.78e+06 wall_t:4728 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.8143 +2026-01-07 12:32:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5816.00 total_reward_ma:4998.39 loss:0.001619 fps:1011 +frame:4.79e+06 wall_t:4737 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.7965 +2026-01-07 12:32:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5816.00 total_reward_ma:5013.34 loss:0.01188 fps:1011 +frame:4.80e+06 wall_t:4746 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.8085 +2026-01-07 12:32:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5842.55 total_reward_ma:5028.57 loss:0.002711 fps:1012 +frame:4.81e+06 wall_t:4754 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.8424 +2026-01-07 12:32:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5862.40 total_reward_ma:5043.74 loss:-0.007476 fps:1012 +frame:4.82e+06 wall_t:4763 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.7182 +2026-01-07 12:32:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5862.40 total_reward_ma:5059.29 loss:-0.001851 fps:1012 +frame:4.83e+06 wall_t:4772 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.7996 +2026-01-07 12:33:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5876.75 total_reward_ma:5074.19 loss:0.006473 fps:1012 +frame:4.84e+06 wall_t:4782 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.8358 +2026-01-07 12:33:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5874.45 total_reward_ma:5088.73 loss:0.008947 fps:1012 +frame:4.85e+06 wall_t:4791 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8368 +2026-01-07 12:33:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5874.45 total_reward_ma:5102.21 loss:0.002929 fps:1012 +frame:4.86e+06 wall_t:4800 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.8271 +2026-01-07 12:33:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5905.35 total_reward_ma:5116.01 loss:0.02561 fps:1013 +frame:4.87e+06 wall_t:4809 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.7578 +2026-01-07 12:33:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5872.10 total_reward_ma:5128.77 loss:0.01819 fps:1013 +frame:4.88e+06 wall_t:4818 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.7951 +2026-01-07 12:33:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:5929.05 total_reward_ma:5140.99 loss:-0.003529 fps:1013 +frame:4.89e+06 wall_t:4828 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.86 +2026-01-07 12:34:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6282.30 total_reward_ma:5156.37 loss:0.0108 fps:1013 +frame:4.90e+06 wall_t:4838 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.9038 +2026-01-07 12:34:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6310.05 total_reward_ma:5172.12 loss:-0.008525 fps:1013 +frame:4.91e+06 wall_t:4847 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.8005 +2026-01-07 12:34:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6345.95 total_reward_ma:5187.30 loss:-0.006464 fps:1013 +frame:4.92e+06 wall_t:4857 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.8239 +2026-01-07 12:34:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6345.95 total_reward_ma:5202.59 loss:0.01115 fps:1013 +frame:4.93e+06 wall_t:4866 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.7763 +2026-01-07 12:34:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6284.95 total_reward_ma:5217.44 loss:-0.006032 fps:1013 +frame:4.94e+06 wall_t:4875 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.8054 +2026-01-07 12:34:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6203.45 total_reward_ma:5231.86 loss:0.01191 fps:1014 +frame:4.95e+06 wall_t:4884 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.8314 +2026-01-07 12:34:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6203.45 total_reward_ma:5247.12 loss:0.008321 fps:1014 +frame:4.96e+06 wall_t:4893 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.7824 +2026-01-07 12:35:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6182.65 total_reward_ma:5261.07 loss:0.002656 fps:1014 +frame:4.97e+06 wall_t:4903 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.7681 +2026-01-07 12:35:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6299.75 total_reward_ma:5275.33 loss:-0.01078 fps:1014 +frame:4.98e+06 wall_t:4912 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.8302 +2026-01-07 12:35:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6270.05 total_reward_ma:5289.29 loss:-0.001312 fps:1014 +frame:4.99e+06 wall_t:4921 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.8749 +2026-01-07 12:35:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6292.05 total_reward_ma:5302.37 loss:0.02079 fps:1014 +frame:5.00e+06 wall_t:4930 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.8156 +2026-01-07 12:35:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6364.30 total_reward_ma:5316.09 loss:7.62e-05 fps:1014 +frame:5.01e+06 wall_t:4940 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.7883 +2026-01-07 12:35:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6508.70 total_reward_ma:5331.04 loss:0.0007255 fps:1014 +frame:5.02e+06 wall_t:4949 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.8335 +2026-01-07 12:36:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6537.65 total_reward_ma:5345.81 loss:0.003149 fps:1015 +frame:5.03e+06 wall_t:4958 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.8369 +2026-01-07 12:36:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6566.50 total_reward_ma:5360.30 loss:-0.008343 fps:1015 +frame:5.04e+06 wall_t:4967 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.8107 +2026-01-07 12:36:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6566.50 total_reward_ma:5374.76 loss:-0.002802 fps:1015 +frame:5.05e+06 wall_t:4976 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.8311 +2026-01-07 12:36:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6518.25 total_reward_ma:5388.12 loss:-0.003417 fps:1015 +frame:5.06e+06 wall_t:4985 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.77 +2026-01-07 12:36:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6665.40 total_reward_ma:5402.64 loss:0.005317 fps:1015 +frame:5.07e+06 wall_t:4995 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7997 +2026-01-07 12:36:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6705.15 total_reward_ma:5417.61 loss:0.0008768 fps:1015 +frame:5.08e+06 wall_t:5004 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.7813 +2026-01-07 12:36:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6660.05 total_reward_ma:5432.14 loss:0.02336 fps:1015 +frame:5.09e+06 wall_t:5013 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.7482 +2026-01-07 12:37:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6708.55 total_reward_ma:5447.49 loss:0.004076 fps:1016 +frame:5.10e+06 wall_t:5022 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.7577 +2026-01-07 12:37:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6812.00 total_reward_ma:5463.63 loss:-0.0004589 fps:1016 +frame:5.11e+06 wall_t:5032 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.7923 +2026-01-07 12:37:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6808.25 total_reward_ma:5479.59 loss:0.0002318 fps:1016 +frame:5.12e+06 wall_t:5041 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.7731 +2026-01-07 12:37:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6816.30 total_reward_ma:5495.66 loss:0.007074 fps:1016 +frame:5.13e+06 wall_t:5050 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.7676 +2026-01-07 12:37:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6596.65 total_reward_ma:5508.91 loss:0.006275 fps:1016 +frame:5.14e+06 wall_t:5059 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7809 +2026-01-07 12:37:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6608.15 total_reward_ma:5522.47 loss:-0.004847 fps:1016 +frame:5.15e+06 wall_t:5069 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.7755 +2026-01-07 12:38:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6454.40 total_reward_ma:5534.63 loss:0.00524 fps:1016 +frame:5.16e+06 wall_t:5078 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.8287 +2026-01-07 12:38:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6490.35 total_reward_ma:5547.17 loss:0.0003659 fps:1016 +frame:5.17e+06 wall_t:5087 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.7917 +2026-01-07 12:38:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6517.85 total_reward_ma:5560.20 loss:0.0148 fps:1016 +frame:5.18e+06 wall_t:5096 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8338 +2026-01-07 12:38:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6472.50 total_reward_ma:5573.21 loss:0.006754 fps:1016 +frame:5.19e+06 wall_t:5106 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.8204 +2026-01-07 12:38:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6543.35 total_reward_ma:5587.63 loss:0.003652 fps:1017 +frame:5.20e+06 wall_t:5115 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.804 +2026-01-07 12:38:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6707.75 total_reward_ma:5604.60 loss:0.005777 fps:1017 +frame:5.21e+06 wall_t:5124 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.7737 +2026-01-07 12:38:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6805.25 total_reward_ma:5622.58 loss:0.01756 fps:1017 +frame:5.22e+06 wall_t:5133 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.852 +2026-01-07 12:39:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6843.30 total_reward_ma:5640.35 loss:0.01282 fps:1017 +frame:5.23e+06 wall_t:5142 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.8159 +2026-01-07 12:39:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6948.35 total_reward_ma:5660.78 loss:0.002875 fps:1017 +frame:5.24e+06 wall_t:5152 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.8507 +2026-01-07 12:39:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6971.60 total_reward_ma:5682.10 loss:-0.007666 fps:1017 +frame:5.25e+06 wall_t:5162 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.802 +2026-01-07 12:39:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6971.60 total_reward_ma:5702.41 loss:0.008246 fps:1017 +frame:5.26e+06 wall_t:5171 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.7874 +2026-01-07 12:39:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7009.40 total_reward_ma:5723.23 loss:-3.96e-05 fps:1017 +frame:5.27e+06 wall_t:5181 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7807 +2026-01-07 12:39:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7034.40 total_reward_ma:5743.85 loss:-0.0001311 fps:1017 +frame:5.28e+06 wall_t:5190 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.7431 +2026-01-07 12:40:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7050.40 total_reward_ma:5764.50 loss:0.006434 fps:1018 +frame:5.29e+06 wall_t:5199 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.8295 +2026-01-07 12:40:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6922.05 total_reward_ma:5784.02 loss:0.0005864 fps:1018 +frame:5.30e+06 wall_t:5208 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.7253 +2026-01-07 12:40:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6964.30 total_reward_ma:5804.32 loss:0.001139 fps:1018 +frame:5.31e+06 wall_t:5217 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.743 +2026-01-07 12:40:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6958.60 total_reward_ma:5826.29 loss:0.008498 fps:1018 +frame:5.32e+06 wall_t:5226 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.7952 +2026-01-07 12:40:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7098.60 total_reward_ma:5849.42 loss:0.001278 fps:1018 +frame:5.33e+06 wall_t:5236 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.7887 +2026-01-07 12:40:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7093.10 total_reward_ma:5872.97 loss:0.007727 fps:1018 +frame:5.34e+06 wall_t:5245 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7372 +2026-01-07 12:40:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7158.30 total_reward_ma:5898.71 loss:0.009197 fps:1018 +frame:5.35e+06 wall_t:5254 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.7929 +2026-01-07 12:41:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7120.00 total_reward_ma:5925.12 loss:0.002704 fps:1018 +frame:5.36e+06 wall_t:5264 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.7697 +2026-01-07 12:41:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7120.00 total_reward_ma:5951.35 loss:-0.009909 fps:1018 +frame:5.37e+06 wall_t:5273 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7097 +2026-01-07 12:41:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7159.00 total_reward_ma:5977.97 loss:0.0006792 fps:1019 +frame:5.38e+06 wall_t:5281 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.7813 +2026-01-07 12:41:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7159.00 total_reward_ma:6003.57 loss:-0.0005547 fps:1019 +frame:5.39e+06 wall_t:5291 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.7914 +2026-01-07 12:41:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7265.35 total_reward_ma:6030.75 loss:0.01212 fps:1019 +frame:5.40e+06 wall_t:5300 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.8246 +2026-01-07 12:41:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7358.20 total_reward_ma:6057.38 loss:-0.007664 fps:1019 +frame:5.41e+06 wall_t:5309 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.8316 +2026-01-07 12:42:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7163.05 total_reward_ma:6081.97 loss:-0.0003697 fps:1019 +frame:5.42e+06 wall_t:5319 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.8628 +2026-01-07 12:42:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7174.40 total_reward_ma:6106.25 loss:0.00561 fps:1019 +frame:5.43e+06 wall_t:5328 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.8099 +2026-01-07 12:42:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7242.25 total_reward_ma:6132.57 loss:0.007247 fps:1019 +frame:5.44e+06 wall_t:5337 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.8249 +2026-01-07 12:42:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7248.95 total_reward_ma:6158.26 loss:0.01086 fps:1019 +frame:5.45e+06 wall_t:5347 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.7941 +2026-01-07 12:42:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7282.50 total_reward_ma:6184.66 loss:0.02052 fps:1019 +frame:5.46e+06 wall_t:5356 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.82 +2026-01-07 12:42:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7093.50 total_reward_ma:6208.97 loss:-0.002801 fps:1020 +frame:5.47e+06 wall_t:5364 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.7415 +2026-01-07 12:42:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7013.75 total_reward_ma:6231.86 loss:0.0017 fps:1020 +frame:5.48e+06 wall_t:5374 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.8064 +2026-01-07 12:43:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6998.40 total_reward_ma:6254.19 loss:-0.002325 fps:1020 +frame:5.49e+06 wall_t:5383 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.7681 +2026-01-07 12:43:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6956.40 total_reward_ma:6275.93 loss:-0.003533 fps:1020 +frame:5.50e+06 wall_t:5392 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.8413 +2026-01-07 12:43:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6915.00 total_reward_ma:6296.70 loss:0.009632 fps:1020 +frame:5.51e+06 wall_t:5402 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.8797 +2026-01-07 12:43:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6956.65 total_reward_ma:6318.20 loss:-0.004878 fps:1020 +frame:5.52e+06 wall_t:5411 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.7751 +2026-01-07 12:43:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6999.30 total_reward_ma:6339.59 loss:0.006078 fps:1020 +frame:5.53e+06 wall_t:5421 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.8137 +2026-01-07 12:43:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7040.95 total_reward_ma:6361.62 loss:0.007276 fps:1020 +frame:5.54e+06 wall_t:5430 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.7533 +2026-01-07 12:44:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7176.55 total_reward_ma:6384.48 loss:0.0008868 fps:1020 +frame:5.55e+06 wall_t:5439 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.7867 +2026-01-07 12:44:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7268.40 total_reward_ma:6407.96 loss:0.0008683 fps:1020 +frame:5.56e+06 wall_t:5449 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.8117 +2026-01-07 12:44:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7302.40 total_reward_ma:6430.85 loss:0.006002 fps:1021 +frame:5.57e+06 wall_t:5458 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.8182 +2026-01-07 12:44:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7294.20 total_reward_ma:6452.97 loss:-0.003816 fps:1021 +frame:5.58e+06 wall_t:5467 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.7789 +2026-01-07 12:44:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7279.90 total_reward_ma:6472.77 loss:0.003626 fps:1021 +frame:5.59e+06 wall_t:5477 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.8176 +2026-01-07 12:44:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7321.05 total_reward_ma:6492.25 loss:0.0009124 fps:1021 +frame:5.60e+06 wall_t:5486 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.8369 +2026-01-07 12:44:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7164.50 total_reward_ma:6510.16 loss:-0.001049 fps:1021 +frame:5.61e+06 wall_t:5496 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.8421 +2026-01-07 12:45:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7097.10 total_reward_ma:6528.16 loss:-0.004443 fps:1021 +frame:5.62e+06 wall_t:5505 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.8047 +2026-01-07 12:45:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7097.10 total_reward_ma:6545.61 loss:-0.001095 fps:1021 +frame:5.63e+06 wall_t:5515 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.877 +2026-01-07 12:45:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7105.70 total_reward_ma:6563.14 loss:-6.578e-05 fps:1021 +frame:5.64e+06 wall_t:5523 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.8428 +2026-01-07 12:45:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7109.25 total_reward_ma:6581.12 loss:-0.001774 fps:1021 +frame:5.65e+06 wall_t:5532 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.8392 +2026-01-07 12:45:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7033.40 total_reward_ma:6597.02 loss:0.001242 fps:1021 +frame:5.66e+06 wall_t:5541 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.8812 +2026-01-07 12:45:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6981.60 total_reward_ma:6612.65 loss:0.009525 fps:1022 +frame:5.67e+06 wall_t:5550 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.8109 +2026-01-07 12:46:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7023.05 total_reward_ma:6628.04 loss:-0.0135 fps:1022 +frame:5.68e+06 wall_t:5559 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.889 +2026-01-07 12:46:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7040.00 total_reward_ma:6643.61 loss:0.002752 fps:1022 +frame:5.69e+06 wall_t:5567 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.8754 +2026-01-07 12:46:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7056.05 total_reward_ma:6658.37 loss:-0.0006057 fps:1022 +frame:5.70e+06 wall_t:5576 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.8335 +2026-01-07 12:46:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6999.65 total_reward_ma:6671.31 loss:-0.01253 fps:1022 +frame:5.71e+06 wall_t:5585 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.784 +2026-01-07 12:46:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6972.95 total_reward_ma:6684.82 loss:0.002717 fps:1023 +frame:5.72e+06 wall_t:5593 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.783 +2026-01-07 12:46:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7039.70 total_reward_ma:6698.12 loss:-0.007809 fps:1023 +frame:5.73e+06 wall_t:5603 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.7915 +2026-01-07 12:46:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7032.05 total_reward_ma:6710.82 loss:0.005881 fps:1023 +frame:5.74e+06 wall_t:5612 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.7737 +2026-01-07 12:47:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7025.70 total_reward_ma:6723.04 loss:0.00817 fps:1023 +frame:5.75e+06 wall_t:5621 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.8258 +2026-01-07 12:47:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7106.50 total_reward_ma:6735.14 loss:0.009276 fps:1023 +frame:5.76e+06 wall_t:5630 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.7924 +2026-01-07 12:47:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7096.35 total_reward_ma:6747.43 loss:0.00364 fps:1023 +frame:5.77e+06 wall_t:5640 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.7611 +2026-01-07 12:47:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6767.35 total_reward_ma:6756.67 loss:0.008714 fps:1023 +frame:5.78e+06 wall_t:5649 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7846 +2026-01-07 12:47:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6799.90 total_reward_ma:6766.51 loss:0.01924 fps:1023 +frame:5.79e+06 wall_t:5658 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.7892 +2026-01-07 12:47:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6799.90 total_reward_ma:6776.35 loss:0.001594 fps:1023 +frame:5.80e+06 wall_t:5667 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.7965 +2026-01-07 12:47:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6799.90 total_reward_ma:6785.92 loss:0.00349 fps:1024 +frame:5.81e+06 wall_t:5674 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.7538 +2026-01-07 12:48:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6775.30 total_reward_ma:6795.05 loss:0.01243 fps:1024 +frame:5.82e+06 wall_t:5683 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.7753 +2026-01-07 12:48:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6680.25 total_reward_ma:6803.23 loss:0.003523 fps:1024 +frame:5.83e+06 wall_t:5693 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.8028 +2026-01-07 12:48:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6687.35 total_reward_ma:6811.34 loss:0.01913 fps:1024 +frame:5.84e+06 wall_t:5701 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.7806 +2026-01-07 12:48:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6710.80 total_reward_ma:6819.70 loss:-0.001949 fps:1025 +frame:5.85e+06 wall_t:5710 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.7644 +2026-01-07 12:48:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6733.90 total_reward_ma:6828.29 loss:-0.002704 fps:1025 +frame:5.86e+06 wall_t:5719 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.7948 +2026-01-07 12:48:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6837.60 total_reward_ma:6837.62 loss:-0.005806 fps:1025 +frame:5.87e+06 wall_t:5728 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.7372 +2026-01-07 12:49:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6872.60 total_reward_ma:6847.62 loss:0.005467 fps:1025 +frame:5.88e+06 wall_t:5737 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.6963 +2026-01-07 12:49:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6862.95 total_reward_ma:6856.96 loss:0.007023 fps:1025 +frame:5.89e+06 wall_t:5745 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.7507 +2026-01-07 12:49:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6862.95 total_reward_ma:6862.77 loss:0.01311 fps:1025 +frame:5.90e+06 wall_t:5754 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.667 +2026-01-07 12:49:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6820.50 total_reward_ma:6867.87 loss:0.03339 fps:1026 +frame:5.91e+06 wall_t:5763 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7348 +2026-01-07 12:49:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6876.60 total_reward_ma:6873.18 loss:0.01326 fps:1026 +frame:5.92e+06 wall_t:5771 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7563 +2026-01-07 12:49:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6839.75 total_reward_ma:6878.12 loss:0.00857 fps:1026 +frame:5.93e+06 wall_t:5780 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.6268 +2026-01-07 12:49:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6913.85 total_reward_ma:6884.40 loss:0.01119 fps:1026 +frame:5.94e+06 wall_t:5789 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.7654 +2026-01-07 12:50:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6913.85 total_reward_ma:6891.51 loss:0.003887 fps:1026 +frame:5.95e+06 wall_t:5798 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.754 +2026-01-07 12:50:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6963.20 total_reward_ma:6899.11 loss:0.01928 fps:1026 +frame:5.96e+06 wall_t:5808 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.7596 +2026-01-07 12:50:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6958.60 total_reward_ma:6906.87 loss:0.007179 fps:1026 +frame:5.97e+06 wall_t:5817 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.7458 +2026-01-07 12:50:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7017.85 total_reward_ma:6914.05 loss:0.00325 fps:1027 +frame:5.98e+06 wall_t:5825 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.7531 +2026-01-07 12:50:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:6996.00 total_reward_ma:6921.31 loss:0.006169 fps:1027 +frame:5.99e+06 wall_t:5835 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7185 +2026-01-07 12:50:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7038.30 total_reward_ma:6928.77 loss:0.01319 fps:1027 +frame:6.00e+06 wall_t:5844 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.723 +2026-01-07 12:50:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7124.15 total_reward_ma:6936.37 loss:0.002225 fps:1027 +frame:6.01e+06 wall_t:5854 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.745 +2026-01-07 12:51:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7231.55 total_reward_ma:6943.60 loss:0.0108 fps:1027 +frame:6.02e+06 wall_t:5863 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.8035 +2026-01-07 12:51:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7254.40 total_reward_ma:6950.76 loss:0.008966 fps:1027 +frame:6.03e+06 wall_t:5873 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.7304 +2026-01-07 12:51:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7346.15 total_reward_ma:6958.56 loss:0.00053 fps:1027 +frame:6.04e+06 wall_t:5882 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.7128 +2026-01-07 12:51:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7332.95 total_reward_ma:6966.22 loss:-0.002399 fps:1027 +frame:6.05e+06 wall_t:5891 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7753 +2026-01-07 12:51:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7434.35 total_reward_ma:6975.38 loss:0.00603 fps:1027 +frame:6.06e+06 wall_t:5900 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7946 +2026-01-07 12:51:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7495.25 total_reward_ma:6983.68 loss:-0.006472 fps:1027 +frame:6.07e+06 wall_t:5909 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.7817 +2026-01-07 12:52:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7477.35 total_reward_ma:6991.41 loss:-0.000123 fps:1027 +frame:6.08e+06 wall_t:5918 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.7469 +2026-01-07 12:52:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7477.35 total_reward_ma:6999.58 loss:-0.008479 fps:1028 +frame:6.09e+06 wall_t:5927 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.8002 +2026-01-07 12:52:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7465.20 total_reward_ma:7007.15 loss:0.00589 fps:1027 +frame:6.10e+06 wall_t:5937 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7575 +2026-01-07 12:52:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7502.00 total_reward_ma:7014.05 loss:0.00223 fps:1027 +frame:6.11e+06 wall_t:5947 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.7727 +2026-01-07 12:52:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7541.25 total_reward_ma:7021.38 loss:0.01173 fps:1028 +frame:6.12e+06 wall_t:5956 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7197 +2026-01-07 12:52:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7565.35 total_reward_ma:7028.87 loss:0.0009463 fps:1028 +frame:6.13e+06 wall_t:5965 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.754 +2026-01-07 12:52:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7612.80 total_reward_ma:7039.03 loss:0.0196 fps:1028 +frame:6.14e+06 wall_t:5974 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7069 +2026-01-07 12:53:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7668.20 total_reward_ma:7049.63 loss:-0.0133 fps:1028 +frame:6.15e+06 wall_t:5983 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.6889 +2026-01-07 12:53:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7627.20 total_reward_ma:7061.36 loss:0.005324 fps:1028 +frame:6.16e+06 wall_t:5993 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.73 +2026-01-07 12:53:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7564.05 total_reward_ma:7072.09 loss:0.01703 fps:1028 +frame:6.17e+06 wall_t:6002 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.7973 +2026-01-07 12:53:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7554.25 total_reward_ma:7082.46 loss:-0.00307 fps:1028 +frame:6.18e+06 wall_t:6011 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.7626 +2026-01-07 12:53:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7638.60 total_reward_ma:7094.12 loss:0.008273 fps:1028 +frame:6.19e+06 wall_t:6021 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.761 +2026-01-07 12:53:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7703.75 total_reward_ma:7105.72 loss:0.00723 fps:1028 +frame:6.20e+06 wall_t:6030 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.8207 +2026-01-07 12:54:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7650.85 total_reward_ma:7115.15 loss:0.005565 fps:1028 +frame:6.21e+06 wall_t:6039 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.7976 +2026-01-07 12:54:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7769.10 total_reward_ma:7124.79 loss:0.006468 fps:1028 +frame:6.22e+06 wall_t:6049 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.7716 +2026-01-07 12:54:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7755.65 total_reward_ma:7133.92 loss:0.004436 fps:1029 +frame:6.23e+06 wall_t:6057 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.8436 +2026-01-07 12:54:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7798.20 total_reward_ma:7142.41 loss:0.004214 fps:1029 +frame:6.24e+06 wall_t:6066 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.7634 +2026-01-07 12:54:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7871.45 total_reward_ma:7151.41 loss:0.002748 fps:1029 +frame:6.25e+06 wall_t:6076 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.7505 +2026-01-07 12:54:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7880.85 total_reward_ma:7160.50 loss:0.001116 fps:1029 +frame:6.26e+06 wall_t:6085 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7553 +2026-01-07 12:54:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7988.80 total_reward_ma:7170.30 loss:0.01405 fps:1029 +frame:6.27e+06 wall_t:6095 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.7458 +2026-01-07 12:55:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8072.80 total_reward_ma:7180.68 loss:-0.006336 fps:1029 +frame:6.28e+06 wall_t:6104 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.7396 +2026-01-07 12:55:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8123.05 total_reward_ma:7191.41 loss:0.005139 fps:1029 +frame:6.29e+06 wall_t:6113 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.7684 +2026-01-07 12:55:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8044.35 total_reward_ma:7202.63 loss:-0.003281 fps:1029 +frame:6.30e+06 wall_t:6123 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.7978 +2026-01-07 12:55:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8037.90 total_reward_ma:7213.37 loss:-0.00101 fps:1029 +frame:6.31e+06 wall_t:6132 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7563 +2026-01-07 12:55:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8173.65 total_reward_ma:7225.52 loss:0.009988 fps:1029 +frame:6.32e+06 wall_t:6140 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.7683 +2026-01-07 12:55:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8201.20 total_reward_ma:7236.54 loss:0.01515 fps:1029 +frame:6.33e+06 wall_t:6149 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.7322 +2026-01-07 12:56:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7929.55 total_reward_ma:7244.91 loss:0.001497 fps:1030 +frame:6.34e+06 wall_t:6158 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.8258 +2026-01-07 12:56:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7929.55 total_reward_ma:7252.62 loss:0.001187 fps:1030 +frame:6.35e+06 wall_t:6167 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.8009 +2026-01-07 12:56:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7930.25 total_reward_ma:7260.72 loss:0.02235 fps:1030 +frame:6.36e+06 wall_t:6176 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.7638 +2026-01-07 12:56:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7850.90 total_reward_ma:7268.03 loss:-0.0001989 fps:1030 +frame:6.37e+06 wall_t:6185 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.6688 +2026-01-07 12:56:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7900.55 total_reward_ma:7275.45 loss:0.009288 fps:1030 +frame:6.38e+06 wall_t:6195 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.7262 +2026-01-07 12:56:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7851.90 total_reward_ma:7282.38 loss:0.001557 fps:1030 +frame:6.39e+06 wall_t:6204 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.8527 +2026-01-07 12:56:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7903.50 total_reward_ma:7288.76 loss:0.0112 fps:1030 +frame:6.40e+06 wall_t:6213 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.8235 +2026-01-07 12:57:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7942.05 total_reward_ma:7294.60 loss:0.01073 fps:1030 +frame:6.41e+06 wall_t:6222 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.7691 +2026-01-07 12:57:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7911.95 total_reward_ma:7302.09 loss:0.005076 fps:1030 +frame:6.42e+06 wall_t:6231 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.7863 +2026-01-07 12:57:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7919.65 total_reward_ma:7309.54 loss:0.001354 fps:1030 +frame:6.43e+06 wall_t:6241 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.7426 +2026-01-07 12:57:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7870.45 total_reward_ma:7315.82 loss:-0.00177 fps:1030 +frame:6.44e+06 wall_t:6250 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.7436 +2026-01-07 12:57:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7839.25 total_reward_ma:7321.72 loss:0.01591 fps:1031 +frame:6.45e+06 wall_t:6259 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.6922 +2026-01-07 12:57:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7701.30 total_reward_ma:7325.91 loss:0.01047 fps:1030 +frame:6.46e+06 wall_t:6269 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.7876 +2026-01-07 12:58:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7603.00 total_reward_ma:7331.01 loss:0.003916 fps:1030 +frame:6.47e+06 wall_t:6279 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.8133 +2026-01-07 12:58:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7623.10 total_reward_ma:7337.10 loss:0.001888 fps:1031 +frame:6.48e+06 wall_t:6288 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.7344 +2026-01-07 12:58:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7586.35 total_reward_ma:7342.98 loss:0.01038 fps:1031 +frame:6.49e+06 wall_t:6297 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.7431 +2026-01-07 12:58:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7773.35 total_reward_ma:7351.15 loss:0.003736 fps:1031 +frame:6.50e+06 wall_t:6307 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7079 +2026-01-07 12:58:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7790.45 total_reward_ma:7359.90 loss:0.01059 fps:1031 +frame:6.51e+06 wall_t:6316 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.7272 +2026-01-07 12:58:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7801.90 total_reward_ma:7368.36 loss:0.01363 fps:1031 +frame:6.52e+06 wall_t:6326 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.7626 +2026-01-07 12:58:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7836.70 total_reward_ma:7376.73 loss:-0.008309 fps:1031 +frame:6.53e+06 wall_t:6335 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.8035 +2026-01-07 12:59:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7821.20 total_reward_ma:7384.53 loss:0.005868 fps:1031 +frame:6.54e+06 wall_t:6344 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.7113 +2026-01-07 12:59:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7662.30 total_reward_ma:7389.39 loss:0.01274 fps:1031 +frame:6.55e+06 wall_t:6354 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.7318 +2026-01-07 12:59:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7549.60 total_reward_ma:7392.20 loss:0.007403 fps:1031 +frame:6.56e+06 wall_t:6363 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.8008 +2026-01-07 12:59:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7552.25 total_reward_ma:7394.70 loss:0.02325 fps:1031 +frame:6.57e+06 wall_t:6373 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.695 +2026-01-07 12:59:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7626.30 total_reward_ma:7398.02 loss:0.01273 fps:1031 +frame:6.58e+06 wall_t:6381 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.7711 +2026-01-07 12:59:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7690.65 total_reward_ma:7402.13 loss:0.009691 fps:1031 +frame:6.59e+06 wall_t:6391 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.8288 +2026-01-07 13:00:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7591.85 total_reward_ma:7404.84 loss:0.001971 fps:1031 +frame:6.60e+06 wall_t:6400 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.7727 +2026-01-07 13:00:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7593.25 total_reward_ma:7409.13 loss:0.003688 fps:1031 +frame:6.61e+06 wall_t:6409 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7549 +2026-01-07 13:00:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7593.25 total_reward_ma:7414.09 loss:0.0003441 fps:1031 +frame:6.62e+06 wall_t:6419 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7118 +2026-01-07 13:00:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7793.25 total_reward_ma:7421.05 loss:0.01735 fps:1031 +frame:6.63e+06 wall_t:6428 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.7381 +2026-01-07 13:00:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7912.80 total_reward_ma:7429.12 loss:0.01533 fps:1032 +frame:6.64e+06 wall_t:6437 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.8014 +2026-01-07 13:00:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8086.60 total_reward_ma:7438.89 loss:-0.002171 fps:1032 +frame:6.65e+06 wall_t:6446 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.7421 +2026-01-07 13:00:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8024.95 total_reward_ma:7448.81 loss:0.009738 fps:1032 +frame:6.66e+06 wall_t:6454 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.7558 +2026-01-07 13:01:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8040.05 total_reward_ma:7459.39 loss:0.003945 fps:1032 +frame:6.67e+06 wall_t:6464 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7729 +2026-01-07 13:01:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7943.75 total_reward_ma:7468.60 loss:0.00482 fps:1032 +frame:6.68e+06 wall_t:6473 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.7215 +2026-01-07 13:01:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7912.10 total_reward_ma:7477.32 loss:0.01164 fps:1032 +frame:6.69e+06 wall_t:6482 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.6864 +2026-01-07 13:01:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7940.95 total_reward_ma:7486.17 loss:0.001234 fps:1032 +frame:6.70e+06 wall_t:6492 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7317 +2026-01-07 