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a/data/ppo_atari_lam85_riverraid_2026_01_07_204356/info/ppo_atari_lam85_riverraid_t0_trial_metrics_scalar.json b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/info/ppo_atari_lam85_riverraid_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..e94f07286f6fc2ee91f9390166c24ab19c864989 --- /dev/null +++ b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/info/ppo_atari_lam85_riverraid_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 9427.869140625, + "strength": 5461.24609375, + "max_strength": 8283.2666015625, + "final_strength": 8105.06640625, + "sample_efficiency": 2.126861176066086e-07, + "training_efficiency": 1.3416582987701986e-05, + "stability": 0.9977154731750488, + "consistency": 0.6297064423561096 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0.log b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..31715593dc163e9966adeba3df8a9afb92cfae99 --- /dev/null +++ b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0.log @@ -0,0 +1,5 @@ +2026-01-07 22:32:45 | INFO | PID:1545 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:9427.87 | strength:5461 | max_strength:8283 | final_strength:8105 | sample_efficiency:2.127e-07 | training_efficiency:1.342e-05 | stability:0.9977 | consistency:0.6297 +2026-01-07 22:32:45 | INFO | PID:1545 | slm_lab.lib.logger:info | Trial 0 done +2026-01-07 22:32:45 | INFO | PID:1545 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_riverraid_2026_01_07_204356 +2026-01-07 22:32:45 | INFO | PID:1545 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-07 22:32:45 | INFO | PID:1545 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_riverraid_2026_01_07_204356 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_riverraid_2026_01_07_204356... diff --git a/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s0.log b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..906bb9c51c48fca16f9364e3be22708c8696b164 --- /dev/null +++ b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s0.log @@ -0,0 +1,1174 @@ +2026-01-07 20:43:58 | INFO | PID:1590 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:44:02 | INFO | PID:1590 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-07 20:44:02 | INFO | PID:1590 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.85 + 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: 0.85 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +net_names: ['net'] +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-05 + foreach: None + fused: None + initial_lr: 0.00025 + lr: 0.00025 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-07 20:44:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:926.67 total_reward_ma:926.67 loss:-0.009686 fps:833.3 +frame:1.00e+04 wall_t:12 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.54 +2026-01-07 20:44:19 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1294.00 total_reward_ma:1110.33 loss:0.0006092 fps:1053 +frame:2.00e+04 wall_t:19 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.44 +2026-01-07 20:44:27 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1284.10 total_reward_ma:1168.26 loss:-0.002423 fps:1111 +frame:3.00e+04 wall_t:27 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.363 +2026-01-07 20:44:37 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1364.39 total_reward_ma:1217.29 loss:-0.0007059 fps:1081 +frame:4.00e+04 wall_t:37 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.384 +2026-01-07 20:44:46 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1454.17 total_reward_ma:1264.66 loss:-0.004232 fps:1087 +frame:5.00e+04 wall_t:46 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.331 +2026-01-07 20:44:54 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1494.22 total_reward_ma:1302.92 loss:-0.0002625 fps:1111 +frame:6.00e+04 wall_t:54 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.31 +2026-01-07 20:45:03 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1575.20 total_reward_ma:1341.82 loss:-0.00235 fps:1111 +frame:7.00e+04 wall_t:63 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.168 +2026-01-07 20:45:11 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1691.60 total_reward_ma:1385.54 loss:0.005368 fps:1127 +frame:8.00e+04 wall_t:71 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.255 +2026-01-07 20:45:18 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1784.80 total_reward_ma:1429.90 loss:-0.006872 fps:1139 +frame:9.00e+04 wall_t:79 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.444 +2026-01-07 20:45:27 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1890.50 total_reward_ma:1475.96 loss:-0.009924 fps:1149 +frame:1.00e+05 wall_t:87 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.501 +2026-01-07 20:45:34 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1924.30 total_reward_ma:1516.72 loss:-0.002736 fps:1170 +frame:1.10e+05 wall_t:94 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.24 +2026-01-07 20:45:43 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:1996.30 total_reward_ma:1556.69 loss:-0.01276 fps:1165 +frame:1.20e+05 wall_t:103 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.235 +2026-01-07 20:45:51 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2077.20 total_reward_ma:1596.73 loss:-0.009532 fps:1161 +frame:1.30e+05 wall_t:112 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.224 +2026-01-07 20:46:00 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2126.30 total_reward_ma:1634.55 loss:-0.008836 fps:1167 +frame:1.40e+05 wall_t:120 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.201 +2026-01-07 20:46:09 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2147.20 total_reward_ma:1668.73 loss:-0.01222 fps:1163 +frame:1.50e+05 wall_t:129 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.207 +2026-01-07 20:46:19 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2171.80 total_reward_ma:1700.17 loss:-0.002929 fps:1151 +frame:1.60e+05 wall_t:139 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.11 +2026-01-07 20:46:28 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2184.30 total_reward_ma:1728.65 loss:-0.01825 fps:1149 +frame:1.70e+05 wall_t:148 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.39 +2026-01-07 20:46:35 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2224.50 total_reward_ma:1756.20 loss:-0.006948 fps:1161 +frame:1.80e+05 wall_t:155 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.03 +2026-01-07 20:46:44 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2273.40 total_reward_ma:1783.42 loss:-0.004258 fps:1159 +frame:1.90e+05 wall_t:164 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.883 +2026-01-07 20:46:52 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2282.90 total_reward_ma:1808.39 loss:-0.01086 fps:1156 +frame:2.00e+05 wall_t:173 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.203 +2026-01-07 20:47:01 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2289.60 total_reward_ma:1831.31 loss:-0.005279 fps:1160 +frame:2.10e+05 wall_t:181 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.316 +2026-01-07 20:47:10 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2303.60 total_reward_ma:1852.77 loss:0.001871 fps:1158 +frame:2.20e+05 wall_t:190 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.987 +2026-01-07 20:47:19 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2299.50 total_reward_ma:1872.20 loss:-0.01471 fps:1150 +frame:2.30e+05 wall_t:200 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.023 +2026-01-07 20:47:28 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2306.10 total_reward_ma:1890.28 loss:-0.009665 fps:1154 +frame:2.40e+05 wall_t:208 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.141 +2026-01-07 20:47:36 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2301.90 total_reward_ma:1906.74 loss:-0.02204 fps:1157 +frame:2.50e+05 wall_t:216 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.168 +2026-01-07 20:47:44 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2273.50 total_reward_ma:1920.85 loss:-0.001597 fps:1161 +frame:2.60e+05 wall_t:224 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.944 +2026-01-07 20:47:52 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2255.60 total_reward_ma:1933.25 loss:-0.003495 fps:1164 +frame:2.70e+05 wall_t:232 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.88 +2026-01-07 20:48:01 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2256.70 total_reward_ma:1944.80 loss:-0.01626 fps:1162 +frame:2.80e+05 wall_t:241 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.144 +2026-01-07 20:48:09 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2255.30 total_reward_ma:1955.51 loss:-0.005845 fps:1165 +frame:2.90e+05 wall_t:249 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.275 +2026-01-07 20:48:18 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2258.20 total_reward_ma:1965.59 loss:-0.004855 fps:1163 +frame:3.00e+05 wall_t:258 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.864 +2026-01-07 20:48:25 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2285.80 total_reward_ma:1975.92 loss:0.01652 fps:1165 +frame:3.10e+05 wall_t:266 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.095 +2026-01-07 20:48:34 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2293.90 total_reward_ma:1985.86 loss:-0.009469 fps:1168 +frame:3.20e+05 wall_t:274 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.027 +2026-01-07 20:48:43 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2286.20 total_reward_ma:1994.96 loss:-0.009869 fps:1166 +frame:3.30e+05 wall_t:283 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.914 +2026-01-07 20:48:51 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2304.40 total_reward_ma:2004.06 loss:-0.007733 fps:1168 +frame:3.40e+05 wall_t:291 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.877 +2026-01-07 20:48:58 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2311.70 total_reward_ma:2012.85 loss:-0.005981 fps:1174 +frame:3.50e+05 wall_t:298 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.11 +2026-01-07 20:49:06 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2309.80 total_reward_ma:2021.10 loss:-0.003521 fps:1176 +frame:3.60e+05 wall_t:306 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.053 +2026-01-07 20:49:15 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2347.90 total_reward_ma:2029.93 loss:0.001134 fps:1175 +frame:3.70e+05 wall_t:315 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.044 +2026-01-07 20:49:23 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2367.30 total_reward_ma:2038.81 loss:0.0001438 fps:1176 +frame:3.80e+05 wall_t:323 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.125 +2026-01-07 20:49:32 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2365.70 total_reward_ma:2047.19 loss:-0.00636 fps:1175 +frame:3.90e+05 wall_t:332 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.081 +2026-01-07 20:49:41 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2371.00 total_reward_ma:2055.29 loss:-0.004544 fps:1173 +frame:4.00e+05 wall_t:341 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.987 +2026-01-07 20:49:49 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2371.80 total_reward_ma:2063.01 loss:0.00136 fps:1175 +frame:4.10e+05 wall_t:349 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.21 +2026-01-07 20:49:57 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2384.40 total_reward_ma:2070.66 loss:-0.01968 fps:1176 +frame:4.20e+05 wall_t:357 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.193 +2026-01-07 20:50:05 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2435.90 total_reward_ma:2079.15 loss:-0.004121 fps:1178 +frame:4.30e+05 wall_t:365 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.071 +2026-01-07 20:50:13 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2473.20 total_reward_ma:2088.11 loss:-0.01165 fps:1180 +frame:4.40e+05 wall_t:373 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.062 +2026-01-07 20:50:22 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2493.50 total_reward_ma:2097.12 loss:-0.009992 fps:1178 +frame:4.50e+05 wall_t:382 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.153 +2026-01-07 20:50:30 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2488.00 total_reward_ma:2105.62 loss:0.00297 fps:1179 +frame:4.60e+05 wall_t:390 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.118 +2026-01-07 20:50:39 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2506.00 total_reward_ma:2114.14 loss:-0.009946 fps:1178 +frame:4.70e+05 wall_t:399 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.981 +2026-01-07 20:50:48 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2525.20 total_reward_ma:2122.70 loss:0.004156 fps:1176 +frame:4.80e+05 wall_t:408 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.954 +2026-01-07 20:50:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2581.70 total_reward_ma:2132.07 loss:0.001452 fps:1178 +frame:4.90e+05 wall_t:416 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.923 +2026-01-07 20:51:04 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2595.80 total_reward_ma:2141.34 loss:0.002671 fps:1179 +frame:5.00e+05 wall_t:424 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.937 +2026-01-07 20:51:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2593.10 total_reward_ma:2150.20 loss:-0.001042 fps:1181 +frame:5.10e+05 wall_t:432 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.056 +2026-01-07 20:51:19 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2581.00 total_reward_ma:2158.48 loss:0.006286 fps:1185 +frame:5.20e+05 wall_t:439 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.936 +2026-01-07 20:51:28 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2560.00 total_reward_ma:2166.06 loss:0.0124 fps:1183 +frame:5.30e+05 wall_t:448 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.79 +2026-01-07 20:51:36 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2594.80 total_reward_ma:2174.00 loss:-0.0009649 fps:1184 +frame:5.40e+05 wall_t:456 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.122 +2026-01-07 20:51:46 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2605.80 total_reward_ma:2181.85 loss:0.001792 fps:1180 +frame:5.50e+05 wall_t:466 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.9 +2026-01-07 20:51:54 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2618.50 total_reward_ma:2189.65 loss:-0.002824 fps:1181 +frame:5.60e+05 wall_t:474 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.921 +2026-01-07 20:52:03 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2640.70 total_reward_ma:2197.56 loss:0.00403 fps:1180 +frame:5.70e+05 wall_t:483 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.901 +2026-01-07 20:52:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2633.60 total_reward_ma:2205.08 loss:-0.007954 fps:1179 +frame:5.80e+05 wall_t:492 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.025 +2026-01-07 20:52:20 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2640.00 total_reward_ma:2212.45 loss:0.00881 fps:1180 +frame:5.90e+05 wall_t:500 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.953 +2026-01-07 20:52:27 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2645.30 total_reward_ma:2219.66 loss:0.01042 fps:1183 +frame:6.00e+05 wall_t:507 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.893 +2026-01-07 20:52:36 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2648.70 total_reward_ma:2226.70 loss:0.007859 fps:1182 +frame:6.10e+05 wall_t:516 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.043 +2026-01-07 20:52:44 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2641.60 total_reward_ma:2233.39 loss:-0.0186 fps:1183 +frame:6.20e+05 wall_t:524 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.1 +2026-01-07 20:52:52 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2627.30 total_reward_ma:2239.64 loss:-0.004623 fps:1184 +frame:6.30e+05 wall_t:532 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.981 +2026-01-07 20:53:00 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2645.10 total_reward_ma:2245.98 loss:0.003489 fps:1185 +frame:6.40e+05 wall_t:540 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.829 +2026-01-07 20:53:09 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2612.10 total_reward_ma:2251.61 loss:0.006483 fps:1184 +frame:6.50e+05 wall_t:549 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.963 +2026-01-07 20:53:17 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2640.40 total_reward_ma:2257.50 loss:-0.0009999 fps:1185 +frame:6.60e+05 wall_t:557 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.053 +2026-01-07 20:53:25 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2643.70 total_reward_ma:2263.26 loss:0.003684 fps:1186 +frame:6.70e+05 wall_t:565 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.031 +2026-01-07 20:53:33 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2639.90 total_reward_ma:2268.80 loss:-0.001597 fps:1187 +frame:6.80e+05 wall_t:573 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.919 +2026-01-07 20:53:40 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2659.60 total_reward_ma:2274.47 loss:0.003974 fps:1190 +frame:6.90e+05 wall_t:580 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.083 +2026-01-07 20:53:49 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2687.60 total_reward_ma:2280.37 loss:0.01079 fps:1188 +frame:7.00e+05 wall_t:589 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.024 +2026-01-07 20:53:57 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2711.40 total_reward_ma:2286.44 loss:0.009941 fps:1189 +frame:7.10e+05 wall_t:597 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.018 +2026-01-07 20:54:05 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2725.70 total_reward_ma:2292.54 loss:0.03959 fps:1190 +frame:7.20e+05 wall_t:605 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.871 +2026-01-07 20:54:13 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2769.20 total_reward_ma:2299.07 loss:0.01956 fps:1191 +frame:7.30e+05 wall_t:613 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.873 +2026-01-07 20:54:22 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2801.60 total_reward_ma:2305.86 loss:0.02669 fps:1190 +frame:7.40e+05 wall_t:622 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.908 +2026-01-07 20:54:30 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2815.90 total_reward_ma:2312.66 loss:-0.02222 fps:1190 +frame:7.50e+05 wall_t:630 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.059 +2026-01-07 20:54:39 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2823.60 total_reward_ma:2319.38 loss:0.02452 fps:1189 +frame:7.60e+05 wall_t:639 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.914 +2026-01-07 20:54:47 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2836.90 total_reward_ma:2326.11 loss:0.02013 fps:1190 +frame:7.70e+05 wall_t:647 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.988 +2026-01-07 20:54:55 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2854.50 total_reward_ma:2332.88 loss:-0.00414 fps:1191 +frame:7.80e+05 wall_t:655 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.849 +2026-01-07 20:55:04 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2896.00 total_reward_ma:2340.01 loss:-0.006586 fps:1190 +frame:7.90e+05 wall_t:664 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.877 +2026-01-07 20:55:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2925.60 total_reward_ma:2347.33 loss:0.02093 fps:1190 +frame:8.00e+05 wall_t:672 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.891 +2026-01-07 20:55:21 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2887.50 total_reward_ma:2354.00 loss:0.0197 fps:1189 +frame:8.10e+05 wall_t:681 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.812 +2026-01-07 20:55:29 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2888.30 total_reward_ma:2360.51 loss:0.005182 fps:1190 +frame:8.20e+05 wall_t:689 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.037 +2026-01-07 20:55:38 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2876.10 total_reward_ma:2366.72 loss:-0.01226 fps:1189 +frame:8.30e+05 wall_t:698 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.132 +2026-01-07 20:55:47 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2859.30 total_reward_ma:2372.59 loss:0.01245 fps:1186 +frame:8.40e+05 wall_t:708 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.955 +2026-01-07 20:55:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2850.60 total_reward_ma:2378.21 loss:0.03144 fps:1187 +frame:8.50e+05 wall_t:716 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.793 +2026-01-07 20:56:04 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2888.20 total_reward_ma:2384.14 loss:0.02581 fps:1188 +frame:8.60e+05 wall_t:724 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.898 +2026-01-07 20:56:13 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2828.10 total_reward_ma:2389.25 loss:0.009364 fps:1187 +frame:8.70e+05 wall_t:733 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.978 +2026-01-07 20:56:23 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2827.00 total_reward_ma:2394.22 loss:0.01579 fps:1184 +frame:8.80e+05 wall_t:743 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.822 +2026-01-07 20:56:31 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2863.50 total_reward_ma:2399.49 loss:0.02036 fps:1184 +frame:8.90e+05 wall_t:752 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.834 +2026-01-07 20:56:40 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2830.50 total_reward_ma:2404.28 loss:0.01607 fps:1184 +frame:9.00e+05 wall_t:760 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.902 +2026-01-07 20:56:49 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2858.90 total_reward_ma:2409.28 loss:0.04211 fps:1183 +frame:9.10e+05 wall_t:769 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.981 +2026-01-07 20:56:58 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2884.00 total_reward_ma:2414.44 loss:0.003841 fps:1183 +frame:9.20e+05 wall_t:778 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.939 +2026-01-07 20:57:08 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2835.10 total_reward_ma:2418.96 loss:0.009338 fps:1180 +frame:9.30e+05 wall_t:788 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.948 +2026-01-07 20:57:15 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2802.80 total_reward_ma:2423.04 loss:-0.006268 fps:1182 +frame:9.40e+05 wall_t:795 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.166 +2026-01-07 20:57:24 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2790.00 total_reward_ma:2426.91 loss:0.008435 fps:1182 +frame:9.50e+05 wall_t:804 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.048 +2026-01-07 20:57:32 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2763.40 total_reward_ma:2430.41 loss:0.0189 fps:1182 +frame:9.60e+05 wall_t:812 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.051 +2026-01-07 20:57:41 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2737.20 total_reward_ma:2433.57 loss:0.006874 fps:1181 +frame:9.70e+05 wall_t:821 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.176 +2026-01-07 20:57:49 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2743.60 total_reward_ma:2436.74 loss:0.006444 fps:1182 +frame:9.80e+05 wall_t:829 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.025 +2026-01-07 20:57:57 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2744.40 total_reward_ma:2439.85 loss:0.009338 fps:1183 +frame:9.90e+05 wall_t:837 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.092 +2026-01-07 20:58:05 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2717.40 total_reward_ma:2442.62 loss:-0.01081 fps:1182 +frame:1.00e+06 wall_t:846 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.989 +2026-01-07 20:58:14 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2728.50 total_reward_ma:2460.64 loss:0.02908 fps:1183 +frame:1.01e+06 wall_t:854 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.963 +2026-01-07 20:58:22 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2727.20 total_reward_ma:2474.97 loss:-9.673e-05 fps:1183 +frame:1.02e+06 wall_t:862 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.92 +2026-01-07 20:58:30 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2731.30 total_reward_ma:2489.44 loss:0.02916 fps:1184 +frame:1.03e+06 wall_t:870 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.853 +2026-01-07 20:58:39 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2731.00 total_reward_ma:2503.11 loss:-0.006161 fps:1183 +frame:1.04e+06 wall_t:879 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.984 +2026-01-07 20:58:47 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2752.10 total_reward_ma:2516.09 loss:0.03084 fps:1184 +frame:1.05e+06 wall_t:887 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.788 +2026-01-07 20:58:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2772.80 total_reward_ma:2528.88 loss:0.002587 fps:1183 +frame:1.06e+06 wall_t:896 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.913 +2026-01-07 20:59:06 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2778.90 total_reward_ma:2540.91 loss:0.08485 fps:1181 +frame:1.07e+06 wall_t:906 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.758 +2026-01-07 20:59:15 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2830.80 total_reward_ma:2552.30 loss:0.03456 fps:1180 +frame:1.08e+06 wall_t:915 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.906 +2026-01-07 20:59:24 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2833.40 total_reward_ma:2562.79 loss:0.002056 fps:1180 +frame:1.09e+06 wall_t:924 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.947 +2026-01-07 20:59:32 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2863.60 total_reward_ma:2572.52 loss:0.00676 fps:1180 +frame:1.10e+06 wall_t:932 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.81 +2026-01-07 20:59:39 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2898.50 total_reward_ma:2582.26 loss:0.04124 fps:1182 +frame:1.11e+06 wall_t:939 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.879 +2026-01-07 20:59:47 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2879.10 total_reward_ma:2591.09 loss:-0.005763 fps:1181 +frame:1.12e+06 wall_t:948 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.028 +2026-01-07 20:59:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2891.70 total_reward_ma:2599.24 loss:0.01157 fps:1182 +frame:1.13e+06 wall_t:956 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.912 +2026-01-07 21:00:04 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2887.70 total_reward_ma:2606.85 loss:-0.0128 fps:1183 +frame:1.14e+06 wall_t:964 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.974 +2026-01-07 21:00:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2873.20 total_reward_ma:2614.11 loss:0.06687 fps:1183 +frame:1.15e+06 wall_t:972 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.796 +2026-01-07 21:00:21 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2878.50 total_reward_ma:2621.18 loss:-0.007502 fps:1182 +frame:1.16e+06 wall_t:981 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.908 +2026-01-07 21:00:30 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2852.30 total_reward_ma:2627.86 loss:0.01024 fps:1182 +frame:1.17e+06 wall_t:990 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.094 +2026-01-07 21:00:40 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2838.80 total_reward_ma:2634.00 loss:-0.02213 fps:1180 +frame:1.18e+06 wall_t:1000 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.193 +2026-01-07 21:00:48 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2812.30 total_reward_ma:2639.39 loss:0.01672 fps:1181 +frame:1.19e+06 wall_t:1008 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.964 +2026-01-07 21:00:57 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2788.90 total_reward_ma:2644.45 loss:0.01675 fps:1180 +frame:1.20e+06 wall_t:1017 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.872 +2026-01-07 21:01:05 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2761.30 total_reward_ma:2649.17 loss:0.05905 fps:1180 +frame:1.21e+06 wall_t:1025 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.889 +2026-01-07 21:01:14 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2770.70 total_reward_ma:2653.84 loss:0.02683 fps:1180 +frame:1.22e+06 wall_t:1034 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.913 +2026-01-07 21:01:22 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2758.20 total_reward_ma:2658.42 loss:0.0183 fps:1180 +frame:1.23e+06 wall_t:1042 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.934 +2026-01-07 21:01:30 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2712.60 total_reward_ma:2662.49 loss:0.0105 fps:1181 +frame:1.24e+06 wall_t:1050 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.856 +2026-01-07 21:01:38 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2735.90 total_reward_ma:2666.83 loss:0.009946 fps:1181 +frame:1.25e+06 wall_t:1058 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.056 +2026-01-07 21:01:47 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2746.10 total_reward_ma:2671.55 loss:-0.01531 fps:1181 +frame:1.26e+06 wall_t:1067 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.832 +2026-01-07 21:01:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2788.70 total_reward_ma:2676.89 loss:0.006442 fps:1180 +frame:1.27e+06 wall_t:1076 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.819 +2026-01-07 21:02:04 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2798.00 total_reward_ma:2682.30 loss:0.01949 fps:1180 +frame:1.28e+06 wall_t:1085 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.593 +2026-01-07 21:02:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2819.60 total_reward_ma:2687.94 loss:0.005192 fps:1181 +frame:1.29e+06 wall_t:1092 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.972 +2026-01-07 21:02:20 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2800.60 total_reward_ma:2693.37 loss:0.02008 fps:1181 +frame:1.30e+06 wall_t:1101 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.943 +2026-01-07 21:02:29 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2823.40 total_reward_ma:2698.74 loss:0.0284 fps:1181 +frame:1.31e+06 wall_t:1109 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.759 +2026-01-07 21:02:38 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2821.90 total_reward_ma:2704.02 loss:0.04333 fps:1181 +frame:1.32e+06 wall_t:1118 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.692 +2026-01-07 21:02:46 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2857.10 total_reward_ma:2709.73 loss:0.02408 fps:1181 +frame:1.33e+06 wall_t:1126 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.865 +2026-01-07 21:02:55 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2840.40 total_reward_ma:2715.09 loss:0.01428 fps:1181 +frame:1.34e+06 wall_t:1135 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.892 +2026-01-07 21:03:03 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2841.60 total_reward_ma:2720.39 loss:0.0198 fps:1181 +frame:1.35e+06 wall_t:1143 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.87 +2026-01-07 21:03:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2871.70 total_reward_ma:2726.01 loss:0.02107 fps:1181 +frame:1.36e+06 wall_t:1152 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.88 +2026-01-07 21:03:20 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2870.80 total_reward_ma:2731.24 loss:0.02095 fps:1181 +frame:1.37e+06 wall_t:1160 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.983 +2026-01-07 21:03:28 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2870.30 total_reward_ma:2736.27 loss:0.03228 fps:1182 +frame:1.38e+06 wall_t:1168 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.831 +2026-01-07 21:03:36 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2866.40 total_reward_ma:2741.27 loss:-0.002749 fps:1182 +frame:1.39e+06 wall_t:1176 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.794 +2026-01-07 21:03:45 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2871.60 total_reward_ma:2746.28 loss:-0.0056 fps:1181 +frame:1.40e+06 wall_t:1185 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.953 +2026-01-07 21:03:54 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2849.40 total_reward_ma:2751.06 loss:0.01789 fps:1181 +frame:1.41e+06 wall_t:1194 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.973 +2026-01-07 21:04:03 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2842.40 total_reward_ma:2755.64 loss:0.007338 fps:1180 +frame:1.42e+06 wall_t:1203 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.955 +2026-01-07 21:04:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2812.30 total_reward_ma:2759.40 loss:-0.002367 fps:1180 +frame:1.43e+06 wall_t:1212 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.941 +2026-01-07 21:04:20 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2798.20 total_reward_ma:2762.65 loss:0.003669 fps:1180 +frame:1.44e+06 wall_t:1220 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.711 +2026-01-07 21:04:28 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2801.40 total_reward_ma:2765.73 loss:0.009029 fps:1181 +frame:1.45e+06 wall_t:1228 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.724 +2026-01-07 21:04:36 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2801.60 total_reward_ma:2768.87 loss:-0.002788 fps:1181 +frame:1.46e+06 wall_t:1236 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.896 +2026-01-07 21:04:44 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2792.00 total_reward_ma:2771.73 loss:0.01469 fps:1182 +frame:1.47e+06 wall_t:1244 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.82 +2026-01-07 21:04:52 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2803.10 total_reward_ma:2774.50 loss:-0.005416 fps:1182 +frame:1.48e+06 wall_t:1252 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.847 +2026-01-07 21:05:00 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2811.40 total_reward_ma:2776.80 loss:-0.02264 fps:1183 +frame:1.49e+06 wall_t:1260 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.811 +2026-01-07 21:05:09 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2797.50 total_reward_ma:2778.82 loss:0.01861 fps:1182 +frame:1.50e+06 wall_t:1269 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.855 +2026-01-07 21:05:17 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2783.10 total_reward_ma:2780.72 loss:-0.002179 fps:1182 +frame:1.51e+06 wall_t:1277 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.944 +2026-01-07 21:05:26 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2784.80 total_reward_ma:2782.76 loss:0.01512 fps:1182 +frame:1.52e+06 wall_t:1286 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.664 +2026-01-07 21:05:35 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2802.60 total_reward_ma:2785.18 loss:0.03548 fps:1181 +frame:1.53e+06 wall_t:1295 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.802 +2026-01-07 21:05:43 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2797.70 total_reward_ma:2787.21 loss:0.00991 fps:1182 +frame:1.54e+06 wall_t:1303 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.902 +2026-01-07 21:05:51 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2784.50 total_reward_ma:2789.00 loss:0.01293 fps:1182 +frame:1.55e+06 wall_t:1311 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.717 +2026-01-07 21:05:59 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2787.20 total_reward_ma:2790.69 loss:0.004541 fps:1183 +frame:1.56e+06 wall_t:1319 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.743 +2026-01-07 21:06:07 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2790.00 total_reward_ma:2792.18 loss:0.04183 fps:1183 +frame:1.57e+06 wall_t:1327 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.777 +2026-01-07 21:06:15 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2822.70 total_reward_ma:2794.07 loss:0.007019 fps:1184 +frame:1.58e+06 wall_t:1335 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.878 +2026-01-07 21:06:24 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2809.10 total_reward_ma:2795.76 loss:0.008845 fps:1183 +frame:1.59e+06 wall_t:1344 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.819 +2026-01-07 21:06:31 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2810.40 total_reward_ma:2797.41 loss:0.03322 fps:1183 +frame:1.60e+06 wall_t:1352 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.869 +2026-01-07 21:06:40 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2806.50 total_reward_ma:2798.99 loss:0.02853 fps:1184 +frame:1.61e+06 wall_t:1360 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.759 +2026-01-07 21:06:48 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2819.40 total_reward_ma:2800.77 loss:0.009494 fps:1184 +frame:1.62e+06 wall_t:1368 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.917 +2026-01-07 21:06:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2836.00 total_reward_ma:2802.86 loss:0.02327 fps:1185 +frame:1.63e+06 wall_t:1376 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.811 +2026-01-07 21:07:06 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2859.40 total_reward_ma:2805.00 loss:0.03124 fps:1183 +frame:1.64e+06 wall_t:1386 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.755 +2026-01-07 21:07:14 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2850.10 total_reward_ma:2807.38 loss:0.03881 fps:1184 +frame:1.65e+06 wall_t:1394 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.812 +2026-01-07 21:07:22 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2858.20 total_reward_ma:2809.56 loss:0.02425 fps:1184 +frame:1.66e+06 wall_t:1402 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.761 +2026-01-07 21:07:31 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2863.50 total_reward_ma:2811.75 loss:0.0216 fps:1184 +frame:1.67e+06 wall_t:1411 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.595 +2026-01-07 21:07:39 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2892.10 total_reward_ma:2814.28 loss:0.02654 fps:1184 +frame:1.68e+06 wall_t:1419 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.632 +2026-01-07 21:07:47 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2922.30 total_reward_ma:2816.90 loss:0.01002 fps:1184 +frame:1.69e+06 wall_t:1427 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.715 +2026-01-07 21:07:55 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2934.10 total_reward_ma:2819.37 loss:0.003392 fps:1184 +frame:1.70e+06 wall_t:1436 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.726 +2026-01-07 21:08:03 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2923.40 total_reward_ma:2821.49 loss:0.0224 fps:1185 +frame:1.71e+06 wall_t:1443 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.786 +2026-01-07 21:08:11 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2926.80 total_reward_ma:2823.50 loss:0.02673 fps:1185 +frame:1.72e+06 wall_t:1451 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.645 +2026-01-07 21:08:20 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2940.40 total_reward_ma:2825.21 loss:0.0008024 fps:1185 +frame:1.73e+06 wall_t:1460 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.858 +2026-01-07 21:08:29 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2951.60 total_reward_ma:2826.71 loss:0.01807 fps:1184 +frame:1.74e+06 wall_t:1469 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.691 +2026-01-07 21:08:38 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2950.50 total_reward_ma:2828.06 loss:0.0397 fps:1184 +frame:1.75e+06 wall_t:1478 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.731 +2026-01-07 21:08:46 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2948.80 total_reward_ma:2829.31 loss:0.02781 fps:1184 +frame:1.76e+06 wall_t:1486 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.655 +2026-01-07 21:08:54 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2930.50 total_reward_ma:2830.25 loss:0.04784 fps:1185 +frame:1.77e+06 wall_t:1494 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.662 +2026-01-07 21:09:02 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2928.00 total_reward_ma:2830.98 loss:0.02291 fps:1185 +frame:1.78e+06 wall_t:1502 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.736 +2026-01-07 21:09:11 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2937.60 total_reward_ma:2831.40 loss:-0.01443 fps:1185 +frame:1.79e+06 wall_t:1511 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.819 +2026-01-07 21:09:19 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2950.40 total_reward_ma:2831.64 loss:0.01614 fps:1185 +frame:1.80e+06 wall_t:1519 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.775 +2026-01-07 21:09:27 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2949.10 total_reward_ma:2832.26 loss:0.01825 fps:1185 +frame:1.81e+06 wall_t:1527 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.502 +2026-01-07 21:09:36 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2958.60 total_reward_ma:2832.96 loss:0.01547 fps:1185 +frame:1.82e+06 wall_t:1536 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.577 +2026-01-07 21:09:44 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2942.20 total_reward_ma:2833.62 loss:0.01844 fps:1185 +frame:1.83e+06 wall_t:1544 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.664 +2026-01-07 21:09:52 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2931.70 total_reward_ma:2834.35 loss:0.02927 fps:1185 +frame:1.84e+06 wall_t:1553 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.95 +2026-01-07 21:10:00 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2928.20 total_reward_ma:2835.12 loss:0.005182 fps:1185 +frame:1.85e+06 wall_t:1561 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.806 +2026-01-07 21:10:09 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2946.60 total_reward_ma:2835.71 loss:-0.001674 fps:1185 +frame:1.86e+06 wall_t:1569 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.85 +2026-01-07 21:10:17 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2956.40 total_reward_ma:2836.99 loss:0.034 fps:1186 +frame:1.87e+06 wall_t:1577 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.607 +2026-01-07 21:10:25 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2953.40 total_reward_ma:2838.25 loss:0.0534 fps:1186 +frame:1.88e+06 wall_t:1585 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.526 +2026-01-07 21:10:33 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2967.40 total_reward_ma:2839.29 loss:0.02234 fps:1186 +frame:1.89e+06 wall_t:1593 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.659 +2026-01-07 21:10:42 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2992.00 total_reward_ma:2840.91 loss:0.04605 fps:1186 +frame:1.90e+06 wall_t:1602 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.598 +2026-01-07 21:10:50 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2990.50 total_reward_ma:2842.23 loss:0.03196 fps:1186 +frame:1.91e+06 wall_t:1610 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.564 +2026-01-07 21:10:58 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3006.80 total_reward_ma:2843.45 loss:0.04135 fps:1187 +frame:1.92e+06 wall_t:1618 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.847 +2026-01-07 21:11:06 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:2999.00 total_reward_ma:2845.09 loss:0.02963 fps:1186 +frame:1.93e+06 wall_t:1627 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.837 +2026-01-07 21:11:15 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3016.80 total_reward_ma:2847.23 loss:0.003998 fps:1187 +frame:1.94e+06 wall_t:1635 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.929 +2026-01-07 21:11:24 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3049.90 total_reward_ma:2849.83 loss:0.05244 fps:1186 +frame:1.95e+06 wall_t:1644 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.761 +2026-01-07 21:11:32 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3081.40 total_reward_ma:2853.01 loss:0.06472 fps:1186 +frame:1.96e+06 wall_t:1652 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.742 +2026-01-07 21:11:39 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3092.60 total_reward_ma:2856.57 loss:0.06447 fps:1187 +frame:1.97e+06 wall_t:1660 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.644 +2026-01-07 21:11:48 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3185.20 total_reward_ma:2860.98 loss:0.04403 fps:1187 +frame:1.98e+06 wall_t:1668 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.723 +2026-01-07 21:11:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3277.80 total_reward_ma:2866.31 loss:0.02889 fps:1187 +frame:1.99e+06 wall_t:1676 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.71 +2026-01-07 21:12:05 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3357.80 total_reward_ma:2872.72 loss:0.05544 fps:1187 +frame:2.00e+06 wall_t:1685 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.608 +2026-01-07 21:12:14 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3426.90 total_reward_ma:2879.70 loss:0.07829 fps:1187 +frame:2.01e+06 wall_t:1694 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.575 +2026-01-07 21:12:22 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3473.70 total_reward_ma:2887.17 loss:0.05568 fps:1187 +frame:2.02e+06 wall_t:1702 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.726 +2026-01-07 21:12:31 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3598.90 total_reward_ma:2895.84 loss:-0.006997 fps:1186 +frame:2.03e+06 wall_t:1711 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.625 +2026-01-07 21:12:39 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3701.50 total_reward_ma:2905.55 loss:0.06171 fps:1187 +frame:2.04e+06 wall_t:1719 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.594 +2026-01-07 21:12:47 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3747.00 total_reward_ma:2915.50 loss:0.08299 fps:1187 +frame:2.05e+06 wall_t:1727 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.76 +2026-01-07 21:12:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3777.30 total_reward_ma:2925.54 loss:0.05489 fps:1187 +frame:2.06e+06 wall_t:1736 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.523 +2026-01-07 21:13:04 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3813.20 total_reward_ma:2935.89 loss:0.06501 fps:1187 +frame:2.07e+06 wall_t:1744 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.494 +2026-01-07 21:13:12 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3881.60 total_reward_ma:2946.39 loss:0.05908 fps:1187 +frame:2.08e+06 wall_t:1752 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.511 +2026-01-07 21:13:21 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:3936.00 total_reward_ma:2957.42 loss:0.09109 fps:1187 +frame:2.09e+06 wall_t:1761 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.498 +2026-01-07 21:13:30 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4014.10 total_reward_ma:2968.93 loss:0.07863 fps:1186 +frame:2.10e+06 wall_t:1770 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.644 +2026-01-07 21:13:37 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4108.00 total_reward_ma:2981.02 loss:0.1231 fps:1187 +frame:2.11e+06 wall_t:1777 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.497 +2026-01-07 21:13:45 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4137.10 total_reward_ma:2993.60 loss:0.04559 fps:1188 +frame:2.12e+06 wall_t:1785 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.43 +2026-01-07 21:13:53 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4177.30 total_reward_ma:3006.46 loss:0.04394 fps:1188 +frame:2.13e+06 wall_t:1793 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.31 +2026-01-07 21:14:00 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4261.10 total_reward_ma:3020.19 loss:0.05777 fps:1188 +frame:2.14e+06 wall_t:1801 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.488 +2026-01-07 21:14:08 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4320.20 total_reward_ma:3034.66 loss:0.1194 fps:1189 +frame:2.15e+06 wall_t:1808 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.599 +2026-01-07 21:14:17 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4439.30 total_reward_ma:3050.27 loss:0.1072 fps:1189 +frame:2.16e+06 wall_t:1817 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.378 +2026-01-07 21:14:25 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4485.40 total_reward_ma:3066.60 loss:0.07539 fps:1188 +frame:2.17e+06 wall_t:1826 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.283 +2026-01-07 21:14:35 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4517.40 total_reward_ma:3083.39 loss:0.05957 fps:1188 +frame:2.18e+06 wall_t:1835 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.41 +2026-01-07 21:14:44 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4593.50 total_reward_ma:3101.20 loss:0.08339 fps:1188 +frame:2.19e+06 wall_t:1844 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.267 +2026-01-07 21:14:53 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4620.70 total_reward_ma:3119.51 loss:0.07245 fps:1187 +frame:2.20e+06 wall_t:1853 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.202 +2026-01-07 21:15:01 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4670.10 total_reward_ma:3138.60 loss:0.1436 fps:1188 +frame:2.21e+06 wall_t:1861 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.227 +2026-01-07 21:15:08 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4689.00 total_reward_ma:3157.79 loss:0.1163 fps:1188 +frame:2.22e+06 wall_t:1868 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.58 +2026-01-07 21:15:17 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4750.70 total_reward_ma:3177.71 loss:0.1055 fps:1188 +frame:2.23e+06 wall_t:1877 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.324 +2026-01-07 21:15:26 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4775.70 total_reward_ma:3198.34 loss:0.06018 fps:1188 +frame:2.24e+06 wall_t:1886 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.249 +2026-01-07 21:15:35 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4863.60 total_reward_ma:3219.62 loss:0.05627 fps:1187 +frame:2.25e+06 wall_t:1895 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.265 +2026-01-07 21:15:44 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4941.00 total_reward_ma:3241.57 loss:0.1334 fps:1187 +frame:2.26e+06 wall_t:1904 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.314 +2026-01-07 21:15:52 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:4990.80 total_reward_ma:3263.59 loss:0.06056 fps:1187 +frame:2.27e+06 wall_t:1912 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.312 +2026-01-07 21:16:02 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5033.40 total_reward_ma:3285.94 loss:0.09392 fps:1186 +frame:2.28e+06 wall_t:1922 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.378 +2026-01-07 21:16:10 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5071.90 total_reward_ma:3308.47 loss:0.04865 fps:1187 +frame:2.29e+06 wall_t:1930 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.309 +2026-01-07 21:16:18 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5161.40 total_reward_ma:3332.07 loss:0.05387 fps:1187 +frame:2.30e+06 wall_t:1938 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.324 +2026-01-07 21:16:26 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5180.50 total_reward_ma:3355.65 loss:0.1131 fps:1187 +frame:2.31e+06 wall_t:1946 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.302 +2026-01-07 21:16:34 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5185.40 total_reward_ma:3379.28 loss:0.1631 fps:1187 +frame:2.32e+06 wall_t:1954 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.326 +2026-01-07 21:16:42 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5218.30 total_reward_ma:3402.89 loss:0.1279 fps:1188 +frame:2.33e+06 wall_t:1962 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.209 +2026-01-07 21:16:51 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5227.80 total_reward_ma:3426.77 loss:0.06824 fps:1187 +frame:2.34e+06 wall_t:1971 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.016 +2026-01-07 21:16:59 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5250.50 total_reward_ma:3450.86 loss:0.01257 fps:1187 +frame:2.35e+06 wall_t:1979 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.12 +2026-01-07 21:17:07 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5293.70 total_reward_ma:3475.08 loss:0.06874 fps:1188 +frame:2.36e+06 wall_t:1987 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.36 +2026-01-07 21:17:15 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5324.30 total_reward_ma:3499.61 loss:0.09408 fps:1188 +frame:2.37e+06 wall_t:1995 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.323 +2026-01-07 21:17:23 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5332.50 total_reward_ma:3524.23 loss:0.08786 fps:1188 +frame:2.38e+06 wall_t:2003 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.214 +2026-01-07 21:17:31 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5333.60 total_reward_ma:3548.90 loss:0.05497 fps:1188 +frame:2.39e+06 wall_t:2011 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.211 +2026-01-07 21:17:39 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5359.30 total_reward_ma:3573.78 loss:0.09606 fps:1189 +frame:2.40e+06 wall_t:2019 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.344 +2026-01-07 21:17:48 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5410.20 total_reward_ma:3599.39 loss:0.08926 fps:1188 +frame:2.41e+06 wall_t:2028 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.224 +2026-01-07 21:17:57 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5399.80 total_reward_ma:3624.96 loss:0.1013 fps:1187 +frame:2.42e+06 wall_t:2038 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.207 +2026-01-07 21:18:07 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5456.10 total_reward_ma:3651.40 loss:0.0349 fps:1187 +frame:2.43e+06 wall_t:2047 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.139 +2026-01-07 21:18:15 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5483.80 total_reward_ma:3678.26 loss:0.07522 fps:1187 +frame:2.44e+06 wall_t:2055 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.229 +2026-01-07 21:18:23 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5411.30 total_reward_ma:3704.36 loss:0.1325 fps:1187 +frame:2.45e+06 wall_t:2064 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.412 +2026-01-07 21:18:31 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5416.80 total_reward_ma:3730.51 loss:0.05304 fps:1187 +frame:2.46e+06 wall_t:2072 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.437 +2026-01-07 21:18:40 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5471.90 total_reward_ma:3757.31 loss:0.08383 fps:1188 +frame:2.47e+06 wall_t:2080 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.155 +2026-01-07 21:18:47 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5477.20 total_reward_ma:3784.05 loss:0.04653 fps:1188 +frame:2.48e+06 wall_t:2087 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.209 +2026-01-07 21:18:56 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5443.10 total_reward_ma:3810.36 loss:0.09823 fps:1188 +frame:2.49e+06 wall_t:2096 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.141 +2026-01-07 21:19:05 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5488.20 total_reward_ma:3837.27 loss:0.06787 fps:1188 +frame:2.50e+06 wall_t:2105 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.04 +2026-01-07 21:19:14 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5480.80 total_reward_ma:3864.25 loss:0.01244 fps:1187 +frame:2.51e+06 wall_t:2114 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.412 +2026-01-07 21:19:23 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5565.20 total_reward_ma:3892.05 loss:0.1425 fps:1187 +frame:2.52e+06 wall_t:2123 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.069 +2026-01-07 21:19:32 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5545.60 total_reward_ma:3919.48 loss:0.04781 fps:1187 +frame:2.53e+06 wall_t:2132 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.212 +2026-01-07 21:19:40 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5507.90 total_reward_ma:3946.58 loss:0.0904 fps:1187 +frame:2.54e+06 wall_t:2140 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.395 +2026-01-07 21:19:48 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5582.50 total_reward_ma:3974.56 loss:0.0246 fps:1187 +frame:2.55e+06 wall_t:2149 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.025 +2026-01-07 21:19:57 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5614.10 total_reward_ma:4002.83 loss:0.1016 fps:1187 +frame:2.56e+06 wall_t:2157 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.35 +2026-01-07 21:20:05 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5580.00 total_reward_ma:4030.73 loss:0.07437 fps:1187 +frame:2.57e+06 wall_t:2165 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.184 +2026-01-07 21:20:13 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5550.10 total_reward_ma:4058.01 loss:0.1196 fps:1187 +frame:2.58e+06 wall_t:2174 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.276 +2026-01-07 21:20:22 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5605.80 total_reward_ma:4085.98 loss:0.1428 fps:1187 +frame:2.59e+06 wall_t:2182 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.123 +2026-01-07 21:20:31 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5571.90 total_reward_ma:4113.59 loss:0.1184 fps:1187 +frame:2.60e+06 wall_t:2191 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.174 +2026-01-07 21:20:40 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5562.60 total_reward_ma:4141.15 loss:0.07722 fps:1186 +frame:2.61e+06 wall_t:2200 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.042 +2026-01-07 21:20:49 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5540.70 total_reward_ma:4168.36 loss:0.2041 fps:1186 +frame:2.62e+06 wall_t:2209 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.264 +2026-01-07 21:20:57 | INFO | PID:1590 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_riverraid_t0_s0 [train] +total_reward:5537.70 total_reward_ma:4195.38 loss:0.09654 fps:1186 +frame:2.63e+06 wall_t:2217 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.357 diff --git a/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s1.log b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..aed8e2bb9707a7fb9f63119e0569ccd2a1bb5196 --- /dev/null +++ b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 20:43:58 | INFO | PID:1591 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:44:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:395.00 total_reward_ma:395.00 loss:-0.0114 fps:833.3 +frame:1.00e+04 wall_t:12 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.783 +2026-01-07 20:44:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1351.18 total_reward_ma:873.09 loss:-0.02483 fps:1000 +frame:2.00e+04 wall_t:20 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.775 +2026-01-07 20:44:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1392.81 total_reward_ma:1046.33 loss:-0.02222 fps:1071 +frame:3.00e+04 wall_t:28 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.795 +2026-01-07 20:44:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1369.17 total_reward_ma:1127.04 loss:-0.02498 fps:1111 +frame:4.00e+04 wall_t:36 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.788 +2026-01-07 20:44:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1391.90 total_reward_ma:1180.01 loss:-0.01722 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.74 +2026-01-07 20:44:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1454.86 total_reward_ma:1225.82 loss:-0.02343 fps:1132 +frame:6.00e+04 wall_t:53 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.7 +2026-01-07 20:45:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1494.27 total_reward_ma:1264.17 loss:-0.01785 fps:1148 +frame:7.00e+04 wall_t:61 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.674 +2026-01-07 20:45:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1539.40 total_reward_ma:1298.57 loss:-0.01995 fps:1159 +frame:8.00e+04 wall_t:69 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.63 +2026-01-07 20:45:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1640.00 total_reward_ma:1336.51 loss:-0.02492 fps:1169 +frame:9.00e+04 wall_t:77 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.577 +2026-01-07 20:45:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1801.20 total_reward_ma:1382.98 loss:-0.0187 fps:1176 +frame:1.00e+05 wall_t:85 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.592 +2026-01-07 20:45:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:1931.30 total_reward_ma:1432.83 loss:-0.009593 fps:1196 +frame:1.10e+05 wall_t:92 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.541 +2026-01-07 20:45:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2032.40 total_reward_ma:1482.79 loss:-0.01702 fps:1200 +frame:1.20e+05 wall_t:100 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.533 +2026-01-07 20:45:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2047.80 total_reward_ma:1526.25 loss:-0.007934 fps:1204 +frame:1.30e+05 wall_t:108 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.48 +2026-01-07 20:45:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2134.70 total_reward_ma:1569.71 loss:-0.0125 fps:1207 +frame:1.40e+05 wall_t:116 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.513 +2026-01-07 20:46:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2199.50 total_reward_ma:1611.70 loss:-0.015 fps:1210 +frame:1.50e+05 wall_t:124 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.51 +2026-01-07 20:46:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2220.60 total_reward_ma:1649.76 loss:-0.00873 fps:1212 +frame:1.60e+05 wall_t:132 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.397 +2026-01-07 20:46:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2260.10 total_reward_ma:1685.66 loss:-0.009594 fps:1214 +frame:1.70e+05 wall_t:140 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.366 +2026-01-07 20:46:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2287.60 total_reward_ma:1719.10 loss:-0.002154 fps:1216 +frame:1.80e+05 wall_t:148 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.301 +2026-01-07 20:46:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2300.40 total_reward_ma:1749.69 loss:-0.0107 fps:1218 +frame:1.90e+05 wall_t:156 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.294 +2026-01-07 20:46:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2373.40 total_reward_ma:1780.88 loss:-0.008246 fps:1212 +frame:2.00e+05 wall_t:165 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.297 +2026-01-07 20:46:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2387.60 total_reward_ma:1809.77 loss:-0.001476 fps:1214 +frame:2.10e+05 wall_t:173 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.295 +2026-01-07 20:47:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2417.40 total_reward_ma:1837.39 loss:-0.01333 fps:1215 +frame:2.20e+05 wall_t:181 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.359 +2026-01-07 20:47:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2418.60 total_reward_ma:1862.66 loss:-0.004364 fps:1217 +frame:2.30e+05 wall_t:189 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.072 +2026-01-07 20:47:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2397.30 total_reward_ma:1884.94 loss:0.01596 fps:1212 +frame:2.40e+05 wall_t:198 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.197 +2026-01-07 20:47:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2361.00 total_reward_ma:1903.98 loss:0.01933 fps:1220 +frame:2.50e+05 wall_t:205 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.182 +2026-01-07 20:47:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2360.00 total_reward_ma:1921.52 loss:0.002373 fps:1221 +frame:2.60e+05 wall_t:213 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.299 +2026-01-07 20:47:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2351.70 total_reward_ma:1937.45 loss:-0.006767 fps:1222 +frame:2.70e+05 wall_t:221 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.275 +2026-01-07 20:47:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2323.60 total_reward_ma:1951.24 loss:0.0004982 fps:1217 +frame:2.80e+05 wall_t:230 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.17 +2026-01-07 20:47:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2314.90 total_reward_ma:1963.78 loss:0.009852 fps:1218 +frame:2.90e+05 wall_t:238 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.069 +2026-01-07 20:48:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2306.80 total_reward_ma:1975.22 loss:0.005036 fps:1220 +frame:3.00e+05 wall_t:246 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.172 +2026-01-07 20:48:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2300.40 total_reward_ma:1985.71 loss:-0.0206 fps:1216 +frame:3.10e+05 wall_t:255 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.279 +2026-01-07 20:48:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2300.70 total_reward_ma:1995.55 loss:-0.01341 fps:1217 +frame:3.20e+05 wall_t:263 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.152 +2026-01-07 20:48:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2297.20 total_reward_ma:2004.69 loss:0.01568 fps:1222 +frame:3.30e+05 wall_t:270 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.027 +2026-01-07 20:48:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2291.60 total_reward_ma:2013.13 loss:-0.000618 fps:1223 +frame:3.40e+05 wall_t:278 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.062 +2026-01-07 20:48:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2286.80 total_reward_ma:2020.95 loss:0.00374 fps:1224 +frame:3.50e+05 wall_t:286 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.909 +2026-01-07 20:48:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2293.40 total_reward_ma:2028.52 loss:0.01049 fps:1224 +frame:3.60e+05 wall_t:294 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.087 +2026-01-07 20:49:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2300.50 total_reward_ma:2035.87 loss:0.01753 fps:1225 +frame:3.70e+05 wall_t:302 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.072 +2026-01-07 20:49:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2314.80 total_reward_ma:2043.21 loss:0.01006 fps:1226 +frame:3.80e+05 wall_t:310 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.029 +2026-01-07 20:49:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2326.80 total_reward_ma:2050.48 loss:-0.01258 fps:1223 +frame:3.90e+05 wall_t:319 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.054 +2026-01-07 20:49:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2335.30 total_reward_ma:2057.60 loss:0.004708 fps:1223 +frame:4.00e+05 wall_t:327 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.018 +2026-01-07 20:49:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2345.60 total_reward_ma:2064.62 loss:0.009812 fps:1224 +frame:4.10e+05 wall_t:335 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.179 +2026-01-07 20:49:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2343.80 total_reward_ma:2071.27 loss:0.007201 fps:1224 +frame:4.20e+05 wall_t:343 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.16 +2026-01-07 20:49:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2336.00 total_reward_ma:2077.43 loss:-0.004659 fps:1229 +frame:4.30e+05 wall_t:350 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.164 +2026-01-07 20:49:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2327.90 total_reward_ma:2083.12 loss:0.001475 fps:1226 +frame:4.40e+05 wall_t:359 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.226 +2026-01-07 20:50:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2319.70 total_reward_ma:2088.38 loss:0.002721 fps:1226 +frame:4.50e+05 wall_t:367 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.295 +2026-01-07 20:50:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2303.00 total_reward_ma:2093.04 loss:0.006133 fps:1227 +frame:4.60e+05 wall_t:375 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.088 +2026-01-07 20:50:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2314.10 total_reward_ma:2097.75 loss:0.02752 fps:1224 +frame:4.70e+05 wall_t:384 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.08 +2026-01-07 20:50:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2305.90 total_reward_ma:2102.08 loss:-0.004991 fps:1221 +frame:4.80e+05 wall_t:393 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.991 +2026-01-07 20:50:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2279.10 total_reward_ma:2105.70 loss:0.02841 fps:1219 +frame:4.90e+05 wall_t:402 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.127 +2026-01-07 20:50:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2291.10 total_reward_ma:2109.40 loss:0.01586 fps:1220 +frame:5.00e+05 wall_t:410 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.165 +2026-01-07 20:50:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2294.70 total_reward_ma:2113.04 loss:-0.001861 fps:1220 +frame:5.10e+05 wall_t:418 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.938 +2026-01-07 20:51:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2291.60 total_reward_ma:2116.47 loss:0.02002 fps:1224 +frame:5.20e+05 wall_t:425 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.045 +2026-01-07 20:51:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2268.00 total_reward_ma:2119.33 loss:-0.001237 fps:1221 +frame:5.30e+05 wall_t:434 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.193 +2026-01-07 20:51:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2274.80 total_reward_ma:2122.21 loss:-0.005899 fps:1222 +frame:5.40e+05 wall_t:442 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.109 +2026-01-07 20:51:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2271.50 total_reward_ma:2124.92 loss:0.008458 fps:1222 +frame:5.50e+05 wall_t:450 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.993 +2026-01-07 20:51:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2292.20 total_reward_ma:2127.91 loss:0.02138 fps:1223 +frame:5.60e+05 wall_t:458 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.941 +2026-01-07 20:51:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2301.60 total_reward_ma:2130.96 loss:0.005355 fps:1221 +frame:5.70e+05 wall_t:467 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.858 +2026-01-07 20:51:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2324.90 total_reward_ma:2134.30 loss:0.01859 fps:1221 +frame:5.80e+05 wall_t:475 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.911 +2026-01-07 20:52:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2350.10 total_reward_ma:2137.96 loss:0.01905 fps:1222 +frame:5.90e+05 wall_t:483 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.985 +2026-01-07 20:52:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2369.50 total_reward_ma:2141.82 loss:0.02877 fps:1222 +frame:6.00e+05 wall_t:491 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.959 +2026-01-07 20:52:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2397.00 total_reward_ma:2146.00 loss:0.02975 fps:1222 +frame:6.10e+05 wall_t:499 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.967 +2026-01-07 20:52:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2421.70 total_reward_ma:2150.45 loss:0.02179 fps:1223 +frame:6.20e+05 wall_t:507 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.971 +2026-01-07 20:52:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2438.80 total_reward_ma:2155.03 loss:-0.004808 fps:1223 +frame:6.30e+05 wall_t:515 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.04 +2026-01-07 20:52:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2439.50 total_reward_ma:2159.47 loss:-0.004296 fps:1221 +frame:6.40e+05 wall_t:524 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.117 +2026-01-07 20:52:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2441.90 total_reward_ma:2163.82 loss:-0.002003 fps:1222 +frame:6.50e+05 wall_t:532 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.029 +2026-01-07 20:53:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2434.90 total_reward_ma:2167.92 loss:-0.01447 fps:1222 +frame:6.60e+05 wall_t:540 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.192 +2026-01-07 20:53:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2450.90 total_reward_ma:2172.15 loss:-0.01186 fps:1223 +frame:6.70e+05 wall_t:548 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.968 +2026-01-07 20:53:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2463.10 total_reward_ma:2176.43 loss:0.01 fps:1225 +frame:6.80e+05 wall_t:555 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.935 +2026-01-07 20:53:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2469.40 total_reward_ma:2180.67 loss:-0.0005916 fps:1226 +frame:6.90e+05 wall_t:563 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.847 +2026-01-07 20:53:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2461.70 total_reward_ma:2184.69 loss:0.008047 fps:1226 +frame:7.00e+05 wall_t:571 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.916 +2026-01-07 20:53:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2464.70 total_reward_ma:2188.63 loss:-0.001807 fps:1226 +frame:7.10e+05 wall_t:579 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.956 +2026-01-07 20:53:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2472.80 total_reward_ma:2192.58 loss:0.04047 fps:1227 +frame:7.20e+05 wall_t:587 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.693 +2026-01-07 20:53:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2464.40 total_reward_ma:2196.30 loss:-0.0112 fps:1227 +frame:7.30e+05 wall_t:595 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.045 +2026-01-07 20:54:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2460.70 total_reward_ma:2199.87 loss:-0.02588 fps:1227 +frame:7.40e+05 wall_t:603 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.057 +2026-01-07 20:54:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2464.30 total_reward_ma:2203.40 loss:0.0007839 fps:1227 +frame:7.50e+05 wall_t:611 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.85 +2026-01-07 20:54:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2456.70 total_reward_ma:2206.73 loss:0.0185 fps:1226 +frame:7.60e+05 wall_t:620 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.011 +2026-01-07 20:54:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2449.60 total_reward_ma:2209.89 loss:0.02502 fps:1228 +frame:7.70e+05 wall_t:627 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.652 +2026-01-07 20:54:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2467.90 total_reward_ma:2213.19 loss:0.01852 fps:1228 +frame:7.80e+05 wall_t:635 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.917 +2026-01-07 20:54:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2486.50 total_reward_ma:2216.65 loss:-0.02327 fps:1229 +frame:7.90e+05 wall_t:643 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.989 +2026-01-07 20:54:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2494.40 total_reward_ma:2220.12 loss:-0.0131 fps:1229 +frame:8.00e+05 wall_t:651 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.778 +2026-01-07 20:54:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2509.90 total_reward_ma:2223.70 loss:0.008273 fps:1227 +frame:8.10e+05 wall_t:660 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.86 +2026-01-07 20:55:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2482.70 total_reward_ma:2226.86 loss:-0.002833 fps:1228 +frame:8.20e+05 wall_t:668 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.888 +2026-01-07 20:55:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2498.70 total_reward_ma:2230.14 loss:-0.007136 fps:1226 +frame:8.30e+05 wall_t:677 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.844 +2026-01-07 20:55:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2510.70 total_reward_ma:2233.48 loss:0.007257 fps:1226 +frame:8.40e+05 wall_t:685 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.811 +2026-01-07 20:55:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2521.30 total_reward_ma:2236.86 loss:-0.01322 fps:1227 +frame:8.50e+05 wall_t:693 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.781 +2026-01-07 20:55:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2519.00 total_reward_ma:2240.14 loss:-0.001372 fps:1229 +frame:8.60e+05 wall_t:700 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.946 +2026-01-07 20:55:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2514.00 total_reward_ma:2243.29 loss:-0.008388 fps:1227 +frame:8.70e+05 wall_t:709 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.994 +2026-01-07 20:55:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2519.20 total_reward_ma:2246.43 loss:-0.01888 fps:1227 +frame:8.80e+05 wall_t:717 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.022 +2026-01-07 20:56:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2513.50 total_reward_ma:2249.43 loss:-0.01367 fps:1228 +frame:8.90e+05 wall_t:725 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.961 +2026-01-07 20:56:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2519.30 total_reward_ma:2252.43 loss:0.004159 fps:1228 +frame:9.00e+05 wall_t:733 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.912 +2026-01-07 20:56:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2519.40 total_reward_ma:2255.36 loss:0.004868 fps:1228 +frame:9.10e+05 wall_t:741 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.717 +2026-01-07 20:56:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2527.30 total_reward_ma:2258.32 loss:0.01746 fps:1227 +frame:9.20e+05 wall_t:750 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.759 +2026-01-07 20:56:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2528.60 total_reward_ma:2261.22 loss:-0.0102 fps:1229 +frame:9.30e+05 wall_t:757 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.891 +2026-01-07 20:56:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2540.10 total_reward_ma:2264.19 loss:0.001702 fps:1229 +frame:9.40e+05 wall_t:765 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.806 +2026-01-07 20:56:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2532.50 total_reward_ma:2267.01 loss:0.003408 fps:1229 +frame:9.50e+05 wall_t:773 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.704 +2026-01-07 20:57:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2536.90 total_reward_ma:2269.82 loss:-0.008733 fps:1229 +frame:9.60e+05 wall_t:781 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.9 +2026-01-07 20:57:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2536.80 total_reward_ma:2272.58 loss:-0.0003335 fps:1228 +frame:9.70e+05 wall_t:790 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.783 +2026-01-07 20:57:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2549.80 total_reward_ma:2275.41 loss:-0.008207 fps:1228 +frame:9.80e+05 wall_t:798 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.865 +2026-01-07 20:57:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2545.90 total_reward_ma:2278.14 loss:0.01105 fps:1228 +frame:9.90e+05 wall_t:806 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.832 +2026-01-07 20:57:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2555.30 total_reward_ma:2280.91 loss:0.02265 fps:1229 +frame:1.00e+06 wall_t:814 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.695 +2026-01-07 20:57:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2541.20 total_reward_ma:2302.37 loss:-0.006342 fps:1229 +frame:1.01e+06 wall_t:822 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.823 +2026-01-07 20:57:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2544.40 total_reward_ma:2314.30 loss:0.01213 fps:1229 +frame:1.02e+06 wall_t:830 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.703 +2026-01-07 20:57:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2566.20 total_reward_ma:2326.04 loss:-0.01131 fps:1231 +frame:1.03e+06 wall_t:837 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.828 +2026-01-07 20:58:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2571.90 total_reward_ma:2338.06 loss:-0.01479 fps:1231 +frame:1.04e+06 wall_t:845 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.979 +2026-01-07 20:58:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2562.30 total_reward_ma:2349.77 loss:-0.01775 fps:1231 +frame:1.05e+06 wall_t:853 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.926 +2026-01-07 20:58:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2599.40 total_reward_ma:2361.21 loss:0.005452 fps:1231 +frame:1.06e+06 wall_t:861 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.531 +2026-01-07 20:58:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2605.00 total_reward_ma:2372.32 loss:0.03909 fps:1230 +frame:1.07e+06 wall_t:870 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.674 +2026-01-07 20:58:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2598.00 total_reward_ma:2382.91 loss:0.003286 fps:1231 +frame:1.08e+06 wall_t:877 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.796 +2026-01-07 20:58:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2616.90 total_reward_ma:2392.68 loss:-0.02116 fps:1232 +frame:1.09e+06 wall_t:885 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.1 +2026-01-07 20:58:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2678.80 total_reward_ma:2401.45 loss:0.002009 fps:1232 +frame:1.10e+06 wall_t:893 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.805 +2026-01-07 20:59:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2717.60 total_reward_ma:2409.31 loss:0.03624 fps:1232 +frame:1.11e+06 wall_t:901 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.963 +2026-01-07 20:59:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2719.40 total_reward_ma:2416.19 loss:-0.003773 fps:1231 +frame:1.12e+06 wall_t:910 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.888 +2026-01-07 20:59:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2793.20 total_reward_ma:2423.64 loss:0.01562 fps:1231 +frame:1.13e+06 wall_t:918 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.912 +2026-01-07 20:59:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2832.40 total_reward_ma:2430.62 loss:0.01715 fps:1231 +frame:1.14e+06 wall_t:926 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.811 +2026-01-07 20:59:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2910.60 total_reward_ma:2437.73 loss:0.02103 fps:1231 +frame:1.15e+06 wall_t:934 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.676 +2026-01-07 20:59:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:2972.30 total_reward_ma:2445.24 loss:0.04264 fps:1231 +frame:1.16e+06 wall_t:942 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.825 +2026-01-07 20:59:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3055.10 total_reward_ma:2453.19 loss:0.06156 fps:1232 +frame:1.17e+06 wall_t:950 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.913 +2026-01-07 20:59:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3150.80 total_reward_ma:2461.83 loss:0.0383 fps:1232 +frame:1.18e+06 wall_t:958 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.819 +2026-01-07 21:00:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3215.40 total_reward_ma:2470.98 loss:0.05335 fps:1232 +frame:1.19e+06 wall_t:966 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.781 +2026-01-07 21:00:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3355.40 total_reward_ma:2480.80 loss:0.03913 fps:1232 +frame:1.20e+06 wall_t:974 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.781 +2026-01-07 21:00:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3410.40 total_reward_ma:2491.02 loss:0.04726 fps:1231 +frame:1.21e+06 wall_t:983 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.759 +2026-01-07 21:00:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3504.10 total_reward_ma:2501.89 loss:0.03637 fps:1231 +frame:1.22e+06 wall_t:991 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.698 +2026-01-07 21:00:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3542.40 total_reward_ma:2513.13 loss:0.0389 fps:1230 +frame:1.23e+06 wall_t:1000 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.704 +2026-01-07 21:00:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3586.20 total_reward_ma:2525.02 loss:0.06108 fps:1229 +frame:1.24e+06 wall_t:1009 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.654 +2026-01-07 21:00:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3640.70 total_reward_ma:2537.82 loss:0.07263 fps:1228 +frame:1.25e+06 wall_t:1018 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.638 +2026-01-07 21:01:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3598.20 total_reward_ma:2550.20 loss:0.06429 fps:1228 +frame:1.26e+06 wall_t:1026 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.677 +2026-01-07 21:01:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3678.40 total_reward_ma:2563.46 loss:0.03697 fps:1228 +frame:1.27e+06 wall_t:1034 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.584 +2026-01-07 21:01:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3703.90 total_reward_ma:2577.27 loss:0.03655 fps:1228 +frame:1.28e+06 wall_t:1042 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.549 +2026-01-07 21:01:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3757.30 total_reward_ma:2591.69 loss:0.05034 fps:1229 +frame:1.29e+06 wall_t:1050 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.646 +2026-01-07 21:01:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3831.60 total_reward_ma:2606.94 loss:0.05316 fps:1229 +frame:1.30e+06 wall_t:1058 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.434 +2026-01-07 21:01:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3891.60 total_reward_ma:2622.85 loss:0.08463 fps:1229 +frame:1.31e+06 wall_t:1066 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.46 +2026-01-07 21:01:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:3927.40 total_reward_ma:2639.12 loss:0.07649 fps:1227 +frame:1.32e+06 wall_t:1076 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.485 +2026-01-07 21:02:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4013.10 total_reward_ma:2656.28 loss:0.07379 fps:1227 +frame:1.33e+06 wall_t:1084 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.382 +2026-01-07 21:02:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4130.10 total_reward_ma:2674.66 loss:0.0567 fps:1226 +frame:1.34e+06 wall_t:1093 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.535 +2026-01-07 21:02:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4266.60 total_reward_ma:2694.46 loss:0.03903 fps:1226 +frame:1.35e+06 wall_t:1101 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.361 +2026-01-07 21:02:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4356.20 total_reward_ma:2715.09 loss:0.02176 fps:1226 +frame:1.36e+06 wall_t:1109 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.299 +2026-01-07 21:02:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4418.90 total_reward_ma:2736.27 loss:0.04761 fps:1226 +frame:1.37e+06 wall_t:1117 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.439 +2026-01-07 21:02:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4513.70 total_reward_ma:2758.26 loss:0.05475 fps:1227 +frame:1.38e+06 wall_t:1125 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.296 +2026-01-07 21:02:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4600.80 total_reward_ma:2781.00 loss:0.04527 fps:1227 +frame:1.39e+06 wall_t:1133 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.225 +2026-01-07 21:03:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4650.40 total_reward_ma:2804.15 loss:0.06355 fps:1227 +frame:1.40e+06 wall_t:1141 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.181 +2026-01-07 21:03:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4746.80 total_reward_ma:2828.16 loss:0.09323 fps:1227 +frame:1.41e+06 wall_t:1149 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.362 +2026-01-07 21:03:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4756.70 total_reward_ma:2852.29 loss:0.0587 fps:1226 +frame:1.42e+06 wall_t:1158 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.341 +2026-01-07 21:03:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4777.00 total_reward_ma:2876.70 loss:0.06195 fps:1225 +frame:1.43e+06 wall_t:1167 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.275 +2026-01-07 21:03:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4803.30 total_reward_ma:2901.46 loss:0.07236 fps:1226 +frame:1.44e+06 wall_t:1175 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.369 +2026-01-07 21:03:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4797.60 total_reward_ma:2926.24 loss:0.07988 fps:1226 +frame:1.45e+06 wall_t:1183 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.256 +2026-01-07 21:03:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4801.90 total_reward_ma:2951.23 loss:0.09259 fps:1226 +frame:1.46e+06 wall_t:1191 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.536 +2026-01-07 21:03:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4794.10 total_reward_ma:2976.02 loss:0.05667 fps:1226 +frame:1.47e+06 wall_t:1199 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.054 +2026-01-07 21:04:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4788.30 total_reward_ma:3000.85 loss:0.07891 fps:1226 +frame:1.48e+06 wall_t:1207 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.436 +2026-01-07 21:04:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4847.60 total_reward_ma:3026.53 loss:0.04689 fps:1225 +frame:1.49e+06 wall_t:1216 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.186 +2026-01-07 21:04:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4850.80 total_reward_ma:3052.13 loss:0.01675 fps:1224 +frame:1.50e+06 wall_t:1225 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.394 +2026-01-07 21:04:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4883.30 total_reward_ma:3078.02 loss:0.04899 fps:1225 +frame:1.51e+06 wall_t:1233 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.203 +2026-01-07 21:04:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4871.50 total_reward_ma:3103.82 loss:0.03467 fps:1225 +frame:1.52e+06 wall_t:1241 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.167 +2026-01-07 21:04:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4906.00 total_reward_ma:3130.20 loss:0.01221 fps:1225 +frame:1.53e+06 wall_t:1249 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.526 +2026-01-07 21:04:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:4976.90 total_reward_ma:3157.22 loss:0.07244 fps:1226 +frame:1.54e+06 wall_t:1256 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.321 +2026-01-07 21:05:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5018.70 total_reward_ma:3184.69 loss:0.01626 fps:1226 +frame:1.55e+06 wall_t:1264 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.353 +2026-01-07 21:05:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5008.40 total_reward_ma:3211.85 loss:0.05591 fps:1225 +frame:1.56e+06 wall_t:1273 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.236 +2026-01-07 21:05:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5057.40 total_reward_ma:3239.41 loss:0.02871 fps:1226 +frame:1.57e+06 wall_t:1281 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.091 +2026-01-07 21:05:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5075.90 total_reward_ma:3266.92 loss:0.1257 fps:1226 +frame:1.58e+06 wall_t:1289 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.282 +2026-01-07 21:05:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5088.80 total_reward_ma:3294.31 loss:0.162 fps:1226 +frame:1.59e+06 wall_t:1297 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.345 +2026-01-07 21:05:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5064.30 total_reward_ma:3321.25 loss:0.04374 fps:1226 +frame:1.60e+06 wall_t:1305 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.179 +2026-01-07 21:05:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5080.00 total_reward_ma:3348.08 loss:0.0751 fps:1226 +frame:1.61e+06 wall_t:1313 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.291 +2026-01-07 21:06:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5072.80 total_reward_ma:3374.60 loss:0.03562 fps:1226 +frame:1.62e+06 wall_t:1321 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.333 +2026-01-07 21:06:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5027.00 total_reward_ma:3400.48 loss:0.09805 fps:1226 +frame:1.63e+06 wall_t:1329 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.231 +2026-01-07 21:06:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5048.20 total_reward_ma:3426.56 loss:0.1267 fps:1227 +frame:1.64e+06 wall_t:1337 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.17 +2026-01-07 21:06:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5013.80 total_reward_ma:3452.28 loss:0.0986 fps:1227 +frame:1.65e+06 wall_t:1345 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.386 +2026-01-07 21:06:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5002.40 total_reward_ma:3477.96 loss:0.0171 fps:1227 +frame:1.66e+06 wall_t:1353 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.376 +2026-01-07 21:06:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5011.90 total_reward_ma:3503.57 loss:0.06453 fps:1227 +frame:1.67e+06 wall_t:1361 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.139 +2026-01-07 21:06:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5007.30 total_reward_ma:3529.01 loss:0.0906 fps:1227 +frame:1.68e+06 wall_t:1369 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.282 +2026-01-07 21:06:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5028.30 total_reward_ma:3554.60 loss:0.04168 fps:1227 +frame:1.69e+06 wall_t:1377 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.311 +2026-01-07 21:07:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5066.40 total_reward_ma:3580.65 loss:0.03465 fps:1227 +frame:1.70e+06 wall_t:1386 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.148 +2026-01-07 21:07:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5091.90 total_reward_ma:3606.92 loss:0.02326 fps:1228 +frame:1.71e+06 wall_t:1393 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.223 +2026-01-07 21:07:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5068.30 total_reward_ma:3632.87 loss:0.05272 fps:1228 +frame:1.72e+06 wall_t:1401 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.282 +2026-01-07 21:07:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5100.40 total_reward_ma:3659.23 loss:0.08231 fps:1229 +frame:1.73e+06 wall_t:1408 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.36 +2026-01-07 21:07:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5128.50 total_reward_ma:3685.91 loss:0.04377 fps:1228 +frame:1.74e+06 wall_t:1417 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.08 +2026-01-07 21:07:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5114.50 total_reward_ma:3712.41 loss:0.1578 fps:1228 +frame:1.75e+06 wall_t:1425 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.262 +2026-01-07 21:07:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5049.80 total_reward_ma:3738.34 loss:0.07337 fps:1228 +frame:1.76e+06 wall_t:1433 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.304 +2026-01-07 21:08:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5093.90 total_reward_ma:3764.79 loss:0.03261 fps:1227 +frame:1.77e+06 wall_t:1442 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.197 +2026-01-07 21:08:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5114.10 total_reward_ma:3791.25 loss:0.07306 fps:1228 +frame:1.78e+06 wall_t:1450 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.107 +2026-01-07 21:08:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5053.90 total_reward_ma:3816.92 loss:0.01953 fps:1228 +frame:1.79e+06 wall_t:1458 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.342 +2026-01-07 21:08:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5125.00 total_reward_ma:3843.23 loss:0.02054 fps:1229 +frame:1.80e+06 wall_t:1465 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.249 +2026-01-07 21:08:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5157.60 total_reward_ma:3869.71 loss:0.116 fps:1229 +frame:1.81e+06 wall_t:1473 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.27 +2026-01-07 21:08:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5173.10 total_reward_ma:3896.61 loss:0.09001 fps:1229 +frame:1.82e+06 wall_t:1481 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.407 +2026-01-07 21:08:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5211.10 total_reward_ma:3923.73 loss:0.02907 fps:1229 +frame:1.83e+06 wall_t:1489 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.083 +2026-01-07 21:08:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5280.60 total_reward_ma:3951.43 loss:0.02445 fps:1229 +frame:1.84e+06 wall_t:1497 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.112 +2026-01-07 21:09:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5350.80 total_reward_ma:3979.73 loss:0.07007 fps:1229 +frame:1.85e+06 wall_t:1505 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.479 +2026-01-07 21:09:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5380.90 total_reward_ma:4008.35 loss:0.1089 fps:1229 +frame:1.86e+06 wall_t:1513 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.348 +2026-01-07 21:09:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5434.50 total_reward_ma:4037.55 loss:0.07043 fps:1229 +frame:1.87e+06 wall_t:1522 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.213 +2026-01-07 21:09:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5374.60 total_reward_ma:4066.11 loss:0.1798 fps:1229 +frame:1.88e+06 wall_t:1530 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.366 +2026-01-07 21:09:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5334.60 total_reward_ma:4094.32 loss:0.01691 fps:1229 +frame:1.89e+06 wall_t:1538 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.31 +2026-01-07 21:09:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5345.20 total_reward_ma:4122.58 loss:0.04618 fps:1229 +frame:1.90e+06 wall_t:1546 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.116 +2026-01-07 21:09:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5321.00 total_reward_ma:4150.59 loss:0.179 fps:1229 +frame:1.91e+06 wall_t:1554 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.332 +2026-01-07 21:10:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5384.90 total_reward_ma:4179.17 loss:0.05273 fps:1229 +frame:1.92e+06 wall_t:1562 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.414 +2026-01-07 21:10:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5383.70 total_reward_ma:4207.72 loss:0.1293 fps:1229 +frame:1.93e+06 wall_t:1570 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.314 +2026-01-07 21:10:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5333.30 total_reward_ma:4235.65 loss:0.1174 fps:1229 +frame:1.94e+06 wall_t:1578 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.203 +2026-01-07 21:10:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5390.40 total_reward_ma:4264.23 loss:0.02416 fps:1230 +frame:1.95e+06 wall_t:1586 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.061 +2026-01-07 21:10:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5419.30 total_reward_ma:4293.05 loss:0.07566 fps:1230 +frame:1.96e+06 wall_t:1594 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.247 +2026-01-07 21:10:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5433.20 total_reward_ma:4322.02 loss:0.1354 fps:1230 +frame:1.97e+06 wall_t:1602 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.197 +2026-01-07 21:10:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5617.30 total_reward_ma:4352.69 loss:0.1073 fps:1230 +frame:1.98e+06 wall_t:1610 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.432 +2026-01-07 21:10:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5560.60 total_reward_ma:4382.84 loss:0.1024 fps:1230 +frame:1.99e+06 wall_t:1618 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.092 +2026-01-07 21:11:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5631.20 total_reward_ma:4413.60 loss:0.08781 fps:1230 +frame:2.00e+06 wall_t:1626 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.173 +2026-01-07 21:11:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5604.50 total_reward_ma:4444.23 loss:0.06572 fps:1229 +frame:2.01e+06 wall_t:1635 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.317 +2026-01-07 21:11:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5650.50 total_reward_ma:4475.29 loss:0.05519 fps:1229 +frame:2.02e+06 wall_t:1643 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.219 +2026-01-07 21:11:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5730.00 total_reward_ma:4506.93 loss:0.103 fps:1230 +frame:2.03e+06 wall_t:1651 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.275 +2026-01-07 21:11:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5750.40 total_reward_ma:4538.72 loss:0.1472 fps:1230 +frame:2.04e+06 wall_t:1659 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.407 +2026-01-07 21:11:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5718.50 total_reward_ma:4570.28 loss:0.152 fps:1230 +frame:2.05e+06 wall_t:1666 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.225 +2026-01-07 21:11:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5743.20 total_reward_ma:4601.72 loss:0.08528 fps:1231 +frame:2.06e+06 wall_t:1674 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.428 +2026-01-07 21:12:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5786.80 total_reward_ma:4633.53 loss:0.05785 fps:1231 +frame:2.07e+06 wall_t:1682 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.067 +2026-01-07 21:12:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5808.40 total_reward_ma:4665.64 loss:0.0659 fps:1231 +frame:2.08e+06 wall_t:1690 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.218 +2026-01-07 21:12:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5880.50 total_reward_ma:4698.27 loss:0.06062 fps:1231 +frame:2.09e+06 wall_t:1698 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.036 +2026-01-07 21:12:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5884.20 total_reward_ma:4730.33 loss:0.05927 fps:1231 +frame:2.10e+06 wall_t:1706 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.133 +2026-01-07 21:12:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5871.20 total_reward_ma:4761.86 loss:0.05129 fps:1231 +frame:2.11e+06 wall_t:1714 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.211 +2026-01-07 21:12:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5860.80 total_reward_ma:4793.28 loss:0.1192 fps:1231 +frame:2.12e+06 wall_t:1722 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.247 +2026-01-07 21:12:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5865.30 total_reward_ma:4824.00 loss:0.04631 fps:1231 +frame:2.13e+06 wall_t:1730 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.338 +2026-01-07 21:12:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5895.90 total_reward_ma:4854.63 loss:0.05897 fps:1231 +frame:2.14e+06 wall_t:1738 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.9757 +2026-01-07 21:13:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:5951.40 total_reward_ma:4885.04 loss:0.0462 fps:1232 +frame:2.15e+06 wall_t:1745 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.344 +2026-01-07 21:13:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6041.30 total_reward_ma:4915.73 loss:0.09904 fps:1231 +frame:2.16e+06 wall_t:1754 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.296 +2026-01-07 21:13:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6049.40 total_reward_ma:4945.68 loss:0.0818 fps:1232 +frame:2.17e+06 wall_t:1762 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.237 +2026-01-07 21:13:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6009.90 total_reward_ma:4974.27 loss:0.05188 fps:1232 +frame:2.18e+06 wall_t:1770 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.325 +2026-01-07 21:13:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6030.00 