13:01:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7962.55 total_reward_ma:7495.80 loss:0.01156 fps:1032 +frame:6.71e+06 wall_t:6501 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.7974 +2026-01-07 13:01:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8053.05 total_reward_ma:7506.60 loss:-0.0005557 fps:1032 +frame:6.72e+06 wall_t:6510 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.6886 +2026-01-07 13:02:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7897.90 total_reward_ma:7515.18 loss:0.01069 fps:1032 +frame:6.73e+06 wall_t:6520 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.7692 +2026-01-07 13:02:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7871.55 total_reward_ma:7523.58 loss:-0.006497 fps:1032 +frame:6.74e+06 wall_t:6529 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.7407 +2026-01-07 13:02:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7872.25 total_reward_ma:7532.04 loss:-0.002252 fps:1032 +frame:6.75e+06 wall_t:6538 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7559 +2026-01-07 13:02:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7872.25 total_reward_ma:7539.70 loss:0.005478 fps:1033 +frame:6.76e+06 wall_t:6547 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.7345 +2026-01-07 13:02:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7872.25 total_reward_ma:7547.46 loss:-0.002781 fps:1032 +frame:6.77e+06 wall_t:6557 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7628 +2026-01-07 13:02:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:7934.55 total_reward_ma:7559.13 loss:0.02271 fps:1033 +frame:6.78e+06 wall_t:6566 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.7298 +2026-01-07 13:02:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8139.80 total_reward_ma:7572.53 loss:0.0252 fps:1033 +frame:6.79e+06 wall_t:6575 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.7448 +2026-01-07 13:03:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8083.70 total_reward_ma:7585.37 loss:0.008398 fps:1033 +frame:6.80e+06 wall_t:6584 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.7849 +2026-01-07 13:03:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8237.60 total_reward_ma:7599.74 loss:0.008888 fps:1033 +frame:6.81e+06 wall_t:6594 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.7328 +2026-01-07 13:03:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8280.75 total_reward_ma:7614.80 loss:6.702e-05 fps:1033 +frame:6.82e+06 wall_t:6603 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7812 +2026-01-07 13:03:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8250.45 total_reward_ma:7630.50 loss:-0.01094 fps:1033 +frame:6.83e+06 wall_t:6611 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.7169 +2026-01-07 13:03:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8250.45 total_reward_ma:7646.13 loss:-0.003089 fps:1033 +frame:6.84e+06 wall_t:6621 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.6571 +2026-01-07 13:03:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8250.45 total_reward_ma:7661.53 loss:0.01068 fps:1033 +frame:6.85e+06 wall_t:6630 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.6899 +2026-01-07 13:04:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8236.25 total_reward_ma:7676.55 loss:0.003267 fps:1033 +frame:6.86e+06 wall_t:6640 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.8267 +2026-01-07 13:04:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8206.30 total_reward_ma:7690.24 loss:0.009374 fps:1033 +frame:6.87e+06 wall_t:6649 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.6849 +2026-01-07 13:04:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8283.25 total_reward_ma:7704.35 loss:-0.007444 fps:1033 +frame:6.88e+06 wall_t:6659 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.7041 +2026-01-07 13:04:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8419.80 total_reward_ma:7719.91 loss:-0.001043 fps:1033 +frame:6.89e+06 wall_t:6668 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.7225 +2026-01-07 13:04:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8435.05 total_reward_ma:7735.64 loss:-0.00341 fps:1033 +frame:6.90e+06 wall_t:6678 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.7527 +2026-01-07 13:04:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8422.95 total_reward_ma:7751.66 loss:0.01278 fps:1033 +frame:6.91e+06 wall_t:6687 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7184 +2026-01-07 13:04:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8578.25 total_reward_ma:7768.68 loss:0.005976 fps:1034 +frame:6.92e+06 wall_t:6695 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.714 +2026-01-07 13:05:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8598.70 total_reward_ma:7786.27 loss:0.006181 fps:1034 +frame:6.93e+06 wall_t:6704 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.7185 +2026-01-07 13:05:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8598.70 total_reward_ma:7803.11 loss:0.0114 fps:1034 +frame:6.94e+06 wall_t:6714 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.7003 +2026-01-07 13:05:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8363.20 total_reward_ma:7817.61 loss:0.01681 fps:1034 +frame:6.95e+06 wall_t:6723 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.7473 +2026-01-07 13:05:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8355.25 total_reward_ma:7831.53 loss:0.002861 fps:1034 +frame:6.96e+06 wall_t:6732 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.7346 +2026-01-07 13:05:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8350.35 total_reward_ma:7845.45 loss:0.01897 fps:1034 +frame:6.97e+06 wall_t:6741 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.628 +2026-01-07 13:05:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8429.15 total_reward_ma:7859.56 loss:-0.0008421 fps:1034 +frame:6.98e+06 wall_t:6750 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.7166 +2026-01-07 13:06:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8437.75 total_reward_ma:7873.98 loss:0.0005217 fps:1034 +frame:6.99e+06 wall_t:6760 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.6876 +2026-01-07 13:06:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8679.60 total_reward_ma:7890.39 loss:0.01246 fps:1034 +frame:7.00e+06 wall_t:6768 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.6785 +2026-01-07 13:06:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8580.05 total_reward_ma:7904.95 loss:-0.002661 fps:1034 +frame:7.01e+06 wall_t:6777 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.7639 +2026-01-07 13:06:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8580.05 total_reward_ma:7918.43 loss:0.0005262 fps:1034 +frame:7.02e+06 wall_t:6786 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.7366 +2026-01-07 13:06:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8639.90 total_reward_ma:7932.29 loss:0.001162 fps:1035 +frame:7.03e+06 wall_t:6795 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.7178 +2026-01-07 13:06:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8677.50 total_reward_ma:7945.60 loss:0.01137 fps:1035 +frame:7.04e+06 wall_t:6805 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.7088 +2026-01-07 13:06:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8698.20 total_reward_ma:7959.25 loss:0.02184 fps:1034 +frame:7.05e+06 wall_t:6815 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.7253 +2026-01-07 13:07:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9015.45 total_reward_ma:7975.06 loss:-0.002959 fps:1035 +frame:7.06e+06 wall_t:6824 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.7652 +2026-01-07 13:07:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8902.85 total_reward_ma:7989.14 loss:0.007691 fps:1035 +frame:7.07e+06 wall_t:6834 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.821 +2026-01-07 13:07:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8636.40 total_reward_ma:8000.73 loss:0.004893 fps:1035 +frame:7.08e+06 wall_t:6843 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.7241 +2026-01-07 13:07:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8585.45 total_reward_ma:8011.81 loss:0.01676 fps:1035 +frame:7.09e+06 wall_t:6851 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.6894 +2026-01-07 13:07:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8622.35 total_reward_ma:8023.38 loss:0.02873 fps:1035 +frame:7.10e+06 wall_t:6861 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.7155 +2026-01-07 13:07:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8469.75 total_reward_ma:8033.06 loss:0.01596 fps:1035 +frame:7.11e+06 wall_t:6870 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.7325 +2026-01-07 13:08:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8777.95 total_reward_ma:8045.43 loss:0.01034 fps:1035 +frame:7.12e+06 wall_t:6880 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.7453 +2026-01-07 13:08:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8744.75 total_reward_ma:8057.22 loss:0.002917 fps:1035 +frame:7.13e+06 wall_t:6889 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.7235 +2026-01-07 13:08:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8826.60 total_reward_ma:8069.36 loss:0.00636 fps:1035 +frame:7.14e+06 wall_t:6898 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.7071 +2026-01-07 13:08:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8809.65 total_reward_ma:8080.77 loss:0.01233 fps:1035 +frame:7.15e+06 wall_t:6907 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.7361 +2026-01-07 13:08:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8805.85 total_reward_ma:8092.56 loss:0.007519 fps:1035 +frame:7.16e+06 wall_t:6917 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.6458 +2026-01-07 13:08:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8810.05 total_reward_ma:8105.02 loss:0.0271 fps:1035 +frame:7.17e+06 wall_t:6925 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.664 +2026-01-07 13:08:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8912.75 total_reward_ma:8118.61 loss:0.00488 fps:1035 +frame:7.18e+06 wall_t:6935 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.6797 +2026-01-07 13:09:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8850.05 total_reward_ma:8130.72 loss:-0.002044 fps:1035 +frame:7.19e+06 wall_t:6944 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.6939 +2026-01-07 13:09:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8903.45 total_reward_ma:8142.72 loss:0.001838 fps:1035 +frame:7.20e+06 wall_t:6954 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.677 +2026-01-07 13:09:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8903.45 total_reward_ma:8155.24 loss:0.008933 fps:1035 +frame:7.21e+06 wall_t:6963 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.6622 +2026-01-07 13:09:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8900.75 total_reward_ma:8166.56 loss:0.01128 fps:1036 +frame:7.22e+06 wall_t:6972 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.6536 +2026-01-07 13:09:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8908.80 total_reward_ma:8178.09 loss:0.02272 fps:1036 +frame:7.23e+06 wall_t:6982 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.6798 +2026-01-07 13:09:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8934.45 total_reward_ma:8189.45 loss:0.007069 fps:1036 +frame:7.24e+06 wall_t:6991 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.7252 +2026-01-07 13:10:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9034.30 total_reward_ma:8201.08 loss:0.007818 fps:1036 +frame:7.25e+06 wall_t:7000 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.7023 +2026-01-07 13:10:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8880.50 total_reward_ma:8211.08 loss:-0.004505 fps:1036 +frame:7.26e+06 wall_t:7008 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.7119 +2026-01-07 13:10:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8907.75 total_reward_ma:8220.27 loss:0.00784 fps:1036 +frame:7.27e+06 wall_t:7017 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.6887 +2026-01-07 13:10:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8970.25 total_reward_ma:8229.24 loss:0.007925 fps:1036 +frame:7.28e+06 wall_t:7026 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.7317 +2026-01-07 13:10:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8944.80 total_reward_ma:8237.46 loss:0.0226 fps:1036 +frame:7.29e+06 wall_t:7035 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.669 +2026-01-07 13:10:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8944.80 total_reward_ma:8246.47 loss:0.01037 fps:1036 +frame:7.30e+06 wall_t:7045 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.7176 +2026-01-07 13:10:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8990.95 total_reward_ma:8256.00 loss:0.008462 fps:1036 +frame:7.31e+06 wall_t:7054 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.6436 +2026-01-07 13:11:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9011.75 total_reward_ma:8264.38 loss:0.009437 fps:1036 +frame:7.32e+06 wall_t:7063 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.6654 +2026-01-07 13:11:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9010.80 total_reward_ma:8272.47 loss:0.009699 fps:1036 +frame:7.33e+06 wall_t:7072 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.6703 +2026-01-07 13:11:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8986.90 total_reward_ma:8283.05 loss:0.01068 fps:1037 +frame:7.34e+06 wall_t:7081 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.6966 +2026-01-07 13:11:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8945.40 total_reward_ma:8293.20 loss:0.01391 fps:1037 +frame:7.35e+06 wall_t:7090 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.7331 +2026-01-07 13:11:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8993.20 total_reward_ma:8303.83 loss:0.006818 fps:1037 +frame:7.36e+06 wall_t:7099 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.7101 +2026-01-07 13:11:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:8984.00 total_reward_ma:8315.16 loss:0.008987 fps:1037 +frame:7.37e+06 wall_t:7109 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.7503 +2026-01-07 13:12:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9223.50 total_reward_ma:8328.39 loss:0.01777 fps:1037 +frame:7.38e+06 wall_t:7118 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.7219 +2026-01-07 13:12:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9633.40 total_reward_ma:8346.21 loss:0.008256 fps:1037 +frame:7.39e+06 wall_t:7127 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.7764 +2026-01-07 13:12:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9689.75 total_reward_ma:8364.07 loss:-0.0005898 fps:1037 +frame:7.40e+06 wall_t:7136 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.6992 +2026-01-07 13:12:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9724.95 total_reward_ma:8381.90 loss:0.006783 fps:1037 +frame:7.41e+06 wall_t:7146 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.8049 +2026-01-07 13:12:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9801.25 total_reward_ma:8400.79 loss:0.01096 fps:1037 +frame:7.42e+06 wall_t:7155 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.6541 +2026-01-07 13:12:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9783.25 total_reward_ma:8419.43 loss:0.004211 fps:1037 +frame:7.43e+06 wall_t:7163 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.7109 +2026-01-07 13:12:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9779.30 total_reward_ma:8438.52 loss:0.02057 fps:1037 +frame:7.44e+06 wall_t:7173 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.7045 +2026-01-07 13:13:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9838.40 total_reward_ma:8458.51 loss:0.0149 fps:1037 +frame:7.45e+06 wall_t:7182 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.6864 +2026-01-07 13:13:15 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9838.40 total_reward_ma:8479.88 loss:0.0118 fps:1037 +frame:7.46e+06 wall_t:7192 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.6224 +2026-01-07 13:13:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9843.60 total_reward_ma:8502.29 loss:0.00846 fps:1037 +frame:7.47e+06 wall_t:7201 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.6905 +2026-01-07 13:13:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9680.60 total_reward_ma:8522.86 loss:0.01957 fps:1037 +frame:7.48e+06 wall_t:7211 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.703 +2026-01-07 13:13:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9750.75 total_reward_ma:8544.51 loss:0.005285 fps:1037 +frame:7.49e+06 wall_t:7220 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.6589 +2026-01-07 13:13:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10063.85 total_reward_ma:8567.41 loss:0.0097 fps:1037 +frame:7.50e+06 wall_t:7230 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6687 +2026-01-07 13:14:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10063.85 total_reward_ma:8590.15 loss:0.01073 fps:1038 +frame:7.51e+06 wall_t:7238 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.656 +2026-01-07 13:14:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10051.50 total_reward_ma:8612.64 loss:0.01885 fps:1038 +frame:7.52e+06 wall_t:7248 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.6462 +2026-01-07 13:14:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:9902.10 total_reward_ma:8633.30 loss:0.002472 fps:1038 +frame:7.53e+06 wall_t:7257 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.6362 +2026-01-07 13:14:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10095.60 total_reward_ma:8656.04 loss:0.02293 fps:1038 +frame:7.54e+06 wall_t:7266 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.5916 +2026-01-07 13:14:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10026.80 total_reward_ma:8679.68 loss:0.01597 fps:1038 +frame:7.55e+06 wall_t:7276 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.632 +2026-01-07 13:14:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10145.95 total_reward_ma:8705.65 loss:0.02639 fps:1038 +frame:7.56e+06 wall_t:7286 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.659 +2026-01-07 13:14:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10418.15 total_reward_ma:8734.31 loss:-0.001553 fps:1038 +frame:7.57e+06 wall_t:7295 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.5939 +2026-01-07 13:15:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10400.10 total_reward_ma:8762.04 loss:0.003166 fps:1038 +frame:7.58e+06 wall_t:7304 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.6374 +2026-01-07 13:15:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10400.10 total_reward_ma:8789.14 loss:0.009954 fps:1038 +frame:7.59e+06 wall_t:7314 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.5703 +2026-01-07 13:15:25 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10352.90 total_reward_ma:8816.75 loss:0.03881 fps:1038 +frame:7.60e+06 wall_t:7322 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.6362 +2026-01-07 13:15:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10275.85 total_reward_ma:8843.58 loss:0.00609 fps:1038 +frame:7.61e+06 wall_t:7331 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.6475 +2026-01-07 13:15:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10272.05 total_reward_ma:8870.36 loss:0.002601 fps:1038 +frame:7.62e+06 wall_t:7341 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.633 +2026-01-07 13:15:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10215.05 total_reward_ma:8894.58 loss:0.01986 fps:1038 +frame:7.63e+06 wall_t:7350 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.6603 +2026-01-07 13:16:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10215.05 total_reward_ma:8917.61 loss:0.002084 fps:1038 +frame:7.64e+06 wall_t:7359 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.6159 +2026-01-07 13:16:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10219.35 total_reward_ma:8938.93 loss:0.0318 fps:1038 +frame:7.65e+06 wall_t:7368 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.622 +2026-01-07 13:16:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10323.70 total_reward_ma:8961.92 loss:0.006013 fps:1038 +frame:7.66e+06 wall_t:7378 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.6695 +2026-01-07 13:16:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10522.90 total_reward_ma:8986.75 loss:0.002975 fps:1038 +frame:7.67e+06 wall_t:7387 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.6727 +2026-01-07 13:16:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10522.90 total_reward_ma:9012.54 loss:0.02254 fps:1038 +frame:7.68e+06 wall_t:7396 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.6453 +2026-01-07 13:16:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10685.70 total_reward_ma:9040.27 loss:-0.00112 fps:1038 +frame:7.69e+06 wall_t:7405 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.6239 +2026-01-07 13:16:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10699.30 total_reward_ma:9067.86 loss:0.00543 fps:1039 +frame:7.70e+06 wall_t:7414 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.6447 +2026-01-07 13:17:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:10827.70 total_reward_ma:9096.51 loss:0.01409 fps:1039 +frame:7.71e+06 wall_t:7424 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.6752 +2026-01-07 13:17:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11075.90 total_reward_ma:9126.74 loss:0.01921 fps:1039 +frame:7.72e+06 wall_t:7433 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.6478 +2026-01-07 13:17:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11120.40 total_reward_ma:9158.96 loss:0.00722 fps:1039 +frame:7.73e+06 wall_t:7443 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.6653 +2026-01-07 13:17:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11117.35 total_reward_ma:9191.42 loss:0.007032 fps:1039 +frame:7.74e+06 wall_t:7452 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.7154 +2026-01-07 13:17:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11199.50 total_reward_ma:9224.69 loss:0.001001 fps:1039 +frame:7.75e+06 wall_t:7462 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.5935 +2026-01-07 13:17:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11314.65 total_reward_ma:9259.12 loss:0.02006 fps:1039 +frame:7.76e+06 wall_t:7471 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.6577 +2026-01-07 13:18:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11330.15 total_reward_ma:9293.70 loss:0.00369 fps:1039 +frame:7.77e+06 wall_t:7479 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.691 +2026-01-07 13:18:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11310.10 total_reward_ma:9327.45 loss:0.01086 fps:1039 +frame:7.78e+06 wall_t:7489 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.6169 +2026-01-07 13:18:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11302.50 total_reward_ma:9359.08 loss:0.006818 fps:1039 +frame:7.79e+06 wall_t:7498 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.6053 +2026-01-07 13:18:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11296.05 total_reward_ma:9391.20 loss:0.02431 fps:1039 +frame:7.80e+06 wall_t:7508 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.637 +2026-01-07 13:18:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11339.50 total_reward_ma:9422.22 loss:0.01951 fps:1039 +frame:7.81e+06 wall_t:7517 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.6207 +2026-01-07 13:18:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11444.40 total_reward_ma:9453.86 loss:0.01846 fps:1039 +frame:7.82e+06 wall_t:7527 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.6029 +2026-01-07 13:18:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11479.70 total_reward_ma:9486.15 loss:0.01704 fps:1039 +frame:7.83e+06 wall_t:7536 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.6166 +2026-01-07 13:19:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11698.05 total_reward_ma:9520.63 loss:0.003303 fps:1039 +frame:7.84e+06 wall_t:7545 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.6551 +2026-01-07 13:19:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11789.85 total_reward_ma:9556.02 loss:-0.003031 fps:1039 +frame:7.85e+06 wall_t:7555 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.6419 +2026-01-07 13:19:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12019.30 total_reward_ma:9593.85 loss:0.004894 fps:1039 +frame:7.86e+06 wall_t:7563 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.6573 +2026-01-07 13:19:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11882.95 total_reward_ma:9630.62 loss:0.009499 fps:1039 +frame:7.87e+06 wall_t:7573 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.633 +2026-01-07 13:19:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11965.10 total_reward_ma:9667.44 loss:0.03132 fps:1039 +frame:7.88e+06 wall_t:7582 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.6251 +2026-01-07 13:19:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12127.25 total_reward_ma:9704.51 loss:0.02702 fps:1039 +frame:7.89e+06 wall_t:7592 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.604 +2026-01-07 13:20:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12037.30 total_reward_ma:9740.53 loss:0.01005 fps:1039 +frame:7.90e+06 wall_t:7601 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.5828 +2026-01-07 13:20:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11729.25 total_reward_ma:9773.60 loss:0.02502 fps:1039 +frame:7.91e+06 wall_t:7611 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.6113 +2026-01-07 13:20:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11576.60 total_reward_ma:9803.58 loss:0.04204 fps:1039 +frame:7.92e+06 wall_t:7620 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.5933 +2026-01-07 13:20:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11630.20 total_reward_ma:9833.90 loss:0.02628 fps:1039 +frame:7.93e+06 wall_t:7630 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.5923 +2026-01-07 13:20:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11602.30 total_reward_ma:9863.93 loss:0.001369 fps:1040 +frame:7.94e+06 wall_t:7638 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.6362 +2026-01-07 13:20:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11532.70 total_reward_ma:9895.63 loss:0.00641 fps:1040 +frame:7.95e+06 wall_t:7647 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.6343 +2026-01-07 13:21:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11609.60 total_reward_ma:9928.17 loss:0.01845 fps:1040 +frame:7.96e+06 wall_t:7657 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.6158 +2026-01-07 13:21:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11617.50 total_reward_ma:9960.84 loss:0.02612 fps:1040 +frame:7.97e+06 wall_t:7666 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.5926 +2026-01-07 13:21:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11635.95 total_reward_ma:9992.91 loss:0.01254 fps:1040 +frame:7.98e+06 wall_t:7675 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.6228 +2026-01-07 13:21:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11690.05 total_reward_ma:10025.43 loss:0.01116 fps:1040 +frame:7.99e+06 wall_t:7685 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.5525 +2026-01-07 13:21:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11718.20 total_reward_ma:10055.82 loss:0.01515 fps:1040 +frame:8.00e+06 wall_t:7694 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.6133 +2026-01-07 13:21:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11736.15 total_reward_ma:10087.38 loss:0.02064 fps:1040 +frame:8.01e+06 wall_t:7703 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.519 +2026-01-07 13:21:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11736.15 total_reward_ma:10118.94 loss:0.01442 fps:1040 +frame:8.02e+06 wall_t:7713 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.6564 +2026-01-07 13:22:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12034.70 total_reward_ma:10152.89 loss:0.03796 fps:1040 +frame:8.03e+06 wall_t:7721 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.6292 +2026-01-07 13:22:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11885.90 total_reward_ma:10184.97 loss:0.006362 fps:1040 +frame:8.04e+06 wall_t:7730 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.6196 +2026-01-07 13:22:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11964.80 total_reward_ma:10217.64 loss:0.001194 fps:1040 +frame:8.05e+06 wall_t:7740 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.6389 +2026-01-07 13:22:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11964.80 total_reward_ma:10247.13 loss:0.03116 fps:1040 +frame:8.06e+06 wall_t:7749 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.6622 +2026-01-07 13:22:41 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12024.60 total_reward_ma:10278.35 loss:0.004696 fps:1040 +frame:8.07e+06 wall_t:7758 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.6481 +2026-01-07 13:22:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12024.60 total_reward_ma:10312.23 loss:0.006433 fps:1040 +frame:8.08e+06 wall_t:7767 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.58 +2026-01-07 13:23:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11840.55 total_reward_ma:10344.78 loss:0.0143 fps:1040 +frame:8.09e+06 wall_t:7777 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.6521 +2026-01-07 13:23:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11807.30 total_reward_ma:10376.63 loss:0.004078 fps:1040 +frame:8.10e+06 wall_t:7786 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.6679 +2026-01-07 13:23:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:11807.30 total_reward_ma:10410.01 loss:0.00552 fps:1041 +frame:8.11e+06 wall_t:7794 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.6618 +2026-01-07 13:23:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12143.80 total_reward_ma:10443.67 loss:0.03084 fps:1040 +frame:8.12e+06 wall_t:7804 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.5995 +2026-01-07 13:23:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12175.75 total_reward_ma:10477.98 loss:0.005058 fps:1041 +frame:8.13e+06 wall_t:7813 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.6469 +2026-01-07 13:23:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12217.50 total_reward_ma:10511.88 loss:0.01471 fps:1041 +frame:8.14e+06 wall_t:7822 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.6885 +2026-01-07 13:23:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12502.85 total_reward_ma:10548.82 loss:0.002408 fps:1041 +frame:8.15e+06 wall_t:7831 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.643 +2026-01-07 13:24:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12502.85 total_reward_ma:10585.79 loss:0.02108 fps:1041 +frame:8.16e+06 wall_t:7841 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6507 +2026-01-07 13:24:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12554.85 total_reward_ma:10623.24 loss:0.01766 fps:1041 +frame:8.17e+06 wall_t:7850 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.621 +2026-01-07 13:24:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12526.05 total_reward_ma:10659.37 loss:0.01512 fps:1041 +frame:8.18e+06 wall_t:7859 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.6732 +2026-01-07 13:24:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12552.10 total_reward_ma:10696.39 loss:0.01231 fps:1041 +frame:8.19e+06 wall_t:7868 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.6539 +2026-01-07 13:24:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12552.10 total_reward_ma:10732.88 loss:0.0034 fps:1041 +frame:8.20e+06 wall_t:7877 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.6832 +2026-01-07 13:24:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12508.95 total_reward_ma:10768.93 loss:0.01393 fps:1041 +frame:8.21e+06 wall_t:7886 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.6503 +2026-01-07 13:24:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12508.95 total_reward_ma:10805.01 loss:0.02648 fps:1041 +frame:8.22e+06 wall_t:7895 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.6505 +2026-01-07 13:25:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12729.60 total_reward_ma:10843.22 loss:0.01159 fps:1041 +frame:8.23e+06 wall_t:7905 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.5808 +2026-01-07 13:25:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12833.40 total_reward_ma:10882.21 loss:0.01006 fps:1041 +frame:8.24e+06 wall_t:7914 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.6874 +2026-01-07 13:25:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12717.90 total_reward_ma:10919.04 loss:-0.0008895 fps:1041 +frame:8.25e+06 wall_t:7923 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.6485 +2026-01-07 13:25:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12702.55 total_reward_ma:10957.26 loss:0.01062 fps:1041 +frame:8.26e+06 wall_t:7933 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.5852 +2026-01-07 13:25:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12715.20 total_reward_ma:10995.34 loss:-8.054e-05 fps:1041 +frame:8.27e+06 wall_t:7943 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.6501 +2026-01-07 13:25:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12714.50 total_reward_ma:11032.78 loss:0.01625 fps:1041 +frame:8.28e+06 wall_t:7952 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.6866 +2026-01-07 13:26:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12561.70 total_reward_ma:11068.95 loss:0.01328 fps:1041 +frame:8.29e+06 wall_t:7961 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6265 +2026-01-07 13:26:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12517.15 total_reward_ma:11104.68 loss:0.01805 fps:1041 +frame:8.30e+06 wall_t:7971 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.5792 +2026-01-07 13:26:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12457.35 total_reward_ma:11139.34 loss:0.01939 fps:1041 +frame:8.31e+06 wall_t:7980 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.5537 +2026-01-07 13:26:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12457.35 total_reward_ma:11173.80 loss:0.02779 fps:1041 +frame:8.32e+06 wall_t:7989 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5871 +2026-01-07 13:26:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12457.35 total_reward_ma:11208.26 loss:0.007517 fps:1041 +frame:8.33e+06 wall_t:7999 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.5763 +2026-01-07 13:26:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12457.35 total_reward_ma:11242.97 loss:0.03627 fps:1041 +frame:8.34e+06 wall_t:8008 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.5647 +2026-01-07 13:27:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12472.55 total_reward_ma:11278.24 loss:0.002077 fps:1042 +frame:8.35e+06 wall_t:8017 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.6076 +2026-01-07 13:27:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12850.60 total_reward_ma:11316.81 loss:0.0118 fps:1041 +frame:8.36e+06 wall_t:8027 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.54 +2026-01-07 13:27:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12959.55 total_reward_ma:11356.57 loss:0.02145 fps:1042 +frame:8.37e+06 wall_t:8035 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.59 +2026-01-07 13:27:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:12952.85 total_reward_ma:11393.86 loss:0.01458 fps:1042 +frame:8.38e+06 wall_t:8044 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.5766 +2026-01-07 13:27:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13036.15 total_reward_ma:11427.89 loss:0.01786 fps:1042 +frame:8.39e+06 wall_t:8054 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5768 +2026-01-07 13:27:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13036.15 total_reward_ma:11461.35 loss:0.013 fps:1042 +frame:8.40e+06 wall_t:8063 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.6097 +2026-01-07 13:27:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13015.60 total_reward_ma:11494.26 loss:0.01802 fps:1042 +frame:8.41e+06 wall_t:8073 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.6226 +2026-01-07 13:28:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13200.60 total_reward_ma:11528.25 loss:0.02132 fps:1042 +frame:8.42e+06 wall_t:8082 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.6394 +2026-01-07 13:28:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13360.30 total_reward_ma:11564.02 loss:0.02836 fps:1042 +frame:8.43e+06 wall_t:8091 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.6439 +2026-01-07 13:28:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13575.00 total_reward_ma:11601.98 loss:0.01605 fps:1042 +frame:8.44e+06 wall_t:8101 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.5668 +2026-01-07 13:28:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13772.15 total_reward_ma:11641.32 loss:0.00821 fps:1042 +frame:8.45e+06 wall_t:8109 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.6187 +2026-01-07 13:28:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13959.50 total_reward_ma:11682.53 loss:0.01732 fps:1042 +frame:8.46e+06 wall_t:8119 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5496 +2026-01-07 13:28:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13713.75 total_reward_ma:11721.23 loss:0.009539 fps:1042 +frame:8.47e+06 wall_t:8128 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5751 +2026-01-07 13:29:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13695.95 total_reward_ma:11761.38 loss:0.0134 fps:1042 +frame:8.48e+06 wall_t:8137 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.5778 +2026-01-07 13:29:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13617.30 total_reward_ma:11800.05 loss:0.01796 fps:1042 +frame:8.49e+06 wall_t:8147 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.6333 +2026-01-07 13:29:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13617.30 total_reward_ma:11835.58 loss:0.008411 fps:1042 +frame:8.50e+06 wall_t:8156 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.5494 +2026-01-07 13:29:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13729.85 total_reward_ma:11872.24 loss:0.02707 fps:1042 +frame:8.51e+06 wall_t:8165 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.5921 +2026-01-07 13:29:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13616.30 total_reward_ma:11907.89 loss:0.01127 fps:1042 +frame:8.52e+06 wall_t:8174 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.6065 +2026-01-07 13:29:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13582.35 total_reward_ma:11944.69 loss:0.01212 fps:1042 +frame:8.53e+06 wall_t:8184 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.5892 +2026-01-07 13:29:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13653.45 total_reward_ma:11980.27 loss:0.02203 fps:1042 +frame:8.54e+06 wall_t:8192 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.5866 +2026-01-07 13:30:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13717.10 total_reward_ma:12017.17 loss:0.006019 fps:1043 +frame:8.55e+06 wall_t:8201 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.5805 +2026-01-07 13:30:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14065.25 total_reward_ma:12056.37 loss:0.003876 fps:1043 +frame:8.56e+06 wall_t:8211 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.6055 +2026-01-07 13:30:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13889.05 total_reward_ma:12091.08 loss:0.006721 fps:1043 +frame:8.57e+06 wall_t:8220 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.6059 +2026-01-07 13:30:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13905.05 total_reward_ma:12126.13 loss:0.007882 fps:1043 +frame:8.58e+06 wall_t:8230 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.5652 +2026-01-07 13:30:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13905.05 total_reward_ma:12161.17 loss:0.03533 fps:1043 +frame:8.59e+06 wall_t:8239 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.5963 +2026-01-07 13:30:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13917.10 total_reward_ma:12196.82 loss:0.01267 fps:1043 +frame:8.60e+06 wall_t:8249 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5527 +2026-01-07 13:31:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13871.55 total_reward_ma:12232.77 loss:0.01944 fps:1043 +frame:8.61e+06 wall_t:8258 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.528 +2026-01-07 13:31:09 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13757.55 total_reward_ma:12267.63 loss:0.0181 fps:1043 +frame:8.62e+06 wall_t:8266 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5578 +2026-01-07 