total_reward_ma:5002.41 loss:0.03333 fps:1232 +frame:2.19e+06 wall_t:1778 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.094 +2026-01-07 21:13:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6018.00 total_reward_ma:5029.04 loss:0.001933 fps:1232 +frame:2.20e+06 wall_t:1786 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.138 +2026-01-07 21:13:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6037.50 total_reward_ma:5055.31 loss:0.06686 fps:1232 +frame:2.21e+06 wall_t:1794 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.157 +2026-01-07 21:14:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6086.80 total_reward_ma:5081.14 loss:0.06364 fps:1232 +frame:2.22e+06 wall_t:1802 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.337 +2026-01-07 21:14:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6127.80 total_reward_ma:5106.99 loss:0.1284 fps:1233 +frame:2.23e+06 wall_t:1809 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.185 +2026-01-07 21:14:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6121.10 total_reward_ma:5132.34 loss:0.03301 fps:1233 +frame:2.24e+06 wall_t:1817 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.083 +2026-01-07 21:14:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6131.80 total_reward_ma:5157.25 loss:-0.01106 fps:1232 +frame:2.25e+06 wall_t:1826 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.217 +2026-01-07 21:14:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6187.10 total_reward_ma:5183.14 loss:0.1177 fps:1232 +frame:2.26e+06 wall_t:1834 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.135 +2026-01-07 21:14:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6190.50 total_reward_ma:5208.26 loss:0.04905 fps:1232 +frame:2.27e+06 wall_t:1843 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.146 +2026-01-07 21:14:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6208.80 total_reward_ma:5233.31 loss:0.08571 fps:1232 +frame:2.28e+06 wall_t:1851 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.24 +2026-01-07 21:15:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6227.60 total_reward_ma:5258.01 loss:0.02242 fps:1231 +frame:2.29e+06 wall_t:1860 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.165 +2026-01-07 21:15:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6212.30 total_reward_ma:5281.82 loss:0.115 fps:1231 +frame:2.30e+06 wall_t:1868 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.268 +2026-01-07 21:15:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6266.00 total_reward_ma:5305.56 loss:0.1288 fps:1232 +frame:2.31e+06 wall_t:1875 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.276 +2026-01-07 21:15:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6267.00 total_reward_ma:5328.96 loss:0.1202 fps:1232 +frame:2.32e+06 wall_t:1883 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.283 +2026-01-07 21:15:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6257.60 total_reward_ma:5351.40 loss:0.1254 fps:1232 +frame:2.33e+06 wall_t:1891 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.252 +2026-01-07 21:15:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6301.90 total_reward_ma:5373.12 loss:0.1488 fps:1232 +frame:2.34e+06 wall_t:1899 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.068 +2026-01-07 21:15:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6330.60 total_reward_ma:5393.76 loss:0.08711 fps:1232 +frame:2.35e+06 wall_t:1907 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.144 +2026-01-07 21:15:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6324.40 total_reward_ma:5413.44 loss:0.07828 fps:1232 +frame:2.36e+06 wall_t:1915 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.056 +2026-01-07 21:16:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6267.20 total_reward_ma:5431.93 loss:0.07004 fps:1232 +frame:2.37e+06 wall_t:1923 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.029 +2026-01-07 21:16:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6229.80 total_reward_ma:5449.09 loss:0.1208 fps:1233 +frame:2.38e+06 wall_t:1931 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.045 +2026-01-07 21:16:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6302.50 total_reward_ma:5466.10 loss:0.1057 fps:1233 +frame:2.39e+06 wall_t:1939 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.162 +2026-01-07 21:16:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6334.90 total_reward_ma:5482.95 loss:0.107 fps:1233 +frame:2.40e+06 wall_t:1946 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.041 +2026-01-07 21:16:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6367.60 total_reward_ma:5499.16 loss:0.05781 fps:1233 +frame:2.41e+06 wall_t:1954 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.04 +2026-01-07 21:16:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6431.40 total_reward_ma:5515.90 loss:0.1804 fps:1233 +frame:2.42e+06 wall_t:1963 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.246 +2026-01-07 21:16:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6416.60 total_reward_ma:5532.30 loss:0.1316 fps:1233 +frame:2.43e+06 wall_t:1971 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.223 +2026-01-07 21:16:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6404.70 total_reward_ma:5548.32 loss:0.07973 fps:1233 +frame:2.44e+06 wall_t:1979 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.202 +2026-01-07 21:17:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6346.10 total_reward_ma:5563.80 loss:0.09891 fps:1234 +frame:2.45e+06 wall_t:1986 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.26 +2026-01-07 21:17:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6394.50 total_reward_ma:5579.73 loss:0.032 fps:1233 +frame:2.46e+06 wall_t:1995 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.088 +2026-01-07 21:17:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6470.80 total_reward_ma:5596.49 loss:0.08333 fps:1233 +frame:2.47e+06 wall_t:2003 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.179 +2026-01-07 21:17:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6543.40 total_reward_ma:5614.04 loss:0.1453 fps:1234 +frame:2.48e+06 wall_t:2010 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.286 +2026-01-07 21:17:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6510.70 total_reward_ma:5630.67 loss:0.1431 fps:1233 +frame:2.49e+06 wall_t:2019 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.048 +2026-01-07 21:17:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6462.00 total_reward_ma:5646.79 loss:0.1538 fps:1233 +frame:2.50e+06 wall_t:2027 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.9314 +2026-01-07 21:17:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6425.20 total_reward_ma:5662.21 loss:0.1162 fps:1233 +frame:2.51e+06 wall_t:2035 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.244 +2026-01-07 21:18:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6392.10 total_reward_ma:5677.41 loss:0.05209 fps:1233 +frame:2.52e+06 wall_t:2043 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.064 +2026-01-07 21:18:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6382.50 total_reward_ma:5692.18 loss:0.1508 fps:1234 +frame:2.53e+06 wall_t:2051 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.043 +2026-01-07 21:18:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6406.40 total_reward_ma:5706.47 loss:0.08446 fps:1234 +frame:2.54e+06 wall_t:2059 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.248 +2026-01-07 21:18:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6407.70 total_reward_ma:5720.36 loss:0.06394 fps:1234 +frame:2.55e+06 wall_t:2067 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.087 +2026-01-07 21:18:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6482.90 total_reward_ma:5735.11 loss:0.1609 fps:1234 +frame:2.56e+06 wall_t:2075 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.084 +2026-01-07 21:18:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6478.30 total_reward_ma:5749.31 loss:0.01532 fps:1234 +frame:2.57e+06 wall_t:2083 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.075 +2026-01-07 21:18:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6433.00 total_reward_ma:5762.89 loss:0.1002 fps:1234 +frame:2.58e+06 wall_t:2090 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.012 +2026-01-07 21:18:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6417.40 total_reward_ma:5776.17 loss:0.06778 fps:1234 +frame:2.59e+06 wall_t:2099 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.175 +2026-01-07 21:19:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6511.10 total_reward_ma:5790.64 loss:0.08285 fps:1234 +frame:2.60e+06 wall_t:2107 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9431 +2026-01-07 21:19:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6539.70 total_reward_ma:5805.24 loss:0.1441 fps:1234 +frame:2.61e+06 wall_t:2115 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.313 +2026-01-07 21:19:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6609.60 total_reward_ma:5820.61 loss:0.1098 fps:1234 +frame:2.62e+06 wall_t:2123 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.228 +2026-01-07 21:19:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6668.40 total_reward_ma:5837.02 loss:0.1062 fps:1234 +frame:2.63e+06 wall_t:2131 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.138 +2026-01-07 21:19:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6724.10 total_reward_ma:5853.78 loss:0.09595 fps:1234 +frame:2.64e+06 wall_t:2139 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.194 +2026-01-07 21:19:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6742.40 total_reward_ma:5871.06 loss:0.116 fps:1235 +frame:2.65e+06 wall_t:2146 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.9201 +2026-01-07 21:19:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6778.00 total_reward_ma:5888.82 loss:0.1145 fps:1235 +frame:2.66e+06 wall_t:2154 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.26 +2026-01-07 21:20:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6706.90 total_reward_ma:5905.77 loss:0.0928 fps:1234 +frame:2.67e+06 wall_t:2163 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.9147 +2026-01-07 21:20:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6744.00 total_reward_ma:5923.14 loss:0.09474 fps:1234 +frame:2.68e+06 wall_t:2171 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.119 +2026-01-07 21:20:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6817.50 total_reward_ma:5941.03 loss:0.07456 fps:1235 +frame:2.69e+06 wall_t:2178 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.059 +2026-01-07 21:20:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6858.50 total_reward_ma:5958.95 loss:0.09661 fps:1235 +frame:2.70e+06 wall_t:2186 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.001 +2026-01-07 21:20:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6914.40 total_reward_ma:5977.18 loss:0.2559 fps:1235 +frame:2.71e+06 wall_t:2194 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.244 +2026-01-07 21:20:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6880.80 total_reward_ma:5995.30 loss:0.09944 fps:1235 +frame:2.72e+06 wall_t:2202 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.894 +2026-01-07 21:20:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6883.10 total_reward_ma:6013.13 loss:0.06691 fps:1235 +frame:2.73e+06 wall_t:2211 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.219 +2026-01-07 21:20:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6950.10 total_reward_ma:6031.34 loss:0.09628 fps:1235 +frame:2.74e+06 wall_t:2218 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.9467 +2026-01-07 21:21:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6956.60 total_reward_ma:6049.77 loss:0.1348 fps:1237 +frame:2.75e+06 wall_t:2224 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.099 +2026-01-07 21:21:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6910.60 total_reward_ma:6068.37 loss:0.115 fps:1238 +frame:2.76e+06 wall_t:2230 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.036 +2026-01-07 21:21:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6888.90 total_reward_ma:6086.32 loss:0.1099 fps:1239 +frame:2.77e+06 wall_t:2236 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.123 +2026-01-07 21:21:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6953.90 total_reward_ma:6104.72 loss:0.0821 fps:1241 +frame:2.78e+06 wall_t:2241 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.29 +2026-01-07 21:21:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6933.30 total_reward_ma:6123.51 loss:0.1169 fps:1242 +frame:2.79e+06 wall_t:2247 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.9493 +2026-01-07 21:21:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6806.00 total_reward_ma:6140.33 loss:0.1066 fps:1243 +frame:2.80e+06 wall_t:2252 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.078 +2026-01-07 21:21:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6788.90 total_reward_ma:6156.64 loss:0.1182 fps:1244 +frame:2.81e+06 wall_t:2258 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.065 +2026-01-07 21:21:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6781.40 total_reward_ma:6172.72 loss:0.1109 fps:1246 +frame:2.82e+06 wall_t:2263 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.004 +2026-01-07 21:21:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6862.40 total_reward_ma:6189.23 loss:0.07279 fps:1247 +frame:2.83e+06 wall_t:2269 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.105 +2026-01-07 21:21:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6914.80 total_reward_ma:6205.58 loss:0.1363 fps:1248 +frame:2.84e+06 wall_t:2275 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.146 +2026-01-07 21:22:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6920.20 total_reward_ma:6221.27 loss:0.09583 fps:1249 +frame:2.85e+06 wall_t:2281 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.9284 +2026-01-07 21:22:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6962.10 total_reward_ma:6237.08 loss:0.0964 fps:1251 +frame:2.86e+06 wall_t:2286 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.9853 +2026-01-07 21:22:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7054.50 total_reward_ma:6253.28 loss:0.09567 fps:1252 +frame:2.87e+06 wall_t:2292 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.107 +2026-01-07 21:22:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7078.80 total_reward_ma:6270.32 loss:0.11 fps:1254 +frame:2.88e+06 wall_t:2297 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.192 +2026-01-07 21:22:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7028.60 total_reward_ma:6287.26 loss:0.06037 fps:1255 +frame:2.89e+06 wall_t:2303 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.323 +2026-01-07 21:22:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7065.50 total_reward_ma:6304.47 loss:0.1106 fps:1256 +frame:2.90e+06 wall_t:2308 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.9657 +2026-01-07 21:22:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7140.10 total_reward_ma:6322.66 loss:0.1019 fps:1258 +frame:2.91e+06 wall_t:2314 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.262 +2026-01-07 21:22:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7119.40 total_reward_ma:6340.00 loss:0.02372 fps:1259 +frame:2.92e+06 wall_t:2320 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.067 +2026-01-07 21:22:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7150.00 total_reward_ma:6357.67 loss:0.02448 fps:1260 +frame:2.93e+06 wall_t:2325 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.8799 +2026-01-07 21:22:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7084.70 total_reward_ma:6375.18 loss:0.07267 fps:1261 +frame:2.94e+06 wall_t:2331 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.235 +2026-01-07 21:22:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7054.60 total_reward_ma:6391.82 loss:0.1028 fps:1263 +frame:2.95e+06 wall_t:2336 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.18 +2026-01-07 21:23:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6993.00 total_reward_ma:6407.56 loss:0.09758 fps:1264 +frame:2.96e+06 wall_t:2342 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.049 +2026-01-07 21:23:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6958.20 total_reward_ma:6422.81 loss:0.07835 fps:1265 +frame:2.97e+06 wall_t:2348 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.138 +2026-01-07 21:23:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:6953.20 total_reward_ma:6436.17 loss:0.08837 fps:1266 +frame:2.98e+06 wall_t:2353 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.9841 +2026-01-07 21:23:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7050.80 total_reward_ma:6451.07 loss:0.08836 fps:1267 +frame:2.99e+06 wall_t:2359 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.1 +2026-01-07 21:23:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7117.70 total_reward_ma:6465.94 loss:0.09961 fps:1269 +frame:3.00e+06 wall_t:2364 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.9953 +2026-01-07 21:23:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7174.70 total_reward_ma:6481.64 loss:0.1278 fps:1270 +frame:3.01e+06 wall_t:2370 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.255 +2026-01-07 21:23:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7175.20 total_reward_ma:6496.88 loss:0.1523 fps:1271 +frame:3.02e+06 wall_t:2376 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.082 +2026-01-07 21:23:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7190.90 total_reward_ma:6511.49 loss:0.0883 fps:1273 +frame:3.03e+06 wall_t:2381 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.064 +2026-01-07 21:23:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7221.50 total_reward_ma:6526.20 loss:0.1176 fps:1274 +frame:3.04e+06 wall_t:2387 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.159 +2026-01-07 21:23:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7289.80 total_reward_ma:6541.92 loss:0.08016 fps:1275 +frame:3.05e+06 wall_t:2393 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.8767 +2026-01-07 21:23:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7299.40 total_reward_ma:6557.48 loss:0.05539 fps:1276 +frame:3.06e+06 wall_t:2398 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.052 +2026-01-07 21:24:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7381.40 total_reward_ma:6573.42 loss:0.105 fps:1277 +frame:3.07e+06 wall_t:2404 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.12 +2026-01-07 21:24:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7396.10 total_reward_ma:6589.30 loss:0.06386 fps:1279 +frame:3.08e+06 wall_t:2409 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.9164 +2026-01-07 21:24:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7456.00 total_reward_ma:6605.06 loss:0.03994 fps:1280 +frame:3.09e+06 wall_t:2415 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.9492 +2026-01-07 21:24:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7438.90 total_reward_ma:6620.60 loss:0.08116 fps:1281 +frame:3.10e+06 wall_t:2420 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.168 +2026-01-07 21:24:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7465.70 total_reward_ma:6636.55 loss:0.07283 fps:1282 +frame:3.11e+06 wall_t:2426 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.9473 +2026-01-07 21:24:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7450.40 total_reward_ma:6652.44 loss:0.1421 fps:1283 +frame:3.12e+06 wall_t:2432 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.9574 +2026-01-07 21:24:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7459.60 total_reward_ma:6668.39 loss:0.09114 fps:1284 +frame:3.13e+06 wall_t:2437 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.183 +2026-01-07 21:24:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7521.80 total_reward_ma:6684.65 loss:0.07 fps:1285 +frame:3.14e+06 wall_t:2443 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.019 +2026-01-07 21:24:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7489.10 total_reward_ma:6700.02 loss:0.2676 fps:1286 +frame:3.15e+06 wall_t:2449 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.197 +2026-01-07 21:24:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7424.30 total_reward_ma:6713.85 loss:0.1224 fps:1288 +frame:3.16e+06 wall_t:2454 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.035 +2026-01-07 21:25:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7352.70 total_reward_ma:6726.89 loss:0.07694 fps:1289 +frame:3.17e+06 wall_t:2460 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.9442 +2026-01-07 21:25:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7352.20 total_reward_ma:6740.31 loss:0.1627 fps:1290 +frame:3.18e+06 wall_t:2466 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.067 +2026-01-07 21:25:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7277.10 total_reward_ma:6752.78 loss:0.1181 fps:1291 +frame:3.19e+06 wall_t:2471 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.01 +2026-01-07 21:25:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7256.90 total_reward_ma:6765.17 loss:0.0867 fps:1292 +frame:3.20e+06 wall_t:2477 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.011 +2026-01-07 21:25:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7258.40 total_reward_ma:6777.38 loss:0.144 fps:1293 +frame:3.21e+06 wall_t:2482 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.9779 +2026-01-07 21:25:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7284.50 total_reward_ma:6789.36 loss:0.1029 fps:1294 +frame:3.22e+06 wall_t:2488 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.156 +2026-01-07 21:25:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7294.60 total_reward_ma:6801.02 loss:0.03436 fps:1295 +frame:3.23e+06 wall_t:2494 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.9257 +2026-01-07 21:25:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7295.70 total_reward_ma:6812.77 loss:0.09491 fps:1297 +frame:3.24e+06 wall_t:2499 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.17 +2026-01-07 21:25:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7345.10 total_reward_ma:6824.90 loss:0.1384 fps:1297 +frame:3.25e+06 wall_t:2505 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.102 +2026-01-07 21:25:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7422.80 total_reward_ma:6837.26 loss:0.1178 fps:1299 +frame:3.26e+06 wall_t:2510 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.9578 +2026-01-07 21:25:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7373.80 total_reward_ma:6849.09 loss:0.1674 fps:1300 +frame:3.27e+06 wall_t:2516 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.103 +2026-01-07 21:26:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7398.80 total_reward_ma:6860.99 loss:0.1807 fps:1301 +frame:3.28e+06 wall_t:2521 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.9297 +2026-01-07 21:26:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7382.80 total_reward_ma:6872.55 loss:0.08712 fps:1302 +frame:3.29e+06 wall_t:2527 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.247 +2026-01-07 21:26:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7386.90 total_reward_ma:6884.29 loss:0.1351 fps:1303 +frame:3.30e+06 wall_t:2533 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.09 +2026-01-07 21:26:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7382.90 total_reward_ma:6895.46 loss:0.1403 fps:1304 +frame:3.31e+06 wall_t:2538 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.068 +2026-01-07 21:26:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7394.70 total_reward_ma:6906.74 loss:0.1638 fps:1305 +frame:3.32e+06 wall_t:2544 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.9399 +2026-01-07 21:26:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7363.70 total_reward_ma:6917.80 loss:0.0795 fps:1306 +frame:3.33e+06 wall_t:2549 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.9626 +2026-01-07 21:26:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7383.60 total_reward_ma:6928.62 loss:0.06602 fps:1307 +frame:3.34e+06 wall_t:2555 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.03 +2026-01-07 21:26:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7409.10 total_reward_ma:6939.40 loss:0.04466 fps:1308 +frame:3.35e+06 wall_t:2561 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.043 +2026-01-07 21:26:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7450.60 total_reward_ma:6950.66 loss:0.08114 fps:1309 +frame:3.36e+06 wall_t:2566 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.278 +2026-01-07 21:26:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7613.70 total_reward_ma:6964.13 loss:0.1438 fps:1310 +frame:3.37e+06 wall_t:2572 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.17 +2026-01-07 21:26:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7617.50 total_reward_ma:6978.00 loss:0.1075 fps:1311 +frame:3.38e+06 wall_t:2578 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.957 +2026-01-07 21:27:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7585.30 total_reward_ma:6990.83 loss:0.1175 fps:1312 +frame:3.39e+06 wall_t:2583 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.9468 +2026-01-07 21:27:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7560.90 total_reward_ma:7003.09 loss:0.02789 fps:1313 +frame:3.40e+06 wall_t:2589 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.103 +2026-01-07 21:27:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7578.50 total_reward_ma:7015.20 loss:0.1186 fps:1315 +frame:3.41e+06 wall_t:2594 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.012 +2026-01-07 21:27:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7540.60 total_reward_ma:7026.29 loss:0.08737 fps:1315 +frame:3.42e+06 wall_t:2600 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.116 +2026-01-07 21:27:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7583.00 total_reward_ma:7037.96 loss:0.08363 fps:1317 +frame:3.43e+06 wall_t:2605 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.27 +2026-01-07 21:27:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7574.60 total_reward_ma:7049.66 loss:0.08827 fps:1318 +frame:3.44e+06 wall_t:2611 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.9693 +2026-01-07 21:27:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7541.90 total_reward_ma:7061.61 loss:0.02166 fps:1318 +frame:3.45e+06 wall_t:2617 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.353 +2026-01-07 21:27:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7548.80 total_reward_ma:7073.16 loss:0.08649 fps:1320 +frame:3.46e+06 wall_t:2622 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.9876 +2026-01-07 21:27:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7559.80 total_reward_ma:7084.05 loss:0.1236 fps:1320 +frame:3.47e+06 wall_t:2628 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.024 +2026-01-07 21:27:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7543.20 total_reward_ma:7094.04 loss:0.1079 fps:1322 +frame:3.48e+06 wall_t:2633 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.192 +2026-01-07 21:27:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7592.00 total_reward_ma:7104.86 loss:0.1218 fps:1322 +frame:3.49e+06 wall_t:2639 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.074 +2026-01-07 21:28:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7640.10 total_reward_ma:7116.64 loss:0.09805 fps:1323 +frame:3.50e+06 wall_t:2645 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.051 +2026-01-07 21:28:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7604.00 total_reward_ma:7128.43 loss:0.1277 fps:1324 +frame:3.51e+06 wall_t:2651 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.112 +2026-01-07 21:28:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7576.00 total_reward_ma:7140.27 loss:0.05261 fps:1324 +frame:3.52e+06 wall_t:2658 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.088 +2026-01-07 21:28:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7658.80 total_reward_ma:7153.03 loss:0.1182 fps:1325 +frame:3.53e+06 wall_t:2664 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.083 +2026-01-07 21:28:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7688.20 total_reward_ma:7165.85 loss:0.1302 fps:1326 +frame:3.54e+06 wall_t:2670 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.9991 +2026-01-07 21:28:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7680.80 total_reward_ma:7178.58 loss:0.1015 fps:1327 +frame:3.55e+06 wall_t:2676 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.156 +2026-01-07 21:28:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7615.10 total_reward_ma:7189.90 loss:0.08045 fps:1328 +frame:3.56e+06 wall_t:2681 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.017 +2026-01-07 21:28:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7623.20 total_reward_ma:7201.35 loss:0.07131 fps:1329 +frame:3.57e+06 wall_t:2687 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.9414 +2026-01-07 21:28:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7572.90 total_reward_ma:7212.75 loss:0.09134 fps:1329 +frame:3.58e+06 wall_t:2693 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.073 +2026-01-07 21:28:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7588.60 total_reward_ma:7224.46 loss:0.0945 fps:1331 +frame:3.59e+06 wall_t:2698 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.133 +2026-01-07 21:29:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7649.00 total_reward_ma:7235.84 loss:0.05249 fps:1331 +frame:3.60e+06 wall_t:2704 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.031 +2026-01-07 21:29:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7636.50 total_reward_ma:7246.81 loss:0.08614 fps:1332 +frame:3.61e+06 wall_t:2710 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.076 +2026-01-07 21:29:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7662.90 total_reward_ma:7257.34 loss:0.09623 fps:1333 +frame:3.62e+06 wall_t:2716 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.143 +2026-01-07 21:29:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7630.30 total_reward_ma:7266.96 loss:0.07735 fps:1334 +frame:3.63e+06 wall_t:2722 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.158 +2026-01-07 21:29:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7604.30 total_reward_ma:7275.76 loss:0.08967 fps:1334 +frame:3.64e+06 wall_t:2729 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8291 +2026-01-07 21:29:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7581.10 total_reward_ma:7284.15 loss:0.09133 fps:1335 +frame:3.65e+06 wall_t:2735 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.139 +2026-01-07 21:29:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7631.60 total_reward_ma:7292.69 loss:0.1252 fps:1335 +frame:3.66e+06 wall_t:2741 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.18 +2026-01-07 21:29:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7662.10 total_reward_ma:7302.24 loss:0.1442 fps:1336 +frame:3.67e+06 wall_t:2746 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.9478 +2026-01-07 21:29:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7647.10 total_reward_ma:7311.27 loss:0.08051 fps:1337 +frame:3.68e+06 wall_t:2753 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.244 +2026-01-07 21:29:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7632.20 total_reward_ma:7319.41 loss:0.1787 fps:1337 +frame:3.69e+06 wall_t:2760 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.9868 +2026-01-07 21:30:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7533.00 total_reward_ma:7326.16 loss:0.09699 fps:1338 +frame:3.70e+06 wall_t:2766 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.282 +2026-01-07 21:30:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7530.50 total_reward_ma:7332.32 loss:0.1287 fps:1338 +frame:3.71e+06 wall_t:2772 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.009 +2026-01-07 21:30:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7500.20 total_reward_ma:7338.51 loss:0.0128 fps:1339 +frame:3.72e+06 wall_t:2778 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.8524 +2026-01-07 21:30:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7495.70 total_reward_ma:7344.64 loss:0.09148 fps:1340 +frame:3.73e+06 wall_t:2784 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.512 +2026-01-07 21:30:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7528.50 total_reward_ma:7350.42 loss:0.05602 fps:1340 +frame:3.74e+06 wall_t:2791 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.9418 +2026-01-07 21:30:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7554.20 total_reward_ma:7356.40 loss:0.1199 fps:1341 +frame:3.75e+06 wall_t:2797 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.319 +2026-01-07 21:30:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7561.30 total_reward_ma:7362.91 loss:0.07852 fps:1342 +frame:3.76e+06 wall_t:2802 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.9216 +2026-01-07 21:30:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7540.10 total_reward_ma:7369.42 loss:0.08608 fps:1343 +frame:3.77e+06 wall_t:2808 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.102 +2026-01-07 21:30:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7624.40 total_reward_ma:7376.12 loss:0.1036 fps:1343 +frame:3.78e+06 wall_t:2814 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.15 +2026-01-07 21:31:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7608.90 total_reward_ma:7382.88 loss:0.08904 fps:1343 +frame:3.79e+06 wall_t:2821 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.052 +2026-01-07 21:31:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7666.10 total_reward_ma:7391.48 loss:0.08682 fps:1344 +frame:3.80e+06 wall_t:2827 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.088 +2026-01-07 21:31:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7679.90 total_reward_ma:7400.39 loss:0.07506 fps:1345 +frame:3.81e+06 wall_t:2832 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.102 +2026-01-07 21:31:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7742.60 total_reward_ma:7410.00 loss:0.08076 fps:1346 +frame:3.82e+06 wall_t:2838 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.004 +2026-01-07 21:31:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7752.40 total_reward_ma:7418.90 loss:0.06002 fps:1347 +frame:3.83e+06 wall_t:2844 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.431 +2026-01-07 21:31:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7776.80 total_reward_ma:7427.52 loss:0.08248 fps:1347 +frame:3.84e+06 wall_t:2850 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.9044 +2026-01-07 21:31:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7789.90 total_reward_ma:7436.22 loss:0.1033 fps:1349 +frame:3.85e+06 wall_t:2855 