13:31:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13757.55 total_reward_ma:12303.05 loss:0.027 fps:1043 +frame:8.63e+06 wall_t:8275 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.5643 +2026-01-07 13:31:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13911.55 total_reward_ma:12340.02 loss:0.007787 fps:1043 +frame:8.64e+06 wall_t:8284 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5623 +2026-01-07 13:31:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13953.65 total_reward_ma:12377.36 loss:0.01117 fps:1043 +frame:8.65e+06 wall_t:8293 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.5828 +2026-01-07 13:31:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13953.65 total_reward_ma:12413.66 loss:0.006288 fps:1043 +frame:8.66e+06 wall_t:8302 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.5599 +2026-01-07 13:31:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13739.20 total_reward_ma:12445.83 loss:0.01802 fps:1043 +frame:8.67e+06 wall_t:8312 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.5784 +2026-01-07 13:32:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13936.60 total_reward_ma:12479.96 loss:0.019 fps:1043 +frame:8.68e+06 wall_t:8321 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.6182 +2026-01-07 13:32:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13907.50 total_reward_ma:12512.18 loss:0.0145 fps:1043 +frame:8.69e+06 wall_t:8331 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6012 +2026-01-07 13:32:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13939.80 total_reward_ma:12544.58 loss:0.02642 fps:1043 +frame:8.70e+06 wall_t:8340 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.5937 +2026-01-07 13:32:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13799.60 total_reward_ma:12574.30 loss:0.01308 fps:1043 +frame:8.71e+06 wall_t:8348 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.5947 +2026-01-07 13:32:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13731.30 total_reward_ma:12600.86 loss:-2.642e-05 fps:1043 +frame:8.72e+06 wall_t:8357 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.6061 +2026-01-07 13:32:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13731.30 total_reward_ma:12626.97 loss:0.01667 fps:1044 +frame:8.73e+06 wall_t:8366 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.5909 +2026-01-07 13:32:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13574.00 total_reward_ma:12651.53 loss:0.02827 fps:1044 +frame:8.74e+06 wall_t:8375 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.5166 +2026-01-07 13:33:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13574.00 total_reward_ma:12675.28 loss:0.01025 fps:1044 +frame:8.75e+06 wall_t:8385 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.564 +2026-01-07 13:33:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13752.60 total_reward_ma:12699.66 loss:0.01653 fps:1044 +frame:8.76e+06 wall_t:8394 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.586 +2026-01-07 13:33:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13677.15 total_reward_ma:12723.13 loss:0.0124 fps:1044 +frame:8.77e+06 wall_t:8403 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5843 +2026-01-07 13:33:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13673.80 total_reward_ma:12746.76 loss:0.01286 fps:1044 +frame:8.78e+06 wall_t:8412 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.5744 +2026-01-07 13:33:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13714.60 total_reward_ma:12770.89 loss:0.01927 fps:1044 +frame:8.79e+06 wall_t:8421 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.6021 +2026-01-07 13:33:53 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13714.60 total_reward_ma:12795.07 loss:0.01802 fps:1044 +frame:8.80e+06 wall_t:8430 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.5539 +2026-01-07 13:34:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14323.75 total_reward_ma:12824.91 loss:0.03199 fps:1044 +frame:8.81e+06 wall_t:8440 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.5923 +2026-01-07 13:34:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14323.75 total_reward_ma:12853.71 loss:0.005078 fps:1044 +frame:8.82e+06 wall_t:8449 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.6137 +2026-01-07 13:34:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14417.40 total_reward_ma:12883.08 loss:0.01154 fps:1044 +frame:8.83e+06 wall_t:8458 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.6136 +2026-01-07 13:34:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14507.10 total_reward_ma:12911.17 loss:0.03166 fps:1044 +frame:8.84e+06 wall_t:8467 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.5693 +2026-01-07 13:34:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14507.10 total_reward_ma:12938.35 loss:0.006499 fps:1044 +frame:8.85e+06 wall_t:8476 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.4979 +2026-01-07 13:34:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14321.40 total_reward_ma:12961.37 loss:0.02086 fps:1044 +frame:8.86e+06 wall_t:8485 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5414 +2026-01-07 13:34:56 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14074.60 total_reward_ma:12983.29 loss:0.01602 fps:1044 +frame:8.87e+06 wall_t:8493 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5908 +2026-01-07 13:35:04 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14089.25 total_reward_ma:13004.53 loss:0.02267 fps:1045 +frame:8.88e+06 wall_t:8501 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.6265 +2026-01-07 13:35:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14121.45 total_reward_ma:13024.47 loss:0.01028 fps:1045 +frame:8.89e+06 wall_t:8510 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.6543 +2026-01-07 13:35:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14215.15 total_reward_ma:13046.25 loss:0.001723 fps:1045 +frame:8.90e+06 wall_t:8519 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5525 +2026-01-07 13:35:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14215.15 total_reward_ma:13071.11 loss:0.0121 fps:1045 +frame:8.91e+06 wall_t:8529 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.6018 +2026-01-07 13:35:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14747.55 total_reward_ma:13102.82 loss:0.006371 fps:1045 +frame:8.92e+06 wall_t:8538 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.6392 +2026-01-07 13:35:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14795.70 total_reward_ma:13134.47 loss:0.00834 fps:1045 +frame:8.93e+06 wall_t:8548 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.5986 +2026-01-07 13:36:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14965.15 total_reward_ma:13168.10 loss:0.01002 fps:1045 +frame:8.94e+06 wall_t:8558 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5903 +2026-01-07 13:36:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14995.65 total_reward_ma:13202.73 loss:0.009641 fps:1045 +frame:8.95e+06 wall_t:8568 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.5615 +2026-01-07 13:36:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14993.40 total_reward_ma:13236.57 loss:0.008228 fps:1045 +frame:8.96e+06 wall_t:8577 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.6068 +2026-01-07 13:36:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14993.40 total_reward_ma:13270.33 loss:0.01802 fps:1045 +frame:8.97e+06 wall_t:8586 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5538 +2026-01-07 13:36:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14940.90 total_reward_ma:13303.38 loss:0.01856 fps:1045 +frame:8.98e+06 wall_t:8596 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5297 +2026-01-07 13:36:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14940.90 total_reward_ma:13335.88 loss:0.01731 fps:1045 +frame:8.99e+06 wall_t:8605 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5713 +2026-01-07 13:36:58 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14450.25 total_reward_ma:13363.20 loss:0.0243 fps:1045 +frame:9.00e+06 wall_t:8615 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5761 +2026-01-07 13:37:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14428.35 total_reward_ma:13390.13 loss:0.01785 fps:1045 +frame:9.01e+06 wall_t:8624 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.6392 +2026-01-07 13:37:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14352.65 total_reward_ma:13416.29 loss:0.01762 fps:1045 +frame:9.02e+06 wall_t:8634 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.6056 +2026-01-07 13:37:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13964.90 total_reward_ma:13435.59 loss:0.0113 fps:1045 +frame:9.03e+06 wall_t:8643 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5674 +2026-01-07 13:37:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13964.90 total_reward_ma:13456.38 loss:0.01506 fps:1045 +frame:9.04e+06 wall_t:8652 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5856 +2026-01-07 13:37:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14038.90 total_reward_ma:13477.12 loss:0.005532 fps:1045 +frame:9.05e+06 wall_t:8661 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.5645 +2026-01-07 13:37:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13695.00 total_reward_ma:13494.43 loss:0.03459 fps:1045 +frame:9.06e+06 wall_t:8670 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5098 +2026-01-07 13:38:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13712.30 total_reward_ma:13511.30 loss:0.02084 fps:1045 +frame:9.07e+06 wall_t:8680 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.5737 +2026-01-07 13:38:13 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13709.55 total_reward_ma:13528.15 loss:0.02272 fps:1045 +frame:9.08e+06 wall_t:8690 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5925 +2026-01-07 13:38:22 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13759.50 total_reward_ma:13547.34 loss:0.02456 fps:1045 +frame:9.09e+06 wall_t:8699 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.5907 +2026-01-07 13:38:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13841.30 total_reward_ma:13567.68 loss:0.009055 fps:1045 +frame:9.10e+06 wall_t:8708 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.5524 +2026-01-07 13:38:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13841.30 total_reward_ma:13588.02 loss:0.01787 fps:1045 +frame:9.11e+06 wall_t:8717 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.5834 +2026-01-07 13:38:50 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:13949.40 total_reward_ma:13606.08 loss:0.01403 fps:1045 +frame:9.12e+06 wall_t:8727 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.5579 +2026-01-07 13:39:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14214.10 total_reward_ma:13626.46 loss:0.02151 fps:1045 +frame:9.13e+06 wall_t:8736 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5395 +2026-01-07 13:39:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14217.15 total_reward_ma:13646.46 loss:0.008927 fps:1045 +frame:9.14e+06 wall_t:8745 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.6063 +2026-01-07 13:39:17 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14199.30 total_reward_ma:13663.42 loss:0.016 fps:1045 +frame:9.15e+06 wall_t:8754 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.5957 +2026-01-07 13:39:27 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14197.70 total_reward_ma:13680.37 loss:0.02649 fps:1045 +frame:9.16e+06 wall_t:8764 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.4858 +2026-01-07 13:39:36 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14236.75 total_reward_ma:13697.19 loss:0.01852 fps:1045 +frame:9.17e+06 wall_t:8773 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5598 +2026-01-07 13:39:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14416.10 total_reward_ma:13716.09 loss:0.01568 fps:1045 +frame:9.18e+06 wall_t:8783 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.6162 +2026-01-07 13:39:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14416.10 total_reward_ma:13734.73 loss:0.00621 fps:1045 +frame:9.19e+06 wall_t:8792 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5257 +2026-01-07 13:40:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14537.00 total_reward_ma:13754.58 loss:0.01523 fps:1045 +frame:9.20e+06 wall_t:8802 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.5449 +2026-01-07 13:40:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14477.00 total_reward_ma:13774.26 loss:0.00272 fps:1045 +frame:9.21e+06 wall_t:8811 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.5555 +2026-01-07 13:40:23 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14638.15 total_reward_ma:13795.55 loss:0.01919 fps:1045 +frame:9.22e+06 wall_t:8819 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.5986 +2026-01-07 13:40:32 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14648.45 total_reward_ma:13814.74 loss:0.02177 fps:1045 +frame:9.23e+06 wall_t:8829 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.5497 +2026-01-07 13:40:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14529.20 total_reward_ma:13831.70 loss:0.01737 fps:1045 +frame:9.24e+06 wall_t:8838 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.5273 +2026-01-07 13:40:51 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14576.25 total_reward_ma:13850.28 loss:0.01153 fps:1045 +frame:9.25e+06 wall_t:8848 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5678 +2026-01-07 13:41:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14631.40 total_reward_ma:13869.57 loss:0.01829 fps:1046 +frame:9.26e+06 wall_t:8857 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.579 +2026-01-07 13:41:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14726.50 total_reward_ma:13889.68 loss:0.01618 fps:1045 +frame:9.27e+06 wall_t:8867 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.5406 +2026-01-07 13:41:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14726.50 total_reward_ma:13909.80 loss:0.02168 fps:1046 +frame:9.28e+06 wall_t:8876 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.5632 +2026-01-07 13:41:28 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14686.00 total_reward_ma:13931.05 loss:0.01686 fps:1046 +frame:9.29e+06 wall_t:8885 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.5961 +2026-01-07 13:41:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14626.00 total_reward_ma:13952.13 loss:0.01047 fps:1046 +frame:9.30e+06 wall_t:8894 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.5832 +2026-01-07 13:41:46 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14789.15 total_reward_ma:13975.45 loss:0.02049 fps:1046 +frame:9.31e+06 wall_t:8903 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.6136 +2026-01-07 13:41:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14925.55 total_reward_ma:14000.13 loss:0.01009 fps:1046 +frame:9.32e+06 wall_t:8912 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5686 +2026-01-07 13:42:05 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14925.55 total_reward_ma:14024.82 loss:0.01424 fps:1046 +frame:9.33e+06 wall_t:8922 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.5801 +2026-01-07 13:42:14 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14971.65 total_reward_ma:14049.96 loss:0.01799 fps:1046 +frame:9.34e+06 wall_t:8931 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.5806 +2026-01-07 13:42:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14751.45 total_reward_ma:14072.75 loss:0.01483 fps:1046 +frame:9.35e+06 wall_t:8940 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.5355 +2026-01-07 13:42:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15162.00 total_reward_ma:14095.86 loss:0.02858 fps:1046 +frame:9.36e+06 wall_t:8951 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5699 +2026-01-07 13:42:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15106.50 total_reward_ma:14117.33 loss:0.01297 fps:1046 +frame:9.37e+06 wall_t:8960 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.5247 +2026-01-07 13:42:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15106.50 total_reward_ma:14138.87 loss:0.01304 fps:1046 +frame:9.38e+06 wall_t:8969 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.5499 +2026-01-07 13:43:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15042.10 total_reward_ma:14158.93 loss:0.009268 fps:1046 +frame:9.39e+06 wall_t:8978 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.5393 +2026-01-07 13:43:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15042.10 total_reward_ma:14178.99 loss:0.02908 fps:1046 +frame:9.40e+06 wall_t:8987 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.5558 +2026-01-07 13:43:19 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14926.30 total_reward_ma:14198.09 loss:0.03017 fps:1046 +frame:9.41e+06 wall_t:8996 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.4995 +2026-01-07 13:43:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14766.30 total_reward_ma:14213.75 loss:0.01335 fps:1046 +frame:9.42e+06 wall_t:9006 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.5816 +2026-01-07 13:43:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14438.55 total_reward_ma:14224.53 loss:0.008875 fps:1046 +frame:9.43e+06 wall_t:9015 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.5407 +2026-01-07 13:43:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14438.55 total_reward_ma:14233.17 loss:0.0279 fps:1046 +frame:9.44e+06 wall_t:9025 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.5276 +2026-01-07 13:43:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14322.95 total_reward_ma:14238.68 loss:0.02162 fps:1046 +frame:9.45e+06 wall_t:9034 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.6135 +2026-01-07 13:44:06 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14174.35 total_reward_ma:14240.83 loss:0.01047 fps:1046 +frame:9.46e+06 wall_t:9043 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.5687 +2026-01-07 13:44:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14174.35 total_reward_ma:14245.43 loss:0.02305 fps:1046 +frame:9.47e+06 wall_t:9053 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.5347 +2026-01-07 13:44:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14378.85 total_reward_ma:14252.26 loss:0.02457 fps:1046 +frame:9.48e+06 wall_t:9061 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.5355 +2026-01-07 13:44:33 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14378.85 total_reward_ma:14259.88 loss:0.009564 fps:1046 +frame:9.49e+06 wall_t:9070 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.5611 +2026-01-07 13:44:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14396.30 total_reward_ma:14267.67 loss:0.01601 fps:1046 +frame:9.50e+06 wall_t:9080 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.5532 +2026-01-07 13:44:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14517.80 total_reward_ma:14275.54 loss:0.01856 fps:1046 +frame:9.51e+06 wall_t:9089 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.6326 +2026-01-07 13:45:01 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14823.50 total_reward_ma:14287.62 loss:0.01801 fps:1046 +frame:9.52e+06 wall_t:9098 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.5166 +2026-01-07 13:45:11 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14843.50 total_reward_ma:14300.23 loss:0.01387 fps:1046 +frame:9.53e+06 wall_t:9108 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.5986 +2026-01-07 13:45:20 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14843.50 total_reward_ma:14312.13 loss:0.01299 fps:1046 +frame:9.54e+06 wall_t:9117 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.5423 +2026-01-07 13:45:30 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:14988.00 total_reward_ma:14324.84 loss:0.01876 fps:1046 +frame:9.55e+06 wall_t:9127 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.5657 +2026-01-07 13:45:38 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15509.35 total_reward_ma:14339.28 loss:0.02092 fps:1047 +frame:9.56e+06 wall_t:9135 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.5138 +2026-01-07 13:45:48 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15230.15 total_reward_ma:14352.69 loss:0.02767 fps:1046 +frame:9.57e+06 wall_t:9145 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.5858 +2026-01-07 13:45:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15161.75 total_reward_ma:14365.26 loss:0.01811 fps:1047 +frame:9.58e+06 wall_t:9154 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.5806 +2026-01-07 13:46:07 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15181.20 total_reward_ma:14378.02 loss:0.0321 fps:1046 +frame:9.59e+06 wall_t:9164 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.5907 +2026-01-07 13:46:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15181.20 total_reward_ma:14390.66 loss:0.01131 fps:1047 +frame:9.60e+06 wall_t:9173 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.5344 +2026-01-07 13:46:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15379.50 total_reward_ma:14405.74 loss:0.01518 fps:1046 +frame:9.61e+06 wall_t:9183 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.5442 +2026-01-07 13:46:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15783.90 total_reward_ma:14426.00 loss:0.01765 fps:1047 +frame:9.62e+06 wall_t:9192 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.5267 +2026-01-07 13:46:44 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15783.90 total_reward_ma:14446.27 loss:0.0234 fps:1047 +frame:9.63e+06 wall_t:9201 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6168 +2026-01-07 13:46:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:15611.85 total_reward_ma:14463.27 loss:0.03605 fps:1047 +frame:9.64e+06 wall_t:9211 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.5156 +2026-01-07 13:47:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:16332.45 total_reward_ma:14487.06 loss:0.01596 fps:1047 +frame:9.65e+06 wall_t:9219 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.5144 +2026-01-07 13:47:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:16308.55 total_reward_ma:14510.61 loss:0.02027 fps:1047 +frame:9.66e+06 wall_t:9229 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.5341 +2026-01-07 13:47:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:16387.70 total_reward_ma:14537.09 loss:0.01585 fps:1047 +frame:9.67e+06 wall_t:9238 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.5138 +2026-01-07 13:47:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:16387.70 total_reward_ma:14561.61 loss:0.03716 fps:1047 +frame:9.68e+06 wall_t:9247 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5263 +2026-01-07 13:47:40 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:16874.65 total_reward_ma:14591.28 loss:0.02805 fps:1047 +frame:9.69e+06 wall_t:9257 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.5549 +2026-01-07 13:47:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17171.45 total_reward_ma:14623.59 loss:0.01625 fps:1047 +frame:9.70e+06 wall_t:9266 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5309 +2026-01-07 13:47:59 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17312.40 total_reward_ma:14658.72 loss:0.03089 fps:1047 +frame:9.71e+06 wall_t:9276 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.5234 +2026-01-07 13:48:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17312.40 total_reward_ma:14694.53 loss:0.01717 fps:1047 +frame:9.72e+06 wall_t:9285 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.5053 +2026-01-07 13:48:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17303.95 total_reward_ma:14730.26 loss:0.03238 fps:1047 +frame:9.73e+06 wall_t:9293 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.4947 +2026-01-07 13:48:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17291.75 total_reward_ma:14767.43 loss:0.02153 fps:1047 +frame:9.74e+06 wall_t:9303 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.5604 +2026-01-07 13:48:35 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17375.45 total_reward_ma:14805.45 loss:0.0136 fps:1047 +frame:9.75e+06 wall_t:9311 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.6247 +2026-01-07 13:48:43 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17269.05 total_reward_ma:14840.62 loss:0.02264 fps:1047 +frame:9.76e+06 wall_t:9320 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5916 +2026-01-07 13:48:52 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17269.05 total_reward_ma:14876.53 loss:0.01569 fps:1047 +frame:9.77e+06 wall_t:9329 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.5466 +2026-01-07 13:49:00 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17247.40 total_reward_ma:14912.27 loss:0.03513 fps:1047 +frame:9.78e+06 wall_t:9337 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.5861 +2026-01-07 13:49:08 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17334.10 total_reward_ma:14948.46 loss:0.01353 fps:1048 +frame:9.79e+06 wall_t:9345 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.5629 +2026-01-07 13:49:16 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17406.20 total_reward_ma:14985.38 loss:0.01088 fps:1048 +frame:9.80e+06 wall_t:9353 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5837 +2026-01-07 13:49:24 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17406.20 total_reward_ma:15016.21 loss:0.02416 fps:1048 +frame:9.81e+06 wall_t:9361 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.511 +2026-01-07 13:49:31 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18260.70 total_reward_ma:15055.58 loss:0.01807 fps:1048 +frame:9.82e+06 wall_t:9368 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.5928 +2026-01-07 13:49:39 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18260.70 total_reward_ma:15094.01 loss:0.01802 fps:1048 +frame:9.83e+06 wall_t:9376 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6035 +2026-01-07 13:49:47 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18069.85 total_reward_ma:15129.64 loss:0.02632 fps:1049 +frame:9.84e+06 wall_t:9384 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.5891 +2026-01-07 13:49:55 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:17902.25 total_reward_ma:15163.59 loss:0.02388 fps:1049 +frame:9.85e+06 wall_t:9392 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.6165 +2026-01-07 13:50:03 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18120.05 total_reward_ma:15201.57 loss:0.0239 fps:1049 +frame:9.86e+06 wall_t:9400 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.5658 +2026-01-07 13:50:12 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18119.05 total_reward_ma:15242.02 loss:0.01311 fps:1049 +frame:9.87e+06 wall_t:9409 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.5438 +2026-01-07 13:50:21 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18119.05 total_reward_ma:15282.31 loss:0.01842 fps:1049 +frame:9.88e+06 wall_t:9418 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.5438 +2026-01-07 13:50:29 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18304.35 total_reward_ma:15324.14 loss:0.02752 fps:1049 +frame:9.89e+06 wall_t:9426 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.5102 +2026-01-07 13:50:37 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18304.35 total_reward_ma:15365.04 loss:0.02478 fps:1049 +frame:9.90e+06 wall_t:9434 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.5451 +2026-01-07 13:50:45 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18273.05 total_reward_ma:15405.62 loss:0.02821 fps:1050 +frame:9.91e+06 wall_t:9442 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.5923 +2026-01-07 13:50:54 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18116.70 total_reward_ma:15439.31 loss:0.02944 fps:1050 +frame:9.92e+06 wall_t:9451 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.595 +2026-01-07 13:51:02 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18116.70 total_reward_ma:15472.52 loss:0.03428 fps:1050 +frame:9.93e+06 wall_t:9459 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.58 +2026-01-07 13:51:10 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18032.35 total_reward_ma:15503.19 loss:0.02015 fps:1050 +frame:9.94e+06 wall_t:9467 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.5508 +2026-01-07 13:51:18 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18103.10 total_reward_ma:15534.26 loss:0.0237 fps:1050 +frame:9.95e+06 wall_t:9475 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.6119 +2026-01-07 13:51:26 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18103.10 total_reward_ma:15565.36 loss:0.02837 fps:1050 +frame:9.96e+06 wall_t:9483 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.5 +2026-01-07 13:51:34 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18103.10 total_reward_ma:15596.46 loss:0.01812 fps:1050 +frame:9.97e+06 wall_t:9491 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.5473 +2026-01-07 13:51:42 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18367.70 total_reward_ma:15630.73 loss:0.03292 fps:1051 +frame:9.98e+06 wall_t:9499 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.5489 +2026-01-07 13:51:49 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18536.80 total_reward_ma:15666.68 loss:0.02101 fps:1051 +frame:9.99e+06 wall_t:9506 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.5506 +2026-01-07 13:51:57 | INFO | PID:1302 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_demonattack_t0_s2 [train] +total_reward:18662.70 total_reward_ma:15708.81 loss:0.02274 fps:1051 +frame:1.00e+07 wall_t:9514 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.5581 +2026-01-07 13:51:58 | INFO | PID:1302 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s3.log b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..e3179d08423fa6c65f72560f52645eec50be30d0 --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 11:13:19 | INFO | PID:1303 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 11:13:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:80.00 total_reward_ma:80.00 loss:-0.0259 fps:625 +frame:1.00e+04 wall_t:16 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.777 +2026-01-07 11:13:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:129.09 total_reward_ma:104.55 loss:-0.02804 fps:800 +frame:2.00e+04 wall_t:25 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.758 +2026-01-07 11:13:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:134.25 total_reward_ma:114.45 loss:-0.02935 fps:857.1 +frame:3.00e+04 wall_t:35 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.752 +2026-01-07 11:14:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:151.77 total_reward_ma:123.78 loss:-0.02753 fps:869.6 +frame:4.00e+04 wall_t:46 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.703 +2026-01-07 11:14:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:154.43 total_reward_ma:129.91 loss:-0.02856 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.716 +2026-01-07 11:14:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:153.10 total_reward_ma:133.78 loss:-0.02736 fps:909.1 +frame:6.00e+04 wall_t:66 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.687 +2026-01-07 11:14:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:158.36 total_reward_ma:137.29 loss:-0.02872 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:1.674 +2026-01-07 11:14:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:155.93 total_reward_ma:139.62 loss:-0.03226 fps:930.2 +frame:8.00e+04 wall_t:86 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.605 +2026-01-07 11:14:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:150.15 total_reward_ma:140.79 loss:-0.02839 fps:957.4 +frame:9.00e+04 wall_t:94 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.57 +2026-01-07 11:15:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:161.20 total_reward_ma:142.83 loss:-0.02579 fps:961.5 +frame:1.00e+05 wall_t:104 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.56 +2026-01-07 11:15:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:163.90 total_reward_ma:144.74 loss:-0.02796 fps:973.5 +frame:1.10e+05 wall_t:113 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.51 +2026-01-07 11:15:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:160.10 total_reward_ma:146.02 loss:-0.02639 fps:975.6 +frame:1.20e+05 wall_t:123 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.467 +2026-01-07 11:15:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:171.40 total_reward_ma:147.98 loss:-0.02325 fps:984.8 +frame:1.30e+05 wall_t:132 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.443 +2026-01-07 11:15:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:179.15 total_reward_ma:150.20 loss:-0.02225 fps:985.9 +frame:1.40e+05 wall_t:142 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.382 +2026-01-07 11:15:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:180.60 total_reward_ma:152.23 loss:-0.02735 fps:980.4 +frame:1.50e+05 wall_t:153 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.358 +2026-01-07 11:16:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:186.15 total_reward_ma:154.35 loss:-0.02223 fps:987.7 +frame:1.60e+05 wall_t:162 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.386 +2026-01-07 11:16:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:197.35 total_reward_ma:156.88 loss:-0.02324 fps:988.4 +frame:1.70e+05 wall_t:172 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.388 +2026-01-07 11:16:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:219.50 total_reward_ma:160.36 loss:-0.02509 fps:994.5 +frame:1.80e+05 wall_t:181 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.368 +2026-01-07 11:16:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:217.55 total_reward_ma:163.37 loss:-0.02375 fps:994.8 +frame:1.90e+05 wall_t:191 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.357 +2026-01-07 11:16:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:217.00 total_reward_ma:166.05 loss:-0.02354 fps:995 +frame:2.00e+05 wall_t:201 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.344 +2026-01-07 11:16:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:225.40 total_reward_ma:168.88 loss:-0.01975 fps:995.3 +frame:2.10e+05 wall_t:211 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.307 +2026-01-07 11:17:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:229.00 total_reward_ma:171.61 loss:-0.02016 fps:1000 +frame:2.20e+05 wall_t:220 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.311 +2026-01-07 11:17:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:227.90 total_reward_ma:174.06 loss:-0.02166 fps:1000 +frame:2.30e+05 wall_t:230 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.331 +2026-01-07 11:17:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:228.05 total_reward_ma:176.31 loss:-0.02028 fps:1000 +frame:2.40e+05 wall_t:240 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.333 +2026-01-07 11:17:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:260.05 total_reward_ma:179.66 loss:-0.02017 fps:1004 +frame:2.50e+05 wall_t:249 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.268 +2026-01-07 11:17:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:268.15 total_reward_ma:183.06 loss:-0.01823 fps:1008 +frame:2.60e+05 wall_t:258 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.214 +2026-01-07 11:17:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:289.30 total_reward_ma:186.99 loss:-0.02093 fps:1007 +frame:2.70e+05 wall_t:268 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.209 +2026-01-07 11:18:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:306.95 total_reward_ma:191.28 loss:-0.02103 fps:1007 +frame:2.80e+05 wall_t:278 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.162 +2026-01-07 11:18:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:309.90 total_reward_ma:195.37 loss:-0.01949 fps:1010 +frame:2.90e+05 wall_t:287 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.188 +2026-01-07 11:18:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:311.80 total_reward_ma:199.25 loss:-0.02226 fps:1014 +frame:3.00e+05 wall_t:296 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.211 +2026-01-07 11:18:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:315.90 total_reward_ma:203.01 loss:-0.02277 fps:1016 +frame:3.10e+05 wall_t:305 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.176 +2026-01-07 11:18:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:346.80 total_reward_ma:207.51 loss:-0.02211 fps:1016 +frame:3.20e+05 wall_t:315 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.178 +2026-01-07 11:18:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:351.10 total_reward_ma:211.86 loss:-0.01872 fps:1015 +frame:3.30e+05 wall_t:325 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.165 +2026-01-07 11:18:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:370.20 total_reward_ma:216.51 loss:-0.02194 fps:1015 +frame:3.40e+05 wall_t:335 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.166 +2026-01-07 11:19:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:382.95 total_reward_ma:221.27 loss:-0.01525 fps:1017 +frame:3.50e+05 wall_t:344 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.106 +2026-01-07 11:19:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:411.95 total_reward_ma:226.57 loss:-0.01201 fps:1017 +frame:3.60e+05 wall_t:354 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.131 +2026-01-07 11:19:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:415.65 total_reward_ma:231.68 loss:-0.02059 fps:1016 +frame:3.70e+05 wall_t:364 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.096 +2026-01-07 11:19:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:420.50 total_reward_ma:236.65 loss:-0.02164 fps:1016 +frame:3.80e+05 wall_t:374 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.111 +2026-01-07 11:19:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:417.30 total_reward_ma:241.28 loss:-0.02125 fps:1018 +frame:3.90e+05 wall_t:383 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.218 +2026-01-07 11:19:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:440.15 total_reward_ma:246.25 loss:-0.01756 fps:1018 +frame:4.00e+05 wall_t:393 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.227 +2026-01-07 11:20:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:438.45 total_reward_ma:250.94 loss:-0.01814 fps:1020 +frame:4.10e+05 wall_t:402 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.154 +2026-01-07 11:20:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:451.10 total_reward_ma:255.70 loss:-0.0141 fps:1019 +frame:4.20e+05 wall_t:412 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.059 +2026-01-07 11:20:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:463.65 total_reward_ma:260.54 loss:-0.01564 fps:1024 +frame:4.30e+05 wall_t:420 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.064 +2026-01-07 11:20:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:483.25 total_reward_ma:265.60 loss:-0.01467 fps:1023 +frame:4.40e+05 wall_t:430 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.116 +2026-01-07 11:20:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:489.15 total_reward_ma:270.57 loss:-0.01681 fps:1023 +frame:4.50e+05 wall_t:440 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.096 +2026-01-07 11:20:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:474.75 total_reward_ma:275.01 loss:-0.01859 fps:1022 +frame:4.60e+05 wall_t:450 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.141 +2026-01-07 11:21:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:493.25 total_reward_ma:279.65 loss:-0.01851 fps:1024 +frame:4.70e+05 wall_t:459 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.009 +2026-01-07 11:21:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:502.75 total_reward_ma:284.30 loss:-0.01348 fps:1023 +frame:4.80e+05 wall_t:469 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.9816 +2026-01-07 11:21:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:538.25 total_reward_ma:289.48 loss:-0.0167 fps:1025 +frame:4.90e+05 wall_t:478 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.025 +2026-01-07 11:21:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:546.20 total_reward_ma:294.62 loss:-0.01604 fps:1025 +frame:5.00e+05 wall_t:488 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.9882 +2026-01-07 11:21:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:553.90 total_reward_ma:299.70 loss:-0.01347 fps:1026 +frame:5.10e+05 wall_t:497 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.9424 +2026-01-07 11:21:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:586.15 total_reward_ma:305.21 loss:-0.01212 fps:1028 +frame:5.20e+05 wall_t:506 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.976 +2026-01-07 11:21:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:612.65 total_reward_ma:311.01 loss:-0.01198 fps:1027 +frame:5.30e+05 wall_t:516 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.9273 +2026-01-07 11:22:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:588.50 total_reward_ma:316.15 loss:-0.009589 fps:1027 +frame:5.40e+05 wall_t:526 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.032 +2026-01-07 11:22:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:618.00 total_reward_ma:321.64 loss:-0.0147 fps:1026 +frame:5.50e+05 wall_t:536 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.01 +2026-01-07 11:22:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:591.25 total_reward_ma:326.45 loss:-0.01423 fps:1028 +frame:5.60e+05 wall_t:545 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.037 +2026-01-07 11:22:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:603.10 total_reward_ma:331.30 loss:-0.01969 fps:1027 +frame:5.70e+05 wall_t:555 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.084 +2026-01-07 11:22:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:600.35 total_reward_ma:335.94 loss:-0.01553 fps:1027 +frame:5.80e+05 wall_t:565 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.037 +2026-01-07 11:22:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:619.40 total_reward_ma:340.75 loss:-0.01161 fps:1026 +frame:5.90e+05 wall_t:575 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.019 +2026-01-07 11:23:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:639.60 total_reward_ma:345.73 loss:-0.02035 fps:1029 +frame:6.00e+05 wall_t:583 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.9942 +2026-01-07 11:23:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:659.85 total_reward_ma:350.88 loss:-0.01021 fps:1029 +frame:6.10e+05 wall_t:593 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.9826 +2026-01-07 11:23:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:673.20 total_reward_ma:356.08 loss:-0.009204 fps:1028 +frame:6.20e+05 wall_t:603 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.008 +2026-01-07 11:23:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:665.20 total_reward_ma:360.98 loss:-0.014 fps:1028 +frame:6.30e+05 wall_t:613 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.9444 +2026-01-07 11:23:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:637.65 total_reward_ma:365.31 loss:-0.01738 fps:1027 +frame:6.40e+05 wall_t:623 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.9283 +2026-01-07 11:23:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:639.20 total_reward_ma:369.52 loss:-0.01287 fps:1028 +frame:6.50e+05 wall_t:632 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9677 +2026-01-07 11:24:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:683.90 total_reward_ma:374.28 loss:-0.01369 fps:1028 +frame:6.60e+05 wall_t:642 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.9475 +2026-01-07 11:24:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:673.20 total_reward_ma:378.74 loss:-0.01403 fps:1028 +frame:6.70e+05 wall_t:652 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.9026 +2026-01-07 11:24:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:710.60 total_reward_ma:383.62 loss:-0.01139 fps:1029 +frame:6.80e+05 wall_t:661 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.02 +2026-01-07 11:24:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:771.35 total_reward_ma:389.24 loss:-0.008542 fps:1030 +frame:6.90e+05 wall_t:670 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.9279 +2026-01-07 11:24:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:773.00 total_reward_ma:394.73 loss:-0.0118 fps:1029 +frame:7.00e+05 wall_t:680 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.9546 +2026-01-07 11:24:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:785.55 total_reward_ma:400.23 loss:-0.009613 fps:1030 +frame:7.10e+05 wall_t:689 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.877 +2026-01-07 11:25:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:810.15 total_reward_ma:405.92 loss:-0.007122 fps:1030 +frame:7.20e+05 wall_t:699 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.9391 +2026-01-07 11:25:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:827.40 total_reward_ma:411.70 loss:0.0003874 fps:1031 +frame:7.30e+05 wall_t:708 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.9406 +2026-01-07 11:25:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:879.80 total_reward_ma:418.02 loss:-0.01221 fps:1031 +frame:7.40e+05 wall_t:718 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.046 +2026-01-07 11:25:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:894.00 total_reward_ma:424.37 loss:-0.01401 fps:1030 +frame:7.50e+05 wall_t:728 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.9326 +2026-01-07 11:25:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:888.45 total_reward_ma:430.48 loss:-0.01271 fps:1031 +frame:7.60e+05 wall_t:737 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.9369 +2026-01-07 11:25:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:885.05 total_reward_ma:436.38 loss:-0.01135 fps:1032 +frame:7.70e+05 wall_t:746 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.9888 +2026-01-07 11:25:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:890.65 total_reward_ma:442.20 loss:0.003326 fps:1032 +frame:7.80e+05 wall_t:756 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.9083 +2026-01-07 11:26:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:918.20 total_reward_ma:448.23 loss:-0.009757 fps:1033 +frame:7.90e+05 wall_t:765 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.8548 +2026-01-07 11:26:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:934.30 total_reward_ma:454.30 loss:-0.005831 fps:1032 +frame:8.00e+05 wall_t:775 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.8289 +2026-01-07 11:26:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:981.55 total_reward_ma:460.81 loss:-0.01224 fps:1033 +frame:8.10e+05 wall_t:784 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.891 +2026-01-07 11:26:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:987.10 total_reward_ma:467.23 loss:-0.01552 fps:1033 +frame:8.20e+05 wall_t:794 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.9311 +2026-01-07 11:26:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:973.30 total_reward_ma:473.33 loss:-0.004531 fps:1034 +frame:8.30e+05 wall_t:803 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.8672 +2026-01-07 11:26:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:981.90 total_reward_ma:479.38 loss:-0.006961 fps:1033 +frame:8.40e+05 wall_t:813 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.876 +2026-01-07 11:27:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:951.95 total_reward_ma:484.94 loss:-0.01269 fps:1033 +frame:8.50e+05 wall_t:823 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.8376 +2026-01-07 11:27:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:935.35 total_reward_ma:490.18 loss:-0.01247 fps:1035 +frame:8.60e+05 wall_t:831 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.8621 +2026-01-07 11:27:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:945.50 total_reward_ma:495.41 loss:-0.005834 fps:1034 +frame:8.70e+05 wall_t:841 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.8372 +2026-01-07 11:27:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:967.15 total_reward_ma:500.77 loss:-0.01384 fps:1034 +frame:8.80e+05 wall_t:851 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.919 +2026-01-07 11:27:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:972.05 total_reward_ma:506.07 loss:-0.01061 fps:1035 +frame:8.90e+05 wall_t:860 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.9004 +2026-01-07 11:27:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:926.05 total_reward_ma:510.74 loss:-0.008257 fps:1034 +frame:9.00e+05 wall_t:870 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.8715 +2026-01-07 11:28:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:965.20 total_reward_ma:515.73 loss:-0.0132 fps:1034 +frame:9.10e+05 wall_t:880 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.8817 +2026-01-07 11:28:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:954.65 total_reward_ma:520.50 loss:-0.00992 fps:1034 +frame:9.20e+05 wall_t:890 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.039 +2026-01-07 11:28:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1003.80 total_reward_ma:525.70 loss:-0.01656 fps:1033 +frame:9.30e+05 wall_t:900 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.9172 +2026-01-07 11:28:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1072.05 total_reward_ma:531.51 loss:-0.006536 fps:1035 +frame:9.40e+05 wall_t:908 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.8963 +2026-01-07 11:28:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1079.80 total_reward_ma:537.28 loss:-0.006312 fps:1035 +frame:9.50e+05 wall_t:918 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.9171 +2026-01-07 11:28:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1063.80 total_reward_ma:542.77 loss:-0.005884 fps:1034 +frame:9.60e+05 wall_t:928 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.8989 +2026-01-07 11:29:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1037.35 total_reward_ma:547.87 loss:-0.008469 fps:1034 +frame:9.70e+05 wall_t:938 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.8948 +2026-01-07 11:29:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1027.25 total_reward_ma:552.76 loss:-0.007438 fps:1034 +frame:9.80e+05 wall_t:948 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.9263 +2026-01-07 11:29:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1015.45 total_reward_ma:557.43 loss:-0.0178 fps:1033 +frame:9.90e+05 wall_t:958 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.9201 +2026-01-07 11:29:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1047.55 total_reward_ma:562.33 loss:-0.01111 fps:1034 +frame:1.00e+06 wall_t:967 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.9273 +2026-01-07 11:29:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1039.10 total_reward_ma:571.92 loss:-0.007325 fps:1034 +frame:1.01e+06 wall_t:977 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.9417 +2026-01-07 11:29:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1073.30 total_reward_ma:581.36 loss:-0.007037 fps:1033 +frame:1.02e+06 wall_t:987 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.9063 +2026-01-07 11:29:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1043.60 total_reward_ma:590.46 loss:-0.01284 fps:1034 +frame:1.03e+06 wall_t:996 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.941 +2026-01-07 11:30:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1073.65 total_reward_ma:599.68 loss:-0.0125 fps:1035 +frame:1.04e+06 wall_t:1005 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.8736 +2026-01-07 11:30:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1098.10 total_reward_ma:609.11 loss:-0.008581 fps:1036 +frame:1.05e+06 wall_t:1014 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.9042 +2026-01-07 11:30:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1095.20 total_reward_ma:618.53 loss:-0.01118 fps:1035 +frame:1.06e+06 wall_t:1024 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.9336 +2026-01-07 11:30:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1108.15 total_reward_ma:628.03 loss:-0.00462 fps:1035 +frame:1.07e+06 wall_t:1034 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.8566 +2026-01-07 11:30:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1153.30 total_reward_ma:638.01 loss:-0.01183 fps:1034 +frame:1.08e+06 wall_t:1044 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.9082 +2026-01-07 11:30:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1179.20 total_reward_ma:648.30 loss:-0.007083 fps:1035 +frame:1.09e+06 wall_t:1053 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.9126 +2026-01-07 11:31:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1210.55 total_reward_ma:658.79 loss:-0.008097 fps:1035 +frame:1.10e+06 wall_t:1063 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.9155 +2026-01-07 11:31:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1228.60 total_reward_ma:669.44 loss:-0.01496 fps:1035 +frame:1.11e+06 wall_t:1072 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.9331 +2026-01-07 11:31:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1153.75 total_reward_ma:679.37 loss:-0.01225 fps:1036 +frame:1.12e+06 wall_t:1081 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.9287 +2026-01-07 11:31:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1160.95 total_reward_ma:689.27 loss:-0.0155 fps:1036 +frame:1.13e+06 wall_t:1091 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.9175 +2026-01-07 11:31:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1198.70 total_reward_ma:699.47 loss:-0.002868 fps:1035 +frame:1.14e+06 wall_t:1101 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.9309 +2026-01-07 11:31:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1239.20 total_reward_ma:710.05 loss:-0.01228 fps:1035 +frame:1.15e+06 wall_t:1111 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.9599 +2026-01-07 11:32:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1264.00 total_reward_ma:720.83 loss:-0.009137 fps:1036 +frame:1.16e+06 wall_t:1120 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.9653 +2026-01-07 11:32:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1300.60 total_reward_ma:731.86 loss:-0.01593 fps:1034 +frame:1.17e+06 wall_t:1131 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.9079 +2026-01-07 11:32:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1290.80 total_reward_ma:742.58 loss:-0.01517 fps:1035 +frame:1.18e+06 wall_t:1140 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.021 +2026-01-07 11:32:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1384.70 total_reward_ma:754.25 loss:-0.008149 fps:1035 +frame:1.19e+06 wall_t:1150 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.9453 +2026-01-07 11:32:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1391.05 total_reward_ma:765.99 loss:-0.01531 fps:1035 +frame:1.20e+06 wall_t:1159 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.001 +2026-01-07 11:32:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1448.00 total_reward_ma:778.21 loss:-0.01375 fps:1036 +frame:1.21e+06 wall_t:1168 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.9391 +2026-01-07 11:33:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1459.30 total_reward_ma:790.52 loss:-0.009852 fps:1036 +frame:1.22e+06 wall_t:1178 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.9187 +2026-01-07 11:33:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1462.90 total_reward_ma:802.87 loss:-0.009195 fps:1037 +frame:1.23e+06 wall_t:1186 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.9485 +2026-01-07 11:33:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1467.30 total_reward_ma:815.26 loss:-0.009504 fps:1037 +frame:1.24e+06 wall_t:1196 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.8838 +2026-01-07 11:33:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1455.05 total_reward_ma:827.21 loss:-0.01056 fps:1037 +frame:1.25e+06 wall_t:1205 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.9469 +2026-01-07 11:33:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1524.20 total_reward_ma:839.77 loss:-0.01268 fps:1037 +frame:1.26e+06 wall_t:1215 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.9518 +2026-01-07 11:33:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1537.50 total_reward_ma:852.25 loss:-0.0149 fps:1037 +frame:1.27e+06 wall_t:1225 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.9665 +2026-01-07 11:33:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1544.55 total_reward_ma:864.63 loss:-0.012 fps:1036 +frame:1.28e+06 wall_t:1235 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.847 +2026-01-07 11:34:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1538.30 total_reward_ma:876.91 loss:-0.006844 fps:1037 +frame:1.29e+06 wall_t:1244 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.9714 +2026-01-07 11:34:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1510.80 total_reward_ma:888.90 loss:-0.001598 fps:1038 +frame:1.30e+06 wall_t:1253 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.032 +2026-01-07 11:34:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1550.60 total_reward_ma:901.25 loss:-0.01143 fps:1038 +frame:1.31e+06 wall_t:1262 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.9847 +2026-01-07 11:34:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1601.80 total_reward_ma:913.80 loss:-0.006181 fps:1038 +frame:1.32e+06 wall_t:1272 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.9478 +2026-01-07 11:34:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1580.60 total_reward_ma:926.09 loss:-0.01035 fps:1037 +frame:1.33e+06 wall_t:1282 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.9169 +2026-01-07 11:34:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1605.90 total_reward_ma:938.45 loss:-0.01327 fps:1037 +frame:1.34e+06 wall_t:1292 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.047 +2026-01-07 11:35:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1585.00 total_reward_ma:950.47 loss:-0.009864 fps:1037 +frame:1.35e+06 wall_t:1302 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.9475 +2026-01-07 11:35:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1579.80 total_reward_ma:962.15 loss:-0.0139 fps:1037 +frame:1.36e+06 wall_t:1312 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.9682 +2026-01-07 11:35:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1575.55 total_reward_ma:973.75 loss:-0.006158 fps:1037 +frame:1.37e+06 wall_t:1321 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.9533 +2026-01-07 11:35:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1598.35 total_reward_ma:985.53 loss:-0.007006 fps:1038 +frame:1.38e+06 wall_t:1330 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.9501 +2026-01-07 11:35:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1496.90 total_reward_ma:996.32 loss:-0.01285 fps:1037 +frame:1.39e+06 wall_t:1340 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.9943 +2026-01-07 11:35:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1538.40 total_reward_ma:1007.30 loss:-0.008286 fps:1037 +frame:1.40e+06 wall_t:1350 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.9696 +2026-01-07 11:36:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1505.45 total_reward_ma:1017.97 loss:-0.007704 fps:1038 +frame:1.41e+06 wall_t:1359 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.9477 +2026-01-07 11:36:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1499.95 total_reward_ma:1028.46 loss:-0.002127 fps:1038 +frame:1.42e+06 wall_t:1368 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.9174 +2026-01-07 11:36:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1497.05 total_reward_ma:1038.80 loss:-0.0003104 fps:1038 +frame:1.43e+06 wall_t:1378 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.9474 +2026-01-07 11:36:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1528.30 total_reward_ma:1049.25 loss:-0.01778 fps:1038 +frame:1.44e+06 wall_t:1387 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.8978 +2026-01-07 11:36:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1517.80 total_reward_ma:1059.53 loss:0.001829 fps:1038 +frame:1.45e+06 wall_t:1397 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.9305 +2026-01-07 11:36:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1509.25 total_reward_ma:1069.88 loss:-0.005255 fps:1038 +frame:1.46e+06 wall_t:1406 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.9448 +2026-01-07 11:36:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1513.45 total_reward_ma:1080.08 loss:-0.005729 fps:1039 +frame:1.47e+06 wall_t:1415 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.9334 +2026-01-07 11:37:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1511.50 total_reward_ma:1090.17 loss:-0.01502 fps:1039 +frame:1.48e+06 wall_t:1425 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.9356 +2026-01-07 11:37:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1501.15 total_reward_ma:1099.80 loss:-0.001111 fps:1038 +frame:1.49e+06 wall_t:1435 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.825 +2026-01-07 11:37:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1514.35 total_reward_ma:1109.48 loss:-0.009504 fps:1039 +frame:1.50e+06 wall_t:1444 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.8233 +2026-01-07 11:37:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1526.25 total_reward_ma:1119.20 loss:-0.00953 fps:1039 +frame:1.51e+06 wall_t:1454 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.8785 +2026-01-07 11:37:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1516.65 total_reward_ma:1128.51 loss:-0.01606 fps:1039 +frame:1.52e+06 wall_t:1463 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.9624 +2026-01-07 11:37:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1568.85 total_reward_ma:1138.07 loss:-0.0003488 fps:1039 +frame:1.53e+06 wall_t:1473 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.9191 +2026-01-07 11:38:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1588.30 total_reward_ma:1148.07 loss:-0.005004 fps:1039 +frame:1.54e+06 wall_t:1482 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.9349 +2026-01-07 11:38:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1564.05 total_reward_ma:1157.53 loss:-0.01127 fps:1039 +frame:1.55e+06 wall_t:1492 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.9811 +2026-01-07 11:38:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1627.80 total_reward_ma:1167.89 loss:-0.008982 fps:1039 +frame:1.56e+06 wall_t:1501 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.884 +2026-01-07 11:38:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1627.05 total_reward_ma:1178.13 loss:-0.009398 fps:1039 +frame:1.57e+06 wall_t:1511 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.004 +2026-01-07 11:38:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1649.20 total_reward_ma:1188.62 loss:-0.01206 fps:1039 +frame:1.58e+06 wall_t:1520 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.9822 +2026-01-07 11:38:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1648.20 total_reward_ma:1198.91 loss:-0.01491 fps:1039 +frame:1.59e+06 wall_t:1530 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.9583 +2026-01-07 11:39:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1687.70 total_reward_ma:1209.39 loss:-0.00954 fps:1040 +frame:1.60e+06 wall_t:1539 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.9625 +2026-01-07 11:39:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1774.75 total_reward_ma:1220.54 loss:-0.009219 fps:1039 +frame:1.61e+06 wall_t:1550 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.9269 +2026-01-07 11:39:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1770.90 total_reward_ma:1231.52 loss:-0.007417 fps:1039 +frame:1.62e+06 wall_t:1559 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.9237 +2026-01-07 11:39:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1826.40 total_reward_ma:1243.13 loss:-0.01807 fps:1040 +frame:1.63e+06 wall_t:1567 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.051 +2026-01-07 11:39:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1872.85 total_reward_ma:1255.48 loss:-0.0126 fps:1040 +frame:1.64e+06 wall_t:1577 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.8832 +2026-01-07 11:39:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1882.85 total_reward_ma:1267.92 loss:-0.007631 fps:1040 +frame:1.65e+06 wall_t:1587 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.9245 +2026-01-07 11:39:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1906.90 total_reward_ma:1280.15 loss:-0.006355 fps:1040 +frame:1.66e+06 wall_t:1596 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.9147 +2026-01-07 11:40:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1906.60 total_reward_ma:1292.48 loss:-0.01003 fps:1040 +frame:1.67e+06 wall_t:1606 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.9234 +2026-01-07 11:40:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1918.80 total_reward_ma:1304.56 loss:-0.00796 fps:1040 +frame:1.68e+06 wall_t:1616 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.8965 +2026-01-07 11:40:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:1991.70 total_reward_ma:1316.77 loss:0.004189 fps:1040 +frame:1.69e+06 wall_t:1625 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.9314 +2026-01-07 11:40:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2092.85 total_reward_ma:1329.97 loss:-0.003618 fps:1040 +frame:1.70e+06 wall_t:1635 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.021 +2026-01-07 11:40:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2069.65 total_reward_ma:1342.81 loss:-0.01221 fps:1040 +frame:1.71e+06 wall_t:1644 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.9859 +2026-01-07 11:40:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2138.75 total_reward_ma:1356.09 loss:-0.002452 fps:1041 +frame:1.72e+06 wall_t:1653 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.9463 +2026-01-07 11:41:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2119.35 total_reward_ma:1369.01 loss:-0.01486 fps:1040 +frame:1.73e+06 wall_t:1663 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.9187 +2026-01-07 11:41:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2137.95 total_reward_ma:1381.59 loss:-0.006445 fps:1040 +frame:1.74e+06 wall_t:1673 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.942 +2026-01-07 11:41:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2224.15 total_reward_ma:1394.90 loss:-0.008141 fps:1040 +frame:1.75e+06 wall_t:1683 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.9013 +2026-01-07 11:41:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2203.55 total_reward_ma:1408.05 loss:-0.00563 fps:1040 +frame:1.76e+06 wall_t:1693 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.9801 +2026-01-07 11:41:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2168.50 total_reward_ma:1420.88 loss:-0.008544 fps:1039 +frame:1.77e+06 wall_t:1703 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.9639 +2026-01-07 11:41:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2281.35 total_reward_ma:1434.79 loss:-0.01443 fps:1040 +frame:1.78e+06 wall_t:1712 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.8953 +2026-01-07 11:42:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2330.20 total_reward_ma:1448.91 loss:-0.009259 fps:1039 +frame:1.79e+06 wall_t:1722 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.9185 +2026-01-07 11:42:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2369.75 total_reward_ma:1463.26 loss:-0.008647 fps:1040 +frame:1.80e+06 wall_t:1731 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.9611 +2026-01-07 11:42:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2404.90 total_reward_ma:1477.50 loss:-0.01126 fps:1040 +frame:1.81e+06 wall_t:1740 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.9973 +2026-01-07 11:42:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2451.40 total_reward_ma:1492.14 loss:-0.01608 fps:1041 +frame:1.82e+06 wall_t:1749 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.025 +2026-01-07 11:42:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2492.60 total_reward_ma:1507.33 loss:-0.008043 fps:1040 +frame:1.83e+06 wall_t:1759 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.9765 +2026-01-07 11:42:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2522.30 total_reward_ma:1522.74 loss:-0.01523 fps:1040 +frame:1.84e+06 wall_t:1769 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.9496 +2026-01-07 11:43:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2498.60 total_reward_ma:1538.20 loss:-0.006765 fps:1040 +frame:1.85e+06 wall_t:1779 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.926 +2026-01-07 11:43:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2452.90 total_reward_ma:1553.38 loss:-0.01297 fps:1040 +frame:1.86e+06 wall_t:1788 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.04 +2026-01-07 11:43:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2424.40 total_reward_ma:1568.17 loss:-0.0102 fps:1040 +frame:1.87e+06 wall_t:1798 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.006 +2026-01-07 11:43:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2426.30 total_reward_ma:1582.76 loss:0.00103 fps:1041 +frame:1.88e+06 wall_t:1806 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.9109 +2026-01-07 11:43:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2419.40 total_reward_ma:1597.23 loss:-0.004641 fps:1041 +frame:1.89e+06 wall_t:1816 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.8877 +2026-01-07 11:43:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2426.65 total_reward_ma:1612.24 loss:-0.01501 fps:1041 +frame:1.90e+06 wall_t:1825 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.899 +2026-01-07 11:43:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2414.00 total_reward_ma:1626.73 loss:-0.0002201 fps:1041 +frame:1.91e+06 wall_t:1835 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.9407 +2026-01-07 11:44:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2447.85 total_reward_ma:1641.66 loss:-0.002476 fps:1041 +frame:1.92e+06 wall_t:1845 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.982 +2026-01-07 11:44:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2424.90 total_reward_ma:1655.87 loss:-0.01173 fps:1041 +frame:1.93e+06 wall_t:1854 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.9575 +2026-01-07 11:44:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2368.70 total_reward_ma:1668.83 loss:-0.01342 fps:1041 +frame:1.94e+06 wall_t:1864 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.9798 +2026-01-07 11:44:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2380.75 total_reward_ma:1681.84 loss:-0.0158 fps:1041 +frame:1.95e+06 wall_t:1873 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.9371 +2026-01-07 11:44:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2360.25 total_reward_ma:1694.81 loss:-0.01095 fps:1041 +frame:1.96e+06 wall_t:1882 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.9432 +2026-01-07 11:44:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2380.60 total_reward_ma:1708.24 loss:-0.00691 fps:1042 +frame:1.97e+06 wall_t:1891 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.8992 +2026-01-07 11:45:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2388.05 total_reward_ma:1721.85 loss:-0.01308 fps:1042 +frame:1.98e+06 wall_t:1900 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.9794 +2026-01-07 11:45:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2343.30 total_reward_ma:1735.13 loss:-0.01857 fps:1042 +frame:1.99e+06 wall_t:1910 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.9819 +2026-01-07 11:45:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2295.60 total_reward_ma:1747.61 loss:-0.01151 fps:1042 +frame:2.00e+06 wall_t:1919 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.9844 +2026-01-07 11:45:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2372.75 total_reward_ma:1760.94 loss:-0.0008693 fps:1042 +frame:2.01e+06 wall_t:1929 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.8517 +2026-01-07 11:45:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2445.80 total_reward_ma:1774.67 loss:-0.002546 fps:1042 +frame:2.02e+06 wall_t:1939 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.9345 +2026-01-07 11:45:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2424.45 total_reward_ma:1788.48 loss:-0.01269 fps:1042 +frame:2.03e+06 wall_t:1949 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.8962 +2026-01-07 11:46:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2403.45 total_reward_ma:1801.78 loss:-0.002254 fps:1042 +frame:2.04e+06 wall_t:1958 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.957 +2026-01-07 11:46:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2369.90 total_reward_ma:1814.49 loss:-0.004393 fps:1043 +frame:2.05e+06 wall_t:1966 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.9195 +2026-01-07 11:46:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2333.55 total_reward_ma:1826.88 loss:-0.01058 fps:1043 +frame:2.06e+06 wall_t:1976 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.9454 +2026-01-07 11:46:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2356.10 total_reward_ma:1839.36 loss:-0.008909 fps:1043 +frame:2.07e+06 wall_t:1985 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.8526 +2026-01-07 11:46:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2315.45 total_reward_ma:1850.98 loss:-0.001981 fps:1043 +frame:2.08e+06 wall_t:1995 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.8743 +2026-01-07 11:46:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2378.85 total_reward_ma:1862.98 loss:-0.01151 fps:1043 +frame:2.09e+06 wall_t:2004 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.9774 +2026-01-07 11:46:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2356.85 total_reward_ma:1874.44 loss:-0.006034 fps:1043 +frame:2.10e+06 wall_t:2014 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.8859 +2026-01-07 11:47:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2343.45 total_reward_ma:1885.59 loss:-0.008345 fps:1043 +frame:2.11e+06 wall_t:2023 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.8587 +2026-01-07 11:47:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2389.75 total_reward_ma:1897.95 loss:-0.01333 fps:1043 +frame:2.12e+06 wall_t:2033 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.9353 +2026-01-07 11:47:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2410.40 total_reward_ma:1910.44 loss:0.002621 fps:1043 +frame:2.13e+06 wall_t:2042 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.8559 +2026-01-07 11:47:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2439.40 total_reward_ma:1922.85 loss:-0.005967 fps:1043 +frame:2.14e+06 wall_t:2051 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.8076 +2026-01-07 11:47:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2443.00 total_reward_ma:1934.89 loss:0.004071 fps:1044 +frame:2.15e+06 wall_t:2060 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.8791 +2026-01-07 11:47:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2459.00 total_reward_ma:1946.84 loss:0.00269 fps:1043 +frame:2.16e+06 wall_t:2070 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.873 +2026-01-07 11:48:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2499.70 total_reward_ma:1958.83 loss:-0.005626 fps:1044 +frame:2.17e+06 wall_t:2079 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.9613 +2026-01-07 11:48:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2487.35 total_reward_ma:1970.79 loss:-0.006505 fps:1044 +frame:2.18e+06 wall_t:2089 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.9322 +2026-01-07 11:48:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2506.60 total_reward_ma:1982.01 loss:-0.008699 fps:1043 +frame:2.19e+06 wall_t:2099 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.8217 +2026-01-07 11:48:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2477.85 total_reward_ma:1992.88 loss:0.002 fps:1043 +frame:2.20e+06 wall_t:2109 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.9059 +2026-01-07 11:48:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2576.55 total_reward_ma:2004.17 loss:0.002636 fps:1043 +frame:2.21e+06 wall_t:2118 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.8955 +2026-01-07 11:48:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2586.95 total_reward_ma:2015.44 loss:-0.002169 fps:1044 +frame:2.22e+06 wall_t:2127 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.8376 +2026-01-07 11:49:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2538.70 total_reward_ma:2026.20 loss:-0.002346 fps:1044 +frame:2.23e+06 wall_t:2137 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.8742 +2026-01-07 11:49:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2512.55 total_reward_ma:2036.65 loss:-0.0175 fps:1044 +frame:2.24e+06 wall_t:2146 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.9306 +2026-01-07 11:49:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2512.55 total_reward_ma:2047.23 loss:-0.005431 fps:1044 +frame:2.25e+06 wall_t:2156 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.8755 +2026-01-07 11:49:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2448.50 total_reward_ma:2056.47 loss:-0.0102 fps:1044 +frame:2.26e+06 wall_t:2165 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.9026 +2026-01-07 11:49:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2383.35 total_reward_ma:2064.93 loss:-0.01199 fps:1044 +frame:2.27e+06 wall_t:2175 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.8347 +2026-01-07 11:49:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2366.60 total_reward_ma:2073.15 loss:-0.004693 fps:1043 +frame:2.28e+06 wall_t:2185 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.014 +2026-01-07 11:49:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2375.90 total_reward_ma:2081.53 loss:-0.01035 fps:1043 +frame:2.29e+06 wall_t:2195 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.9391 +2026-01-07 11:50:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2435.85 total_reward_ma:2090.78 loss:-0.005123 fps:1043 +frame:2.30e+06 wall_t:2205 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.9471 +2026-01-07 11:50:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2394.15 total_reward_ma:2099.21 loss:-5.098e-05 fps:1044 +frame:2.31e+06 wall_t:2213 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.8888 +2026-01-07 11:50:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2501.55 total_reward_ma:2108.21 loss:-0.01043 fps:1043 +frame:2.32e+06 wall_t:2224 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.9301 +2026-01-07 11:50:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2484.00 total_reward_ma:2117.24 loss:-0.0125 fps:1043 +frame:2.33e+06 wall_t:2233 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.001 +2026-01-07 11:50:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2581.00 total_reward_ma:2126.99 loss:-0.007669 fps:1043 +frame:2.34e+06 wall_t:2243 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.012 +2026-01-07 11:50:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2612.15 total_reward_ma:2137.27 loss:-0.007209 fps:1043 +frame:2.35e+06 wall_t:2253 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.9522 +2026-01-07 11:51:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2612.15 total_reward_ma:2147.59 loss:-0.006542 fps:1043 +frame:2.36e+06 wall_t:2263 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.879 +2026-01-07 11:51:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2627.50 total_reward_ma:2158.11 loss:-0.009456 fps:1043 +frame:2.37e+06 wall_t:2273 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.8894 +2026-01-07 11:51:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2737.10 total_reward_ma:2169.50 loss:-0.01005 fps:1042 +frame:2.38e+06 wall_t:2283 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.948 +2026-01-07 11:51:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2801.30 total_reward_ma:2182.54 loss:-0.001875 fps:1043 +frame:2.39e+06 wall_t:2291 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.9519 +2026-01-07 11:51:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2836.50 total_reward_ma:2195.52 loss:0.002769 fps:1043 +frame:2.40e+06 wall_t:2301 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.9352 +2026-01-07 11:51:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2949.70 total_reward_ma:2209.96 loss:0.004553 fps:1043 +frame:2.41e+06 wall_t:2311 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.8274 +2026-01-07 11:52:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:2979.35 total_reward_ma:2224.76 loss:-0.002504 fps:1043 +frame:2.42e+06 wall_t:2320 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.9297 +2026-01-07 11:52:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3060.40 total_reward_ma:2240.39 loss:-0.008145 fps:1043 +frame:2.43e+06 wall_t:2330 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.9392 +2026-01-07 11:52:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3069.95 total_reward_ma:2255.81 loss:-0.002833 fps:1043 +frame:2.44e+06 wall_t:2340 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.8552 +2026-01-07 11:52:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3057.80 total_reward_ma:2271.21 loss:-0.001676 fps:1043 +frame:2.45e+06 wall_t:2349 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.971 +2026-01-07 