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.204 +2026-01-07 21:31:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7815.40 total_reward_ma:7444.75 loss:0.04862 fps:1349 +frame:3.86e+06 wall_t:2861 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.056 +2026-01-07 21:31:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7838.20 total_reward_ma:7452.59 loss:0.06715 fps:1350 +frame:3.87e+06 wall_t:2866 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.061 +2026-01-07 21:31:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7854.70 total_reward_ma:7460.35 loss:0.09651 fps:1351 +frame:3.88e+06 wall_t:2872 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.245 +2026-01-07 21:31:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7872.70 total_reward_ma:7468.79 loss:0.08697 fps:1351 +frame:3.89e+06 wall_t:2879 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.9459 +2026-01-07 21:32:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7844.10 total_reward_ma:7476.58 loss:0.06967 fps:1352 +frame:3.90e+06 wall_t:2884 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.205 +2026-01-07 21:32:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7870.70 total_reward_ma:7483.88 loss:0.05527 fps:1353 +frame:3.91e+06 wall_t:2890 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.213 +2026-01-07 21:32:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7843.40 total_reward_ma:7491.12 loss:0.008272 fps:1354 +frame:3.92e+06 wall_t:2896 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.129 +2026-01-07 21:32:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7837.40 total_reward_ma:7498.00 loss:0.08403 fps:1355 +frame:3.93e+06 wall_t:2901 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.104 +2026-01-07 21:32:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7865.00 total_reward_ma:7505.80 loss:0.1562 fps:1355 +frame:3.94e+06 wall_t:2907 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.9629 +2026-01-07 21:32:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7848.90 total_reward_ma:7513.74 loss:0.0629 fps:1356 +frame:3.95e+06 wall_t:2913 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.002 +2026-01-07 21:32:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7835.20 total_reward_ma:7522.16 loss:0.1109 fps:1357 +frame:3.96e+06 wall_t:2919 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.9685 +2026-01-07 21:32:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7798.90 total_reward_ma:7530.57 loss:0.05054 fps:1357 +frame:3.97e+06 wall_t:2925 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.165 +2026-01-07 21:32:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7812.20 total_reward_ma:7539.16 loss:0.03277 fps:1358 +frame:3.98e+06 wall_t:2931 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.071 +2026-01-07 21:32:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7798.60 total_reward_ma:7546.64 loss:0.1062 fps:1359 +frame:3.99e+06 wall_t:2937 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.07 +2026-01-07 21:33:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7792.80 total_reward_ma:7553.39 loss:0.04411 fps:1359 +frame:4.00e+06 wall_t:2943 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.263 +2026-01-07 21:33:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7849.30 total_reward_ma:7560.14 loss:0.04937 fps:1360 +frame:4.01e+06 wall_t:2948 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.924 +2026-01-07 21:33:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7831.10 total_reward_ma:7566.70 loss:0.1218 fps:1361 +frame:4.02e+06 wall_t:2954 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.152 +2026-01-07 21:33:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7840.30 total_reward_ma:7573.19 loss:0.09769 fps:1361 +frame:4.03e+06 wall_t:2960 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.159 +2026-01-07 21:33:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7831.60 total_reward_ma:7579.29 loss:0.1073 fps:1362 +frame:4.04e+06 wall_t:2966 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.061 +2026-01-07 21:33:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7778.20 total_reward_ma:7584.17 loss:0.06363 fps:1363 +frame:4.05e+06 wall_t:2972 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.183 +2026-01-07 21:33:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7736.20 total_reward_ma:7588.54 loss:0.047 fps:1363 +frame:4.06e+06 wall_t:2979 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.9135 +2026-01-07 21:33:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7747.50 total_reward_ma:7592.20 loss:0.1052 fps:1363 +frame:4.07e+06 wall_t:2985 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.9251 +2026-01-07 21:33:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7751.10 total_reward_ma:7595.75 loss:0.1249 fps:1364 +frame:4.08e+06 wall_t:2991 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.104 +2026-01-07 21:33:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7716.60 total_reward_ma:7598.36 loss:0.04536 fps:1365 +frame:4.09e+06 wall_t:2997 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.114 +2026-01-07 21:34:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7761.50 total_reward_ma:7601.59 loss:0.115 fps:1366 +frame:4.10e+06 wall_t:3002 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.9323 +2026-01-07 21:34:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7755.00 total_reward_ma:7604.48 loss:0.08739 fps:1366 +frame:4.11e+06 wall_t:3008 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.124 +2026-01-07 21:34:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7777.70 total_reward_ma:7607.75 loss:0.05043 fps:1367 +frame:4.12e+06 wall_t:3014 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.7644 +2026-01-07 21:34:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7802.00 total_reward_ma:7611.17 loss:0.05521 fps:1368 +frame:4.13e+06 wall_t:3020 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.297 +2026-01-07 21:34:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7793.20 total_reward_ma:7613.89 loss:0.07693 fps:1368 +frame:4.14e+06 wall_t:3026 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.948 +2026-01-07 21:34:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7845.60 total_reward_ma:7617.45 loss:0.03336 fps:1369 +frame:4.15e+06 wall_t:3032 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.091 +2026-01-07 21:34:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7871.20 total_reward_ma:7621.92 loss:0.03193 fps:1369 +frame:4.16e+06 wall_t:3038 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.9559 +2026-01-07 21:34:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7892.50 total_reward_ma:7627.32 loss:0.1563 fps:1370 +frame:4.17e+06 wall_t:3044 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.073 +2026-01-07 21:34:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7840.90 total_reward_ma:7632.21 loss:0.08243 fps:1370 +frame:4.18e+06 wall_t:3050 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.054 +2026-01-07 21:34:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7891.30 total_reward_ma:7638.35 loss:0.07531 fps:1372 +frame:4.19e+06 wall_t:3055 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.066 +2026-01-07 21:35:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7909.30 total_reward_ma:7644.87 loss:0.07001 fps:1372 +frame:4.20e+06 wall_t:3062 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.182 +2026-01-07 21:35:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7883.10 total_reward_ma:7651.12 loss:0.04105 fps:1373 +frame:4.21e+06 wall_t:3067 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.8466 +2026-01-07 21:35:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7876.80 total_reward_ma:7657.04 loss:0.06359 fps:1373 +frame:4.22e+06 wall_t:3073 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.9633 +2026-01-07 21:35:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7863.90 total_reward_ma:7662.74 loss:0.06929 fps:1373 +frame:4.23e+06 wall_t:3080 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.02 +2026-01-07 21:35:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7890.70 total_reward_ma:7668.69 loss:0.0319 fps:1374 +frame:4.24e+06 wall_t:3086 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.9616 +2026-01-07 21:35:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7883.90 total_reward_ma:7674.08 loss:0.04087 fps:1375 +frame:4.25e+06 wall_t:3092 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.111 +2026-01-07 21:35:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7896.50 total_reward_ma:7678.81 loss:0.1123 fps:1375 +frame:4.26e+06 wall_t:3098 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.9918 +2026-01-07 21:35:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7915.50 total_reward_ma:7684.23 loss:0.1285 fps:1376 +frame:4.27e+06 wall_t:3103 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.121 +2026-01-07 21:35:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7935.40 total_reward_ma:7689.59 loss:0.09623 fps:1377 +frame:4.28e+06 wall_t:3109 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.993 +2026-01-07 21:35:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7990.10 total_reward_ma:7695.67 loss:0.1239 fps:1377 +frame:4.29e+06 wall_t:3115 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.134 +2026-01-07 21:36:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7960.60 total_reward_ma:7701.40 loss:0.07826 fps:1378 +frame:4.30e+06 wall_t:3121 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.115 +2026-01-07 21:36:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7926.40 total_reward_ma:7706.84 loss:0.09225 fps:1378 +frame:4.31e+06 wall_t:3128 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.09 +2026-01-07 21:36:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7944.50 total_reward_ma:7712.34 loss:0.02338 fps:1378 +frame:4.32e+06 wall_t:3134 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.174 +2026-01-07 21:36:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7943.30 total_reward_ma:7718.13 loss:0.03748 fps:1379 +frame:4.33e+06 wall_t:3140 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.9144 +2026-01-07 21:36:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7977.50 total_reward_ma:7724.07 loss:0.127 fps:1380 +frame:4.34e+06 wall_t:3146 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.9685 +2026-01-07 21:36:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7962.80 total_reward_ma:7729.61 loss:0.1267 fps:1380 +frame:4.35e+06 wall_t:3153 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.041 +2026-01-07 21:36:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7980.90 total_reward_ma:7734.91 loss:0.1254 fps:1381 +frame:4.36e+06 wall_t:3158 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.113 +2026-01-07 21:36:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7960.80 total_reward_ma:7738.38 loss:0.07462 fps:1381 +frame:4.37e+06 wall_t:3164 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.958 +2026-01-07 21:36:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7877.40 total_reward_ma:7740.98 loss:0.1344 fps:1381 +frame:4.38e+06 wall_t:3171 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.8891 +2026-01-07 21:36:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7858.60 total_reward_ma:7743.72 loss:0.05252 fps:1382 +frame:4.39e+06 wall_t:3176 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.214 +2026-01-07 21:37:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7860.60 total_reward_ma:7746.71 loss:0.06989 fps:1382 +frame:4.40e+06 wall_t:3183 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.8534 +2026-01-07 21:37:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7844.30 total_reward_ma:7749.37 loss:0.1115 fps:1383 +frame:4.41e+06 wall_t:3189 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.13 +2026-01-07 21:37:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7846.00 total_reward_ma:7752.43 loss:0.1226 fps:1383 +frame:4.42e+06 wall_t:3195 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.078 +2026-01-07 21:37:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7827.20 total_reward_ma:7754.87 loss:0.1482 fps:1384 +frame:4.43e+06 wall_t:3202 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.053 +2026-01-07 21:37:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7782.10 total_reward_ma:7756.94 loss:0.004818 fps:1384 +frame:4.44e+06 wall_t:3207 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.159 +2026-01-07 21:37:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7797.80 total_reward_ma:7759.50 loss:0.04827 fps:1385 +frame:4.45e+06 wall_t:3213 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.8975 +2026-01-07 21:37:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7809.70 total_reward_ma:7762.11 loss:0.1047 fps:1386 +frame:4.46e+06 wall_t:3219 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.239 +2026-01-07 21:37:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7766.10 total_reward_ma:7764.17 loss:0.1203 fps:1386 +frame:4.47e+06 wall_t:3225 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.229 +2026-01-07 21:37:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7797.10 total_reward_ma:7766.71 loss:0.06801 fps:1387 +frame:4.48e+06 wall_t:3231 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.05 +2026-01-07 21:37:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7798.90 total_reward_ma:7768.78 loss:0.06904 fps:1387 +frame:4.49e+06 wall_t:3237 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.069 +2026-01-07 21:38:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7739.10 total_reward_ma:7769.77 loss:0.1016 fps:1388 +frame:4.50e+06 wall_t:3243 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.8299 +2026-01-07 21:38:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7719.50 total_reward_ma:7770.93 loss:0.04113 fps:1388 +frame:4.51e+06 wall_t:3250 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.04 +2026-01-07 21:38:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7742.40 total_reward_ma:7772.59 loss:0.1073 fps:1388 +frame:4.52e+06 wall_t:3256 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.9725 +2026-01-07 21:38:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7742.80 total_reward_ma:7773.43 loss:0.007486 fps:1389 +frame:4.53e+06 wall_t:3261 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.066 +2026-01-07 21:38:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7789.80 total_reward_ma:7774.45 loss:0.09384 fps:1390 +frame:4.54e+06 wall_t:3267 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.234 +2026-01-07 21:38:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7811.20 total_reward_ma:7775.75 loss:0.03383 fps:1390 +frame:4.55e+06 wall_t:3273 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.9741 +2026-01-07 21:38:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7775.80 total_reward_ma:7777.36 loss:0.08004 fps:1391 +frame:4.56e+06 wall_t:3279 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.9785 +2026-01-07 21:38:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7763.10 total_reward_ma:7778.76 loss:0.09504 fps:1391 +frame:4.57e+06 wall_t:3285 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.008 +2026-01-07 21:38:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7780.60 total_reward_ma:7780.83 loss:0.0288 fps:1392 +frame:4.58e+06 wall_t:3290 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.006 +2026-01-07 21:38:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7733.90 total_reward_ma:7782.29 loss:0.1113 fps:1393 +frame:4.59e+06 wall_t:3296 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.264 +2026-01-07 21:39:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7764.30 total_reward_ma:7783.44 loss:0.08149 fps:1393 +frame:4.60e+06 wall_t:3302 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.055 +2026-01-07 21:39:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7860.30 total_reward_ma:7785.68 loss:0.1132 fps:1394 +frame:4.61e+06 wall_t:3307 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.9743 +2026-01-07 21:39:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7865.70 total_reward_ma:7787.70 loss:0.1141 fps:1395 +frame:4.62e+06 wall_t:3313 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.131 +2026-01-07 21:39:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7856.60 total_reward_ma:7789.97 loss:0.03558 fps:1395 +frame:4.63e+06 wall_t:3320 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.7349 +2026-01-07 21:39:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7829.10 total_reward_ma:7792.22 loss:0.02818 fps:1395 +frame:4.64e+06 wall_t:3325 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.212 +2026-01-07 21:39:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7777.10 total_reward_ma:7794.18 loss:0.1792 fps:1396 +frame:4.65e+06 wall_t:3332 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.9258 +2026-01-07 21:39:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7791.00 total_reward_ma:7795.77 loss:0.09856 fps:1396 +frame:4.66e+06 wall_t:3339 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.9876 +2026-01-07 21:39:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7848.50 total_reward_ma:7797.63 loss:0.2016 fps:1396 +frame:4.67e+06 wall_t:3345 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.196 +2026-01-07 21:39:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7792.30 total_reward_ma:7799.09 loss:0.07332 fps:1397 +frame:4.68e+06 wall_t:3351 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.9201 +2026-01-07 21:39:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7794.80 total_reward_ma:7800.71 loss:0.08357 fps:1397 +frame:4.69e+06 wall_t:3357 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.113 +2026-01-07 21:40:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7805.90 total_reward_ma:7803.44 loss:0.07843 fps:1398 +frame:4.70e+06 wall_t:3363 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.7858 +2026-01-07 21:40:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7836.60 total_reward_ma:7806.50 loss:0.07874 fps:1398 +frame:4.71e+06 wall_t:3369 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.007 +2026-01-07 21:40:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7843.60 total_reward_ma:7809.94 loss:0.08427 fps:1399 +frame:4.72e+06 wall_t:3375 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.9976 +2026-01-07 21:40:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7863.60 total_reward_ma:7813.62 loss:0.03874 fps:1399 +frame:4.73e+06 wall_t:3381 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.9959 +2026-01-07 21:40:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7863.10 total_reward_ma:7816.96 loss:0.04612 fps:1399 +frame:4.74e+06 wall_t:3387 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.8677 +2026-01-07 21:40:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7810.70 total_reward_ma:7819.53 loss:0.1106 fps:1400 +frame:4.75e+06 wall_t:3392 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.8898 +2026-01-07 21:40:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7858.10 total_reward_ma:7822.49 loss:0.05031 fps:1401 +frame:4.76e+06 wall_t:3398 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.9772 +2026-01-07 21:40:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7881.90 total_reward_ma:7825.91 loss:0.1466 fps:1401 +frame:4.77e+06 wall_t:3404 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.109 +2026-01-07 21:40:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7895.90 total_reward_ma:7828.63 loss:0.1784 fps:1402 +frame:4.78e+06 wall_t:3410 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.074 +2026-01-07 21:40:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7938.70 total_reward_ma:7831.92 loss:0.07208 fps:1402 +frame:4.79e+06 wall_t:3417 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.9115 +2026-01-07 21:41:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7940.60 total_reward_ma:7834.67 loss:0.1161 fps:1402 +frame:4.80e+06 wall_t:3423 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.8894 +2026-01-07 21:41:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7893.40 total_reward_ma:7836.80 loss:0.04818 fps:1403 +frame:4.81e+06 wall_t:3429 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.006 +2026-01-07 21:41:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7828.40 total_reward_ma:7837.66 loss:0.04444 fps:1403 +frame:4.82e+06 wall_t:3435 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.02 +2026-01-07 21:41:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7781.30 total_reward_ma:7837.95 loss:0.07943 fps:1404 +frame:4.83e+06 wall_t:3441 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.137 +2026-01-07 21:41:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7821.30 total_reward_ma:7838.40 loss:0.09619 fps:1404 +frame:4.84e+06 wall_t:3448 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.149 +2026-01-07 21:41:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7816.70 total_reward_ma:7838.66 loss:0.1129 fps:1404 +frame:4.85e+06 wall_t:3454 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8658 +2026-01-07 21:41:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7825.10 total_reward_ma:7838.76 loss:0.06619 fps:1405 +frame:4.86e+06 wall_t:3460 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.054 +2026-01-07 21:41:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7841.90 total_reward_ma:7838.80 loss:0.09083 fps:1405 +frame:4.87e+06 wall_t:3466 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.8675 +2026-01-07 21:41:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7815.70 total_reward_ma:7838.41 loss:0.1435 fps:1406 +frame:4.88e+06 wall_t:3471 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.093 +2026-01-07 21:41:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7850.50 total_reward_ma:7838.19 loss:0.1722 fps:1406 +frame:4.89e+06 wall_t:3477 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.9014 +2026-01-07 21:42:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7755.80 total_reward_ma:7837.30 loss:0.1063 fps:1407 +frame:4.90e+06 wall_t:3483 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.046 +2026-01-07 21:42:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7792.80 total_reward_ma:7836.52 loss:0.08235 fps:1407 +frame:4.91e+06 wall_t:3489 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.7996 +2026-01-07 21:42:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7825.30 total_reward_ma:7836.34 loss:0.05561 fps:1408 +frame:4.92e+06 wall_t:3495 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.015 +2026-01-07 21:42:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7892.50 total_reward_ma:7836.90 loss:0.1245 fps:1408 +frame:4.93e+06 wall_t:3501 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.9312 +2026-01-07 21:42:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7862.00 total_reward_ma:7836.87 loss:0.1083 fps:1409 +frame:4.94e+06 wall_t:3507 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.898 +2026-01-07 21:42:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7823.70 total_reward_ma:7836.61 loss:0.1408 fps:1409 +frame:4.95e+06 wall_t:3512 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.073 +2026-01-07 21:42:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7871.00 total_reward_ma:7836.97 loss:0.09837 fps:1410 +frame:4.96e+06 wall_t:3518 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.125 +2026-01-07 21:42:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7839.60 total_reward_ma:7837.38 loss:0.06588 fps:1410 +frame:4.97e+06 wall_t:3524 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.009 +2026-01-07 21:42:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7801.30 total_reward_ma:7837.27 loss:0.1355 fps:1411 +frame:4.98e+06 wall_t:3530 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.8596 +2026-01-07 21:42:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7815.20 total_reward_ma:7837.44 loss:0.06382 fps:1411 +frame:4.99e+06 wall_t:3536 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.8345 +2026-01-07 21:43:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7872.70 total_reward_ma:7838.23 loss:0.1292 fps:1412 +frame:5.00e+06 wall_t:3542 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.018 +2026-01-07 21:43:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7930.50 total_reward_ma:7839.05 loss:0.1032 fps:1412 +frame:5.01e+06 wall_t:3548 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.076 +2026-01-07 21:43:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7897.90 total_reward_ma:7839.71 loss:0.1399 fps:1412 +frame:5.02e+06 wall_t:3554 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.9931 +2026-01-07 21:43:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7868.00 total_reward_ma:7839.99 loss:0.04081 fps:1413 +frame:5.03e+06 wall_t:3560 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.087 +2026-01-07 21:43:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7869.00 total_reward_ma:7840.37 loss:0.1651 fps:1414 +frame:5.04e+06 wall_t:3565 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.179 +2026-01-07 21:43:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7820.80 total_reward_ma:7840.79 loss:0.1669 fps:1414 +frame:5.05e+06 wall_t:3571 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.8824 +2026-01-07 21:43:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7757.20 total_reward_ma:7841.00 loss:0.1414 fps:1415 +frame:5.06e+06 wall_t:3577 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.133 +2026-01-07 21:43:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7784.00 total_reward_ma:7841.37 loss:0.07829 fps:1415 +frame:5.07e+06 wall_t:3583 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.9236 +2026-01-07 21:43:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7742.40 total_reward_ma:7841.28 loss:0.04706 fps:1415 +frame:5.08e+06 wall_t:3589 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.21 +2026-01-07 21:43:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7786.00 total_reward_ma:7841.97 loss:0.01951 fps:1416 +frame:5.09e+06 wall_t:3595 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.8182 +2026-01-07 21:44:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7805.30 total_reward_ma:7842.41 loss:0.0882 fps:1416 +frame:5.10e+06 wall_t:3601 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.127 +2026-01-07 21:44:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7763.30 total_reward_ma:7842.49 loss:0.06721 fps:1417 +frame:5.11e+06 wall_t:3607 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.084 +2026-01-07 21:44:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7783.80 total_reward_ma:7842.56 loss:0.1988 fps:1417 +frame:5.12e+06 wall_t:3613 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.16 +2026-01-07 21:44:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7781.30 total_reward_ma:7842.35 loss:0.05883 fps:1418 +frame:5.13e+06 wall_t:3618 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.044 +2026-01-07 21:44:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7827.90 total_reward_ma:7842.70 loss:0.05487 fps:1418 +frame:5.14e+06 wall_t:3625 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.045 +2026-01-07 21:44:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7848.40 total_reward_ma:7842.72 loss:0.0888 fps:1418 +frame:5.15e+06 wall_t:3631 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.045 +2026-01-07 21:44:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7987.40 total_reward_ma:7843.88 loss:0.06129 fps:1419 +frame:5.16e+06 wall_t:3637 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.082 +2026-01-07 21:44:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8107.00 total_reward_ma:7846.03 loss:0.04004 fps:1420 +frame:5.17e+06 wall_t:3642 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.9871 +2026-01-07 21:44:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8117.50 total_reward_ma:7848.79 loss:0.05041 fps:1420 +frame:5.18e+06 wall_t:3648 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.9567 +2026-01-07 21:44:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8129.50 total_reward_ma:7851.18 loss:0.06984 fps:1420 +frame:5.19e+06 wall_t:3654 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.025 +2026-01-07 21:45:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8107.20 total_reward_ma:7853.16 loss:0.116 fps:1421 +frame:5.20e+06 wall_t:3660 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.12 +2026-01-07 21:45:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8085.90 total_reward_ma:7855.18 loss:0.0003136 fps:1421 +frame:5.21e+06 wall_t:3666 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.9583 +2026-01-07 21:45:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8031.30 total_reward_ma:7856.73 loss:0.03183 fps:1422 +frame:5.22e+06 wall_t:3672 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.9531 +2026-01-07 21:45:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:7998.60 total_reward_ma:7858.08 loss:0.1529 fps:1422 +frame:5.23e+06 wall_t:3679 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.041 +2026-01-07 21:45:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8052.10 total_reward_ma:7859.69 loss:0.1382 fps:1422 +frame:5.24e+06 wall_t:3684 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.142 +2026-01-07 21:45:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8092.30 total_reward_ma:7861.78 loss:0.06018 fps:1422 +frame:5.25e+06 wall_t:3691 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.7716 +2026-01-07 21:45:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8091.90 total_reward_ma:7863.73 loss:0.03754 fps:1423 +frame:5.26e+06 wall_t:3697 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.134 +2026-01-07 21:45:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8076.40 total_reward_ma:7865.34 loss:0.07519 fps:1423 +frame:5.27e+06 wall_t:3703 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.109 +2026-01-07 21:45:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8042.20 total_reward_ma:7866.40 loss:0.03794 fps:1423 +frame:5.28e+06 wall_t:3710 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.9939 +2026-01-07 21:45:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8037.40 total_reward_ma:7866.88 loss:0.09373 fps:1424 +frame:5.29e+06 wall_t:3716 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.9968 +2026-01-07 21:46:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8050.90 total_reward_ma:7867.78 loss:0.1809 fps:1424 +frame:5.30e+06 wall_t:3721 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.018 +2026-01-07 21:46:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8107.80 total_reward_ma:7869.60 loss:0.0861 fps:1425 +frame:5.31e+06 wall_t:3727 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.224 +2026-01-07 21:46:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8055.40 total_reward_ma:7870.70 loss:0.1903 fps:1425 +frame:5.32e+06 wall_t:3733 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.015 +2026-01-07 21:46:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8124.50 total_reward_ma:7872.52 loss:0.06308 fps:1426 +frame:5.33e+06 wall_t:3739 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.047 +2026-01-07 21:46:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8160.60 total_reward_ma:7874.35 loss:0.04839 fps:1426 +frame:5.34e+06 wall_t:3744 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.094 +2026-01-07 21:46:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8128.30 total_reward_ma:7876.00 loss:0.08197 fps:1427 +frame:5.35e+06 wall_t:3750 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.025 +2026-01-07 21:46:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8084.60 total_reward_ma:7877.04 loss:0.01238 fps:1427 +frame:5.36e+06 wall_t:3756 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.9703 +2026-01-07 21:46:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8046.60 total_reward_ma:7877.90 loss:0.1551 fps:1427 +frame:5.37e+06 wall_t:3762 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.063 +2026-01-07 21:46:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8081.40 total_reward_ma:7879.94 loss:0.03124 fps:1428 +frame:5.38e+06 wall_t:3768 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.9644 +2026-01-07 21:46:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8141.10 total_reward_ma:7882.76 loss:0.1767 fps:1428 +frame:5.39e+06 wall_t:3774 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.078 +2026-01-07 21:47:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8109.80 total_reward_ma:7885.25 loss:0.1054 fps:1429 +frame:5.40e+06 wall_t:3780 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.9625 +2026-01-07 21:47:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8134.70 total_reward_ma:7888.16 loss:0.1137 fps:1429 +frame:5.41e+06 wall_t:3786 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.132 +2026-01-07 21:47:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8144.50 total_reward_ma:7891.14 loss:0.1212 fps:1429 +frame:5.42e+06 wall_t:3792 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.9856 +2026-01-07 21:47:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8178.30 total_reward_ma:7894.65 loss:0.1225 fps:1430 +frame:5.43e+06 wall_t:3798 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.114 +2026-01-07 21:47:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8276.00 total_reward_ma:7899.59 loss:0.001754 fps:1430 +frame:5.44e+06 wall_t:3804 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.9958 +2026-01-07 21:47:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8317.60 total_reward_ma:7904.79 loss:0.1063 fps:1430 +frame:5.45e+06 wall_t:3811 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.168 +2026-01-07 21:47:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8361.40 total_reward_ma:7910.31 loss:0.1572 fps:1430 +frame:5.46e+06 wall_t:3817 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.019 +2026-01-07 21:47:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8458.40 total_reward_ma:7917.23 loss:0.07218 fps:1431 +frame:5.47e+06 wall_t:3822 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.9836 +2026-01-07 21:47:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8493.20 total_reward_ma:7924.19 loss:0.02796 fps:1432 +frame:5.48e+06 wall_t:3828 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.8632 +2026-01-07 21:47:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8531.80 total_reward_ma:7931.52 loss:0.02837 fps:1432 +frame:5.49e+06 wall_t:3834 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.093 +2026-01-07 21:48:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8534.10 total_reward_ma:7939.47 loss:0.07261 fps:1432 +frame:5.50e+06 wall_t:3840 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.9979 +2026-01-07 21:48:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8519.30 total_reward_ma:7947.47 loss:0.1164 fps:1433 +frame:5.51e+06 wall_t:3846 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.9762 +2026-01-07 21:48:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8547.10 total_reward_ma:7955.52 loss:0.01553 fps:1433 +frame:5.52e+06 wall_t:3852 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.934 +2026-01-07 21:48:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8629.30 total_reward_ma:7964.38 loss:0.09242 fps:1434 +frame:5.53e+06 wall_t:3857 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.148 +2026-01-07 21:48:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8688.60 total_reward_ma:7973.37 loss:0.04733 fps:1434 +frame:5.54e+06 wall_t:3864 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.9731 +2026-01-07 21:48:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8610.50 total_reward_ma:7981.36 loss:0.04254 fps:1434 +frame:5.55e+06 wall_t:3869 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.9979 +2026-01-07 21:48:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8653.80 total_reward_ma:7990.14 loss:0.07444 fps:1435 +frame:5.56e+06 wall_t:3875 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.8744 +2026-01-07 21:48:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8674.00 total_reward_ma:7999.25 loss:0.1574 fps:1435 +frame:5.57e+06 wall_t:3881 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.197 +2026-01-07 21:48:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8675.30 total_reward_ma:8008.20 loss:0.106 fps:1436 +frame:5.58e+06 wall_t:3887 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.9619 +2026-01-07 21:48:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8574.20 total_reward_ma:8016.60 loss:0.04635 fps:1436 +frame:5.59e+06 wall_t:3893 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.039 +2026-01-07 21:48:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8583.70 total_reward_ma:8024.80 loss:0.05267 fps:1436 +frame:5.60e+06 wall_t:3899 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.9468 +2026-01-07 21:49:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8587.30 total_reward_ma:8032.07 loss:0.03878 fps:1437 +frame:5.61e+06 wall_t:3905 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.9202 +2026-01-07 21:49:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8660.30 total_reward_ma:8040.01 loss:0.09624 fps:1437 +frame:5.62e+06 wall_t:3911 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.003 +2026-01-07 21:49:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8697.40 total_reward_ma:8048.42 loss:0.01799 fps:1437 +frame:5.63e+06 wall_t:3917 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.9096 +2026-01-07 21:49:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8740.20 total_reward_ma:8057.53 loss:0.07783 fps:1438 +frame:5.64e+06 wall_t:3922 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.184 +2026-01-07 21:49:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8814.20 total_reward_ma:8067.90 loss:0.09749 fps:1438 +frame:5.65e+06 wall_t:3928 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.961 +2026-01-07 21:49:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8730.40 total_reward_ma:8077.29 loss:0.07784 fps:1438 +frame:5.66e+06 wall_t:3935 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.8796 +2026-01-07 21:49:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8747.70 total_reward_ma:8086.29 loss:0.04467 fps:1439 +frame:5.67e+06 wall_t:3941 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.9923 +2026-01-07 21:49:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8748.60 total_reward_ma:8095.85 loss:0.1109 fps:1439 +frame:5.68e+06 wall_t:3947 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.9655 +2026-01-07 21:49:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8816.00 total_reward_ma:8106.06 loss:0.1459 fps:1439 +frame:5.69e+06 wall_t:3954 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.9779 +2026-01-07 21:49:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8852.70 total_reward_ma:8116.53 loss:0.04088 fps:1440 +frame:5.70e+06 wall_t:3959 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.047 +2026-01-07 21:50:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8887.20 total_reward_ma:8127.04 loss:0.03777 fps:1440 +frame:5.71e+06 wall_t:3965 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.167 +2026-01-07 21:50:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8926.50 total_reward_ma:8137.87 loss:0.163 fps:1440 +frame:5.72e+06 wall_t:3971 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.14 +2026-01-07 21:50:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9054.40 total_reward_ma:8149.77 loss:0.0854 fps:1441 +frame:5.73e+06 wall_t:3977 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.158 +2026-01-07 21:50:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9022.60 total_reward_ma:8161.37 loss:0.1406 fps:1441 +frame:5.74e+06 wall_t:3984 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.06 +2026-01-07 21:50:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:8998.80 total_reward_ma:8173.25 loss:0.02868 fps:1441 +frame:5.75e+06 wall_t:3990 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.9306 +2026-01-07 21:50:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9053.30 total_reward_ma:8185.20 loss:0.0513 fps:1441 +frame:5.76e+06 wall_t:3996 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.977 +2026-01-07 21:50:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9101.00 total_reward_ma:8197.39 loss:0.03786 fps:1442 +frame:5.77e+06 wall_t:4002 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.122 +2026-01-07 21:50:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9160.00 total_reward_ma:8210.03 loss:0.1364 fps:1442 +frame:5.78e+06 wall_t:4008 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.9495 +2026-01-07 21:50:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9264.60 total_reward_ma:8223.29 loss:0.1816 fps:1442 +frame:5.79e+06 wall_t:4014 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.174 +2026-01-07 21:51:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9297.50 total_reward_ma:8236.86 loss:0.09142 fps:1443 +frame:5.80e+06 wall_t:4020 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.986 +2026-01-07 21:51:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9296.60 total_reward_ma:8250.89 loss:0.1144 fps:1443 +frame:5.81e+06 wall_t:4026 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.819 +2026-01-07 21:51:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9259.80 total_reward_ma:8265.21 loss:0.04314 fps:1443 +frame:5.82e+06 wall_t:4032 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.8541 +2026-01-07 21:51:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9285.50 total_reward_ma:8280.25 loss:0.04037 fps:1444 +frame:5.83e+06 wall_t:4038 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.8804 +2026-01-07 21:51:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9373.50 total_reward_ma:8295.77 loss:0.09711 fps:1444 +frame:5.84e+06 wall_t:4044 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.9857 +2026-01-07 21:51:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9381.80 total_reward_ma:8311.42 loss:0.1076 fps:1444 +frame:5.85e+06 wall_t:4050 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.098 +2026-01-07 21:51:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9315.60 total_reward_ma:8326.33 loss:0.1971 fps:1445 +frame:5.86e+06 wall_t:4056 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.178 +2026-01-07 21:51:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9331.50 total_reward_ma:8341.22 loss:0.1259 fps:1445 +frame:5.87e+06 wall_t:4061 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.9976 +2026-01-07 21:51:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9367.50 total_reward_ma:8356.74 loss:0.1222 fps:1445 +frame:5.88e+06 wall_t:4068 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.032 +2026-01-07 21:51:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9403.10 total_reward_ma:8372.27 loss:0.08803 fps:1446 +frame:5.89e+06 wall_t:4074 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.9534 +2026-01-07 21:52:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9356.50 total_reward_ma:8388.28 loss:0.199 fps:1446 +frame:5.90e+06 wall_t:4080 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.142 +2026-01-07 21:52:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9333.00 total_reward_ma:8403.68 loss:0.1257 fps:1446 +frame:5.91e+06 wall_t:4086 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.8929 +2026-01-07 21:52:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9339.50 total_reward_ma:8418.82 loss:0.07404 fps:1447 +frame:5.92e+06 wall_t:4092 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.9198 +2026-01-07 21:52:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9434.70 total_reward_ma:8434.24 loss:0.1316 fps:1447 +frame:5.93e+06 wall_t:4098 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.023 +2026-01-07 21:52:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9381.90 total_reward_ma:8449.44 loss:0.09629 fps:1447 +frame:5.94e+06 wall_t:4104 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.9254 +2026-01-07 21:52:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9428.60 total_reward_ma:8465.49 loss:0.08444 fps:1448 +frame:5.95e+06 wall_t:4110 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.8866 +2026-01-07 21:52:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9400.20 total_reward_ma:8480.78 loss:0.1396 fps:1448 +frame:5.96e+06 wall_t:4115 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.001 +2026-01-07 21:52:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9381.90 total_reward_ma:8496.20 loss:0.06827 fps:1449 +frame:5.97e+06 wall_t:4121 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.8642 +2026-01-07 21:52:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9410.60 total_reward_ma:8512.30 loss:0.08595 fps:1449 +frame:5.98e+06 wall_t:4127 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.846 +2026-01-07 21:52:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9402.30 total_reward_ma:8528.17 loss:0.09824 fps:1449 +frame:5.99e+06 wall_t:4133 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.247 +2026-01-07 21:52:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9394.60 total_reward_ma:8543.39 loss:0.03635 fps:1450 +frame:6.00e+06 wall_t:4139 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.9561 +2026-01-07 21:53:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9425.70 total_reward_ma:8558.34 loss:0.1443 fps:1450 +frame:6.01e+06 wall_t:4144 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 21:53:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9388.10 total_reward_ma:8573.24 loss:0.1007 fps:1451 +frame:6.02e+06 wall_t:4150 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.9826 +2026-01-07 21:53:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9234.10 total_reward_ma:8586.90 loss:0.05315 fps:1451 +frame:6.03e+06 wall_t:4157 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.7246 +2026-01-07 21:53:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9281.40 total_reward_ma:8601.03 loss:0.06047 fps:1451 +frame:6.04e+06 wall_t:4162 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.9944 +2026-01-07 21:53:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9213.40 total_reward_ma:8614.95 loss:0.1068 fps:1452 +frame:6.05e+06 wall_t:4168 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.9723 +2026-01-07 21:53:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9187.30 total_reward_ma:8629.25 loss:0.1024 fps:1452 +frame:6.06e+06 wall_t:4174 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 21:53:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9323.40 total_reward_ma:8644.65 loss:0.07704 fps:1452 +frame:6.07e+06 wall_t:4180 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.9568 +2026-01-07 21:53:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9325.10 total_reward_ma:8660.47 loss:0.1045 fps:1453 +frame:6.08e+06 wall_t:4185 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 21:53:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9229.40 total_reward_ma:8674.91 loss:0.1459 fps:1453 +frame:6.09e+06 wall_t:4192 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.9561 +2026-01-07 21:53:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9212.70 total_reward_ma:8688.98 loss:0.05749 fps:1453 +frame:6.10e+06 wall_t:4198 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.9506 +2026-01-07 21:54:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9252.40 total_reward_ma:8703.87 loss:0.05444 fps:1454 +frame:6.11e+06 wall_t:4203 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.8246 +2026-01-07 21:54:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9297.80 total_reward_ma:8719.01 loss:0.08695 fps:1454 +frame:6.12e+06 wall_t:4209 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.9446 +2026-01-07 21:54:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9240.00 total_reward_ma:8733.60 loss:0.04241 fps:1454 +frame:6.13e+06 wall_t:4215 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 21:54:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9297.20 total_reward_ma:8748.29 loss:0.07609 fps:1455 +frame:6.14e+06 wall_t:4221 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 21:54:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9322.10 total_reward_ma:8763.03 loss:0.1134 fps:1455 +frame:6.15e+06 wall_t:4227 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 21:54:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9440.20 total_reward_ma:8777.56 loss:0.08529 fps:1455 +frame:6.16e+06 wall_t:4234 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.9034 +2026-01-07 21:54:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9409.90 total_reward_ma:8790.59 loss:0.1255 fps:1455 +frame:6.17e+06 wall_t:4240 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 21:54:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9531.70 total_reward_ma:8804.73 loss:0.0757 fps:1455 +frame:6.18e+06 wall_t:4246 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 21:54:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9518.60 total_reward_ma:8818.62 loss:0.08578 fps:1456 +frame:6.19e+06 wall_t:4251 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.853 +2026-01-07 21:54:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9490.70 total_reward_ma:8832.46 loss:0.05553 fps:1456 +frame:6.20e+06 wall_t:4258 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 21:55:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9605.60 total_reward_ma:8847.65 loss:0.1454 fps:1456 +frame:6.21e+06 wall_t:4264 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.301 +2026-01-07 21:55:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9636.60 total_reward_ma:8863.71 loss:0.05777 fps:1456 +frame:6.22e+06 wall_t:4271 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.9779 +2026-01-07 21:55:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9683.90 total_reward_ma:8880.56 loss:0.06569 fps:1457 +frame:6.23e+06 wall_t:4276 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 21:55:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9704.00 total_reward_ma:8897.08 loss:0.05721 fps:1457 +frame:6.24e+06 wall_t:4282 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.9285 +2026-01-07 21:55:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9626.10 total_reward_ma:8912.42 loss:0.06983 fps:1458 +frame:6.25e+06 wall_t:4288 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.9442 +2026-01-07 21:55:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9703.70 total_reward_ma:8928.53 loss:0.04358 fps:1458 +frame:6.26e+06 wall_t:4294 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.8861 +2026-01-07 21:55:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9650.90 total_reward_ma:8944.28 loss:0.0513 fps:1458 +frame:6.27e+06 wall_t:4300 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.9906 +2026-01-07 21:55:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9782.40 total_reward_ma:8961.68 loss:0.03609 fps:1458 +frame:6.28e+06 wall_t:4306 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.9451 +2026-01-07 21:55:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9804.90 total_reward_ma:8979.35 loss:0.07875 fps:1459 +frame:6.29e+06 wall_t:4312 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 21:55:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9844.10 total_reward_ma:8997.29 loss:0.08896 fps:1459 +frame:6.30e+06 wall_t:4318 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.9969 +2026-01-07 21:56:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9778.60 total_reward_ma:9014.00 loss:0.05924 fps:1460 +frame:6.31e+06 wall_t:4323 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 21:56:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9763.30 total_reward_ma:9031.07 loss:0.06769 fps:1460 +frame:6.32e+06 wall_t:4330 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.9962 +2026-01-07 21:56:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9855.70 total_reward_ma:9048.39 loss:0.08147 fps:1460 +frame:6.33e+06 wall_t:4336 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.9711 +2026-01-07 21:56:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9771.50 total_reward_ma:9064.50 loss:0.08694 fps:1460 +frame:6.34e+06 wall_t:4342 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 21:56:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9724.10 total_reward_ma:9080.45 loss:0.07852 fps:1461 +frame:6.35e+06 wall_t:4347 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.9165 +2026-01-07 21:56:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9731.00 total_reward_ma:9096.92 loss:0.08784 fps:1461 +frame:6.36e+06 wall_t:4353 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 21:56:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9724.20 total_reward_ma:9113.69 loss:0.0758 fps:1461 +frame:6.37e+06 wall_t:4359 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.9442 +2026-01-07 21:56:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9698.30 total_reward_ma:9129.86 loss:0.1464 fps:1462 +frame:6.38e+06 wall_t:4365 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 21:56:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9759.00 total_reward_ma:9146.04 loss:0.08835 fps:1462 +frame:6.39e+06 wall_t:4371 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 21:56:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9703.30 total_reward_ma:9161.98 loss:0.02475 fps:1462 +frame:6.40e+06 wall_t:4377 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.9107 +2026-01-07 21:57:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9662.00 total_reward_ma:9177.25 loss:0.1074 fps:1463 +frame:6.41e+06 wall_t:4382 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.325 +2026-01-07 21:57:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9726.00 total_reward_ma:9193.06 loss:0.05371 fps:1463 +frame:6.42e+06 wall_t:4388 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 21:57:14 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9748.40 total_reward_ma:9208.76 loss:0.07545 fps:1463 +frame:6.43e+06 wall_t:4394 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 21:57:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9726.20 total_reward_ma:9223.27 loss:0.07641 fps:1464 +frame:6.44e+06 wall_t:4400 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 21:57:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9727.30 total_reward_ma:9237.36 loss:0.1342 fps:1464 +frame:6.45e+06 wall_t:4406 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 21:57:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9586.40 total_reward_ma:9249.61 loss:0.106 fps:1464 +frame:6.46e+06 wall_t:4412 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 21:57:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9558.00 total_reward_ma:9260.61 loss:0.06733 fps:1465 +frame:6.47e+06 wall_t:4417 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 21:57:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9502.60 total_reward_ma:9270.70 loss:0.06524 fps:1465 +frame:6.48e+06 wall_t:4424 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 21:57:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9571.30 total_reward_ma:9281.10 loss:0.01795 fps:1465 +frame:6.49e+06 wall_t:4429 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 21:57:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9571.90 total_reward_ma:9291.48 loss:0.1041 fps:1465 +frame:6.50e+06 wall_t:4436 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 21:58:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9626.20 total_reward_ma:9302.55 loss:0.06112 fps:1466 +frame:6.51e+06 wall_t:4441 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 21:58:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9584.10 total_reward_ma:9312.92 loss:0.0824 fps:1466 +frame:6.52e+06 wall_t:4447 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 21:58:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9595.20 total_reward_ma:9322.58 loss:0.1156 fps:1466 +frame:6.53e+06 wall_t:4453 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 21:58:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9451.70 total_reward_ma:9330.21 loss:0.0624 fps:1467 +frame:6.54e+06 wall_t:4459 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.8582 +2026-01-07 21:58:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9429.50 total_reward_ma:9338.40 loss:0.08449 fps:1467 +frame:6.55e+06 wall_t:4465 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 21:58:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9316.00 total_reward_ma:9345.02 loss:0.09119 fps:1467 +frame:6.56e+06 wall_t:4472 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.8883 +2026-01-07 21:58:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9343.00 total_reward_ma:9351.71 loss:0.07337 fps:1468 +frame:6.57e+06 wall_t:4477 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.24 +2026-01-07 21:58:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9449.70 total_reward_ma:9359.45 loss:0.1304 fps:1468 +frame:6.58e+06 wall_t:4483 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.9495 +2026-01-07 21:58:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9510.60 total_reward_ma:9368.82 loss:0.1084 fps:1468 +frame:6.59e+06 wall_t:4489 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.9748 +2026-01-07 21:58:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9622.40 total_reward_ma:9379.20 loss:0.1463 fps:1468 +frame:6.60e+06 wall_t:4495 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 21:59:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9648.00 total_reward_ma:9389.81 loss:0.1097 fps:1469 +frame:6.61e+06 wall_t:4500 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 21:59:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9637.40 total_reward_ma:9399.58 loss:0.03111 fps:1469 +frame:6.62e+06 wall_t:4506 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.9469 +2026-01-07 21:59:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9596.80 total_reward_ma:9408.58 loss:0.08204 fps:1469 +frame:6.63e+06 wall_t:4512 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.8896 +2026-01-07 21:59:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9629.60 total_reward_ma:9417.47 loss:0.09435 fps:1470 +frame:6.64e+06 wall_t:4518 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.9805 +2026-01-07 21:59:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9733.30 total_reward_ma:9426.66 loss:0.09604 fps:1470 +frame:6.65e+06 wall_t:4524 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 21:59:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9735.20 total_reward_ma:9436.71 loss:0.1731 fps:1470 +frame:6.66e+06 wall_t:4530 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.9739 +2026-01-07 21:59:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9697.40 total_reward_ma:9446.21 loss:0.06382 fps:1470 +frame:6.67e+06 wall_t:4536 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 21:59:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9696.00 total_reward_ma:9455.68 loss:0.1308 fps:1471 +frame:6.68e+06 wall_t:4542 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 21:59:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9821.00 total_reward_ma:9465.73 loss:0.04876 fps:1471 +frame:6.69e+06 wall_t:4548 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.8875 +2026-01-07 21:59:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9807.40 total_reward_ma:9475.28 loss:0.1416 fps:1471 +frame:6.70e+06 wall_t:4554 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:00:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9712.60 total_reward_ma:9483.53 loss:0.2577 fps:1471 +frame:6.71e+06 wall_t:4560 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 22:00:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9605.00 total_reward_ma:9490.32 loss:0.1005 fps:1472 +frame:6.72e+06 wall_t:4566 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.8922 +2026-01-07 22:00:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9493.30 total_reward_ma:9494.70 loss:0.08151 fps:1472 +frame:6.73e+06 wall_t:4573 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.85 +2026-01-07 22:00:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9488.10 total_reward_ma:9499.36 loss:0.04515 fps:1472 +frame:6.74e+06 wall_t:4579 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 22:00:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9554.40 total_reward_ma:9504.92 loss:0.09993 fps:1472 +frame:6.75e+06 wall_t:4585 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.9981 +2026-01-07 22:00:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9597.10 total_reward_ma:9510.35 loss:0.05659 fps:1472 +frame:6.76e+06 wall_t:4591 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:00:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9574.40 total_reward_ma:9515.09 loss:0.1014 fps:1473 +frame:6.77e+06 wall_t:4597 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:00:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9646.40 total_reward_ma:9519.95 loss:0.0334 fps:1473 +frame:6.78e+06 wall_t:4603 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.9631 +2026-01-07 22:00:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9619.80 total_reward_ma:9523.50 loss:0.02064 fps:1473 +frame:6.79e+06 wall_t:4609 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.9777 +2026-01-07 22:00:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9664.20 total_reward_ma:9527.17 loss:0.04508 fps:1473 +frame:6.80e+06 wall_t:4615 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.9134 +2026-01-07 22:01:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9742.00 total_reward_ma:9531.62 loss:0.06979 fps:1474 +frame:6.81e+06 wall_t:4621 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:01:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9659.40 total_reward_ma:9535.62 loss:0.2161 fps:1474 +frame:6.82e+06 wall_t:4627 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 22:01:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9711.80 total_reward_ma:9539.88 loss:0.01826 fps:1475 +frame:6.83e+06 wall_t:4632 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.8639 +2026-01-07 22:01:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9751.00 total_reward_ma:9543.66 loss:0.1478 fps:1475 +frame:6.84e+06 wall_t:4638 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.013 +2026-01-07 22:01:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9815.40 total_reward_ma:9547.99 loss:0.1561 fps:1475 +frame:6.85e+06 wall_t:4644 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:01:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9811.00 total_reward_ma:9552.95 loss:0.133 fps:1475 +frame:6.86e+06 wall_t:4650 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 22:01:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9927.00 total_reward_ma:9558.90 loss:0.06718 fps:1476 +frame:6.87e+06 wall_t:4655 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.9823 +2026-01-07 22:01:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9841.00 total_reward_ma:9563.64 loss:0.1198 fps:1476 +frame:6.88e+06 wall_t:4662 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 22:01:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9843.00 total_reward_ma:9568.04 loss:0.04304 fps:1476 +frame:6.89e+06 wall_t:4667 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.7299 +2026-01-07 22:01:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9862.30 total_reward_ma:9573.09 loss:0.122 fps:1476 +frame:6.90e+06 wall_t:4674 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.9676 +2026-01-07 22:01:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9802.40 total_reward_ma:9577.79 loss:0.08901 fps:1477 +frame:6.91e+06 wall_t:4679 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:02:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9809.20 total_reward_ma:9582.49 loss:0.06677 fps:1477 +frame:6.92e+06 wall_t:4685 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.8825 +2026-01-07 22:02:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9791.90 total_reward_ma:9586.06 loss:0.1731 fps:1478 +frame:6.93e+06 wall_t:4690 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.864 +2026-01-07 22:02:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9769.20 total_reward_ma:9589.93 loss:0.02593 fps:1478 +frame:6.94e+06 wall_t:4696 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.8839 +2026-01-07 22:02:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9783.30 total_reward_ma:9593.48 loss:0.2275 fps:1478 +frame:6.95e+06 wall_t:4702 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:02:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9840.00 total_reward_ma:9597.88 loss:0.04372 fps:1478 +frame:6.96e+06 wall_t:4708 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:02:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9633.80 total_reward_ma:9600.39 loss:0.05268 fps:1479 +frame:6.97e+06 wall_t:4714 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 22:02:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9633.10 total_reward_ma:9602.62 loss:0.07061 fps:1479 +frame:6.98e+06 wall_t:4720 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.9507 +2026-01-07 22:02:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9652.00 total_reward_ma:9605.12 loss:0.07921 fps:1479 +frame:6.99e+06 wall_t:4726 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.9147 +2026-01-07 22:02:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9590.20 total_reward_ma:9607.07 loss:0.06508 fps:1480 +frame:7.00e+06 wall_t:4731 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.849 +2026-01-07 22:02:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9544.40 total_reward_ma:9608.26 loss:0.1772 fps:1480 +frame:7.01e+06 wall_t:4737 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:03:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9570.60 total_reward_ma:9610.08 loss:0.1461 fps:1480 +frame:7.02e+06 wall_t:4743 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 22:03:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9596.20 total_reward_ma:9613.71 loss:0.1613 fps:1480 +frame:7.03e+06 wall_t:4749 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.9751 +2026-01-07 22:03:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9549.80 total_reward_ma:9616.39 loss:0.1587 fps:1481 +frame:7.04e+06 wall_t:4755 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 22:03:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9669.50 total_reward_ma:9620.95 loss:0.1601 fps:1481 +frame:7.05e+06 wall_t:4761 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.9156 +2026-01-07 22:03:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9655.00 total_reward_ma:9625.63 loss:0.1096 fps:1481 +frame:7.06e+06 wall_t:4767 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.9724 +2026-01-07 22:03:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9702.10 total_reward_ma:9629.42 loss:0.08624 fps:1482 +frame:7.07e+06 wall_t:4772 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.9307 +2026-01-07 22:03:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9628.70 total_reward_ma:9632.45 loss:0.2498 fps:1482 +frame:7.08e+06 wall_t:4778 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.8854 +2026-01-07 22:03:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9615.40 total_reward_ma:9636.31 loss:0.02614 fps:1482 +frame:7.09e+06 wall_t:4784 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 22:03:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9804.20 total_reward_ma:9642.22 loss:0.07197 fps:1483 +frame:7.10e+06 wall_t:4789 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 22:03:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9960.90 total_reward_ma:9649.31 loss:0.1949 fps:1483 +frame:7.11e+06 wall_t:4795 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:04:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9966.80 total_reward_ma:9656.00 loss:0.1231 fps:1483 +frame:7.12e+06 wall_t:4801 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 22:04:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10059.20 total_reward_ma:9664.19 loss:0.07293 fps:1483 +frame:7.13e+06 wall_t:4807 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.9971 +2026-01-07 22:04:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9987.10 total_reward_ma:9671.09 loss:0.1018 fps:1483 +frame:7.14e+06 wall_t:4813 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 22:04:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9900.50 total_reward_ma:9676.88 loss:0.05155 fps:1484 +frame:7.15e+06 wall_t:4819 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.9036 +2026-01-07 22:04:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9943.20 total_reward_ma:9681.91 loss:0.1881 fps:1484 +frame:7.16e+06 wall_t:4825 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 22:04:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9818.30 total_reward_ma:9685.99 loss:0.08587 fps:1484 +frame:7.17e+06 wall_t:4831 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.991 +2026-01-07 22:04:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9799.90 total_reward_ma:9688.67 loss:0.1752 fps:1484 +frame:7.18e+06 wall_t:4837 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.9832 +2026-01-07 22:04:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9764.60 total_reward_ma:9691.13 loss:0.0879 fps:1485 +frame:7.19e+06 wall_t:4843 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:04:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9710.40 total_reward_ma:9693.33 loss:0.06697 fps:1485 +frame:7.20e+06 wall_t:4849 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.9292 +2026-01-07 22:04:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9617.90 total_reward_ma:9693.45 loss:0.03628 fps:1485 +frame:7.21e+06 wall_t:4855 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 22:05:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9820.60 total_reward_ma:9695.29 loss:0.07214 fps:1485 +frame:7.22e+06 