11:52:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3098.75 total_reward_ma:2287.10 loss:-0.01507 fps:1043 +frame:2.46e+06 wall_t:2359 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.9202 +2026-01-07 11:52:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3114.75 total_reward_ma:2303.12 loss:-0.008732 fps:1043 +frame:2.47e+06 wall_t:2369 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.9219 +2026-01-07 11:53:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3048.75 total_reward_ma:2318.49 loss:-0.002565 fps:1043 +frame:2.48e+06 wall_t:2378 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.9303 +2026-01-07 11:53:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3121.00 total_reward_ma:2334.69 loss:-0.005729 fps:1043 +frame:2.49e+06 wall_t:2388 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.8634 +2026-01-07 11:53:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3191.35 total_reward_ma:2351.46 loss:-0.006817 fps:1043 +frame:2.50e+06 wall_t:2397 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.9738 +2026-01-07 11:53:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3228.00 total_reward_ma:2368.47 loss:-0.008064 fps:1043 +frame:2.51e+06 wall_t:2407 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.9543 +2026-01-07 11:53:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3301.95 total_reward_ma:2386.33 loss:-0.004707 fps:1043 +frame:2.52e+06 wall_t:2417 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.9346 +2026-01-07 11:53:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3413.50 total_reward_ma:2404.77 loss:-0.01329 fps:1042 +frame:2.53e+06 wall_t:2427 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.008 +2026-01-07 11:54:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3432.40 total_reward_ma:2423.21 loss:-0.01356 fps:1042 +frame:2.54e+06 wall_t:2437 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.057 +2026-01-07 11:54:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3476.70 total_reward_ma:2442.34 loss:-0.01421 fps:1043 +frame:2.55e+06 wall_t:2446 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.046 +2026-01-07 11:54:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3491.95 total_reward_ma:2460.98 loss:-0.01576 fps:1042 +frame:2.56e+06 wall_t:2456 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.033 +2026-01-07 11:54:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3448.65 total_reward_ma:2479.20 loss:-0.006915 fps:1043 +frame:2.57e+06 wall_t:2465 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.01 +2026-01-07 11:54:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3553.90 total_reward_ma:2498.25 loss:-0.01131 fps:1043 +frame:2.58e+06 wall_t:2474 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.9711 +2026-01-07 11:54:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3536.00 total_reward_ma:2517.12 loss:-0.01073 fps:1043 +frame:2.59e+06 wall_t:2484 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.9375 +2026-01-07 11:54:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3655.80 total_reward_ma:2536.80 loss:-0.007844 fps:1043 +frame:2.60e+06 wall_t:2493 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9524 +2026-01-07 11:55:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3693.05 total_reward_ma:2555.99 loss:-0.01009 fps:1043 +frame:2.61e+06 wall_t:2503 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.9714 +2026-01-07 11:55:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3697.65 total_reward_ma:2575.25 loss:-0.01094 fps:1043 +frame:2.62e+06 wall_t:2512 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9588 +2026-01-07 11:55:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3697.50 total_reward_ma:2593.97 loss:-0.009386 fps:1043 +frame:2.63e+06 wall_t:2522 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.9405 +2026-01-07 11:55:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3714.95 total_reward_ma:2612.39 loss:-0.009252 fps:1043 +frame:2.64e+06 wall_t:2532 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9792 +2026-01-07 11:55:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3620.55 total_reward_ma:2629.76 loss:-0.004904 fps:1043 +frame:2.65e+06 wall_t:2541 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.9473 +2026-01-07 11:55:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3689.60 total_reward_ma:2647.59 loss:-0.003271 fps:1043 +frame:2.66e+06 wall_t:2550 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.9609 +2026-01-07 11:56:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3675.20 total_reward_ma:2665.28 loss:-0.01148 fps:1043 +frame:2.67e+06 wall_t:2561 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.9249 +2026-01-07 11:56:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3574.65 total_reward_ma:2681.84 loss:-0.001805 fps:1042 +frame:2.68e+06 wall_t:2571 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9401 +2026-01-07 11:56:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3464.20 total_reward_ma:2696.56 loss:-0.006784 fps:1042 +frame:2.69e+06 wall_t:2581 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.8904 +2026-01-07 11:56:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3404.45 total_reward_ma:2709.68 loss:-0.00617 fps:1042 +frame:2.70e+06 wall_t:2591 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.9123 +2026-01-07 11:56:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3399.80 total_reward_ma:2722.98 loss:-0.007578 fps:1042 +frame:2.71e+06 wall_t:2601 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.9328 +2026-01-07 11:56:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3333.25 total_reward_ma:2734.92 loss:-0.01035 fps:1042 +frame:2.72e+06 wall_t:2611 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.8697 +2026-01-07 11:57:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3322.50 total_reward_ma:2746.95 loss:-0.01055 fps:1042 +frame:2.73e+06 wall_t:2621 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.8612 +2026-01-07 11:57:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3262.05 total_reward_ma:2758.20 loss:-1.424e-05 fps:1042 +frame:2.74e+06 wall_t:2629 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8776 +2026-01-07 11:57:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3362.75 total_reward_ma:2769.58 loss:-0.003717 fps:1042 +frame:2.75e+06 wall_t:2640 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.9352 +2026-01-07 11:57:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3376.45 total_reward_ma:2781.31 loss:-0.005182 fps:1041 +frame:2.76e+06 wall_t:2651 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.9732 +2026-01-07 11:57:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3411.35 total_reward_ma:2793.74 loss:0.007016 fps:1041 +frame:2.77e+06 wall_t:2661 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.9505 +2026-01-07 11:57:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3388.40 total_reward_ma:2804.81 loss:-0.002045 fps:1041 +frame:2.78e+06 wall_t:2671 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.9175 +2026-01-07 11:58:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3435.20 total_reward_ma:2815.86 loss:0.001447 fps:1041 +frame:2.79e+06 wall_t:2681 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.8899 +2026-01-07 11:58:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3415.25 total_reward_ma:2826.31 loss:-0.002678 fps:1041 +frame:2.80e+06 wall_t:2691 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.002 +2026-01-07 11:58:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3358.90 total_reward_ma:2835.85 loss:-0.00343 fps:1040 +frame:2.81e+06 wall_t:2701 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.9456 +2026-01-07 11:58:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3358.90 total_reward_ma:2844.93 loss:-0.0003672 fps:1041 +frame:2.82e+06 wall_t:2710 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.9221 +2026-01-07 11:58:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3319.20 total_reward_ma:2853.20 loss:-0.006439 fps:1040 +frame:2.83e+06 wall_t:2721 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.891 +2026-01-07 11:58:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3364.75 total_reward_ma:2861.62 loss:0.0003482 fps:1040 +frame:2.84e+06 wall_t:2731 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.8766 +2026-01-07 11:59:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3533.50 total_reward_ma:2871.97 loss:-0.006798 fps:1040 +frame:2.85e+06 wall_t:2741 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.9251 +2026-01-07 11:59:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3553.25 total_reward_ma:2882.97 loss:-0.008994 fps:1040 +frame:2.86e+06 wall_t:2751 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.8649 +2026-01-07 11:59:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3474.65 total_reward_ma:2893.48 loss:-0.008174 fps:1039 +frame:2.87e+06 wall_t:2761 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.8924 +2026-01-07 11:59:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3385.20 total_reward_ma:2903.06 loss:0.0007931 fps:1039 +frame:2.88e+06 wall_t:2771 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.9217 +2026-01-07 11:59:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3327.50 total_reward_ma:2912.15 loss:-0.008743 fps:1039 +frame:2.89e+06 wall_t:2781 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.9498 +2026-01-07 11:59:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3264.75 total_reward_ma:2920.53 loss:-0.006644 fps:1039 +frame:2.90e+06 wall_t:2792 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8998 +2026-01-07 12:00:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3214.40 total_reward_ma:2928.53 loss:-0.02371 fps:1039 +frame:2.91e+06 wall_t:2801 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.004 +2026-01-07 12:00:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3330.00 total_reward_ma:2937.35 loss:0.004865 fps:1039 +frame:2.92e+06 wall_t:2811 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.8532 +2026-01-07 12:00:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3362.70 total_reward_ma:2946.73 loss:-0.007044 fps:1039 +frame:2.93e+06 wall_t:2821 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.8939 +2026-01-07 12:00:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3295.55 total_reward_ma:2956.00 loss:-0.009468 fps:1039 +frame:2.94e+06 wall_t:2831 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.9068 +2026-01-07 12:00:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3280.25 total_reward_ma:2964.99 loss:-0.002251 fps:1038 +frame:2.95e+06 wall_t:2842 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.9452 +2026-01-07 12:00:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3279.80 total_reward_ma:2974.19 loss:-0.008704 fps:1038 +frame:2.96e+06 wall_t:2851 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.8618 +2026-01-07 12:01:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3301.65 total_reward_ma:2983.40 loss:0.003684 fps:1038 +frame:2.97e+06 wall_t:2861 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.8165 +2026-01-07 12:01:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3263.85 total_reward_ma:2992.16 loss:0.002776 fps:1038 +frame:2.98e+06 wall_t:2871 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.7974 +2026-01-07 12:01:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3251.30 total_reward_ma:3001.24 loss:-0.006095 fps:1038 +frame:2.99e+06 wall_t:2880 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.8413 +2026-01-07 12:01:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3291.90 total_reward_ma:3011.20 loss:-0.007321 fps:1038 +frame:3.00e+06 wall_t:2890 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.8422 +2026-01-07 12:01:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3341.05 total_reward_ma:3020.88 loss:-0.00486 fps:1038 +frame:3.01e+06 wall_t:2899 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8339 +2026-01-07 12:01:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3309.50 total_reward_ma:3029.52 loss:-0.004797 fps:1038 +frame:3.02e+06 wall_t:2909 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.8129 +2026-01-07 12:02:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3199.15 total_reward_ma:3037.27 loss:-0.005677 fps:1038 +frame:3.03e+06 wall_t:2919 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.8475 +2026-01-07 12:02:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3171.15 total_reward_ma:3044.94 loss:-0.005663 fps:1038 +frame:3.04e+06 wall_t:2929 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.8348 +2026-01-07 12:02:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3168.45 total_reward_ma:3052.93 loss:-0.001196 fps:1038 +frame:3.05e+06 wall_t:2939 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.8858 +2026-01-07 12:02:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3143.20 total_reward_ma:3061.03 loss:-0.01184 fps:1038 +frame:3.06e+06 wall_t:2949 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.875 +2026-01-07 12:02:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3071.10 total_reward_ma:3068.18 loss:-0.0009249 fps:1038 +frame:3.07e+06 wall_t:2959 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.841 +2026-01-07 12:02:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3022.40 total_reward_ma:3075.25 loss:-0.003012 fps:1038 +frame:3.08e+06 wall_t:2967 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.744 +2026-01-07 12:03:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3151.25 total_reward_ma:3082.97 loss:-0.004861 fps:1038 +frame:3.09e+06 wall_t:2977 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.7937 +2026-01-07 12:03:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3134.35 total_reward_ma:3090.74 loss:-0.004632 fps:1038 +frame:3.10e+06 wall_t:2987 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.8888 +2026-01-07 12:03:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3097.90 total_reward_ma:3098.29 loss:0.004586 fps:1038 +frame:3.11e+06 wall_t:2997 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.8864 +2026-01-07 12:03:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3079.40 total_reward_ma:3105.19 loss:0.008209 fps:1038 +frame:3.12e+06 wall_t:3007 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.8458 +2026-01-07 12:03:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3082.75 total_reward_ma:3111.91 loss:-0.003931 fps:1037 +frame:3.13e+06 wall_t:3017 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.8337 +2026-01-07 12:03:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3118.60 total_reward_ma:3118.70 loss:-0.006843 fps:1037 +frame:3.14e+06 wall_t:3027 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.8443 +2026-01-07 12:04:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3187.90 total_reward_ma:3126.15 loss:-0.007596 fps:1037 +frame:3.15e+06 wall_t:3037 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8946 +2026-01-07 12:04:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3115.40 total_reward_ma:3132.71 loss:0.006071 fps:1037 +frame:3.16e+06 wall_t:3046 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.926 +2026-01-07 12:04:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3078.60 total_reward_ma:3138.50 loss:-0.006411 fps:1037 +frame:3.17e+06 wall_t:3056 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8785 +2026-01-07 12:04:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3029.90 total_reward_ma:3143.93 loss:-0.01384 fps:1037 +frame:3.18e+06 wall_t:3066 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.8726 +2026-01-07 12:04:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3077.45 total_reward_ma:3149.64 loss:0.008882 fps:1037 +frame:3.19e+06 wall_t:3075 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.8595 +2026-01-07 12:04:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3119.95 total_reward_ma:3156.06 loss:0.02229 fps:1037 +frame:3.20e+06 wall_t:3085 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.8723 +2026-01-07 12:04:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3166.15 total_reward_ma:3161.95 loss:-0.00248 fps:1037 +frame:3.21e+06 wall_t:3096 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.8286 +2026-01-07 12:05:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3162.15 total_reward_ma:3167.71 loss:0.001863 fps:1037 +frame:3.22e+06 wall_t:3105 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.8052 +2026-01-07 12:05:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3244.30 total_reward_ma:3174.76 loss:-0.004114 fps:1037 +frame:3.23e+06 wall_t:3116 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.8639 +2026-01-07 12:05:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3260.50 total_reward_ma:3182.24 loss:0.001379 fps:1036 +frame:3.24e+06 wall_t:3126 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.8595 +2026-01-07 12:05:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3248.10 total_reward_ma:3189.60 loss:-7.455e-05 fps:1037 +frame:3.25e+06 wall_t:3135 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.7527 +2026-01-07 12:05:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3225.25 total_reward_ma:3197.36 loss:0.01763 fps:1037 +frame:3.26e+06 wall_t:3145 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.853 +2026-01-07 12:05:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3366.65 total_reward_ma:3207.20 loss:0.003666 fps:1036 +frame:3.27e+06 wall_t:3156 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.8282 +2026-01-07 12:06:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3363.10 total_reward_ma:3217.16 loss:-0.009596 fps:1036 +frame:3.28e+06 wall_t:3166 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.8415 +2026-01-07 12:06:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3368.40 total_reward_ma:3227.09 loss:0.004423 fps:1036 +frame:3.29e+06 wall_t:3176 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.7507 +2026-01-07 12:06:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3412.50 total_reward_ma:3236.85 loss:-0.002745 fps:1036 +frame:3.30e+06 wall_t:3186 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.8375 +2026-01-07 12:06:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3432.35 total_reward_ma:3247.24 loss:0.0159 fps:1036 +frame:3.31e+06 wall_t:3196 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.856 +2026-01-07 12:06:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3479.05 total_reward_ma:3257.01 loss:0.002525 fps:1035 +frame:3.32e+06 wall_t:3207 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.9146 +2026-01-07 12:06:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3574.20 total_reward_ma:3267.91 loss:0.008012 fps:1036 +frame:3.33e+06 wall_t:3215 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.914 +2026-01-07 12:07:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3632.10 total_reward_ma:3278.42 loss:-0.01383 fps:1036 +frame:3.34e+06 wall_t:3225 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.932 +2026-01-07 12:07:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3652.90 total_reward_ma:3288.83 loss:0.01123 fps:1036 +frame:3.35e+06 wall_t:3235 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.8486 +2026-01-07 12:07:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3704.20 total_reward_ma:3299.75 loss:-0.0007312 fps:1035 +frame:3.36e+06 wall_t:3245 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.8618 +2026-01-07 12:07:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3690.50 total_reward_ma:3310.38 loss:-0.003838 fps:1035 +frame:3.37e+06 wall_t:3255 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.8409 +2026-01-07 12:07:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3621.50 total_reward_ma:3319.23 loss:-0.00901 fps:1035 +frame:3.38e+06 wall_t:3265 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.8564 +2026-01-07 12:07:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3659.15 total_reward_ma:3327.80 loss:-0.006321 fps:1035 +frame:3.39e+06 wall_t:3275 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.8145 +2026-01-07 12:08:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3622.60 total_reward_ma:3335.67 loss:4.624e-05 fps:1035 +frame:3.40e+06 wall_t:3286 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.7952 +2026-01-07 12:08:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3655.50 total_reward_ma:3342.72 loss:-0.0037 fps:1035 +frame:3.41e+06 wall_t:3295 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.9015 +2026-01-07 12:08:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3613.00 total_reward_ma:3349.06 loss:0.004247 fps:1035 +frame:3.42e+06 wall_t:3305 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.7829 +2026-01-07 12:08:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3734.45 total_reward_ma:3355.80 loss:-0.007022 fps:1035 +frame:3.43e+06 wall_t:3315 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.8411 +2026-01-07 12:08:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3740.20 total_reward_ma:3362.50 loss:-0.002671 fps:1035 +frame:3.44e+06 wall_t:3325 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.828 +2026-01-07 12:08:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3854.90 total_reward_ma:3370.47 loss:-0.009229 fps:1034 +frame:3.45e+06 wall_t:3335 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.803 +2026-01-07 12:09:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3917.10 total_reward_ma:3378.66 loss:0.0003531 fps:1034 +frame:3.46e+06 wall_t:3346 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.7907 +2026-01-07 12:09:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:3938.20 total_reward_ma:3386.89 loss:0.00706 fps:1034 +frame:3.47e+06 wall_t:3356 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.8367 +2026-01-07 12:09:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4037.75 total_reward_ma:3396.78 loss:-0.008477 fps:1034 +frame:3.48e+06 wall_t:3366 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.8662 +2026-01-07 12:09:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4072.35 total_reward_ma:3406.30 loss:0.00604 fps:1034 +frame:3.49e+06 wall_t:3376 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.8598 +2026-01-07 12:09:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4158.15 total_reward_ma:3415.96 loss:0.004398 fps:1034 +frame:3.50e+06 wall_t:3385 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.8923 +2026-01-07 12:09:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4162.00 total_reward_ma:3425.30 loss:-0.01326 fps:1034 +frame:3.51e+06 wall_t:3395 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9513 +2026-01-07 12:10:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4089.65 total_reward_ma:3433.18 loss:-0.006119 fps:1034 +frame:3.52e+06 wall_t:3405 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.91 +2026-01-07 12:10:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4165.80 total_reward_ma:3440.70 loss:-0.003719 fps:1034 +frame:3.53e+06 wall_t:3415 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.896 +2026-01-07 12:10:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4171.60 total_reward_ma:3448.10 loss:-0.006022 fps:1034 +frame:3.54e+06 wall_t:3425 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.8288 +2026-01-07 12:10:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4149.25 total_reward_ma:3454.82 loss:-0.009983 fps:1033 +frame:3.55e+06 wall_t:3436 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.7664 +2026-01-07 12:10:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4129.70 total_reward_ma:3461.20 loss:0.001581 fps:1033 +frame:3.56e+06 wall_t:3446 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.8513 +2026-01-07 12:10:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4312.65 total_reward_ma:3469.84 loss:-0.004264 fps:1033 +frame:3.57e+06 wall_t:3456 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.8233 +2026-01-07 12:11:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4438.45 total_reward_ma:3478.68 loss:-0.003319 fps:1033 +frame:3.58e+06 wall_t:3466 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.7652 +2026-01-07 12:11:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4438.45 total_reward_ma:3487.71 loss:-0.004089 fps:1033 +frame:3.59e+06 wall_t:3475 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.7918 +2026-01-07 12:11:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4428.90 total_reward_ma:3495.44 loss:0.006682 fps:1033 +frame:3.60e+06 wall_t:3485 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.8062 +2026-01-07 12:11:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4442.50 total_reward_ma:3502.93 loss:-0.0065 fps:1033 +frame:3.61e+06 wall_t:3495 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.7968 +2026-01-07 12:11:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4442.50 total_reward_ma:3510.38 loss:-0.006208 fps:1033 +frame:3.62e+06 wall_t:3505 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.808 +2026-01-07 12:11:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4515.80 total_reward_ma:3518.57 loss:0.0251 fps:1032 +frame:3.63e+06 wall_t:3516 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8293 +2026-01-07 12:12:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4551.45 total_reward_ma:3526.93 loss:0.006681 fps:1032 +frame:3.64e+06 wall_t:3526 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8023 +2026-01-07 12:12:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4561.45 total_reward_ma:3536.34 loss:-0.004934 fps:1032 +frame:3.65e+06 wall_t:3536 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.8408 +2026-01-07 12:12:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4536.45 total_reward_ma:3544.81 loss:-0.0001134 fps:1032 +frame:3.66e+06 wall_t:3546 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.7871 +2026-01-07 12:12:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4548.65 total_reward_ma:3553.54 loss:-0.005628 fps:1032 +frame:3.67e+06 wall_t:3555 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.7841 +2026-01-07 12:12:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4525.60 total_reward_ma:3563.05 loss:-0.009218 fps:1033 +frame:3.68e+06 wall_t:3564 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.7915 +2026-01-07 12:12:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4525.30 total_reward_ma:3573.66 loss:-0.004886 fps:1032 +frame:3.69e+06 wall_t:3574 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.6996 +2026-01-07 12:13:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4548.85 total_reward_ma:3585.11 loss:0.002087 fps:1033 +frame:3.70e+06 wall_t:3583 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.7787 +2026-01-07 12:13:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4677.45 total_reward_ma:3597.88 loss:0.0006865 fps:1033 +frame:3.71e+06 wall_t:3593 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.7594 +2026-01-07 12:13:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4688.55 total_reward_ma:3611.44 loss:0.00907 fps:1032 +frame:3.72e+06 wall_t:3603 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.7542 +2026-01-07 12:13:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4796.15 total_reward_ma:3626.17 loss:-0.004927 fps:1033 +frame:3.73e+06 wall_t:3612 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.7902 +2026-01-07 12:13:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4772.25 total_reward_ma:3641.28 loss:0.007967 fps:1033 +frame:3.74e+06 wall_t:3622 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.6724 +2026-01-07 12:13:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4811.20 total_reward_ma:3655.76 loss:0.0103 fps:1033 +frame:3.75e+06 wall_t:3631 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.7924 +2026-01-07 12:14:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4789.65 total_reward_ma:3669.89 loss:-0.006345 fps:1033 +frame:3.76e+06 wall_t:3640 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.7788 +2026-01-07 12:14:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4785.70 total_reward_ma:3683.63 loss:0.001535 fps:1033 +frame:3.77e+06 wall_t:3650 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.7769 +2026-01-07 12:14:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4871.35 total_reward_ma:3698.46 loss:-0.009501 fps:1033 +frame:3.78e+06 wall_t:3660 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.7888 +2026-01-07 12:14:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4889.50 total_reward_ma:3713.01 loss:-0.0003333 fps:1033 +frame:3.79e+06 wall_t:3670 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.7632 +2026-01-07 12:14:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4811.85 total_reward_ma:3726.97 loss:0.005 fps:1033 +frame:3.80e+06 wall_t:3679 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.7754 +2026-01-07 12:14:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4849.15 total_reward_ma:3741.88 loss:-0.006145 fps:1033 +frame:3.81e+06 wall_t:3688 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.8626 +2026-01-07 12:15:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4842.60 total_reward_ma:3756.71 loss:-0.002775 fps:1033 +frame:3.82e+06 wall_t:3698 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.7773 +2026-01-07 12:15:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4832.45 total_reward_ma:3771.85 loss:-0.007695 fps:1033 +frame:3.83e+06 wall_t:3708 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.8646 +2026-01-07 12:15:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4839.15 total_reward_ma:3786.59 loss:-0.005339 fps:1033 +frame:3.84e+06 wall_t:3717 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.7544 +2026-01-07 12:15:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4793.20 total_reward_ma:3799.19 loss:0.004373 fps:1033 +frame:3.85e+06 wall_t:3726 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.7441 +2026-01-07 12:15:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4781.05 total_reward_ma:3811.46 loss:0.004598 fps:1033 +frame:3.86e+06 wall_t:3736 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.8298 +2026-01-07 12:15:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4956.15 total_reward_ma:3826.28 loss:-0.00476 fps:1033 +frame:3.87e+06 wall_t:3745 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.8592 +2026-01-07 12:15:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4977.25 total_reward_ma:3842.20 loss:0.000187 fps:1034 +frame:3.88e+06 wall_t:3754 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.7678 +2026-01-07 12:16:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4972.25 total_reward_ma:3858.65 loss:0.002314 fps:1033 +frame:3.89e+06 wall_t:3764 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.7408 +2026-01-07 12:16:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5030.05 total_reward_ma:3876.30 loss:0.001433 fps:1034 +frame:3.90e+06 wall_t:3773 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.8126 +2026-01-07 12:16:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5072.00 total_reward_ma:3894.88 loss:-0.003113 fps:1034 +frame:3.91e+06 wall_t:3783 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.8467 +2026-01-07 12:16:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5008.15 total_reward_ma:3911.66 loss:-0.009773 fps:1033 +frame:3.92e+06 wall_t:3793 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.8986 +2026-01-07 12:16:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4973.65 total_reward_ma:3927.77 loss:-0.004445 fps:1034 +frame:3.93e+06 wall_t:3802 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.8958 +2026-01-07 12:16:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4979.45 total_reward_ma:3944.61 loss:-0.002462 fps:1034 +frame:3.94e+06 wall_t:3812 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.7992 +2026-01-07 12:17:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4991.00 total_reward_ma:3961.71 loss:-0.003075 fps:1033 +frame:3.95e+06 wall_t:3822 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.9273 +2026-01-07 12:17:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5001.35 total_reward_ma:3978.93 loss:-0.01422 fps:1033 +frame:3.96e+06 wall_t:3832 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.8418 +2026-01-07 12:17:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5001.35 total_reward_ma:3995.93 loss:0.009264 fps:1033 +frame:3.97e+06 wall_t:3842 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.8084 +2026-01-07 12:17:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4960.85 total_reward_ma:4012.90 loss:0.001313 fps:1033 +frame:3.98e+06 wall_t:3851 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.8655 +2026-01-07 12:17:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4959.60 total_reward_ma:4029.98 loss:0.007033 fps:1033 +frame:3.99e+06 wall_t:3861 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.8528 +2026-01-07 12:17:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5015.70 total_reward_ma:4047.22 loss:0.002715 fps:1033 +frame:4.00e+06 wall_t:3871 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.8978 +2026-01-07 12:18:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5009.80 total_reward_ma:4063.90 loss:0.006784 fps:1033 +frame:4.01e+06 wall_t:3881 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.8354 +2026-01-07 12:18:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5112.85 total_reward_ma:4081.94 loss:0.0007583 fps:1033 +frame:4.02e+06 wall_t:3891 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.8851 +2026-01-07 12:18:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5133.35 total_reward_ma:4101.28 loss:-0.003657 fps:1033 +frame:4.03e+06 wall_t:3901 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.8644 +2026-01-07 12:18:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5133.35 total_reward_ma:4120.90 loss:0.0002372 fps:1033 +frame:4.04e+06 wall_t:3911 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.8562 +2026-01-07 12:18:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5277.70 total_reward_ma:4141.99 loss:0.002604 fps:1033 +frame:4.05e+06 wall_t:3921 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.9034 +2026-01-07 12:18:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5275.65 total_reward_ma:4163.32 loss:-0.01361 fps:1033 +frame:4.06e+06 wall_t:3932 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.9033 +2026-01-07 12:19:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5173.10 total_reward_ma:4184.34 loss:0.01186 fps:1032 +frame:4.07e+06 wall_t:3942 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.8526 +2026-01-07 12:19:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5130.05 total_reward_ma:4205.42 loss:-0.002353 fps:1032 +frame:4.08e+06 wall_t:3952 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8425 +2026-01-07 12:19:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5130.05 total_reward_ma:4225.20 loss:-0.002684 fps:1032 +frame:4.09e+06 wall_t:3962 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8934 +2026-01-07 12:19:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5249.80 total_reward_ma:4246.36 loss:0.007728 fps:1032 +frame:4.10e+06 wall_t:3971 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.7473 +2026-01-07 12:19:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5232.15 total_reward_ma:4267.70 loss:-0.004045 fps:1032 +frame:4.11e+06 wall_t:3981 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.8241 +2026-01-07 12:19:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5295.20 total_reward_ma:4289.86 loss:-0.007274 fps:1032 +frame:4.12e+06 wall_t:3991 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.7857 +2026-01-07 12:20:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5303.25 total_reward_ma:4312.06 loss:0.006648 fps:1032 +frame:4.13e+06 wall_t:4001 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.7882 +2026-01-07 12:20:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5256.85 total_reward_ma:4333.45 loss:0.013 fps:1032 +frame:4.14e+06 wall_t:4011 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.8074 +2026-01-07 12:20:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5264.65 total_reward_ma:4354.21 loss:0.0009784 fps:1032 +frame:4.15e+06 wall_t:4021 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.7219 +2026-01-07 12:20:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5264.65 total_reward_ma:4375.71 loss:0.007406 fps:1032 +frame:4.16e+06 wall_t:4032 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.797 +2026-01-07 12:20:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5196.40 total_reward_ma:4396.88 loss:-0.004467 fps:1032 +frame:4.17e+06 wall_t:4042 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.8587 +2026-01-07 12:20:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5155.40 total_reward_ma:4418.14 loss:-0.009972 fps:1032 +frame:4.18e+06 wall_t:4052 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.8673 +2026-01-07 12:21:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5183.05 total_reward_ma:4439.20 loss:-0.001749 fps:1032 +frame:4.19e+06 wall_t:4061 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.758 +2026-01-07 12:21:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5205.95 total_reward_ma:4460.06 loss:-0.005728 fps:1032 +frame:4.20e+06 wall_t:4071 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.7803 +2026-01-07 12:21:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5249.40 total_reward_ma:4480.89 loss:0.01112 fps:1032 +frame:4.21e+06 wall_t:4081 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.8282 +2026-01-07 12:21:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5222.70 total_reward_ma:4501.49 loss:-0.01207 fps:1031 +frame:4.22e+06 wall_t:4092 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.8714 +2026-01-07 12:21:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5204.30 total_reward_ma:4521.09 loss:0.001952 fps:1031 +frame:4.23e+06 wall_t:4102 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.7795 +2026-01-07 12:21:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5200.10 total_reward_ma:4540.49 loss:0.005402 fps:1031 +frame:4.24e+06 wall_t:4112 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.7988 +2026-01-07 12:22:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5091.55 total_reward_ma:4558.92 loss:-0.007432 fps:1031 +frame:4.25e+06 wall_t:4122 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.8385 +2026-01-07 12:22:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5060.25 total_reward_ma:4577.27 loss:0.006093 fps:1031 +frame:4.26e+06 wall_t:4132 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.7796 +2026-01-07 12:22:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5074.75 total_reward_ma:4594.35 loss:-0.002375 fps:1031 +frame:4.27e+06 wall_t:4141 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.7864 +2026-01-07 12:22:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5127.85 total_reward_ma:4612.00 loss:0.004555 fps:1031 +frame:4.28e+06 wall_t:4151 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.8347 +2026-01-07 12:22:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5108.20 total_reward_ma:4629.40 loss:0.003516 fps:1031 +frame:4.29e+06 wall_t:4161 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.7951 +2026-01-07 12:22:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5135.25 total_reward_ma:4646.63 loss:-0.004763 fps:1031 +frame:4.30e+06 wall_t:4171 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.7487 +2026-01-07 12:23:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5202.55 total_reward_ma:4664.33 loss:-0.01013 fps:1031 +frame:4.31e+06 wall_t:4181 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.804 +2026-01-07 12:23:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5229.90 total_reward_ma:4681.84 loss:0.006417 fps:1031 +frame:4.32e+06 wall_t:4191 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.7232 +2026-01-07 12:23:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5229.75 total_reward_ma:4698.39 loss:0.00781 fps:1031 +frame:4.33e+06 wall_t:4201 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.7701 +2026-01-07 12:23:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5267.75 total_reward_ma:4714.75 loss:0.0033 fps:1031 +frame:4.34e+06 wall_t:4211 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.7971 +2026-01-07 12:23:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5100.45 total_reward_ma:4729.23 loss:0.006223 fps:1030 +frame:4.35e+06 wall_t:4222 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.728 +2026-01-07 12:23:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5133.45 total_reward_ma:4743.52 loss:0.01046 fps:1030 +frame:4.36e+06 wall_t:4231 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.8069 +2026-01-07 12:24:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4894.25 total_reward_ma:4755.56 loss:-0.006603 fps:1030 +frame:4.37e+06 wall_t:4241 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.78 +2026-01-07 12:24:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4924.60 total_reward_ma:4768.59 loss:-0.01265 fps:1030 +frame:4.38e+06 wall_t:4251 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.8345 +2026-01-07 12:24:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4873.75 total_reward_ma:4780.73 loss:-0.003268 fps:1030 +frame:4.39e+06 wall_t:4261 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.8187 +2026-01-07 12:24:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4891.30 total_reward_ma:4793.42 loss:-0.009668 fps:1030 +frame:4.40e+06 wall_t:4271 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.804 +2026-01-07 12:24:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4916.65 total_reward_ma:4806.03 loss:0.003799 fps:1030 +frame:4.41e+06 wall_t:4281 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.7903 +2026-01-07 12:24:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4916.65 total_reward_ma:4819.07 loss:0.004072 fps:1030 +frame:4.42e+06 wall_t:4291 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.7653 +2026-01-07 12:25:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4945.30 total_reward_ma:4831.18 loss:0.005595 fps:1030 +frame:4.43e+06 wall_t:4302 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.7466 +2026-01-07 12:25:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4949.80 total_reward_ma:4843.27 loss:-0.0008452 fps:1030 +frame:4.44e+06 wall_t:4310 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.8357 +2026-01-07 12:25:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5033.60 total_reward_ma:4855.06 loss:-0.0005294 fps:1030 +frame:4.45e+06 wall_t:4320 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.8267 +2026-01-07 12:25:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5077.35 total_reward_ma:4866.66 loss:-0.00466 fps:1030 +frame:4.46e+06 wall_t:4329 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.8378 +2026-01-07 12:25:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4957.05 total_reward_ma:4876.85 loss:-0.0002451 fps:1030 +frame:4.47e+06 wall_t:4339 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.7734 +2026-01-07 12:25:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4961.15 total_reward_ma:4886.08 loss:0.01468 fps:1030 +frame:4.48e+06 wall_t:4349 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.8205 +2026-01-07 12:26:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5006.95 total_reward_ma:4895.43 loss:0.0001701 fps:1030 +frame:4.49e+06 wall_t:4359 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.7533 +2026-01-07 12:26:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:4987.80 total_reward_ma:4903.73 loss:0.002492 fps:1030 +frame:4.50e+06 wall_t:4369 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.8213 +2026-01-07 12:26:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5104.10 total_reward_ma:4913.15 loss:5.84e-05 fps:1030 +frame:4.51e+06 wall_t:4378 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.8212 +2026-01-07 12:26:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5172.30 total_reward_ma:4923.97 loss:0.0004793 fps:1030 +frame:4.52e+06 wall_t:4388 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.7342 +2026-01-07 12:26:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5212.40 total_reward_ma:4934.44 loss:-0.01082 fps:1030 +frame:4.53e+06 wall_t:4397 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.7691 +2026-01-07 12:26:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5212.40 total_reward_ma:4944.85 loss:-0.004379 fps:1030 +frame:4.54e+06 wall_t:4406 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.8075 +2026-01-07 12:26:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5164.60 total_reward_ma:4955.00 loss:0.01271 fps:1030 +frame:4.55e+06 wall_t:4416 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.8691 +2026-01-07 12:27:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5097.50 total_reward_ma:4964.68 loss:-0.001869 fps:1030 +frame:4.56e+06 wall_t:4426 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8431 +2026-01-07 12:27:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5197.45 total_reward_ma:4973.53 loss:-0.002871 fps:1030 +frame:4.57e+06 wall_t:4435 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.8065 +2026-01-07 12:27:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5180.05 total_reward_ma:4980.94 loss:0.002063 fps:1030 +frame:4.58e+06 wall_t:4445 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.8109 +2026-01-07 12:27:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5186.05 total_reward_ma:4988.42 loss:-0.00924 fps:1031 +frame:4.59e+06 wall_t:4454 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.8131 +2026-01-07 12:27:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5229.50 total_reward_ma:4996.43 loss:-0.004533 fps:1030 +frame:4.60e+06 wall_t:4464 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.8066 +2026-01-07 12:27:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5246.90 total_reward_ma:5004.47 loss:-0.00319 fps:1031 +frame:4.61e+06 wall_t:4473 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.8046 +2026-01-07 12:28:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5243.00 total_reward_ma:5012.48 loss:0.004236 fps:1031 +frame:4.62e+06 wall_t:4482 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.7568 +2026-01-07 12:28:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5262.70 total_reward_ma:5019.94 loss:-0.003196 fps:1031 +frame:4.63e+06 wall_t:4492 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.7898 +2026-01-07 12:28:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5285.65 total_reward_ma:5027.29 loss:0.004996 fps:1031 +frame:4.64e+06 wall_t:4501 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.7942 +2026-01-07 12:28:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5321.10 total_reward_ma:5034.88 loss:-0.008614 fps:1031 +frame:4.65e+06 wall_t:4511 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.8161 +2026-01-07 12:28:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5283.55 total_reward_ma:5042.35 loss:-0.01043 fps:1031 +frame:4.66e+06 wall_t:4520 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.8445 +2026-01-07 12:28:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5273.95 total_reward_ma:5049.61 loss:-0.002939 fps:1031 +frame:4.67e+06 wall_t:4529 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.7448 +2026-01-07 12:29:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5320.60 total_reward_ma:5057.56 loss:0.0009431 fps:1031 +frame:4.68e+06 wall_t:4538 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.8024 +2026-01-07 12:29:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5400.05 total_reward_ma:5066.30 loss:0.005253 fps:1031 +frame:4.69e+06 wall_t:4548 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.8253 +2026-01-07 12:29:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5451.75 total_reward_ma:5075.33 loss:0.001258 fps:1032 +frame:4.70e+06 wall_t:4556 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.8387 +2026-01-07 12:29:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5456.25 total_reward_ma:5083.12 loss:0.0003301 fps:1032 +frame:4.71e+06 wall_t:4565 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.7915 +2026-01-07 12:29:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5421.70 total_reward_ma:5090.45 loss:-0.01021 fps:1032 +frame:4.72e+06 wall_t:4575 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.8373 +2026-01-07 12:29:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5407.40 total_reward_ma:5096.56 loss:-0.01223 fps:1032 +frame:4.73e+06 wall_t:4584 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.8156 +2026-01-07 12:29:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5448.70 total_reward_ma:5103.33 loss:-0.005386 fps:1032 +frame:4.74e+06 wall_t:4593 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.8723 +2026-01-07 12:30:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5484.50 total_reward_ma:5110.06 loss:0.002432 fps:1032 +frame:4.75e+06 wall_t:4603 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.8067 +2026-01-07 12:30:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5498.25 total_reward_ma:5117.15 loss:-0.001427 fps:1032 +frame:4.76e+06 wall_t:4612 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.8171 +2026-01-07 12:30:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5600.70 total_reward_ma:5125.30 loss:0.0003316 fps:1032 +frame:4.77e+06 wall_t:4621 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.7894 +2026-01-07 12:30:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5654.55 total_reward_ma:5133.13 loss:-0.003463 fps:1033 +frame:4.78e+06 wall_t:4629 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.8296 +2026-01-07 12:30:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5724.00 total_reward_ma:5141.48 loss:0.009916 fps:1033 +frame:4.79e+06 wall_t:4639 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.8323 +2026-01-07 12:30:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5707.05 total_reward_ma:5150.43 loss:-0.002959 fps:1033 +frame:4.80e+06 wall_t:4648 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.7863 +2026-01-07 12:31:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5713.50 total_reward_ma:5159.07 loss:-0.003559 fps:1033 +frame:4.81e+06 wall_t:4657 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.8725 +2026-01-07 12:31:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5615.30 total_reward_ma:5166.80 loss:-0.00512 fps:1033 +frame:4.82e+06 wall_t:4666 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.7865 +2026-01-07 12:31:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5682.50 total_reward_ma:5175.30 loss:0.007483 fps:1033 +frame:4.83e+06 wall_t:4676 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.7898 +2026-01-07 12:31:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5722.40 total_reward_ma:5184.13 loss:0.0005373 fps:1033 +frame:4.84e+06 wall_t:4685 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.7922 +2026-01-07 12:31:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5771.45 total_reward_ma:5193.91 loss:-0.002424 fps:1033 +frame:4.85e+06 wall_t:4694 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8068 +2026-01-07 12:31:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5771.45 total_reward_ma:5203.82 loss:-0.00203 fps:1033 +frame:4.86e+06 wall_t:4703 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.7689 +2026-01-07 12:31:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5770.20 total_reward_ma:5211.96 loss:-0.004493 fps:1034 +frame:4.87e+06 wall_t:4711 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.8151 +2026-01-07 12:32:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5785.65 total_reward_ma:5220.04 loss:-0.01016 fps:1034 +frame:4.88e+06 wall_t:4721 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.8358 +2026-01-07 12:32:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5761.15 total_reward_ma:5227.93 loss:-0.01148 fps:1034 +frame:4.89e+06 wall_t:4730 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.812 +2026-01-07 12:32:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5739.25 total_reward_ma:5235.02 loss:-0.008459 fps:1034 +frame:4.90e+06 wall_t:4739 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.8719 +2026-01-07 12:32:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5810.05 total_reward_ma:5242.40 loss:-0.006846 fps:1034 +frame:4.91e+06 wall_t:4749 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.8165 +2026-01-07 12:32:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5822.10 total_reward_ma:5250.54 loss:0.0004224 fps:1034 +frame:4.92e+06 wall_t:4758 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.8793 +2026-01-07 12:32:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5880.30 total_reward_ma:5259.61 loss:0.002526 fps:1034 +frame:4.93e+06 wall_t:4767 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.7884 +2026-01-07 12:33:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5880.30 total_reward_ma:5268.62 loss:0.003325 fps:1034 +frame:4.94e+06 wall_t:4776 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7566 +2026-01-07 12:33:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5933.35 total_reward_ma:5278.04 loss:-0.00767 fps:1034 +frame:4.95e+06 wall_t:4785 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.7756 +2026-01-07 12:33:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6030.05 total_reward_ma:5288.33 loss:-0.009661 fps:1035 +frame:4.96e+06 wall_t:4794 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.8957 +2026-01-07 12:33:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6028.85 total_reward_ma:5298.60 loss:0.002146 fps:1035 +frame:4.97e+06 wall_t:4803 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.7838 +2026-01-07 12:33:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5984.20 total_reward_ma:5308.84 loss:-0.007135 fps:1035 +frame:4.98e+06 wall_t:4812 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.8465 +2026-01-07 12:33:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6012.25 total_reward_ma:5319.36 loss:-0.00457 fps:1035 +frame:4.99e+06 wall_t:4821 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.8292 +2026-01-07 12:33:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5946.00 total_reward_ma:5328.67 loss:0.02459 fps:1035 +frame:5.00e+06 wall_t:4830 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.7694 +2026-01-07 12:34:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5911.80 total_reward_ma:5337.69 loss:-0.01131 fps:1035 +frame:5.01e+06 wall_t:4839 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.8291 +2026-01-07 12:34:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5794.30 total_reward_ma:5344.50 loss:0.01264 fps:1035 +frame:5.02e+06 wall_t:4848 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.836 +2026-01-07 12:34:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5781.60 total_reward_ma:5350.98 loss:-0.008764 fps:1036 +frame:5.03e+06 wall_t:4857 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.8387 +2026-01-07 12:34:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5752.55 total_reward_ma:5357.18 loss:0.01126 fps:1036 +frame:5.04e+06 wall_t:4865 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.7669 +2026-01-07 12:34:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5726.60 total_reward_ma:5361.67 loss:0.008207 fps:1036 +frame:5.05e+06 wall_t:4874 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7198 +2026-01-07 12:34:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5664.80 total_reward_ma:5365.56 loss:-0.00211 fps:1036 +frame:5.06e+06 wall_t:4884 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.7892 +2026-01-07 12:34:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5793.35 total_reward_ma:5371.76 loss:0.001691 fps:1036 +frame:5.07e+06 wall_t:4893 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7862 +2026-01-07 12:35:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5816.75 total_reward_ma:5378.63 loss:0.0008229 fps:1036 +frame:5.08e+06 wall_t:4902 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.7714 +2026-01-07 12:35:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5816.75 total_reward_ma:5385.49 loss:0.008934 fps:1036 +frame:5.09e+06 wall_t:4911 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.778 +2026-01-07 12:35:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5902.25 total_reward_ma:5392.02 loss:0.00221 fps:1037 +frame:5.10e+06 wall_t:4920 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.7576 +2026-01-07 12:35:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:5966.40 total_reward_ma:5399.36 loss:0.001214 fps:1037 +frame:5.11e+06 wall_t:4929 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.7678 +2026-01-07 12:35:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6069.65 total_reward_ma:5407.10 loss:-0.01052 fps:1037 +frame:5.12e+06 wall_t:4937 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.6973 +2026-01-07 12:35:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6126.50 total_reward_ma:5415.34 loss:0.004418 fps:1037 +frame:5.13e+06 wall_t:4946 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.7354 +2026-01-07 12:35:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6221.90 total_reward_ma:5424.99 loss:0.007175 fps:1038 +frame:5.14e+06 wall_t:4954 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7204 +2026-01-07 12:36:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6172.20 total_reward_ma:5434.06 loss:0.005151 fps:1038 +frame:5.15e+06 wall_t:4963 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.8275 +2026-01-07 12:36:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6161.90 total_reward_ma:5443.03 loss:0.00832 fps:1038 +frame:5.16e+06 wall_t:4972 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.768 +2026-01-07 12:36:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6162.35 total_reward_ma:5452.69 loss:-0.003123 fps:1038 +frame:5.17e+06 wall_t:4981 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.7907 +2026-01-07 12:36:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6166.45 total_reward_ma:5462.81 loss:-0.007829 fps:1038 +frame:5.18e+06 wall_t:4990 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8354 +2026-01-07 12:36:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6085.40 total_reward_ma:5471.83 loss:0.002033 fps:1038 +frame:5.19e+06 wall_t:4999 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.7732 +2026-01-07 12:36:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6148.70 total_reward_ma:5481.26 loss:-0.003644 fps:1039 +frame:5.20e+06 wall_t:5007 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.759 +2026-01-07 12:36:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6189.90 total_reward_ma:5490.66 loss:-0.002339 fps:1039 +frame:5.21e+06 wall_t:5015 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.7774 +2026-01-07 12:37:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6233.10 total_reward_ma:5500.76 loss:1.139e-05 fps:1039 +frame:5.22e+06 wall_t:5024 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.7918 +2026-01-07 12:37:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6304.35 total_reward_ma:5511.77 loss:-0.005044 fps:1039 +frame:5.23e+06 wall_t:5033 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.715 +2026-01-07 12:37:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6315.45 total_reward_ma:5522.92 loss:0.01011 fps:1039 +frame:5.24e+06 wall_t:5042 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.7286 +2026-01-07 12:37:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6271.60 total_reward_ma:5534.72 loss:0.01095 fps:1039 +frame:5.25e+06 wall_t:5051 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.7582 +2026-01-07 12:37:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6245.30 total_reward_ma:5546.57 loss:0.01174 fps:1040 +frame:5.26e+06 wall_t:5060 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.7114 +2026-01-07 12:37:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6243.55 total_reward_ma:5558.26 loss:0.003911 fps:1040 +frame:5.27e+06 wall_t:5068 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7534 +2026-01-07 12:38:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6298.40 total_reward_ma:5569.96 loss:-0.005638 fps:1040 +frame:5.28e+06 wall_t:5077 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.7084 +2026-01-07 12:38:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6266.55 total_reward_ma:5581.55 loss:-0.006187 fps:1040 +frame:5.29e+06 wall_t:5086 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.7461 +2026-01-07 12:38:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6266.55 total_reward_ma:5592.86 loss:-0.002945 fps:1040 +frame:5.30e+06 wall_t:5094 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.7404 +2026-01-07 12:38:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6246.75 total_reward_ma:5603.30 loss:0.01831 fps:1041 +frame:5.31e+06 wall_t:5103 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.731 +2026-01-07 12:38:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6206.15 total_reward_ma:5613.06 loss:0.003521 fps:1041 +frame:5.32e+06 wall_t:5112 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.7516 +2026-01-07 12:38:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6287.30 total_reward_ma:5623.64 loss:-0.004025 fps:1041 +frame:5.33e+06 wall_t:5121 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.6921 +2026-01-07 12:38:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6326.50 total_reward_ma:5634.23 loss:-0.01089 fps:1041 +frame:5.34e+06 wall_t:5129 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7519 +2026-01-07 12:39:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6402.00 total_reward_ma:5647.24 loss:-0.0003033 fps:1041 +frame:5.35e+06 wall_t:5139 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.809 +2026-01-07 12:39:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6452.25 total_reward_ma:5660.43 loss:-0.001912 fps:1041 +frame:5.36e+06 wall_t:5147 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.8116 +2026-01-07 12:39:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6496.45 total_reward_ma:5676.45 loss:0.007267 fps:1042 +frame:5.37e+06 wall_t:5156 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7756 +2026-01-07 12:39:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6518.20 total_reward_ma:5692.39 loss:0.002509 fps:1042 +frame:5.38e+06 wall_t:5164 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.6988 +2026-01-07 12:39:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6518.20 total_reward_ma:5708.83 loss:0.00308 fps:1042 +frame:5.39e+06 wall_t:5173 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.6759 +2026-01-07 12:39:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6554.80 total_reward_ma:5725.47 loss:-0.004404 fps:1042 +frame:5.40e+06 wall_t:5182 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.7048 +2026-01-07 12:39:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6742.80 total_reward_ma:5743.73 loss:0.01733 fps:1042 +frame:5.41e+06 wall_t:5191 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.7177 +2026-01-07 12:40:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6857.85 total_reward_ma:5763.14 loss:0.003384 fps:1042 +frame:5.42e+06 wall_t:5200 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.8084 +2026-01-07 12:40:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6851.05 total_reward_ma:5782.20 loss:-0.00676 fps:1042 +frame:5.43e+06 wall_t:5209 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.7212 +2026-01-07 12:40:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6905.75 total_reward_ma:5801.76 loss:0.001534 fps:1043 +frame:5.44e+06 wall_t:5217 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.6911 +2026-01-07 12:40:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6925.05 total_reward_ma:5820.67 loss:-0.001585 fps:1043 +frame:5.45e+06 wall_t:5226 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.6953 +2026-01-07 12:40:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6988.00 total_reward_ma:5839.78 loss:0.0008349 fps:1043 +frame:5.46e+06 wall_t:5235 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.7536 +2026-01-07 12:40:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7028.45 total_reward_ma:5860.49 loss:0.01837 fps:1043 +frame:5.47e+06 wall_t:5243 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.6619 +2026-01-07 12:40:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7068.35 total_reward_ma:5881.57 loss:0.002591 fps:1043 +frame:5.48e+06 wall_t:5252 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.6998 +2026-01-07 12:41:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7166.65 total_reward_ma:5903.16 loss:-0.00222 fps:1044 +frame:5.49e+06 wall_t:5261 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.6383 +2026-01-07 12:41:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7148.05 total_reward_ma:5924.77 loss:0.004951 fps:1044 +frame:5.50e+06 wall_t:5270 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.6793 +2026-01-07 12:41:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7205.80 total_reward_ma:5945.78 loss:-0.0003133 fps:1044 +frame:5.51e+06 wall_t:5279 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.7297 +2026-01-07 12:41:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7213.45 total_reward_ma:5966.19 loss:0.003008 fps:1044 +frame:5.52e+06 wall_t:5287 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.7384 +2026-01-07 12:41:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7155.80 total_reward_ma:5985.63 loss:0.01421 fps:1044 +frame:5.53e+06 wall_t:5296 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.6415 +2026-01-07 12:41:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7051.65 total_reward_ma:6004.02 loss:0.009495 fps:1044 +frame:5.54e+06 wall_t:5305 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.6915 +2026-01-07 12:41:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:6976.45 total_reward_ma:6022.14 loss:-0.001466 fps:1045 +frame:5.55e+06 wall_t:5313 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.6915 +2026-01-07 12:42:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7032.25 total_reward_ma:6041.49 loss:-0.01073 fps:1045 +frame:5.56e+06 wall_t:5322 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.7524 +2026-01-07 12:42:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7040.25 total_reward_ma:6059.91 loss:-0.01104 fps:1045 +frame:5.57e+06 wall_t:5331 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.714 +2026-01-07 12:42:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7080.85 total_reward_ma:6078.92 loss:-0.002431 fps:1045 +frame:5.58e+06 wall_t:5340 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.7553 +2026-01-07 12:42:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7082.20 total_reward_ma:6097.88 loss:0.008414 fps:1045 +frame:5.59e+06 wall_t:5349 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.7753 +2026-01-07 12:42:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7144.75 total_reward_ma:6117.04 loss:0.01351 fps:1045 +frame:5.60e+06 wall_t:5357 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.7048 +2026-01-07 12:42:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7068.20 total_reward_ma:6135.25 loss:-0.00533 fps:1045 +frame:5.61e+06 wall_t:5366 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.7861 +2026-01-07 12:42:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7128.20 total_reward_ma:6154.10 loss:0.001642 fps:1046 +frame:5.62e+06 wall_t:5375 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.7209 +2026-01-07 12:43:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7010.90 total_reward_ma:6171.58 loss:-0.001252 fps:1046 +frame:5.63e+06 wall_t:5384 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.6769 +2026-01-07 12:43:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7002.90 total_reward_ma:6188.75 loss:0.01218 fps:1046 +frame:5.64e+06 wall_t:5392 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.6453 +2026-01-07 12:43:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7051.90 total_reward_ma:6206.06 loss:-0.007135 fps:1046 +frame:5.65e+06 wall_t:5401 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.7767 +2026-01-07 12:43:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7042.95 total_reward_ma:6223.66 loss:-0.002899 fps:1046 +frame:5.66e+06 wall_t:5410 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.7067 +2026-01-07 12:43:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7015.55 total_reward_ma:6241.07 loss:0.004024 fps:1046 +frame:5.67e+06 wall_t:5419 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.7243 +2026-01-07 12:43:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7051.65 total_reward_ma:6258.38 loss:-0.005199 fps:1046 +frame:5.68e+06 wall_t:5428 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.7162 +2026-01-07 12:44:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7056.55 total_reward_ma:6274.95 loss:0.0002018 fps:1047 +frame:5.69e+06 wall_t:5437 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.6955 +2026-01-07 12:44:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7268.75 total_reward_ma:6293.12 loss:-0.001703 fps:1047 +frame:5.70e+06 wall_t:5446 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.7293 +2026-01-07 12:44:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7372.30 total_reward_ma:6312.28 loss:-0.003911 fps:1047 +frame:5.71e+06 wall_t:5455 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.6881 +2026-01-07 12:44:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7387.10 total_reward_ma:6331.94 loss:0.01357 fps:1047 +frame:5.72e+06 wall_t:5463 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.6823 +2026-01-07 12:44:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7428.10 total_reward_ma:6352.14 loss:0.006413 fps:1047 +frame:5.73e+06 wall_t:5471 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.7297 +2026-01-07 12:44:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7428.10 total_reward_ma:6371.94 loss:0.001147 fps:1047 +frame:5.74e+06 wall_t:5480 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.6556 +2026-01-07 12:44:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7687.65 total_reward_ma:6393.97 loss:0.000248 fps:1048 +frame:5.75e+06 wall_t:5489 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7633 +2026-01-07 12:45:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7705.55 total_reward_ma:6416.04 loss:-0.0001077 fps:1048 +frame:5.76e+06 wall_t:5498 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.6114 +2026-01-07 12:45:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7783.50 total_reward_ma:6437.87 loss:-0.001055 fps:1048 +frame:5.77e+06 wall_t:5507 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.6619 +2026-01-07 12:45:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7815.75 total_reward_ma:6459.48 loss:0.005277 fps:1048 +frame:5.78e+06 wall_t:5516 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7845 +2026-01-07 12:45:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7752.20 total_reward_ma:6479.76 loss:0.00245 fps:1048 +frame:5.79e+06 wall_t:5525 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.7284 +2026-01-07 12:45:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7729.90 total_reward_ma:6499.99 loss:0.001287 fps:1048 +frame:5.80e+06 wall_t:5534 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.7435 +2026-01-07 12:45:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7797.05 total_reward_ma:6520.83 loss:-0.003119 fps:1049 +frame:5.81e+06 wall_t:5541 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.7159 +2026-01-07 12:45:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7826.25 total_reward_ma:6542.94 loss:-0.00989 fps:1048 +frame:5.82e+06 wall_t:5551 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.7757 +2026-01-07 12:46:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7831.25 total_reward_ma:6564.42 loss:0.02295 fps:1049 +frame:5.83e+06 wall_t:5560 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.7417 +2026-01-07 12:46:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7804.80 total_reward_ma:6585.25 loss:0.01886 fps:1049 +frame:5.84e+06 wall_t:5569 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.7226 +2026-01-07 12:46:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7786.10 total_reward_ma:6605.39 loss:0.002567 fps:1049 +frame:5.85e+06 wall_t:5578 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.7187 +2026-01-07 12:46:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7863.65 total_reward_ma:6626.31 loss:-0.002746 fps:1049 +frame:5.86e+06 wall_t:5586 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.665 +2026-01-07 12:46:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7787.95 total_reward_ma:6646.49 loss:-0.004091 fps:1049 +frame:5.87e+06 wall_t:5595 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.6781 +2026-01-07 12:46:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7771.75 total_reward_ma:6666.35 loss:0.004891 fps:1049 +frame:5.88e+06 wall_t:5604 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.6463 +2026-01-07 12:46:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7734.50 total_reward_ma:6686.09 loss:-0.006396 fps:1049 +frame:5.89e+06 wall_t:5613 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.6325 +2026-01-07 12:47:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7776.85 total_reward_ma:6706.46 loss:0.006702 fps:1049 +frame:5.90e+06 wall_t:5622 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.6487 +2026-01-07 12:47:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7754.25 total_reward_ma:6725.90 loss:-0.005426 fps:1050 +frame:5.91e+06 wall_t:5630 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7361 +2026-01-07 12:47:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7733.70 total_reward_ma:6745.02 loss:0.009595 fps:1050 +frame:5.92e+06 wall_t:5639 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.685 +2026-01-07 12:47:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7708.05 total_reward_ma:6763.30 loss:0.01754 fps:1050 +frame:5.93e+06 wall_t:5648 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.6433 +2026-01-07 12:47:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7722.40 total_reward_ma:6781.72 loss:0.002326 fps:1050 +frame:5.94e+06 wall_t:5657 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.6502 +2026-01-07 12:47:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7718.10 total_reward_ma:6799.57 loss:0.002006 fps:1050 +frame:5.95e+06 wall_t:5666 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.641 +2026-01-07 12:47:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7745.40 total_reward_ma:6816.72 loss:0.003221 fps:1050 +frame:5.96e+06 wall_t:5675 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.7015 +2026-01-07 12:48:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7754.10 total_reward_ma:6833.97 loss:0.005831 fps:1051 +frame:5.97e+06 wall_t:5683 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.6439 +2026-01-07 12:48:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7998.40 total_reward_ma:6854.12 loss:0.007875 fps:1051 +frame:5.98e+06 wall_t:5691 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.6574 +2026-01-07 12:48:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7920.85 total_reward_ma:6873.20 loss:-0.005007 fps:1051 +frame:5.99e+06 wall_t:5700 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7207 +2026-01-07 12:48:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8156.35 total_reward_ma:6895.31 loss:-0.001247 fps:1051 +frame:6.00e+06 wall_t:5709 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.7678 +2026-01-07 12:48:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8139.50 total_reward_ma:6917.58 loss:0.01589 fps:1051 +frame:6.01e+06 wall_t:5718 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.7192 +2026-01-07 12:48:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8031.00 total_reward_ma:6939.95 loss:-0.001356 fps:1051 +frame:6.02e+06 wall_t:5728 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.7026 +2026-01-07 12:49:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8098.30 total_reward_ma:6963.12 loss:-0.00107 fps:1051 +frame:6.03e+06 wall_t:5737 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.7361 +2026-01-07 12:49:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8098.30 total_reward_ma:6986.57 loss:0.0004782 fps:1051 +frame:6.04e+06 wall_t:5746 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.7211 +2026-01-07 12:49:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8086.90 total_reward_ma:7010.18 loss:0.02094 fps:1051 +frame:6.05e+06 wall_t:5755 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.662 +2026-01-07 12:49:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8131.00 total_reward_ma:7034.84 loss:0.0001063 fps:1051 +frame:6.06e+06 wall_t:5764 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7257 +2026-01-07 12:49:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8068.45 total_reward_ma:7057.59 loss:0.001161 fps:1051 +frame:6.07e+06 wall_t:5773 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.7131 +2026-01-07 12:49:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8140.05 total_reward_ma:7080.82 loss:0.007157 fps:1052 +frame:6.08e+06 wall_t:5782 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.7397 +2026-01-07 12:49:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8185.55 total_reward_ma:7104.51 loss:0.007041 fps:1052 +frame:6.09e+06 wall_t:5791 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.7182 +2026-01-07 12:50:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8130.20 total_reward_ma:7126.79 loss:-0.00159 fps:1052 +frame:6.10e+06 wall_t:5801 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7771 +2026-01-07 12:50:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8129.60 total_reward_ma:7148.42 loss:-0.001183 fps:1052 +frame:6.11e+06 wall_t:5810 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.7379 +2026-01-07 12:50:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8203.80 total_reward_ma:7169.76 loss:0.01571 fps:1052 +frame:6.12e+06 wall_t:5819 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.6844 +2026-01-07 12:50:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8189.30 total_reward_ma:7190.39 loss:-0.006179 fps:1052 +frame:6.13e+06 wall_t:5829 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.7427 +2026-01-07 12:50:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8134.70 total_reward_ma:7209.52 loss:0.01857 fps:1052 +frame:6.14e+06 wall_t:5838 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7072 +2026-01-07 12:50:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8134.70 total_reward_ma:7229.14 loss:0.01615 fps:1052 +frame:6.15e+06 wall_t:5846 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.6968 +2026-01-07 12:50:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8165.05 total_reward_ma:7249.17 loss:0.01653 fps:1052 +frame:6.16e+06 wall_t:5855 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.7124 +2026-01-07 12:51:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8189.70 total_reward_ma:7269.45 loss:0.01262 fps:1052 +frame:6.17e+06 wall_t:5865 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.648 +2026-01-07 12:51:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8103.20 total_reward_ma:7288.82 loss:-0.008048 fps:1052 +frame:6.18e+06 wall_t:5874 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.8088 +2026-01-07 12:51:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8063.90 total_reward_ma:7308.60 loss:0.01326 fps:1052 +frame:6.19e+06 wall_t:5883 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.6953 +2026-01-07 12:51:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7954.80 total_reward_ma:7326.66 loss:-0.008091 fps:1052 +frame:6.20e+06 wall_t:5892 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.7723 +2026-01-07 12:51:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7959.95 total_reward_ma:7344.36 loss:-0.0008628 fps:1052 +frame:6.21e+06 wall_t:5902 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.7689 +2026-01-07 12:51:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7980.30 total_reward_ma:7361.83 loss:0.0003661 fps:1052 +frame:6.22e+06 wall_t:5911 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.7558 +2026-01-07 12:52:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7934.10 total_reward_ma:7378.13 loss:0.002461 fps:1053 +frame:6.23e+06 wall_t:5919 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.7011 +2026-01-07 12:52:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7934.10 total_reward_ma:7394.32 loss:-0.008455 fps:1053 +frame:6.24e+06 wall_t:5928 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.7331 +2026-01-07 12:52:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7951.90 total_reward_ma:7411.12 loss:-0.002609 fps:1053 +frame:6.25e+06 wall_t:5937 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.7416 +2026-01-07 12:52:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:7940.85 total_reward_ma:7428.08 loss:0.01222 fps:1053 +frame:6.26e+06 wall_t:5947 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7334 +2026-01-07 12:52:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8051.70 total_reward_ma:7446.16 loss:0.003425 fps:1053 +frame:6.27e+06 wall_t:5956 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.7427 +2026-01-07 12:52:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8092.95 total_reward_ma:7464.10 loss:-0.008653 fps:1053 +frame:6.28e+06 wall_t:5965 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.8205 +2026-01-07 12:52:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8138.95 total_reward_ma:7482.83 loss:0.005549 fps:1053 +frame:6.29e+06 wall_t:5974 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.696 +2026-01-07 12:53:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8281.00 