wall_t:4861 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.9574 +2026-01-07 22:05:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9668.90 total_reward_ma:9695.14 loss:0.0252 fps:1486 +frame:7.23e+06 wall_t:4867 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.9491 +2026-01-07 22:05:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9576.20 total_reward_ma:9693.86 loss:0.08233 fps:1486 +frame:7.24e+06 wall_t:4873 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:05:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9630.50 total_reward_ma:9693.91 loss:0.0446 fps:1486 +frame:7.25e+06 wall_t:4879 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.8643 +2026-01-07 22:05:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9642.90 total_reward_ma:9693.30 loss:0.07765 fps:1486 +frame:7.26e+06 wall_t:4884 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.24 +2026-01-07 22:05:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9664.20 total_reward_ma:9693.43 loss:0.09794 fps:1487 +frame:7.27e+06 wall_t:4890 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.9636 +2026-01-07 22:05:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9646.70 total_reward_ma:9692.08 loss:0.03218 fps:1487 +frame:7.28e+06 wall_t:4896 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:05:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9764.10 total_reward_ma:9691.67 loss:0.09226 fps:1487 +frame:7.29e+06 wall_t:4902 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:05:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9773.30 total_reward_ma:9690.96 loss:0.06725 fps:1487 +frame:7.30e+06 wall_t:4908 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.8719 +2026-01-07 22:05:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9773.90 total_reward_ma:9690.91 loss:0.04408 fps:1488 +frame:7.31e+06 wall_t:4914 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 22:06:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:9991.50 total_reward_ma:9693.20 loss:0.0967 fps:1488 +frame:7.32e+06 wall_t:4920 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 22:06:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10099.20 total_reward_ma:9695.63 loss:0.04952 fps:1488 +frame:7.33e+06 wall_t:4926 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.8495 +2026-01-07 22:06:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10127.20 total_reward_ma:9699.19 loss:0.0694 fps:1489 +frame:7.34e+06 wall_t:4931 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 22:06:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10174.10 total_reward_ma:9703.69 loss:0.08032 fps:1489 +frame:7.35e+06 wall_t:4937 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 22:06:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10306.40 total_reward_ma:9709.44 loss:0.1008 fps:1489 +frame:7.36e+06 wall_t:4943 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:06:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10306.80 total_reward_ma:9715.27 loss:0.02763 fps:1489 +frame:7.37e+06 wall_t:4949 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.253 +2026-01-07 22:06:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10294.30 total_reward_ma:9721.23 loss:0.2783 fps:1489 +frame:7.38e+06 wall_t:4955 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:06:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10293.00 total_reward_ma:9726.57 loss:0.07872 fps:1490 +frame:7.39e+06 wall_t:4961 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 22:06:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10276.70 total_reward_ma:9732.30 loss:0.1559 fps:1490 +frame:7.40e+06 wall_t:4967 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.292 +2026-01-07 22:06:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10438.50 total_reward_ma:9740.07 loss:0.01109 fps:1490 +frame:7.41e+06 wall_t:4973 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:06:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10434.40 total_reward_ma:9747.15 loss:0.1167 fps:1490 +frame:7.42e+06 wall_t:4979 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:07:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10493.40 total_reward_ma:9754.60 loss:0.124 fps:1491 +frame:7.43e+06 wall_t:4984 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:07:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10474.20 total_reward_ma:9762.08 loss:0.1234 fps:1491 +frame:7.44e+06 wall_t:4990 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:07:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10438.30 total_reward_ma:9769.19 loss:0.195 fps:1491 +frame:7.45e+06 wall_t:4996 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 22:07:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10345.80 total_reward_ma:9776.78 loss:0.06459 fps:1491 +frame:7.46e+06 wall_t:5002 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.9481 +2026-01-07 22:07:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10276.90 total_reward_ma:9783.97 loss:0.09894 fps:1492 +frame:7.47e+06 wall_t:5008 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 22:07:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10311.30 total_reward_ma:9792.06 loss:0.01585 fps:1492 +frame:7.48e+06 wall_t:5014 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.014 +2026-01-07 22:07:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10295.50 total_reward_ma:9799.30 loss:0.05116 fps:1492 +frame:7.49e+06 wall_t:5020 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.9532 +2026-01-07 22:07:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10255.10 total_reward_ma:9806.13 loss:0.1147 fps:1492 +frame:7.50e+06 wall_t:5026 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:07:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10341.30 total_reward_ma:9813.29 loss:0.05123 fps:1492 +frame:7.51e+06 wall_t:5032 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:07:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10442.60 total_reward_ma:9821.87 loss:0.06299 fps:1493 +frame:7.52e+06 wall_t:5037 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.9421 +2026-01-07 22:08:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10441.70 total_reward_ma:9830.34 loss:0.01204 fps:1493 +frame:7.53e+06 wall_t:5044 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.7461 +2026-01-07 22:08:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10576.40 total_reward_ma:9841.58 loss:0.1613 fps:1493 +frame:7.54e+06 wall_t:5050 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 22:08:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10646.00 total_reward_ma:9853.75 loss:0.08113 fps:1493 +frame:7.55e+06 wall_t:5056 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.9485 +2026-01-07 22:08:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10464.40 total_reward_ma:9865.23 loss:0.1183 fps:1493 +frame:7.56e+06 wall_t:5063 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.9433 +2026-01-07 22:08:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10456.90 total_reward_ma:9876.37 loss:0.08184 fps:1494 +frame:7.57e+06 wall_t:5068 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 22:08:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10400.10 total_reward_ma:9885.87 loss:0.01495 fps:1494 +frame:7.58e+06 wall_t:5074 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:08:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10599.80 total_reward_ma:9896.77 loss:0.1359 fps:1494 +frame:7.59e+06 wall_t:5080 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:08:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10604.40 total_reward_ma:9906.59 loss:0.06993 fps:1494 +frame:7.60e+06 wall_t:5086 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 22:08:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10675.90 total_reward_ma:9916.87 loss:0.103 fps:1495 +frame:7.61e+06 wall_t:5092 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.8963 +2026-01-07 22:08:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10738.10 total_reward_ma:9927.87 loss:0.1234 fps:1495 +frame:7.62e+06 wall_t:5098 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:09:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10705.70 total_reward_ma:9938.96 loss:0.09883 fps:1495 +frame:7.63e+06 wall_t:5104 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.162 +2026-01-07 22:09:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10861.50 total_reward_ma:9951.28 loss:0.1126 fps:1495 +frame:7.64e+06 wall_t:5111 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.8151 +2026-01-07 22:09:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10865.30 total_reward_ma:9962.60 loss:0.1489 fps:1495 +frame:7.65e+06 wall_t:5117 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:09:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10856.90 total_reward_ma:9973.82 loss:0.141 fps:1495 +frame:7.66e+06 wall_t:5124 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:09:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10823.20 total_reward_ma:9985.08 loss:0.1046 fps:1495 +frame:7.67e+06 wall_t:5130 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 22:09:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10855.20 total_reward_ma:9996.67 loss:0.1068 fps:1495 +frame:7.68e+06 wall_t:5136 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.295 +2026-01-07 22:09:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10774.20 total_reward_ma:10006.20 loss:0.0476 fps:1496 +frame:7.69e+06 wall_t:5141 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.9595 +2026-01-07 22:09:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10816.00 total_reward_ma:10016.28 loss:0.138 fps:1496 +frame:7.70e+06 wall_t:5147 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.9515 +2026-01-07 22:09:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10777.30 total_reward_ma:10026.93 loss:0.08008 fps:1496 +frame:7.71e+06 wall_t:5153 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.861 +2026-01-07 22:09:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10859.50 total_reward_ma:10039.48 loss:0.06587 fps:1496 +frame:7.72e+06 wall_t:5159 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.9827 +2026-01-07 22:10:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10769.60 total_reward_ma:10052.24 loss:0.03506 fps:1496 +frame:7.73e+06 wall_t:5166 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.9926 +2026-01-07 22:10:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10786.50 total_reward_ma:10065.22 loss:0.08642 fps:1497 +frame:7.74e+06 wall_t:5172 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:10:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10773.30 total_reward_ma:10077.41 loss:0.09828 fps:1497 +frame:7.75e+06 wall_t:5178 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.91 +2026-01-07 22:10:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10676.50 total_reward_ma:10088.21 loss:0.2075 fps:1497 +frame:7.76e+06 wall_t:5184 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:10:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10681.70 total_reward_ma:10099.28 loss:0.05239 fps:1497 +frame:7.77e+06 wall_t:5189 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.999 +2026-01-07 22:10:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10690.80 total_reward_ma:10109.72 loss:0.03161 fps:1497 +frame:7.78e+06 wall_t:5196 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 22:10:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10689.10 total_reward_ma:10120.42 loss:0.08827 fps:1498 +frame:7.79e+06 wall_t:5202 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.9596 +2026-01-07 22:10:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10752.20 total_reward_ma:10131.30 loss:0.05806 fps:1497 +frame:7.80e+06 wall_t:5209 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.9442 +2026-01-07 22:10:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10764.30 total_reward_ma:10141.52 loss:0.0703 fps:1498 +frame:7.81e+06 wall_t:5215 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:11:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10885.10 total_reward_ma:10153.78 loss:0.08902 fps:1498 +frame:7.82e+06 wall_t:5221 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.9434 +2026-01-07 22:11:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10900.00 total_reward_ma:10165.66 loss:0.0689 fps:1498 +frame:7.83e+06 wall_t:5227 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.9544 +2026-01-07 22:11:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10834.30 total_reward_ma:10176.49 loss:0.07549 fps:1498 +frame:7.84e+06 wall_t:5233 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.9856 +2026-01-07 22:11:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10942.90 total_reward_ma:10187.77 loss:0.09539 fps:1498 +frame:7.85e+06 wall_t:5239 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:11:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10990.50 total_reward_ma:10199.56 loss:0.1834 fps:1499 +frame:7.86e+06 wall_t:5244 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 22:11:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11079.50 total_reward_ma:10211.09 loss:0.1461 fps:1499 +frame:7.87e+06 wall_t:5250 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 22:11:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10925.30 total_reward_ma:10221.93 loss:0.156 fps:1499 +frame:7.88e+06 wall_t:5256 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.9913 +2026-01-07 22:11:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10899.70 total_reward_ma:10232.50 loss:0.2088 fps:1499 +frame:7.89e+06 wall_t:5262 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 22:11:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10917.60 total_reward_ma:10243.05 loss:0.05238 fps:1500 +frame:7.90e+06 wall_t:5268 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.8674 +2026-01-07 22:11:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10872.10 total_reward_ma:10253.75 loss:0.1502 fps:1500 +frame:7.91e+06 wall_t:5274 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 22:12:00 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10847.50 total_reward_ma:10264.13 loss:0.01631 fps:1500 +frame:7.92e+06 wall_t:5280 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 22:12:06 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10851.90 total_reward_ma:10274.73 loss:0.09837 fps:1500 +frame:7.93e+06 wall_t:5286 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.334 +2026-01-07 22:12:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10808.30 total_reward_ma:10285.12 loss:0.08541 fps:1500 +frame:7.94e+06 wall_t:5292 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 22:12:18 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10877.10 total_reward_ma:10296.06 loss:0.08259 fps:1501 +frame:7.95e+06 wall_t:5298 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.9906 +2026-01-07 22:12:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10767.30 total_reward_ma:10305.33 loss:0.1053 fps:1501 +frame:7.96e+06 wall_t:5304 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.8731 +2026-01-07 22:12:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10800.10 total_reward_ma:10317.00 loss:0.1631 fps:1501 +frame:7.97e+06 wall_t:5310 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:12:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10896.60 total_reward_ma:10329.63 loss:0.1221 fps:1501 +frame:7.98e+06 wall_t:5316 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:12:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10809.90 total_reward_ma:10341.21 loss:0.09155 fps:1501 +frame:7.99e+06 wall_t:5323 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.9812 +2026-01-07 22:12:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10845.50 total_reward_ma:10353.76 loss:0.1031 fps:1501 +frame:8.00e+06 wall_t:5329 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.9948 +2026-01-07 22:12:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10952.20 total_reward_ma:10367.84 loss:0.1146 fps:1501 +frame:8.01e+06 wall_t:5335 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.8508 +2026-01-07 22:13:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:10907.40 total_reward_ma:10381.21 loss:0.1258 fps:1501 +frame:8.02e+06 wall_t:5342 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.9759 +2026-01-07 22:13:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11041.40 total_reward_ma:10395.66 loss:0.1039 fps:1502 +frame:8.03e+06 wall_t:5347 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:13:12 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11214.80 total_reward_ma:10412.31 loss:0.04935 fps:1502 +frame:8.04e+06 wall_t:5353 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.8459 +2026-01-07 22:13:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11429.80 total_reward_ma:10429.91 loss:0.1208 fps:1502 +frame:8.05e+06 wall_t:5359 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 22:13:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11471.40 total_reward_ma:10448.08 loss:0.09495 fps:1502 +frame:8.06e+06 wall_t:5365 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.8667 +2026-01-07 22:13:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11460.80 total_reward_ma:10465.66 loss:0.05629 fps:1503 +frame:8.07e+06 wall_t:5371 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.8131 +2026-01-07 22:13:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11432.90 total_reward_ma:10483.71 loss:0.09692 fps:1503 +frame:8.08e+06 wall_t:5377 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.9037 +2026-01-07 22:13:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11296.50 total_reward_ma:10500.52 loss:0.1094 fps:1503 +frame:8.09e+06 wall_t:5383 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 22:13:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11200.80 total_reward_ma:10514.48 loss:0.09219 fps:1503 +frame:8.10e+06 wall_t:5389 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:13:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11246.70 total_reward_ma:10527.34 loss:0.08651 fps:1503 +frame:8.11e+06 wall_t:5395 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.9342 +2026-01-07 22:14:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11159.70 total_reward_ma:10539.27 loss:0.2482 fps:1503 +frame:8.12e+06 wall_t:5401 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 22:14:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11202.70 total_reward_ma:10550.71 loss:0.04292 fps:1504 +frame:8.13e+06 wall_t:5407 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.9479 +2026-01-07 22:14:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11284.50 total_reward_ma:10563.68 loss:0.08504 fps:1504 +frame:8.14e+06 wall_t:5413 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:14:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11320.10 total_reward_ma:10577.88 loss:0.01147 fps:1504 +frame:8.15e+06 wall_t:5419 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.8935 +2026-01-07 22:14:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11359.00 total_reward_ma:10592.03 loss:0.09171 fps:1504 +frame:8.16e+06 wall_t:5425 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:14:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11455.50 total_reward_ma:10608.41 loss:0.1671 fps:1504 +frame:8.17e+06 wall_t:5431 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.9098 +2026-01-07 22:14:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11274.70 total_reward_ma:10623.15 loss:0.07444 fps:1505 +frame:8.18e+06 wall_t:5437 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 22:14:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11089.90 total_reward_ma:10636.41 loss:0.09621 fps:1505 +frame:8.19e+06 wall_t:5443 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 22:14:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11027.30 total_reward_ma:10649.58 loss:0.09628 fps:1505 +frame:8.20e+06 wall_t:5449 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 22:14:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11013.20 total_reward_ma:10663.53 loss:0.1169 fps:1505 +frame:8.21e+06 wall_t:5455 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.9682 +2026-01-07 22:15:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11010.60 total_reward_ma:10675.43 loss:0.09871 fps:1505 +frame:8.22e+06 wall_t:5461 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 22:15:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11034.10 total_reward_ma:10689.08 loss:0.2208 fps:1505 +frame:8.23e+06 wall_t:5467 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 22:15:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11074.00 total_reward_ma:10704.06 loss:0.1234 fps:1506 +frame:8.24e+06 wall_t:5473 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.9437 +2026-01-07 22:15:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11028.70 total_reward_ma:10718.04 loss:0.08989 fps:1506 +frame:8.25e+06 wall_t:5479 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 22:15:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11222.60 total_reward_ma:10733.84 loss:0.05453 fps:1506 +frame:8.26e+06 wall_t:5485 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 22:15:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11189.50 total_reward_ma:10749.09 loss:0.1235 fps:1506 +frame:8.27e+06 wall_t:5490 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:15:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11273.10 total_reward_ma:10765.35 loss:0.08106 fps:1507 +frame:8.28e+06 wall_t:5496 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.385 +2026-01-07 22:15:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11242.80 total_reward_ma:10780.14 loss:0.1299 fps:1507 +frame:8.29e+06 wall_t:5502 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 22:15:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11127.50 total_reward_ma:10793.68 loss:0.09124 fps:1507 +frame:8.30e+06 wall_t:5508 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.9273 +2026-01-07 22:15:54 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11047.30 total_reward_ma:10806.42 loss:0.1592 fps:1507 +frame:8.31e+06 wall_t:5514 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.379 +2026-01-07 22:15:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11110.90 total_reward_ma:10817.61 loss:0.1034 fps:1507 +frame:8.32e+06 wall_t:5520 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 22:16:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11271.00 total_reward_ma:10829.33 loss:0.08221 fps:1507 +frame:8.33e+06 wall_t:5526 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.962 +2026-01-07 22:16:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11304.70 total_reward_ma:10841.10 loss:0.2094 fps:1508 +frame:8.34e+06 wall_t:5531 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:16:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11331.50 total_reward_ma:10852.68 loss:0.0259 fps:1508 +frame:8.35e+06 wall_t:5537 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:16:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11371.60 total_reward_ma:10863.33 loss:0.1213 fps:1508 +frame:8.36e+06 wall_t:5544 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 22:16:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11343.80 total_reward_ma:10873.70 loss:0.02882 fps:1508 +frame:8.37e+06 wall_t:5549 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.9875 +2026-01-07 22:16:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11375.80 total_reward_ma:10884.51 loss:0.03352 fps:1509 +frame:8.38e+06 wall_t:5555 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:16:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11534.60 total_reward_ma:10896.93 loss:0.0734 fps:1509 +frame:8.39e+06 wall_t:5561 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 22:16:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11537.50 total_reward_ma:10909.54 loss:0.1537 fps:1509 +frame:8.40e+06 wall_t:5567 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 22:16:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11401.10 total_reward_ma:10919.17 loss:0.1846 fps:1509 +frame:8.41e+06 wall_t:5573 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:16:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11415.40 total_reward_ma:10928.97 loss:0.1843 fps:1509 +frame:8.42e+06 wall_t:5579 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.9336 +2026-01-07 22:17:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11307.20 total_reward_ma:10937.11 loss:0.08651 fps:1509 +frame:8.43e+06 wall_t:5585 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 22:17:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11297.50 total_reward_ma:10945.35 loss:0.06954 fps:1510 +frame:8.44e+06 wall_t:5591 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 22:17:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11309.00 total_reward_ma:10954.05 loss:0.1295 fps:1510 +frame:8.45e+06 wall_t:5596 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:17:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11217.50 total_reward_ma:10962.77 loss:0.003328 fps:1510 +frame:8.46e+06 wall_t:5602 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.9569 +2026-01-07 22:17:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11193.70 total_reward_ma:10971.94 loss:0.08671 fps:1510 +frame:8.47e+06 wall_t:5608 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.006 +2026-01-07 22:17:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11278.70 total_reward_ma:10981.61 loss:0.1748 fps:1511 +frame:8.48e+06 wall_t:5614 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 22:17:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11288.00 total_reward_ma:10991.54 loss:0.06924 fps:1510 +frame:8.49e+06 wall_t:5621 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:17:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11303.50 total_reward_ma:11002.02 loss:0.07472 fps:1511 +frame:8.50e+06 wall_t:5627 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:17:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11430.50 total_reward_ma:11012.91 loss:0.1051 fps:1511 +frame:8.51e+06 wall_t:5633 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:17:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11412.80 total_reward_ma:11022.62 loss:0.09816 fps:1511 +frame:8.52e+06 wall_t:5638 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 22:18:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11334.30 total_reward_ma:11031.54 loss:0.04472 fps:1511 +frame:8.53e+06 wall_t:5644 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:18:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11300.80 total_reward_ma:11038.78 loss:0.05656 fps:1512 +frame:8.54e+06 wall_t:5650 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.9324 +2026-01-07 22:18:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11195.30 total_reward_ma:11044.28 loss:0.1799 fps:1512 +frame:8.55e+06 wall_t:5656 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.232 +2026-01-07 22:18:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11148.70 total_reward_ma:11051.12 loss:0.06624 fps:1512 +frame:8.56e+06 wall_t:5662 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 22:18:28 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11038.40 total_reward_ma:11056.93 loss:0.0842 fps:1512 +frame:8.57e+06 wall_t:5668 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:18:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11130.70 total_reward_ma:11064.24 loss:0.07059 fps:1512 +frame:8.58e+06 wall_t:5674 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.8843 +2026-01-07 22:18:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11040.50 total_reward_ma:11068.65 loss:0.02031 fps:1512 +frame:8.59e+06 wall_t:5680 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 22:18:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11101.20 total_reward_ma:11073.62 loss:0.1536 fps:1512 +frame:8.60e+06 wall_t:5686 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:18:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11232.30 total_reward_ma:11079.18 loss:0.003447 fps:1513 +frame:8.61e+06 wall_t:5692 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.005 +2026-01-07 22:18:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11143.80 total_reward_ma:11083.24 loss:0.2278 fps:1513 +frame:8.62e+06 wall_t:5698 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.306 +2026-01-07 22:19:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11136.00 total_reward_ma:11087.54 loss:0.09405 fps:1513 +frame:8.63e+06 wall_t:5704 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:19:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11056.80 total_reward_ma:11089.49 loss:0.0745 fps:1513 +frame:8.64e+06 wall_t:5711 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.9796 +2026-01-07 22:19:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11090.60 total_reward_ma:11091.75 loss:0.03178 fps:1513 +frame:8.65e+06 wall_t:5717 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:19:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11160.00 total_reward_ma:11094.78 loss:0.08166 fps:1513 +frame:8.66e+06 wall_t:5723 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:19:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11142.10 total_reward_ma:11097.97 loss:0.06084 fps:1513 +frame:8.67e+06 wall_t:5730 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 22:19:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11120.80 total_reward_ma:11100.62 loss:0.08403 fps:1513 +frame:8.68e+06 wall_t:5736 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 22:19:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11135.90 total_reward_ma:11104.24 loss:0.0382 fps:1513 +frame:8.69e+06 wall_t:5742 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:19:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11313.80 total_reward_ma:11109.22 loss:0.03405 fps:1514 +frame:8.70e+06 wall_t:5748 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.9351 +2026-01-07 22:19:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11430.10 total_reward_ma:11115.75 loss:0.138 fps:1514 +frame:8.71e+06 wall_t:5753 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 22:19:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11467.00 total_reward_ma:11121.82 loss:0.07304 fps:1514 +frame:8.72e+06 wall_t:5759 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 22:20:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11437.10 total_reward_ma:11128.50 loss:0.05707 fps:1514 +frame:8.73e+06 wall_t:5765 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.9431 +2026-01-07 22:20:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11441.30 total_reward_ma:11135.04 loss:0.06524 fps:1514 +frame:8.74e+06 wall_t:5771 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 22:20:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11659.60 total_reward_ma:11143.91 loss:0.08281 fps:1514 +frame:8.75e+06 wall_t:5778 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.233 +2026-01-07 22:20:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11781.00 total_reward_ma:11154.95 loss:0.1294 fps:1515 +frame:8.76e+06 wall_t:5783 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.8831 +2026-01-07 22:20:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11645.30 total_reward_ma:11164.59 loss:0.1101 fps:1515 +frame:8.77e+06 wall_t:5789 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.381 +2026-01-07 22:20:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11765.00 total_reward_ma:11175.33 loss:0.0465 fps:1515 +frame:8.78e+06 wall_t:5795 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.24 +2026-01-07 22:20:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11892.60 total_reward_ma:11187.37 loss:0.06755 fps:1515 +frame:8.79e+06 wall_t:5801 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.9053 +2026-01-07 22:20:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11942.90 total_reward_ma:11199.27 loss:0.1013 fps:1515 +frame:8.80e+06 wall_t:5807 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 22:20:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11978.20 total_reward_ma:11211.41 loss:0.01682 fps:1516 +frame:8.81e+06 wall_t:5813 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.9939 +2026-01-07 22:20:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11870.00 total_reward_ma:11221.26 loss:0.05701 fps:1516 +frame:8.82e+06 wall_t:5819 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 22:21:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11930.00 total_reward_ma:11231.56 loss:0.09986 fps:1516 +frame:8.83e+06 wall_t:5825 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:21:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12132.90 total_reward_ma:11244.55 loss:0.1184 fps:1516 +frame:8.84e+06 wall_t:5831 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:21:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12190.00 total_reward_ma:11257.02 loss:0.01172 fps:1516 +frame:8.85e+06 wall_t:5837 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.9817 +2026-01-07 22:21:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12234.10 total_reward_ma:11269.45 loss:0.1124 fps:1516 +frame:8.86e+06 wall_t:5843 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 22:21:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12114.60 total_reward_ma:11279.80 loss:0.1135 fps:1516 +frame:8.87e+06 wall_t:5849 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 22:21:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12201.60 total_reward_ma:11292.57 loss:0.07873 fps:1517 +frame:8.88e+06 wall_t:5855 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 22:21:41 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12196.70 total_reward_ma:11305.54 loss:0.09266 fps:1517 +frame:8.89e+06 wall_t:5861 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:21:47 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12028.50 total_reward_ma:11316.65 loss:0.09236 fps:1517 +frame:8.90e+06 wall_t:5867 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:21:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11949.30 total_reward_ma:11327.42 loss:0.05437 fps:1517 +frame:8.91e+06 wall_t:5873 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:21:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11923.80 total_reward_ma:11338.18 loss:0.08505 fps:1517 +frame:8.92e+06 wall_t:5879 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 22:22:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12122.30 total_reward_ma:11350.88 loss:0.1057 fps:1517 +frame:8.93e+06 wall_t:5885 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:22:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11976.30 total_reward_ma:11362.56 loss:0.1857 fps:1518 +frame:8.94e+06 wall_t:5891 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 22:22:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11770.10 total_reward_ma:11371.49 loss:0.006585 