total_reward_ma:7502.97 loss:-0.002497 fps:1053 +frame:6.30e+06 wall_t:5983 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.726 +2026-01-07 12:53:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8336.30 total_reward_ma:7523.87 loss:0.001659 fps:1053 +frame:6.31e+06 wall_t:5992 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7444 +2026-01-07 12:53:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8336.30 total_reward_ma:7545.17 loss:0.009684 fps:1053 +frame:6.32e+06 wall_t:6000 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.6862 +2026-01-07 12:53:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8522.30 total_reward_ma:7567.52 loss:0.002877 fps:1053 +frame:6.33e+06 wall_t:6009 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.6415 +2026-01-07 12:53:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8445.90 total_reward_ma:7588.71 loss:0.01142 fps:1054 +frame:6.34e+06 wall_t:6018 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.7193 +2026-01-07 12:53:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8398.90 total_reward_ma:7608.68 loss:-0.001483 fps:1054 +frame:6.35e+06 wall_t:6027 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.6679 +2026-01-07 12:53:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8440.05 total_reward_ma:7628.56 loss:0.001738 fps:1054 +frame:6.36e+06 wall_t:6036 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.7182 +2026-01-07 12:54:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8446.85 total_reward_ma:7648.06 loss:0.005366 fps:1054 +frame:6.37e+06 wall_t:6045 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.7465 +2026-01-07 12:54:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8535.15 total_reward_ma:7668.23 loss:0.001292 fps:1054 +frame:6.38e+06 wall_t:6054 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.7187 +2026-01-07 12:54:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8557.20 total_reward_ma:7688.62 loss:0.01139 fps:1054 +frame:6.39e+06 wall_t:6063 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.6711 +2026-01-07 12:54:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8579.60 total_reward_ma:7708.87 loss:0.001088 fps:1054 +frame:6.40e+06 wall_t:6072 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.6459 +2026-01-07 12:54:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8683.80 total_reward_ma:7728.28 loss:0.008555 fps:1054 +frame:6.41e+06 wall_t:6080 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.7391 +2026-01-07 12:54:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8598.90 total_reward_ma:7745.69 loss:-0.004063 fps:1054 +frame:6.42e+06 wall_t:6089 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.6935 +2026-01-07 12:55:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8631.75 total_reward_ma:7763.50 loss:0.0002046 fps:1054 +frame:6.43e+06 wall_t:6098 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.669 +2026-01-07 12:55:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8751.15 total_reward_ma:7781.95 loss:0.0117 fps:1055 +frame:6.44e+06 wall_t:6107 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.651 +2026-01-07 12:55:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8645.40 total_reward_ma:7799.16 loss:0.002702 fps:1055 +frame:6.45e+06 wall_t:6115 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.742 +2026-01-07 12:55:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8644.85 total_reward_ma:7815.73 loss:-0.008412 fps:1055 +frame:6.46e+06 wall_t:6124 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.7734 +2026-01-07 12:55:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8644.85 total_reward_ma:7831.89 loss:-0.0009041 fps:1055 +frame:6.47e+06 wall_t:6133 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.6302 +2026-01-07 12:55:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8655.35 total_reward_ma:7847.76 loss:0.0183 fps:1055 +frame:6.48e+06 wall_t:6142 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.6647 +2026-01-07 12:55:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8873.35 total_reward_ma:7864.83 loss:-0.009404 fps:1055 +frame:6.49e+06 wall_t:6150 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.7556 +2026-01-07 12:56:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8873.35 total_reward_ma:7882.08 loss:0.007084 fps:1055 +frame:6.50e+06 wall_t:6159 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.7228 +2026-01-07 12:56:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8873.35 total_reward_ma:7898.76 loss:0.007441 fps:1055 +frame:6.51e+06 wall_t:6168 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.7751 +2026-01-07 12:56:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8975.55 total_reward_ma:7916.38 loss:0.008699 fps:1056 +frame:6.52e+06 wall_t:6177 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.697 +2026-01-07 12:56:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8966.50 total_reward_ma:7934.48 loss:-0.000163 fps:1056 +frame:6.53e+06 wall_t:6186 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.6878 +2026-01-07 12:56:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8937.10 total_reward_ma:7953.34 loss:0.01595 fps:1056 +frame:6.54e+06 wall_t:6195 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.7133 +2026-01-07 12:56:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8988.40 total_reward_ma:7973.46 loss:0.0007722 fps:1056 +frame:6.55e+06 wall_t:6204 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.7637 +2026-01-07 12:56:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9118.25 total_reward_ma:7994.32 loss:-0.006521 fps:1056 +frame:6.56e+06 wall_t:6213 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.7273 +2026-01-07 12:57:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9143.55 total_reward_ma:8015.35 loss:0.009618 fps:1056 +frame:6.57e+06 wall_t:6222 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7888 +2026-01-07 12:57:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9152.05 total_reward_ma:8036.06 loss:-0.004766 fps:1056 +frame:6.58e+06 wall_t:6230 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.7212 +2026-01-07 12:57:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9152.05 total_reward_ma:8056.76 loss:-4.444e-05 fps:1056 +frame:6.59e+06 wall_t:6238 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.7491 +2026-01-07 12:57:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9253.50 total_reward_ma:8077.85 loss:0.002504 fps:1057 +frame:6.60e+06 wall_t:6247 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.6754 +2026-01-07 12:57:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9135.00 total_reward_ma:8098.52 loss:-0.001856 fps:1057 +frame:6.61e+06 wall_t:6256 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7031 +2026-01-07 12:57:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9181.65 total_reward_ma:8119.05 loss:-0.004812 fps:1057 +frame:6.62e+06 wall_t:6265 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7004 +2026-01-07 12:57:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9166.75 total_reward_ma:8140.61 loss:-0.006832 fps:1057 +frame:6.63e+06 wall_t:6274 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.691 +2026-01-07 12:58:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9079.60 total_reward_ma:8161.38 loss:0.004663 fps:1057 +frame:6.64e+06 wall_t:6283 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7406 +2026-01-07 12:58:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9086.30 total_reward_ma:8181.72 loss:0.0131 fps:1057 +frame:6.65e+06 wall_t:6292 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.6993 +2026-01-07 12:58:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9077.25 total_reward_ma:8202.06 loss:-0.001771 fps:1057 +frame:6.66e+06 wall_t:6301 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.6455 +2026-01-07 12:58:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9298.55 total_reward_ma:8224.89 loss:0.01159 fps:1057 +frame:6.67e+06 wall_t:6310 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7634 +2026-01-07 12:58:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9318.85 total_reward_ma:8247.57 loss:-0.002534 fps:1057 +frame:6.68e+06 wall_t:6318 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.7024 +2026-01-07 12:58:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9295.50 total_reward_ma:8269.96 loss:0.004771 fps:1057 +frame:6.69e+06 wall_t:6328 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7648 +2026-01-07 12:59:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9295.50 total_reward_ma:8290.22 loss:0.02687 fps:1057 +frame:6.70e+06 wall_t:6336 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.6866 +2026-01-07 12:59:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9285.50 total_reward_ma:8309.35 loss:0.01772 fps:1058 +frame:6.71e+06 wall_t:6345 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.719 +2026-01-07 12:59:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9255.55 total_reward_ma:8328.04 loss:0.02048 fps:1058 +frame:6.72e+06 wall_t:6354 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.7074 +2026-01-07 12:59:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9432.70 total_reward_ma:8348.08 loss:-0.00401 fps:1058 +frame:6.73e+06 wall_t:6363 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.7674 +2026-01-07 12:59:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9581.80 total_reward_ma:8369.62 loss:-0.001903 fps:1058 +frame:6.74e+06 wall_t:6372 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.7138 +2026-01-07 12:59:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9525.90 total_reward_ma:8388.00 loss:0.01353 fps:1058 +frame:6.75e+06 wall_t:6381 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7157 +2026-01-07 12:59:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9622.45 total_reward_ma:8407.17 loss:0.0003681 fps:1058 +frame:6.76e+06 wall_t:6390 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.7268 +2026-01-07 13:00:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9358.05 total_reward_ma:8422.92 loss:0.002366 fps:1058 +frame:6.77e+06 wall_t:6399 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.748 +2026-01-07 13:00:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9358.05 total_reward_ma:8438.34 loss:0.001849 fps:1058 +frame:6.78e+06 wall_t:6408 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.6922 +2026-01-07 13:00:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9300.95 total_reward_ma:8453.83 loss:0.004835 fps:1058 +frame:6.79e+06 wall_t:6417 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.6861 +2026-01-07 13:00:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9111.95 total_reward_ma:8467.65 loss:0.005806 fps:1058 +frame:6.80e+06 wall_t:6426 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.68 +2026-01-07 13:00:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9082.50 total_reward_ma:8480.50 loss:0.00896 fps:1058 +frame:6.81e+06 wall_t:6435 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.7718 +2026-01-07 13:00:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9157.55 total_reward_ma:8493.82 loss:-0.003627 fps:1059 +frame:6.82e+06 wall_t:6443 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7268 +2026-01-07 13:00:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9225.40 total_reward_ma:8507.76 loss:-0.0009898 fps:1059 +frame:6.83e+06 wall_t:6452 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.6825 +2026-01-07 13:01:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9163.85 total_reward_ma:8521.35 loss:0.006692 fps:1059 +frame:6.84e+06 wall_t:6461 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.6517 +2026-01-07 13:01:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9163.85 total_reward_ma:8535.13 loss:0.007024 fps:1059 +frame:6.85e+06 wall_t:6469 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.7156 +2026-01-07 13:01:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9103.00 total_reward_ma:8547.52 loss:0.02676 fps:1059 +frame:6.86e+06 wall_t:6478 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.695 +2026-01-07 13:01:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9030.80 total_reward_ma:8559.95 loss:-0.0003111 fps:1059 +frame:6.87e+06 wall_t:6487 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.6575 +2026-01-07 13:01:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9033.10 total_reward_ma:8572.56 loss:0.006691 fps:1059 +frame:6.88e+06 wall_t:6496 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.6582 +2026-01-07 13:01:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9010.50 total_reward_ma:8585.32 loss:0.01023 fps:1059 +frame:6.89e+06 wall_t:6505 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.6427 +2026-01-07 13:01:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8963.45 total_reward_ma:8597.19 loss:-0.001117 fps:1059 +frame:6.90e+06 wall_t:6514 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.7155 +2026-01-07 13:02:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8938.45 total_reward_ma:8609.03 loss:0.003352 fps:1059 +frame:6.91e+06 wall_t:6523 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7241 +2026-01-07 13:02:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8855.50 total_reward_ma:8620.25 loss:4.593e-08 fps:1060 +frame:6.92e+06 wall_t:6531 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.706 +2026-01-07 13:02:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8862.70 total_reward_ma:8631.79 loss:-0.007162 fps:1060 +frame:6.93e+06 wall_t:6540 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.7113 +2026-01-07 13:02:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8965.60 total_reward_ma:8644.23 loss:-0.001643 fps:1060 +frame:6.94e+06 wall_t:6549 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.6886 +2026-01-07 13:02:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9002.70 total_reward_ma:8657.07 loss:0.003006 fps:1060 +frame:6.95e+06 wall_t:6558 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.6676 +2026-01-07 13:02:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9002.70 total_reward_ma:8669.65 loss:-0.0001231 fps:1060 +frame:6.96e+06 wall_t:6567 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.6469 +2026-01-07 13:02:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8945.00 total_reward_ma:8681.55 loss:0.0148 fps:1060 +frame:6.97e+06 wall_t:6576 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.6401 +2026-01-07 13:03:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8920.80 total_reward_ma:8690.78 loss:0.005605 fps:1060 +frame:6.98e+06 wall_t:6585 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.6357 +2026-01-07 13:03:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8882.55 total_reward_ma:8700.40 loss:-0.003059 fps:1060 +frame:6.99e+06 wall_t:6594 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.7197 +2026-01-07 13:03:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8909.20 total_reward_ma:8707.92 loss:0.006863 fps:1060 +frame:7.00e+06 wall_t:6602 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.6359 +2026-01-07 13:03:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8962.45 total_reward_ma:8716.15 loss:0.001545 fps:1060 +frame:7.01e+06 wall_t:6611 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.7027 +2026-01-07 13:03:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8887.80 total_reward_ma:8724.72 loss:0.002887 fps:1060 +frame:7.02e+06 wall_t:6620 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.6593 +2026-01-07 13:03:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8899.85 total_reward_ma:8732.74 loss:0.0002873 fps:1060 +frame:7.03e+06 wall_t:6629 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.6905 +2026-01-07 13:04:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8876.90 total_reward_ma:8740.52 loss:0.01479 fps:1061 +frame:7.04e+06 wall_t:6638 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.6495 +2026-01-07 13:04:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8864.05 total_reward_ma:8748.30 loss:-0.008116 fps:1061 +frame:7.05e+06 wall_t:6647 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.6505 +2026-01-07 13:04:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8864.05 total_reward_ma:8755.63 loss:-0.005254 fps:1061 +frame:7.06e+06 wall_t:6656 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.6238 +2026-01-07 13:04:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8871.25 total_reward_ma:8763.65 loss:-0.001057 fps:1061 +frame:7.07e+06 wall_t:6666 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.6157 +2026-01-07 13:04:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8756.70 total_reward_ma:8769.82 loss:0.01145 fps:1061 +frame:7.08e+06 wall_t:6674 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.654 +2026-01-07 13:04:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8770.80 total_reward_ma:8775.67 loss:0.01358 fps:1061 +frame:7.09e+06 wall_t:6682 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.7633 +2026-01-07 13:04:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8930.15 total_reward_ma:8783.67 loss:0.00692 fps:1061 +frame:7.10e+06 wall_t:6691 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.7035 +2026-01-07 13:05:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8910.55 total_reward_ma:8791.48 loss:0.00147 fps:1061 +frame:7.11e+06 wall_t:6700 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.6283 +2026-01-07 13:05:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8900.10 total_reward_ma:8798.45 loss:0.007892 fps:1061 +frame:7.12e+06 wall_t:6709 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.6475 +2026-01-07 13:05:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8868.10 total_reward_ma:8805.23 loss:0.003276 fps:1061 +frame:7.13e+06 wall_t:6718 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.6865 +2026-01-07 13:05:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8868.10 total_reward_ma:8812.57 loss:0.01176 fps:1061 +frame:7.14e+06 wall_t:6727 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.6433 +2026-01-07 13:05:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8912.75 total_reward_ma:8820.35 loss:0.008143 fps:1061 +frame:7.15e+06 wall_t:6736 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.5949 +2026-01-07 13:05:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8905.25 total_reward_ma:8827.75 loss:0.008135 fps:1062 +frame:7.16e+06 wall_t:6745 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.7163 +2026-01-07 13:05:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8905.25 total_reward_ma:8834.91 loss:0.008458 fps:1062 +frame:7.17e+06 wall_t:6753 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.5972 +2026-01-07 13:06:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9100.75 total_reward_ma:8844.88 loss:0.006045 fps:1062 +frame:7.18e+06 wall_t:6761 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.6721 +2026-01-07 13:06:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8748.80 total_reward_ma:8851.73 loss:0.006624 fps:1062 +frame:7.19e+06 wall_t:6770 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.6455 +2026-01-07 13:06:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8714.20 total_reward_ma:8859.32 loss:0.02215 fps:1062 +frame:7.20e+06 wall_t:6779 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.6304 +2026-01-07 13:06:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8731.35 total_reward_ma:8867.04 loss:0.006525 fps:1062 +frame:7.21e+06 wall_t:6788 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.5895 +2026-01-07 13:06:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8931.35 total_reward_ma:8876.55 loss:-0.0012 fps:1062 +frame:7.22e+06 wall_t:6797 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.6077 +2026-01-07 13:06:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:8921.10 total_reward_ma:8886.42 loss:0.004976 fps:1062 +frame:7.23e+06 wall_t:6807 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.6332 +2026-01-07 13:06:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9092.10 total_reward_ma:8898.00 loss:0.006566 fps:1062 +frame:7.24e+06 wall_t:6816 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.5905 +2026-01-07 13:07:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9142.40 total_reward_ma:8909.90 loss:0.01123 fps:1062 +frame:7.25e+06 wall_t:6825 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.6488 +2026-01-07 13:07:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9230.55 total_reward_ma:8922.80 loss:0.00562 fps:1062 +frame:7.26e+06 wall_t:6834 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.591 +2026-01-07 13:07:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9230.55 total_reward_ma:8934.59 loss:0.007092 fps:1062 +frame:7.27e+06 wall_t:6843 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.5933 +2026-01-07 13:07:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9519.50 total_reward_ma:8948.85 loss:0.01257 fps:1062 +frame:7.28e+06 wall_t:6852 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.6307 +2026-01-07 13:07:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9603.10 total_reward_ma:8963.50 loss:0.005947 fps:1063 +frame:7.29e+06 wall_t:6861 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.6734 +2026-01-07 13:07:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9778.70 total_reward_ma:8978.47 loss:0.002605 fps:1063 +frame:7.30e+06 wall_t:6870 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.7165 +2026-01-07 13:08:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9653.50 total_reward_ma:8991.64 loss:0.005873 fps:1063 +frame:7.31e+06 wall_t:6879 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.6709 +2026-01-07 13:08:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9653.50 total_reward_ma:9004.82 loss:0.01374 fps:1063 +frame:7.32e+06 wall_t:6888 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.5985 +2026-01-07 13:08:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9673.00 total_reward_ma:9016.32 loss:0.005895 fps:1063 +frame:7.33e+06 wall_t:6897 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.6242 +2026-01-07 13:08:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9663.65 total_reward_ma:9028.50 loss:0.004826 fps:1063 +frame:7.34e+06 wall_t:6905 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.5954 +2026-01-07 13:08:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9663.65 total_reward_ma:9041.15 loss:0.01068 fps:1063 +frame:7.35e+06 wall_t:6914 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.6286 +2026-01-07 13:08:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9701.50 total_reward_ma:9053.76 loss:0.01032 fps:1063 +frame:7.36e+06 wall_t:6923 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.5527 +2026-01-07 13:08:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9754.55 total_reward_ma:9066.84 loss:0.002698 fps:1063 +frame:7.37e+06 wall_t:6932 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.7233 +2026-01-07 13:09:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9802.60 total_reward_ma:9079.51 loss:0.009569 fps:1063 +frame:7.38e+06 wall_t:6941 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.7575 +2026-01-07 13:09:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9803.60 total_reward_ma:9091.98 loss:0.01232 fps:1063 +frame:7.39e+06 wall_t:6950 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.6182 +2026-01-07 13:09:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9837.50 total_reward_ma:9104.56 loss:0.01247 fps:1064 +frame:7.40e+06 wall_t:6958 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.6542 +2026-01-07 13:09:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9919.30 total_reward_ma:9116.91 loss:0.01768 fps:1064 +frame:7.41e+06 wall_t:6967 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.7142 +2026-01-07 13:09:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10105.40 total_reward_ma:9131.98 loss:0.004683 fps:1064 +frame:7.42e+06 wall_t:6976 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.6664 +2026-01-07 13:09:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10031.65 total_reward_ma:9145.98 loss:0.01028 fps:1064 +frame:7.43e+06 wall_t:6984 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.6681 +2026-01-07 13:09:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9979.75 total_reward_ma:9158.26 loss:-0.007407 fps:1064 +frame:7.44e+06 wall_t:6993 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.7308 +2026-01-07 13:10:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9902.45 total_reward_ma:9170.83 loss:0.007374 fps:1064 +frame:7.45e+06 wall_t:7002 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.7262 +2026-01-07 13:10:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9932.30 total_reward_ma:9183.71 loss:0.006576 fps:1064 +frame:7.46e+06 wall_t:7011 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.6298 +2026-01-07 13:10:23 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:9932.30 total_reward_ma:9196.58 loss:0.003233 fps:1064 +frame:7.47e+06 wall_t:7020 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.6271 +2026-01-07 13:10:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10128.90 total_reward_ma:9211.32 loss:0.004716 fps:1064 +frame:7.48e+06 wall_t:7028 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.573 +2026-01-07 13:10:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10214.80 total_reward_ma:9224.73 loss:0.02204 fps:1064 +frame:7.49e+06 wall_t:7037 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.6379 +2026-01-07 13:10:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10207.10 total_reward_ma:9238.07 loss:-0.0004684 fps:1064 +frame:7.50e+06 wall_t:7046 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6442 +2026-01-07 13:10:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10207.10 total_reward_ma:9251.41 loss:0.02086 fps:1065 +frame:7.51e+06 wall_t:7054 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.5964 +2026-01-07 13:11:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10264.05 total_reward_ma:9264.29 loss:0.00781 fps:1065 +frame:7.52e+06 wall_t:7063 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.6339 +2026-01-07 13:11:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10205.00 total_reward_ma:9276.68 loss:0.007582 fps:1065 +frame:7.53e+06 wall_t:7072 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.649 +2026-01-07 13:11:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10314.75 total_reward_ma:9290.45 loss:0.01004 fps:1065 +frame:7.54e+06 wall_t:7082 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.602 +2026-01-07 13:11:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10314.75 total_reward_ma:9303.72 loss:0.00522 fps:1065 +frame:7.55e+06 wall_t:7091 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.6705 +2026-01-07 13:11:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10287.05 total_reward_ma:9315.40 loss:0.01513 fps:1065 +frame:7.56e+06 wall_t:7100 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.5954 +2026-01-07 13:11:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10341.20 total_reward_ma:9327.38 loss:0.01286 fps:1065 +frame:7.57e+06 wall_t:7109 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.6272 +2026-01-07 13:12:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10341.20 total_reward_ma:9339.27 loss:0.0001036 fps:1065 +frame:7.58e+06 wall_t:7118 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.6455 +2026-01-07 13:12:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10601.30 total_reward_ma:9353.76 loss:0.02323 fps:1065 +frame:7.59e+06 wall_t:7128 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.6284 +2026-01-07 13:12:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10826.20 total_reward_ma:9369.49 loss:0.004108 fps:1065 +frame:7.60e+06 wall_t:7136 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.6478 +2026-01-07 13:12:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10826.20 total_reward_ma:9386.40 loss:0.04287 fps:1065 +frame:7.61e+06 wall_t:7145 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.5478 +2026-01-07 13:12:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:10796.10 total_reward_ma:9402.55 loss:0.02923 fps:1065 +frame:7.62e+06 wall_t:7155 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.6257 +2026-01-07 13:12:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11087.30 total_reward_ma:9421.75 loss:0.006322 fps:1065 +frame:7.63e+06 wall_t:7164 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.6168 +2026-01-07 13:12:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11087.30 total_reward_ma:9441.83 loss:0.004238 fps:1065 +frame:7.64e+06 wall_t:7173 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.6039 +2026-01-07 13:13:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11136.45 total_reward_ma:9462.33 loss:0.005453 fps:1065 +frame:7.65e+06 wall_t:7182 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.6297 +2026-01-07 13:13:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11161.25 total_reward_ma:9483.17 loss:0.01972 fps:1065 +frame:7.66e+06 wall_t:7191 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.6146 +2026-01-07 13:13:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11333.65 total_reward_ma:9503.52 loss:0.02515 fps:1065 +frame:7.67e+06 wall_t:7201 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.6436 +2026-01-07 13:13:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11303.50 total_reward_ma:9523.37 loss:0.01239 fps:1065 +frame:7.68e+06 wall_t:7209 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.6456 +2026-01-07 13:13:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11448.95 total_reward_ma:9544.90 loss:0.004037 fps:1065 +frame:7.69e+06 wall_t:7218 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.5627 +2026-01-07 13:13:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11448.95 total_reward_ma:9566.44 loss:-0.001865 fps:1065 +frame:7.70e+06 wall_t:7227 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.5553 +2026-01-07 13:13:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11435.45 total_reward_ma:9587.94 loss:0.0127 fps:1066 +frame:7.71e+06 wall_t:7236 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.5653 +2026-01-07 13:14:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11502.60 total_reward_ma:9610.41 loss:0.01103 fps:1066 +frame:7.72e+06 wall_t:7245 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.6121 +2026-01-07 13:14:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11549.50 total_reward_ma:9631.58 loss:0.007853 fps:1065 +frame:7.73e+06 wall_t:7255 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.6114 +2026-01-07 13:14:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11498.30 total_reward_ma:9650.74 loss:0.005575 fps:1066 +frame:7.74e+06 wall_t:7264 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.615 +2026-01-07 13:14:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11440.90 total_reward_ma:9669.89 loss:0.0148 fps:1066 +frame:7.75e+06 wall_t:7273 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.6041 +2026-01-07 13:14:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11440.90 total_reward_ma:9688.08 loss:0.0007874 fps:1066 +frame:7.76e+06 wall_t:7282 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.5571 +2026-01-07 13:14:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11406.95 total_reward_ma:9708.57 loss:0.03103 fps:1066 +frame:7.77e+06 wall_t:7291 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.58 +2026-01-07 13:15:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11420.45 total_reward_ma:9729.19 loss:0.001748 fps:1066 +frame:7.78e+06 wall_t:7300 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.58 +2026-01-07 13:15:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11455.55 total_reward_ma:9750.74 loss:0.01481 fps:1066 +frame:7.79e+06 wall_t:7310 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.6014 +2026-01-07 13:15:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11458.45 total_reward_ma:9774.20 loss:0.007637 fps:1066 +frame:7.80e+06 wall_t:7319 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.5867 +2026-01-07 13:15:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11373.20 total_reward_ma:9797.11 loss:0.009192 fps:1066 +frame:7.81e+06 wall_t:7328 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.6099 +2026-01-07 13:15:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11395.65 total_reward_ma:9819.49 loss:0.01421 fps:1066 +frame:7.82e+06 wall_t:7338 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.561 +2026-01-07 13:15:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11610.85 total_reward_ma:9843.34 loss:0.02467 fps:1066 +frame:7.83e+06 wall_t:7347 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.6445 +2026-01-07 13:15:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11667.15 total_reward_ma:9868.38 loss:0.0092 fps:1066 +frame:7.84e+06 wall_t:7356 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.6002 +2026-01-07 13:16:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11781.70 total_reward_ma:9894.55 loss:0.003523 fps:1066 +frame:7.85e+06 wall_t:7365 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.6341 +2026-01-07 13:16:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11781.70 total_reward_ma:9921.34 loss:0.01063 fps:1066 +frame:7.86e+06 wall_t:7374 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.5726 +2026-01-07 13:16:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11781.70 total_reward_ma:9948.85 loss:0.01423 fps:1066 +frame:7.87e+06 wall_t:7383 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.5336 +2026-01-07 13:16:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11814.70 total_reward_ma:9976.67 loss:0.005271 fps:1066 +frame:7.88e+06 wall_t:7392 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.5431 +2026-01-07 13:16:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11956.30 total_reward_ma:10006.12 loss:0.03067 fps:1066 +frame:7.89e+06 wall_t:7401 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.5748 +2026-01-07 13:16:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:11956.30 total_reward_ma:10036.05 loss:0.02064 fps:1066 +frame:7.90e+06 wall_t:7411 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.5255 +2026-01-07 13:17:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12060.50 total_reward_ma:10067.27 loss:0.01558 fps:1066 +frame:7.91e+06 wall_t:7420 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.5755 +2026-01-07 13:17:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12376.80 total_reward_ma:10102.49 loss:0.003772 fps:1066 +frame:7.92e+06 wall_t:7430 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.5712 +2026-01-07 13:17:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12382.65 total_reward_ma:10137.69 loss:0.004982 fps:1066 +frame:7.93e+06 wall_t:7439 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.5232 +2026-01-07 13:17:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12408.75 total_reward_ma:10172.12 loss:0.009275 fps:1066 +frame:7.94e+06 wall_t:7447 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.5563 +2026-01-07 13:17:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12386.55 total_reward_ma:10205.96 loss:0.009354 fps:1066 +frame:7.95e+06 wall_t:7456 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.5579 +2026-01-07 13:17:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12733.65 total_reward_ma:10243.26 loss:0.001439 fps:1066 +frame:7.96e+06 wall_t:7465 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.5727 +2026-01-07 13:17:58 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12542.00 total_reward_ma:10279.24 loss:0.01048 fps:1066 +frame:7.97e+06 wall_t:7474 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.6382 +2026-01-07 13:18:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12414.10 total_reward_ma:10314.17 loss:0.01282 fps:1066 +frame:7.98e+06 wall_t:7483 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.5726 +2026-01-07 13:18:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12536.20 total_reward_ma:10350.70 loss:0.01617 fps:1066 +frame:7.99e+06 wall_t:7492 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.5939 +2026-01-07 13:18:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12722.15 total_reward_ma:10388.83 loss:0.02499 fps:1067 +frame:8.00e+06 wall_t:7501 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.5817 +2026-01-07 13:18:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12797.35 total_reward_ma:10427.18 loss:0.01052 fps:1067 +frame:8.01e+06 wall_t:7510 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.5841 +2026-01-07 13:18:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12830.10 total_reward_ma:10466.61 loss:0.003589 fps:1067 +frame:8.02e+06 wall_t:7519 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.5762 +2026-01-07 13:18:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12921.00 total_reward_ma:10506.82 loss:0.01181 fps:1067 +frame:8.03e+06 wall_t:7527 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.6039 +2026-01-07 13:18:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12962.20 total_reward_ma:10547.67 loss:-0.002815 fps:1067 +frame:8.04e+06 wall_t:7536 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.6198 +2026-01-07 13:19:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12962.20 total_reward_ma:10588.65 loss:0.0115 fps:1067 +frame:8.05e+06 wall_t:7545 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.6125 +2026-01-07 13:19:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12988.95 total_reward_ma:10629.90 loss:0.01843 fps:1067 +frame:8.06e+06 wall_t:7554 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.5211 +2026-01-07 13:19:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13030.50 total_reward_ma:10671.49 loss:0.02188 fps:1067 +frame:8.07e+06 wall_t:7563 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.6115 +2026-01-07 13:19:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13069.35 total_reward_ma:10714.62 loss:0.00201 fps:1067 +frame:8.08e+06 wall_t:7572 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.5934 +2026-01-07 13:19:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13176.60 total_reward_ma:10758.68 loss:0.01643 fps:1067 +frame:8.09e+06 wall_t:7581 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.6454 +2026-01-07 13:19:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13177.05 total_reward_ma:10801.15 loss:0.002569 fps:1067 +frame:8.10e+06 wall_t:7590 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.6103 +2026-01-07 13:20:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13212.05 total_reward_ma:10844.16 loss:0.01304 fps:1067 +frame:8.11e+06 wall_t:7598 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.6096 +2026-01-07 13:20:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13348.70 total_reward_ma:10888.65 loss:0.008537 fps:1067 +frame:8.12e+06 wall_t:7607 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.5308 +2026-01-07 13:20:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13349.25 total_reward_ma:10933.46 loss:0.00969 fps:1067 +frame:8.13e+06 wall_t:7616 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.6094 +2026-01-07 13:20:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13349.25 total_reward_ma:10978.27 loss:0.002137 fps:1068 +frame:8.14e+06 wall_t:7625 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.5567 +2026-01-07 13:20:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13354.30 total_reward_ma:11022.69 loss:0.03581 fps:1068 +frame:8.15e+06 wall_t:7634 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.5283 +2026-01-07 13:20:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13229.15 total_reward_ma:11065.93 loss:0.006063 fps:1068 +frame:8.16e+06 wall_t:7643 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6152 +2026-01-07 13:20:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13243.45 total_reward_ma:11109.31 loss:0.004059 fps:1068 +frame:8.17e+06 wall_t:7652 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.5987 +2026-01-07 13:21:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13209.30 total_reward_ma:11150.39 loss:0.02041 fps:1068 +frame:8.18e+06 wall_t:7661 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.5736 +2026-01-07 13:21:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13209.30 total_reward_ma:11195.00 loss:0.01613 fps:1068 +frame:8.19e+06 wall_t:7670 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.5537 +2026-01-07 13:21:21 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13095.15 total_reward_ma:11238.81 loss:0.01979 fps:1068 +frame:8.20e+06 wall_t:7678 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.5846 +2026-01-07 13:21:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13180.20 total_reward_ma:11283.29 loss:0.03129 fps:1068 +frame:8.21e+06 wall_t:7687 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.603 +2026-01-07 13:21:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13068.20 total_reward_ma:11324.67 loss:0.0146 fps:1068 +frame:8.22e+06 wall_t:7696 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.5805 +2026-01-07 13:21:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12981.00 total_reward_ma:11365.26 loss:0.01044 fps:1068 +frame:8.23e+06 wall_t:7705 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.633 +2026-01-07 13:21:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12981.00 total_reward_ma:11404.15 loss:0.008556 fps:1068 +frame:8.24e+06 wall_t:7714 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.6258 +2026-01-07 13:22:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12981.00 total_reward_ma:11442.54 loss:0.0117 fps:1068 +frame:8.25e+06 wall_t:7723 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.5592 +2026-01-07 13:22:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13009.55 total_reward_ma:11480.33 loss:0.01233 fps:1068 +frame:8.26e+06 wall_t:7732 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.5635 +2026-01-07 13:22:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12821.95 total_reward_ma:11516.24 loss:0.01132 fps:1068 +frame:8.27e+06 wall_t:7741 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.5837 +2026-01-07 13:22:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12884.30 total_reward_ma:11549.89 loss:0.01526 fps:1069 +frame:8.28e+06 wall_t:7749 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.5759 +2026-01-07 13:22:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:12984.65 total_reward_ma:11583.71 loss:0.01184 fps:1069 +frame:8.29e+06 wall_t:7757 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.6273 +2026-01-07 13:22:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13164.95 total_reward_ma:11617.57 loss:-0.002775 fps:1069 +frame:8.30e+06 wall_t:7766 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.5779 +2026-01-07 13:22:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13212.25 total_reward_ma:11653.16 loss:0.0208 fps:1069 +frame:8.31e+06 wall_t:7775 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.6994 +2026-01-07 13:23:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13127.05 total_reward_ma:11687.89 loss:0.006649 fps:1069 +frame:8.32e+06 wall_t:7784 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.6297 +2026-01-07 13:23:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13127.05 total_reward_ma:11722.43 loss:0.0175 fps:1069 +frame:8.33e+06 wall_t:7793 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.5842 +2026-01-07 13:23:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13365.75 total_reward_ma:11759.45 loss:0.01696 fps:1069 +frame:8.34e+06 wall_t:7802 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.5564 +2026-01-07 13:23:34 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13408.90 total_reward_ma:11796.90 loss:0.004068 fps:1069 +frame:8.35e+06 wall_t:7811 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.5593 +2026-01-07 13:23:43 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13638.65 total_reward_ma:11836.28 loss:0.01239 fps:1069 +frame:8.36e+06 wall_t:7820 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.5958 +2026-01-07 13:23:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13696.70 total_reward_ma:11875.70 loss:0.01664 fps:1069 +frame:8.37e+06 wall_t:7828 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.5616 +2026-01-07 13:24:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13821.05 total_reward_ma:11915.88 loss:-0.002769 fps:1069 +frame:8.38e+06 wall_t:7838 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6067 +2026-01-07 13:24:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13525.20 total_reward_ma:11953.10 loss:0.01449 fps:1069 +frame:8.39e+06 wall_t:7847 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5699 +2026-01-07 13:24:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13525.20 total_reward_ma:11989.98 loss:0.003666 fps:1069 +frame:8.40e+06 wall_t:7856 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.5134 +2026-01-07 13:24:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13525.20 total_reward_ma:12026.04 loss:0.01289 fps:1069 +frame:8.41e+06 wall_t:7865 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.5672 +2026-01-07 13:24:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13478.30 total_reward_ma:12059.76 loss:0.01485 fps:1069 +frame:8.42e+06 wall_t:7874 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.5559 +2026-01-07 13:24:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13491.90 total_reward_ma:12094.37 loss:0.01519 fps:1070 +frame:8.43e+06 wall_t:7882 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.5982 +2026-01-07 13:24:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13509.00 total_reward_ma:12129.66 loss:0.01902 fps:1070 +frame:8.44e+06 wall_t:7891 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.4845 +2026-01-07 13:25:02 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13365.25 total_reward_ma:12164.29 loss:0.02122 fps:1070 +frame:8.45e+06 wall_t:7899 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.5553 +2026-01-07 13:25:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13365.25 total_reward_ma:12198.62 loss:0.01333 fps:1070 +frame:8.46e+06 wall_t:7908 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5843 +2026-01-07 13:25:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13481.00 total_reward_ma:12234.11 loss:0.008689 fps:1070 +frame:8.47e+06 wall_t:7917 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5776 +2026-01-07 13:25:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13481.00 total_reward_ma:12267.62 loss:0.01904 fps:1070 +frame:8.48e+06 wall_t:7926 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.606 +2026-01-07 13:25:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13654.10 total_reward_ma:12302.02 loss:0.01435 fps:1070 +frame:8.49e+06 wall_t:7935 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.5843 +2026-01-07 13:25:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13523.90 total_reward_ma:12335.19 loss:0.01161 fps:1070 +frame:8.50e+06 wall_t:7944 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.63 +2026-01-07 13:25:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13442.80 total_reward_ma:12367.54 loss:0.01273 fps:1070 +frame:8.51e+06 wall_t:7953 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.5811 +2026-01-07 13:26:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13872.60 total_reward_ma:12403.63 loss:0.01269 fps:1070 +frame:8.52e+06 wall_t:7962 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.6045 +2026-01-07 13:26:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13872.60 total_reward_ma:12440.30 loss:0.0129 fps:1070 +frame:8.53e+06 wall_t:7971 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.5215 +2026-01-07 13:26:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13652.60 total_reward_ma:12473.68 loss:0.01639 fps:1070 +frame:8.54e+06 wall_t:7979 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6044 +2026-01-07 13:26:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13866.40 total_reward_ma:12509.20 loss:0.01034 fps:1070 +frame:8.55e+06 wall_t:7988 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.5584 +2026-01-07 13:26:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13908.10 total_reward_ma:12545.41 loss:0.01875 fps:1071 +frame:8.56e+06 wall_t:7996 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5348 +2026-01-07 13:26:49 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14034.50 total_reward_ma:12582.34 loss:0.005529 fps:1071 +frame:8.57e+06 wall_t:8005 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.5439 +2026-01-07 13:26:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14029.35 total_reward_ma:12619.22 loss:0.0228 fps:1071 +frame:8.58e+06 wall_t:8014 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.5568 +2026-01-07 13:27:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14014.25 total_reward_ma:12653.35 loss:0.01945 fps:1071 +frame:8.59e+06 wall_t:8023 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.5873 +2026-01-07 13:27:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13798.90 total_reward_ma:12683.08 loss:0.003663 fps:1071 +frame:8.60e+06 wall_t:8032 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5608 +2026-01-07 13:27:25 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13798.90 total_reward_ma:12712.81 loss:0.01661 fps:1071 +frame:8.61e+06 wall_t:8042 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.529 +2026-01-07 13:27:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13845.40 total_reward_ma:12743.30 loss:0.006526 fps:1071 +frame:8.62e+06 wall_t:8050 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5545 +2026-01-07 13:27:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13857.80 total_reward_ma:12771.00 loss:0.01597 fps:1071 +frame:8.63e+06 wall_t:8059 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.5712 +2026-01-07 13:27:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13847.50 total_reward_ma:12798.61 loss:0.01769 fps:1071 +frame:8.64e+06 wall_t:8069 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5707 +2026-01-07 13:28:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14011.80 total_reward_ma:12827.36 loss:-0.000286 fps:1071 +frame:8.65e+06 wall_t:8078 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.5777 +2026-01-07 13:28:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14011.80 total_reward_ma:12855.87 loss:0.0137 fps:1071 +frame:8.66e+06 wall_t:8087 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.6476 +2026-01-07 13:28:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14007.90 total_reward_ma:12882.61 loss:0.02304 fps:1071 +frame:8.67e+06 wall_t:8097 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.5873 +2026-01-07 13:28:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13976.75 total_reward_ma:12909.34 loss:0.003105 fps:1071 +frame:8.68e+06 wall_t:8106 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.6343 +2026-01-07 13:28:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:13976.75 total_reward_ma:12934.62 loss:0.01737 fps:1071 +frame:8.69e+06 wall_t:8115 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6215 +2026-01-07 13:28:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14254.60 total_reward_ma:12962.68 loss:0.01636 fps:1071 +frame:8.70e+06 wall_t:8125 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.5376 +2026-01-07 13:28:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14344.00 total_reward_ma:12991.76 loss:0.0158 fps:1071 +frame:8.71e+06 wall_t:8133 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.5758 +2026-01-07 13:29:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14267.10 total_reward_ma:13019.41 loss:0.01187 fps:1071 +frame:8.72e+06 wall_t:8142 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.5609 +2026-01-07 13:29:14 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14267.10 total_reward_ma:13046.58 loss:0.01326 fps:1071 +frame:8.73e+06 wall_t:8151 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.5531 +2026-01-07 13:29:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14295.35 total_reward_ma:13074.55 loss:0.01885 fps:1071 +frame:8.74e+06 wall_t:8161 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.5285 +2026-01-07 13:29:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14218.45 total_reward_ma:13102.33 loss:0.01888 fps:1071 +frame:8.75e+06 wall_t:8170 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5535 +2026-01-07 13:29:42 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14436.00 total_reward_ma:13132.28 loss:0.01757 fps:1071 +frame:8.76e+06 wall_t:8179 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.5623 +2026-01-07 13:29:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14484.25 total_reward_ma:13163.05 loss:0.0135 fps:1071 +frame:8.77e+06 wall_t:8188 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.6302 +2026-01-07 13:30:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14441.60 total_reward_ma:13193.26 loss:0.0185 fps:1071 +frame:8.78e+06 wall_t:8198 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.5281 +2026-01-07 13:30:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14810.60 total_reward_ma:13226.82 loss:0.01841 fps:1071 +frame:8.79e+06 wall_t:8206 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.5438 +2026-01-07 13:30:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14956.65 total_reward_ma:13261.80 loss:0.01936 fps:1071 +frame:8.80e+06 wall_t:8215 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.581 +2026-01-07 13:30:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14902.10 total_reward_ma:13297.09 loss:0.01471 fps:1071 +frame:8.81e+06 wall_t:8224 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.5608 +2026-01-07 13:30:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14902.10 total_reward_ma:13332.15 loss:0.01042 fps:1071 +frame:8.82e+06 wall_t:8234 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.5533 +2026-01-07 13:30:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14902.10 total_reward_ma:13365.06 loss:0.03064 fps:1071 +frame:8.83e+06 wall_t:8243 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.5847 +2026-01-07 13:30:56 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14854.20 total_reward_ma:13396.93 loss:0.01966 fps:1071 +frame:8.84e+06 wall_t:8253 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.5874 +2026-01-07 13:31:05 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14868.85 total_reward_ma:13427.81 loss:0.009678 fps:1071 +frame:8.85e+06 wall_t:8262 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.5236 +2026-01-07 13:31:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14792.90 total_reward_ma:13457.92 loss:0.01132 fps:1071 +frame:8.86e+06 wall_t:8272 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5184 +2026-01-07 13:31:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14792.90 total_reward_ma:13488.03 loss:0.006452 fps:1071 +frame:8.87e+06 wall_t:8281 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5375 +2026-01-07 13:31:32 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14758.20 total_reward_ma:13517.46 loss:0.01348 fps:1071 +frame:8.88e+06 wall_t:8289 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5403 +2026-01-07 13:31:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14795.35 total_reward_ma:13545.85 loss:0.0109 fps:1071 +frame:8.89e+06 wall_t:8298 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.6287 +2026-01-07 13:31:51 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14712.65 total_reward_ma:13573.42 loss:0.009313 fps:1071 +frame:8.90e+06 wall_t:8307 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5481 +2026-01-07 13:32:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14628.65 total_reward_ma:13599.10 loss:0.009908 fps:1071 +frame:8.91e+06 wall_t:8317 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.4763 +2026-01-07 13:32:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14995.60 total_reward_ma:13625.29 loss:0.02247 fps:1071 +frame:8.92e+06 wall_t:8326 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.583 +2026-01-07 13:32:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14856.00 total_reward_ma:13650.02 loss:0.0002752 fps:1071 +frame:8.93e+06 wall_t:8335 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.5835 +2026-01-07 13:32:28 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14856.00 total_reward_ma:13674.49 loss:0.01133 fps:1071 +frame:8.94e+06 wall_t:8345 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5823 +2026-01-07 13:32:37 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14856.00 total_reward_ma:13699.19 loss:0.01391 fps:1071 +frame:8.95e+06 wall_t:8354 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.5462 +2026-01-07 13:32:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14734.85 total_reward_ma:13719.20 loss:0.005554 fps:1071 +frame:8.96e+06 wall_t:8363 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.5492 +2026-01-07 13:32:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14455.25 total_reward_ma:13738.33 loss:0.01322 fps:1072 +frame:8.97e+06 wall_t:8371 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5428 +2026-01-07 13:33:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14496.25 total_reward_ma:13759.15 loss:0.01268 fps:1072 +frame:8.98e+06 wall_t:8380 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5759 +2026-01-07 13:33:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14491.95 total_reward_ma:13778.71 loss:0.01719 fps:1072 +frame:8.99e+06 wall_t:8390 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5159 +2026-01-07 13:33:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14648.70 total_reward_ma:13797.98 loss:0.007927 fps:1072 +frame:9.00e+06 wall_t:8399 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5292 +2026-01-07 13:33:31 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14693.25 total_reward_ma:13816.94 loss:0.01208 fps:1072 +frame:9.01e+06 wall_t:8408 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.5822 +2026-01-07 13:33:40 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14694.45 total_reward_ma:13835.58 loss:0.004496 fps:1072 +frame:9.02e+06 wall_t:8417 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.4973 +2026-01-07 13:33:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14694.45 total_reward_ma:13853.32 loss:0.01025 fps:1072 +frame:9.03e+06 wall_t:8427 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5106 +2026-01-07 13:33:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14694.45 total_reward_ma:13870.64 loss:0.02113 fps:1072 +frame:9.04e+06 wall_t:8436 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5231 +2026-01-07 13:34:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14744.10 total_reward_ma:13888.46 loss:0.02189 fps:1072 +frame:9.05e+06 wall_t:8444 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.5075 +2026-01-07 13:34:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14744.10 total_reward_ma:13906.01 loss:0.007409 fps:1072 +frame:9.06e+06 wall_t:8453 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.483 +2026-01-07 13:34:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14717.05 total_reward_ma:13922.87 loss:0.01641 fps:1072 +frame:9.07e+06 wall_t:8463 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.561 +2026-01-07 13:34:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14586.30 total_reward_ma:13938.04 loss:0.0152 fps:1072 +frame:9.08e+06 wall_t:8472 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.58 +2026-01-07 13:34:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14370.70 total_reward_ma:13949.98 loss:0.01741 fps:1072 +frame:9.09e+06 wall_t:8481 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.4964 +2026-01-07 13:34:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14433.80 total_reward_ma:13962.55 loss:0.005672 fps:1072 +frame:9.10e+06 wall_t:8491 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.5092 +2026-01-07 13:35:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14432.60 total_reward_ma:13974.76 loss:0.01576 fps:1072 +frame:9.11e+06 wall_t:8500 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.5806 +2026-01-07 13:35:12 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14453.50 total_reward_ma:13985.80 loss:0.01662 fps:1072 +frame:9.12e+06 wall_t:8509 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.5155 +2026-01-07 13:35:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14541.95 total_reward_ma:13997.73 loss:0.02216 fps:1072 +frame:9.13e+06 wall_t:8519 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5264 +2026-01-07 13:35:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14703.80 total_reward_ma:14011.28 loss:0.00868 fps:1072 +frame:9.14e+06 wall_t:8527 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.5361 +2026-01-07 13:35:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14652.20 total_reward_ma:14024.26 loss:0.02234 fps:1072 +frame:9.15e+06 wall_t:8536 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.5621 +2026-01-07 13:35:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14649.60 total_reward_ma:14038.46 loss:0.02124 fps:1072 +frame:9.16e+06 wall_t:8545 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.5724 +2026-01-07 13:35:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14690.65 total_reward_ma:14052.93 loss:0.02539 fps:1072 +frame:9.17e+06 wall_t:8554 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5315 +2026-01-07 13:36:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14622.45 total_reward_ma:14067.07 loss:0.02387 fps:1072 +frame:9.18e+06 wall_t:8563 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.5728 +2026-01-07 13:36:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14623.00 total_reward_ma:14081.20 loss:0.01479 fps:1072 +frame:9.19e+06 wall_t:8572 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5236 +2026-01-07 13:36:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14623.00 total_reward_ma:14096.48 loss:0.02327 fps:1072 +frame:9.20e+06 wall_t:8581 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.5074 +2026-01-07 13:36:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14725.90 total_reward_ma:14111.94 loss:0.01956 fps:1072 +frame:9.21e+06 wall_t:8590 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.4623 +2026-01-07 13:36:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:14750.35 total_reward_ma:14128.76 loss:0.009643 fps:1072 +frame:9.22e+06 wall_t:8598 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.5064 +2026-01-07 13:36:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15062.15 total_reward_ma:14149.57 loss:0.02297 fps:1072 +frame:9.23e+06 wall_t:8607 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.4952 +2026-01-07 13:36:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15192.95 total_reward_ma:14171.69 loss:0.01199 fps:1072 +frame:9.24e+06 wall_t:8616 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.4946 +2026-01-07 13:37:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15226.95 total_reward_ma:14194.15 loss:0.01757 fps:1072 +frame:9.25e+06 wall_t:8625 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.4385 +2026-01-07 13:37:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15742.15 total_reward_ma:14221.47 loss:0.01882 fps:1073 +frame:9.26e+06 wall_t:8634 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.5308 +2026-01-07 13:37:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15621.35 total_reward_ma:14249.47 loss:0.02342 fps:1073 +frame:9.27e+06 wall_t:8642 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.4936 +2026-01-07 13:37:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15658.20 total_reward_ma:14277.21 loss:0.008105 fps:1073 +frame:9.28e+06 wall_t:8651 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.5597 +2026-01-07 13:37:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15542.75 total_reward_ma:14302.79 loss:0.01991 fps:1073 +frame:9.29e+06 wall_t:8660 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.4734 +2026-01-07 13:37:52 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15716.80 total_reward_ma:14328.31 loss:0.02578 fps:1073 +frame:9.30e+06 wall_t:8669 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.516 +2026-01-07 13:38:00 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15711.45 total_reward_ma:14353.30 loss:0.01179 fps:1073 +frame:9.31e+06 wall_t:8677 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.4798 +2026-01-07 13:38:09 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15711.45 total_reward_ma:14379.14 loss:0.01436 fps:1073 +frame:9.32e+06 wall_t:8686 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5046 +2026-01-07 13:38:18 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15457.40 total_reward_ma:14402.45 loss:0.01962 fps:1073 +frame:9.33e+06 wall_t:8695 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.5026 +2026-01-07 13:38:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15349.25 total_reward_ma:14422.28 loss:0.02515 fps:1073 +frame:9.34e+06 wall_t:8704 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.5082 +2026-01-07 13:38:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15349.25 total_reward_ma:14441.69 loss:0.01425 fps:1073 +frame:9.35e+06 wall_t:8713 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.4692 +2026-01-07 13:38:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15556.80 total_reward_ma:14460.87 loss:0.01144 fps:1073 +frame:9.36e+06 wall_t:8722 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5055 +2026-01-07 13:38:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15556.80 total_reward_ma:14479.47 loss:0.01079 fps:1073 +frame:9.37e+06 wall_t:8731 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.5127 +2026-01-07 13:39:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15525.75 total_reward_ma:14496.51 loss:0.02387 fps:1073 +frame:9.38e+06 wall_t:8740 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.5075 +2026-01-07 13:39:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15531.25 total_reward_ma:14516.58 loss:0.0168 fps:1073 +frame:9.39e+06 wall_t:8748 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.4649 +2026-01-07 13:39:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15690.25 total_reward_ma:14538.22 loss:0.009647 fps:1073 +frame:9.40e+06 wall_t:8757 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.4697 +2026-01-07 13:39:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15603.85 total_reward_ma:14559.01 loss:0.02946 fps:1074 +frame:9.41e+06 wall_t:8765 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.4731 +2026-01-07 13:39:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15530.10 total_reward_ma:14579.53 loss:0.02832 fps:1074 +frame:9.42e+06 wall_t:8774 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.5137 +2026-01-07 13:39:46 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15355.65 total_reward_ma:14598.17 loss:0.007686 fps:1074 +frame:9.43e+06 wall_t:8783 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.4707 +2026-01-07 13:39:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15162.00 total_reward_ma:14614.70 loss:0.01932 fps:1074 +frame:9.44e+06 wall_t:8792 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.5047 +2026-01-07 13:40:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15248.40 total_reward_ma:14633.53 loss:0.01582 fps:1074 +frame:9.45e+06 wall_t:8801 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.5309 +2026-01-07 13:40:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15248.40 total_reward_ma:14652.36 loss:0.01211 fps:1074 +frame:9.46e+06 wall_t:8810 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.4979 +2026-01-07 13:40:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15248.40 total_reward_ma:14670.03 loss:0.01934 fps:1074 +frame:9.47e+06 wall_t:8819 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.4384 +2026-01-07 13:40:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15279.40 total_reward_ma:14688.02 loss:0.02127 fps:1074 +frame:9.48e+06 wall_t:8827 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.4918 +2026-01-07 13:40:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15563.15 total_reward_ma:14707.11 loss:0.02844 fps:1074 +frame:9.49e+06 wall_t:8836 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.459 +2026-01-07 13:40:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15563.15 total_reward_ma:14727.50 loss:0.02275 fps:1074 +frame:9.50e+06 wall_t:8845 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.4985 +2026-01-07 13:40:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:15600.60 total_reward_ma:14749.08 loss:0.02663 fps:1074 +frame:9.51e+06 wall_t:8854 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.4602 +2026-01-07 13:41:07 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:16252.45 total_reward_ma:14772.88 loss:0.02626 fps:1074 +frame:9.52e+06 wall_t:8863 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.4642 +2026-01-07 13:41:16 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:16561.05 total_reward_ma:14799.76 loss:0.01622 fps:1074 +frame:9.53e+06 wall_t:8872 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.5656 +2026-01-07 13:41:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:16717.15 total_reward_ma:14830.41 loss:0.02296 fps:1074 +frame:9.54e+06 wall_t:8881 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.4996 +2026-01-07 13:41:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:16717.15 total_reward_ma:14858.92 loss:0.0223 fps:1074 +frame:9.55e+06 wall_t:8890 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.5185 +2026-01-07 13:41:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:16755.55 total_reward_ma:14887.39 loss:0.02555 fps:1074 +frame:9.56e+06 wall_t:8898 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.519 +2026-01-07 13:41:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17029.70 total_reward_ma:14917.34 loss:0.00827 fps:1074 +frame:9.57e+06 wall_t:8907 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.5132 +2026-01-07 13:41:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17160.25 total_reward_ma:14948.65 loss:0.01896 fps:1074 +frame:9.58e+06 wall_t:8916 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.5806 +2026-01-07 13:42:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17219.50 total_reward_ma:14980.70 loss:0.01724 fps:1075 +frame:9.59e+06 wall_t:8925 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.5512 +2026-01-07 13:42:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17238.90 total_reward_ma:15015.10 loss:0.02978 fps:1075 +frame:9.60e+06 wall_t:8934 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.5318 +2026-01-07 13:42:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17238.90 total_reward_ma:15049.50 loss:0.01684 fps:1075 +frame:9.61e+06 wall_t:8943 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.4705 +2026-01-07 13:42:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17195.15 total_reward_ma:15083.00 loss:0.02175 fps:1075 +frame:9.62e+06 wall_t:8952 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.4885 +2026-01-07 13:42:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17180.65 total_reward_ma:15116.23 loss:0.02546 fps:1075 +frame:9.63e+06 wall_t:8961 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.5018 +2026-01-07 13:42:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17246.45 total_reward_ma:15150.22 loss:0.02356 fps:1075 +frame:9.64e+06 wall_t:8969 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.481 +2026-01-07 13:43:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17172.40 total_reward_ma:15181.83 loss:0.02752 fps:1075 +frame:9.65e+06 wall_t:8978 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.5513 +2026-01-07 13:43:10 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17149.95 total_reward_ma:15213.21 loss:0.01982 fps:1075 +frame:9.66e+06 wall_t:8987 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.4935 +2026-01-07 13:43:19 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17149.95 total_reward_ma:15244.63 loss:0.02435 fps:1075 +frame:9.67e+06 wall_t:8996 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.579 +2026-01-07 13:43:27 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17082.50 total_reward_ma:15275.69 loss:0.01642 fps:1075 +frame:9.68e+06 wall_t:9004 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5703 +2026-01-07 13:43:36 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17082.50 total_reward_ma:15306.74 loss:0.02779 fps:1075 +frame:9.69e+06 wall_t:9013 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.4959 +2026-01-07 13:43:45 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17221.20 total_reward_ma:15336.41 loss:0.01848 fps:1075 +frame:9.70e+06 wall_t:9022 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5571 +2026-01-07 13:43:54 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17160.85 total_reward_ma:15364.58 loss:0.0277 fps:1075 +frame:9.71e+06 wall_t:9031 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.459 +2026-01-07 13:44:03 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17316.65 total_reward_ma:15395.07 loss:0.02017 fps:1075 +frame:9.72e+06 wall_t:9040 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.4937 +2026-01-07 13:44:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17365.80 total_reward_ma:15426.06 loss:0.02739 fps:1075 +frame:9.73e+06 wall_t:9048 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.5151 +2026-01-07 13:44:20 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17365.80 total_reward_ma:15456.76 loss:0.02744 fps:1075 +frame:9.74e+06 wall_t:9057 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.5076 +2026-01-07 13:44:29 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17365.80 total_reward_ma:15488.24 loss:0.01161 fps:1075 +frame:9.75e+06 wall_t:9066 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.4751 +2026-01-07 13:44:38 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17470.20 total_reward_ma:15518.58 loss:0.02641 fps:1075 +frame:9.76e+06 wall_t:9075 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5033 +2026-01-07 13:44:47 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17470.20 total_reward_ma:15548.44 loss:0.02447 fps:1076 +frame:9.77e+06 wall_t:9084 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.482 +2026-01-07 13:44:55 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17625.05 total_reward_ma:15580.27 loss:0.0293 fps:1076 +frame:9.78e+06 wall_t:9092 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.438 +2026-01-07 13:45:04 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:17747.65 total_reward_ma:15609.64 loss:0.02219 fps:1076 +frame:9.79e+06 wall_t:9101 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.4886 +2026-01-07 13:45:13 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18333.25 total_reward_ma:15643.41 loss:0.01448 fps:1076 +frame:9.80e+06 wall_t:9110 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5464 +2026-01-07 13:45:22 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18333.25 total_reward_ma:15677.72 loss:0.0195 fps:1076 +frame:9.81e+06 wall_t:9119 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.4595 +2026-01-07 13:45:30 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18366.80 total_reward_ma:15712.37 loss:0.02801 fps:1076 +frame:9.82e+06 wall_t:9127 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.477 +2026-01-07 13:45:39 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18366.80 total_reward_ma:15747.01 loss:0.02396 fps:1076 +frame:9.83e+06 wall_t:9136 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.5388 +2026-01-07 13:45:48 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18366.80 total_reward_ma:15782.14 loss:0.0237 fps:1076 +frame:9.84e+06 wall_t:9145 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.5062 +2026-01-07 13:45:57 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18366.80 total_reward_ma:15817.12 loss:0.04188 fps:1076 +frame:9.85e+06 wall_t:9154 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.5032 +2026-01-07 13:46:06 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18619.05 total_reward_ma:15855.38 loss:0.02588 fps:1076 +frame:9.86e+06 wall_t:9163 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.5038 +2026-01-07 13:46:15 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18781.80 total_reward_ma:15895.27 loss:0.01118 fps:1076 +frame:9.87e+06 wall_t:9172 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.5074 +2026-01-07 13:46:24 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18781.80 total_reward_ma:15935.50 loss:0.03242 fps:1076 +frame:9.88e+06 wall_t:9181 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.4854 +2026-01-07 13:46:33 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18751.35 total_reward_ma:15975.07 loss:0.01956 fps:1076 +frame:9.89e+06 wall_t:9190 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.4227 +2026-01-07 13:46:41 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18751.35 total_reward_ma:16015.45 loss:0.01304 fps:1076 +frame:9.90e+06 wall_t:9198 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.4626 +2026-01-07 13:46:50 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:18957.95 total_reward_ma:16058.75 loss:0.02001 fps:1076 +frame:9.91e+06 wall_t:9207 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.5109 +2026-01-07 13:46:59 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:19378.80 total_reward_ma:16102.58 loss:0.02562 fps:1076 +frame:9.92e+06 wall_t:9216 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.4565 +2026-01-07 13:47:08 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:19378.80 total_reward_ma:16147.81 loss:0.02297 fps:1076 +frame:9.93e+06 wall_t:9225 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.506 +2026-01-07 13:47:17 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:19981.45 total_reward_ma:16199.06 loss:0.02671 fps:1076 +frame:9.94e+06 wall_t:9234 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.5109 +2026-01-07 13:47:26 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:20700.25 total_reward_ma:16257.50 loss:0.02426 fps:1076 +frame:9.95e+06 wall_t:9243 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.4936 +2026-01-07 13:47:35 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:20526.75 total_reward_ma:16315.42 loss:0.03349 fps:1077 +frame:9.96e+06 wall_t:9252 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.5442 +2026-01-07 13:47:44 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:21558.25 total_reward_ma:16386.45 loss:0.024 fps:1077 +frame:9.97e+06 wall_t:9261 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.539 +2026-01-07 13:47:53 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:21833.75 total_reward_ma:16459.83 loss:0.02077 fps:1077 +frame:9.98e+06 wall_t:9270 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.5431 +2026-01-07 13:48:01 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:21788.05 total_reward_ma:16532.79 loss:0.03107 fps:1077 +frame:9.99e+06 wall_t:9278 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.4956 +2026-01-07 13:48:11 | INFO | PID:1303 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_demonattack_t0_s3 [train] +total_reward:21669.35 total_reward_ma:16602.99 loss:0.02647 fps:1077 +frame:1.00e+07 wall_t:9288 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.4531 +2026-01-07 13:48:12 | INFO | PID:1303 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_spec.json b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..ee12e939e43d36eca48d1ad7b54cf907e380b603 --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.7, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + 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b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_t0_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..ee12e939e43d36eca48d1ad7b54cf907e380b603 --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_t0_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "name": "PPO", + "action_pdtype": "default", + "action_policy": "default", + "explore_var_spec": null, + "gamma": 0.99, + "lam": 0.7, + "clip_eps_spec": { + "name": "no_decay", + "start_val": 0.1, + "end_val": 0.1, + "start_step": 0, + "end_step": 0 + }, + "entropy_coef_spec": { + "name": "no_decay", + "start_val": 0.01, + "end_val": 0.01, + "start_step": 0, + "end_step": 0 + }, + "val_loss_coef": 0.5, + "time_horizon": 128, + "minibatch_size": 256, + "training_epoch": 4, + "clip_vloss": true + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + 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"data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_t0", + "git_sha": "unknown", + "random_seed": null, + "predir": "data/ppo_atari_lam70_demonattack_2026_01_07_111315", + "graph_prepath": "data/ppo_atari_lam70_demonattack_2026_01_07_111315/graph/ppo_atari_lam70_demonattack_t0", + "info_prepath": "data/ppo_atari_lam70_demonattack_2026_01_07_111315/info/ppo_atari_lam70_demonattack_t0", + "log_prepath": "data/ppo_atari_lam70_demonattack_2026_01_07_111315/log/ppo_atari_lam70_demonattack_t0", + "model_prepath": "data/ppo_atari_lam70_demonattack_2026_01_07_111315/model/ppo_atari_lam70_demonattack_t0" + }, + "name": "ppo_atari_lam70_demonattack" +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_t0_trial_metrics_scalar.json b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..db9c3353bda292be9d308fba4d26700624ecc9fe --- /dev/null +++ b/data/ppo_atari_lam70_demonattack_2026_01_07_111315/ppo_atari_lam70_demonattack_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 16558.03125, + "strength": 6785.85595703125, + "max_strength": 19709.033203125, + "final_strength": 19618.033203125, + "sample_efficiency": 1.7448951439291704e-07, + "training_efficiency": 1.115289251174545e-05, + "stability": 0.9972057342529297, + "consistency": 0.85611492395401 +} \ No newline at end of file