fps:1518 +frame:8.95e+06 wall_t:5897 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 22:22:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11767.50 total_reward_ma:11381.50 loss:0.07213 fps:1518 +frame:8.96e+06 wall_t:5903 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:22:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11890.60 total_reward_ma:11392.40 loss:0.07008 fps:1518 +frame:8.97e+06 wall_t:5909 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.334 +2026-01-07 22:22:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11853.20 total_reward_ma:11401.97 loss:0.1854 fps:1518 +frame:8.98e+06 wall_t:5917 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:22:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11640.20 total_reward_ma:11410.27 loss:0.07981 fps:1518 +frame:8.99e+06 wall_t:5923 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:22:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11624.40 total_reward_ma:11418.06 loss:0.1564 fps:1518 +frame:9.00e+06 wall_t:5929 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.274 +2026-01-07 22:22:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11637.00 total_reward_ma:11424.91 loss:0.1072 fps:1518 +frame:9.01e+06 wall_t:5935 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:23:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11550.00 total_reward_ma:11431.33 loss:0.1299 fps:1518 +frame:9.02e+06 wall_t:5941 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.976 +2026-01-07 22:23:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11514.90 total_reward_ma:11436.07 loss:0.05552 fps:1518 +frame:9.03e+06 wall_t:5948 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:23:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11566.10 total_reward_ma:11439.58 loss:0.08625 fps:1519 +frame:9.04e+06 wall_t:5953 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:23:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11670.20 total_reward_ma:11441.99 loss:0.135 fps:1519 +frame:9.05e+06 wall_t:5959 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:23:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11611.70 total_reward_ma:11443.39 loss:0.03693 fps:1519 +frame:9.06e+06 wall_t:5965 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:23:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11459.80 total_reward_ma:11443.38 loss:0.1366 fps:1519 +frame:9.07e+06 wall_t:5972 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:23:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11377.20 total_reward_ma:11442.82 loss:0.1123 fps:1519 +frame:9.08e+06 wall_t:5978 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.8873 +2026-01-07 22:23:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11303.10 total_reward_ma:11442.89 loss:0.06268 fps:1519 +frame:9.09e+06 wall_t:5984 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.285 +2026-01-07 22:23:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11637.10 total_reward_ma:11447.25 loss:0.05978 fps:1519 +frame:9.10e+06 wall_t:5989 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:23:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11495.00 total_reward_ma:11449.74 loss:0.1957 fps:1520 +frame:9.11e+06 wall_t:5995 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:24:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11468.20 total_reward_ma:11452.82 loss:0.043 fps:1520 +frame:9.12e+06 wall_t:6001 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:24:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11382.20 total_reward_ma:11454.61 loss:0.08322 fps:1520 +frame:9.13e+06 wall_t:6007 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 22:24:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11495.90 total_reward_ma:11456.73 loss:0.0403 fps:1520 +frame:9.14e+06 wall_t:6013 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.9352 +2026-01-07 22:24:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11370.10 total_reward_ma:11457.23 loss:0.04865 fps:1520 +frame:9.15e+06 wall_t:6019 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.9926 +2026-01-07 22:24:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11319.20 total_reward_ma:11456.83 loss:0.09621 fps:1520 +frame:9.16e+06 wall_t:6025 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:24:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11316.30 total_reward_ma:11455.44 loss:0.05774 fps:1520 +frame:9.17e+06 wall_t:6031 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:24:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11223.10 total_reward_ma:11454.92 loss:0.07764 fps:1521 +frame:9.18e+06 wall_t:6037 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:24:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11411.80 total_reward_ma:11458.14 loss:0.05379 fps:1521 +frame:9.19e+06 wall_t:6044 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.9114 +2026-01-07 22:24:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11536.70 total_reward_ma:11463.24 loss:0.09213 fps:1521 +frame:9.20e+06 wall_t:6050 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 22:24:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11616.90 total_reward_ma:11469.27 loss:0.08983 fps:1521 +frame:9.21e+06 wall_t:6056 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:25:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11747.20 total_reward_ma:11476.64 loss:0.02134 fps:1521 +frame:9.22e+06 wall_t:6061 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.968 +2026-01-07 22:25:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11801.20 total_reward_ma:11484.31 loss:0.1121 fps:1521 +frame:9.23e+06 wall_t:6067 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 22:25:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11838.80 total_reward_ma:11491.96 loss:0.1805 fps:1521 +frame:9.24e+06 wall_t:6073 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 22:25:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11757.70 total_reward_ma:11499.25 loss:0.02698 fps:1522 +frame:9.25e+06 wall_t:6079 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:25:24 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11836.40 total_reward_ma:11505.39 loss:0.09243 fps:1522 +frame:9.26e+06 wall_t:6085 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 22:25:30 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11819.50 total_reward_ma:11511.68 loss:0.1119 fps:1522 +frame:9.27e+06 wall_t:6090 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.238 +2026-01-07 22:25:36 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11949.20 total_reward_ma:11518.45 loss:0.1574 fps:1522 +frame:9.28e+06 wall_t:6096 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 22:25:42 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12077.20 total_reward_ma:11526.79 loss:0.1589 fps:1522 +frame:9.29e+06 wall_t:6102 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.38 +2026-01-07 22:25:48 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12132.30 total_reward_ma:11536.84 loss:0.08368 fps:1523 +frame:9.30e+06 wall_t:6108 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.8309 +2026-01-07 22:25:53 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12214.10 total_reward_ma:11548.51 loss:0.09482 fps:1523 +frame:9.31e+06 wall_t:6113 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.19 +2026-01-07 22:25:59 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12332.40 total_reward_ma:11560.72 loss:0.1028 fps:1523 +frame:9.32e+06 wall_t:6119 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 22:26:05 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12504.30 total_reward_ma:11573.05 loss:0.1565 fps:1523 +frame:9.33e+06 wall_t:6125 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:26:11 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12405.70 total_reward_ma:11584.07 loss:0.08049 fps:1523 +frame:9.34e+06 wall_t:6131 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.269 +2026-01-07 22:26:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12335.40 total_reward_ma:11594.10 loss:0.08479 fps:1524 +frame:9.35e+06 wall_t:6137 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 22:26:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12360.90 total_reward_ma:11604.00 loss:0.1054 fps:1524 +frame:9.36e+06 wall_t:6143 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:26:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12472.60 total_reward_ma:11615.28 loss:0.01131 fps:1524 +frame:9.37e+06 wall_t:6149 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 22:26:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12443.00 total_reward_ma:11625.96 loss:0.05381 fps:1524 +frame:9.38e+06 wall_t:6155 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:26:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12523.10 total_reward_ma:11635.84 loss:0.2397 fps:1524 +frame:9.39e+06 wall_t:6160 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:26:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12564.10 total_reward_ma:11646.11 loss:0.06251 fps:1524 +frame:9.40e+06 wall_t:6166 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:26:52 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12576.60 total_reward_ma:11657.86 loss:0.07339 fps:1525 +frame:9.41e+06 wall_t:6172 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:26:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12580.70 total_reward_ma:11669.52 loss:0.2205 fps:1525 +frame:9.42e+06 wall_t:6179 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 22:27:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12522.90 total_reward_ma:11681.67 loss:0.08845 fps:1525 +frame:9.43e+06 wall_t:6185 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 22:27:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12475.70 total_reward_ma:11693.46 loss:0.01142 fps:1525 +frame:9.44e+06 wall_t:6190 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 22:27:17 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12442.60 total_reward_ma:11704.79 loss:0.1644 fps:1525 +frame:9.45e+06 wall_t:6197 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.8953 +2026-01-07 22:27:23 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12421.20 total_reward_ma:11716.83 loss:0.09303 fps:1525 +frame:9.46e+06 wall_t:6203 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:27:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12233.90 total_reward_ma:11727.23 loss:0.08963 fps:1525 +frame:9.47e+06 wall_t:6209 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9751 +2026-01-07 22:27:34 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12246.70 total_reward_ma:11736.91 loss:0.0524 fps:1526 +frame:9.48e+06 wall_t:6214 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:27:40 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12142.10 total_reward_ma:11745.45 loss:0.09798 fps:1526 +frame:9.49e+06 wall_t:6220 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 22:27:46 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12227.80 total_reward_ma:11754.69 loss:0.09469 fps:1526 +frame:9.50e+06 wall_t:6226 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 22:27:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12101.00 total_reward_ma:11761.40 loss:0.09717 fps:1526 +frame:9.51e+06 wall_t:6231 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 22:27:58 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11952.30 total_reward_ma:11766.79 loss:0.1027 fps:1526 +frame:9.52e+06 wall_t:6238 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 22:28:04 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11878.70 total_reward_ma:11772.24 loss:0.1797 fps:1526 +frame:9.53e+06 wall_t:6244 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:28:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11716.30 total_reward_ma:11776.39 loss:0.1132 fps:1526 +frame:9.54e+06 wall_t:6250 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 22:28:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11701.70 total_reward_ma:11781.46 loss:0.1522 fps:1527 +frame:9.55e+06 wall_t:6256 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.9322 +2026-01-07 22:28:21 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11701.70 total_reward_ma:11786.99 loss:0.07596 fps:1527 +frame:9.56e+06 wall_t:6261 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 22:28:27 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11596.10 total_reward_ma:11792.56 loss:0.07591 fps:1527 +frame:9.57e+06 wall_t:6267 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:28:33 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11709.10 total_reward_ma:11798.35 loss:0.05197 fps:1527 +frame:9.58e+06 wall_t:6273 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.9477 +2026-01-07 22:28:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11682.50 total_reward_ma:11804.77 loss:0.0485 fps:1527 +frame:9.59e+06 wall_t:6280 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.13 +2026-01-07 22:28:45 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11735.60 total_reward_ma:11811.11 loss:0.08645 fps:1527 +frame:9.60e+06 wall_t:6286 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 22:28:51 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11786.30 total_reward_ma:11816.65 loss:0.1143 fps:1527 +frame:9.61e+06 wall_t:6292 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.9693 +2026-01-07 22:28:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11809.70 total_reward_ma:11823.31 loss:0.03261 fps:1528 +frame:9.62e+06 wall_t:6297 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.236 +2026-01-07 22:29:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11879.90 total_reward_ma:11830.75 loss:0.124 fps:1528 +frame:9.63e+06 wall_t:6303 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.137 +2026-01-07 22:29:09 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11946.50 total_reward_ma:11839.65 loss:0.04664 fps:1528 +frame:9.64e+06 wall_t:6309 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.9993 +2026-01-07 22:29:15 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11878.50 total_reward_ma:11847.53 loss:0.06306 fps:1528 +frame:9.65e+06 wall_t:6315 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.011 +2026-01-07 22:29:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11919.80 total_reward_ma:11855.12 loss:0.06983 fps:1528 +frame:9.66e+06 wall_t:6321 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.8673 +2026-01-07 22:29:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11947.60 total_reward_ma:11863.18 loss:0.01865 fps:1529 +frame:9.67e+06 wall_t:6326 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.035 +2026-01-07 22:29:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:11935.40 total_reward_ma:11871.32 loss:0.04654 fps:1529 +frame:9.68e+06 wall_t:6332 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.973 +2026-01-07 22:29:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12098.70 total_reward_ma:11880.95 loss:0.05665 fps:1529 +frame:9.69e+06 wall_t:6338 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.8982 +2026-01-07 22:29:44 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12259.00 total_reward_ma:11890.41 loss:0.1094 fps:1529 +frame:9.70e+06 wall_t:6344 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.178 +2026-01-07 22:29:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12260.30 total_reward_ma:11898.71 loss:0.04866 fps:1529 +frame:9.71e+06 wall_t:6350 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.095 +2026-01-07 22:29:56 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12435.10 total_reward_ma:11908.39 loss:0.1061 fps:1529 +frame:9.72e+06 wall_t:6356 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.061 +2026-01-07 22:30:02 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12358.40 total_reward_ma:11917.60 loss:0.1158 fps:1529 +frame:9.73e+06 wall_t:6362 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.083 +2026-01-07 22:30:08 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12340.60 total_reward_ma:11926.59 loss:0.08389 fps:1530 +frame:9.74e+06 wall_t:6368 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.9678 +2026-01-07 22:30:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12245.90 total_reward_ma:11932.46 loss:0.08979 fps:1530 +frame:9.75e+06 wall_t:6374 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.041 +2026-01-07 22:30:20 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12286.20 total_reward_ma:11937.51 loss:0.05043 fps:1530 +frame:9.76e+06 wall_t:6380 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.065 +2026-01-07 22:30:25 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12336.30 total_reward_ma:11944.42 loss:0.1014 fps:1530 +frame:9.77e+06 wall_t:6386 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.156 +2026-01-07 22:30:31 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12417.30 total_reward_ma:11950.94 loss:0.01646 fps:1530 +frame:9.78e+06 wall_t:6391 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.848 +2026-01-07 22:30:37 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12360.20 total_reward_ma:11955.62 loss:0.06984 fps:1530 +frame:9.79e+06 wall_t:6397 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.245 +2026-01-07 22:30:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12398.10 total_reward_ma:11960.17 loss:0.06495 fps:1531 +frame:9.80e+06 wall_t:6403 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.135 +2026-01-07 22:30:49 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12479.90 total_reward_ma:11965.18 loss:0.05609 fps:1531 +frame:9.81e+06 wall_t:6409 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.162 +2026-01-07 22:30:55 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12481.60 total_reward_ma:11971.30 loss:0.09632 fps:1531 +frame:9.82e+06 wall_t:6415 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.9828 +2026-01-07 22:31:01 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12543.50 total_reward_ma:11977.44 loss:0.122 fps:1531 +frame:9.83e+06 wall_t:6421 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.113 +2026-01-07 22:31:07 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12541.00 total_reward_ma:11981.52 loss:0.07632 fps:1531 +frame:9.84e+06 wall_t:6427 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.068 +2026-01-07 22:31:13 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12555.90 total_reward_ma:11985.18 loss:0.145 fps:1531 +frame:9.85e+06 wall_t:6433 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.229 +2026-01-07 22:31:19 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12298.40 total_reward_ma:11985.82 loss:0.1692 fps:1531 +frame:9.86e+06 wall_t:6440 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.158 +2026-01-07 22:31:26 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12252.60 total_reward_ma:11987.20 loss:0.1059 fps:1531 +frame:9.87e+06 wall_t:6446 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.175 +2026-01-07 22:31:32 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12259.30 total_reward_ma:11987.78 loss:0.1365 fps:1531 +frame:9.88e+06 wall_t:6452 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.159 +2026-01-07 22:31:38 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12291.50 total_reward_ma:11988.72 loss:0.1194 fps:1531 +frame:9.89e+06 wall_t:6458 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.013 +2026-01-07 22:31:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12218.50 total_reward_ma:11990.62 loss:0.1209 fps:1532 +frame:9.90e+06 wall_t:6463 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.029 +2026-01-07 22:31:50 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12244.70 total_reward_ma:11993.58 loss:0.1208 fps:1532 +frame:9.91e+06 wall_t:6470 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.205 +2026-01-07 22:31:57 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12161.00 total_reward_ma:11995.95 loss:0.09443 fps:1532 +frame:9.92e+06 wall_t:6477 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.092 +2026-01-07 22:32:03 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12220.60 total_reward_ma:11996.93 loss:0.05104 fps:1532 +frame:9.93e+06 wall_t:6483 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.233 +2026-01-07 22:32:10 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12182.90 total_reward_ma:11999.00 loss:0.09499 fps:1532 +frame:9.94e+06 wall_t:6490 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.021 +2026-01-07 22:32:16 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12174.90 total_reward_ma:12003.05 loss:0.1172 fps:1532 +frame:9.95e+06 wall_t:6496 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.093 +2026-01-07 22:32:22 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12100.50 total_reward_ma:12006.38 loss:0.05559 fps:1532 +frame:9.96e+06 wall_t:6502 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.293 +2026-01-07 22:32:29 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12107.90 total_reward_ma:12008.55 loss:0.0742 fps:1532 +frame:9.97e+06 wall_t:6509 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.193 +2026-01-07 22:32:35 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12153.30 total_reward_ma:12011.55 loss:0.14 fps:1532 +frame:9.98e+06 wall_t:6515 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.024 +2026-01-07 22:32:39 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12110.30 total_reward_ma:12016.25 loss:0.239 fps:1532 +frame:9.99e+06 wall_t:6519 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.269 +2026-01-07 22:32:43 | INFO | PID:1591 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_riverraid_t0_s1 [train] +total_reward:12150.20 total_reward_ma:12021.51 loss:0.09519 fps:1533 +frame:1.00e+07 wall_t:6523 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.217 +2026-01-07 22:32:43 | INFO | PID:1591 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s2.log b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..c4dd8a8152fed4c4f27ac8a4152ef163ccb07855 --- /dev/null +++ b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 20:43:58 | INFO | PID:1592 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:44:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:927.14 total_reward_ma:927.14 loss:-0.01124 fps:909.1 +frame:1.00e+04 wall_t:11 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.78 +2026-01-07 20:44:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1180.83 total_reward_ma:1053.99 loss:-0.02058 fps:1053 +frame:2.00e+04 wall_t:19 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.771 +2026-01-07 20:44:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1218.81 total_reward_ma:1108.93 loss:-0.01696 fps:1111 +frame:3.00e+04 wall_t:27 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.754 +2026-01-07 20:44:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1233.68 total_reward_ma:1140.12 loss:-0.01501 fps:1111 +frame:4.00e+04 wall_t:36 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.736 +2026-01-07 20:44:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1330.00 total_reward_ma:1178.09 loss:-0.01452 fps:1136 +frame:5.00e+04 wall_t:44 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.746 +2026-01-07 20:44:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1379.20 total_reward_ma:1211.61 loss:-0.01188 fps:1154 +frame:6.00e+04 wall_t:52 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.71 +2026-01-07 20:45:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1478.00 total_reward_ma:1249.67 loss:-0.01959 fps:1167 +frame:7.00e+04 wall_t:60 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.657 +2026-01-07 20:45:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1599.50 total_reward_ma:1293.40 loss:-0.007379 fps:1176 +frame:8.00e+04 wall_t:68 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.605 +2026-01-07 20:45:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1732.20 total_reward_ma:1342.15 loss:-0.0135 fps:1184 +frame:9.00e+04 wall_t:76 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.54 +2026-01-07 20:45:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1827.40 total_reward_ma:1390.68 loss:-0.01257 fps:1190 +frame:1.00e+05 wall_t:84 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.506 +2026-01-07 20:45:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:1927.80 total_reward_ma:1439.51 loss:-0.002637 fps:1196 +frame:1.10e+05 wall_t:92 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.494 +2026-01-07 20:45:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2018.90 total_reward_ma:1487.79 loss:-0.01037 fps:1212 +frame:1.20e+05 wall_t:99 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.531 +2026-01-07 20:45:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2079.10 total_reward_ma:1533.27 loss:-0.01794 fps:1215 +frame:1.30e+05 wall_t:107 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.543 +2026-01-07 20:45:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2127.40 total_reward_ma:1575.71 loss:-0.008988 fps:1217 +frame:1.40e+05 wall_t:115 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.446 +2026-01-07 20:46:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2117.60 total_reward_ma:1611.84 loss:-0.009275 fps:1220 +frame:1.50e+05 wall_t:123 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.419 +2026-01-07 20:46:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2144.50 total_reward_ma:1645.13 loss:-0.01304 fps:1221 +frame:1.60e+05 wall_t:131 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.439 +2026-01-07 20:46:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2167.10 total_reward_ma:1675.83 loss:-0.006446 fps:1223 +frame:1.70e+05 wall_t:139 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.366 +2026-01-07 20:46:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2204.10 total_reward_ma:1705.18 loss:-0.01341 fps:1224 +frame:1.80e+05 wall_t:147 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.354 +2026-01-07 20:46:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2244.00 total_reward_ma:1733.54 loss:-0.009178 fps:1218 +frame:1.90e+05 wall_t:156 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.269 +2026-01-07 20:46:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2289.70 total_reward_ma:1761.35 loss:-0.01341 fps:1212 +frame:2.00e+05 wall_t:165 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.414 +2026-01-07 20:46:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2290.50 total_reward_ma:1786.55 loss:-0.0004654 fps:1214 +frame:2.10e+05 wall_t:173 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.275 +2026-01-07 20:47:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2291.00 total_reward_ma:1809.48 loss:-0.007599 fps:1215 +frame:2.20e+05 wall_t:181 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.245 +2026-01-07 20:47:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2359.00 total_reward_ma:1833.37 loss:0.001808 fps:1217 +frame:2.30e+05 wall_t:189 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.209 +2026-01-07 20:47:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2375.50 total_reward_ma:1855.96 loss:0.01272 fps:1218 +frame:2.40e+05 wall_t:197 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.145 +2026-01-07 20:47:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2413.70 total_reward_ma:1878.27 loss:0.01614 fps:1220 +frame:2.50e+05 wall_t:205 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.002 +2026-01-07 20:47:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2401.10 total_reward_ma:1898.38 loss:0.01783 fps:1221 +frame:2.60e+05 wall_t:213 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.188 +2026-01-07 20:47:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2356.50 total_reward_ma:1915.34 loss:0.001461 fps:1222 +frame:2.70e+05 wall_t:221 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.212 +2026-01-07 20:47:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2357.40 total_reward_ma:1931.13 loss:-0.01421 fps:1223 +frame:2.80e+05 wall_t:229 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.146 +2026-01-07 20:47:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2380.70 total_reward_ma:1946.63 loss:-0.01353 fps:1218 +frame:2.90e+05 wall_t:238 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.149 +2026-01-07 20:48:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2344.70 total_reward_ma:1959.90 loss:-0.003001 fps:1220 +frame:3.00e+05 wall_t:246 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.06 +2026-01-07 20:48:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2339.40 total_reward_ma:1972.14 loss:-0.008383 fps:1220 +frame:3.10e+05 wall_t:254 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.193 +2026-01-07 20:48:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2311.30 total_reward_ma:1982.74 loss:0.009102 fps:1221 +frame:3.20e+05 wall_t:262 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.904 +2026-01-07 20:48:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2285.70 total_reward_ma:1991.92 loss:0.01471 fps:1222 +frame:3.30e+05 wall_t:270 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.795 +2026-01-07 20:48:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2308.00 total_reward_ma:2001.22 loss:0.007181 fps:1223 +frame:3.40e+05 wall_t:278 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.993 +2026-01-07 20:48:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2299.20 total_reward_ma:2009.73 loss:0.01085 fps:1232 +frame:3.50e+05 wall_t:284 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.864 +2026-01-07 20:48:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2310.10 total_reward_ma:2018.08 loss:0.01202 fps:1229 +frame:3.60e+05 wall_t:293 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.949 +2026-01-07 20:49:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2342.00 total_reward_ma:2026.83 loss:0.01911 fps:1229 +frame:3.70e+05 wall_t:301 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.861 +2026-01-07 20:49:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2321.20 total_reward_ma:2034.58 loss:0.01798 fps:1230 +frame:3.80e+05 wall_t:309 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.056 +2026-01-07 20:49:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2346.60 total_reward_ma:2042.58 loss:0.01907 fps:1230 +frame:3.90e+05 wall_t:317 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.851 +2026-01-07 20:49:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2349.20 total_reward_ma:2050.24 loss:0.03317 fps:1227 +frame:4.00e+05 wall_t:326 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.922 +2026-01-07 20:49:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2330.30 total_reward_ma:2057.07 loss:0.03403 fps:1231 +frame:4.10e+05 wall_t:333 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.864 +2026-01-07 20:49:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2326.40 total_reward_ma:2063.49 loss:0.01652 fps:1228 +frame:4.20e+05 wall_t:342 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.891 +2026-01-07 20:49:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2301.40 total_reward_ma:2069.02 loss:0.02174 fps:1232 +frame:4.30e+05 wall_t:349 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.99 +2026-01-07 20:49:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2321.90 total_reward_ma:2074.77 loss:0.01925 fps:1229 +frame:4.40e+05 wall_t:358 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.808 +2026-01-07 20:50:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2329.90 total_reward_ma:2080.44 loss:0.02262 fps:1230 +frame:4.50e+05 wall_t:366 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.7 +2026-01-07 20:50:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2321.60 total_reward_ma:2085.68 loss:0.01801 fps:1230 +frame:4.60e+05 wall_t:374 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.747 +2026-01-07 20:50:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2341.10 total_reward_ma:2091.11 loss:0.02884 fps:1230 +frame:4.70e+05 wall_t:382 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.707 +2026-01-07 20:50:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2331.60 total_reward_ma:2096.12 loss:0.02649 fps:1228 +frame:4.80e+05 wall_t:391 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.718 +2026-01-07 20:50:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2360.10 total_reward_ma:2101.51 loss:0.03341 fps:1228 +frame:4.90e+05 wall_t:399 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.664 +2026-01-07 20:50:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2374.40 total_reward_ma:2106.97 loss:0.03952 fps:1225 +frame:5.00e+05 wall_t:408 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.826 +2026-01-07 20:50:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2362.90 total_reward_ma:2111.99 loss:0.02929 fps:1229 +frame:5.10e+05 wall_t:415 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.841 +2026-01-07 20:51:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2420.50 total_reward_ma:2117.92 loss:0.01148 fps:1229 +frame:5.20e+05 wall_t:423 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.723 +2026-01-07 20:51:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2443.90 total_reward_ma:2124.07 loss:-0.01379 fps:1230 +frame:5.30e+05 wall_t:431 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.842 +2026-01-07 20:51:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2448.10 total_reward_ma:2130.07 loss:-0.01047 fps:1230 +frame:5.40e+05 wall_t:439 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.642 +2026-01-07 20:51:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2472.00 total_reward_ma:2136.29 loss:0.02066 fps:1230 +frame:5.50e+05 wall_t:447 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.732 +2026-01-07 20:51:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2493.20 total_reward_ma:2142.66 loss:0.03316 fps:1231 +frame:5.60e+05 wall_t:455 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.59 +2026-01-07 20:51:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2511.00 total_reward_ma:2149.12 loss:0.02107 fps:1228 +frame:5.70e+05 wall_t:464 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.47 +2026-01-07 20:51:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2531.10 total_reward_ma:2155.71 loss:0.007318 fps:1229 +frame:5.80e+05 wall_t:472 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.686 +2026-01-07 20:52:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2500.00 total_reward_ma:2161.55 loss:0.02275 fps:1229 +frame:5.90e+05 wall_t:480 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.66 +2026-01-07 20:52:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2449.50 total_reward_ma:2166.34 loss:0.01147 fps:1232 +frame:6.00e+05 wall_t:487 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.745 +2026-01-07 20:52:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2457.70 total_reward_ma:2171.12 loss:0.02087 fps:1232 +frame:6.10e+05 wall_t:495 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.883 +2026-01-07 20:52:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2482.60 total_reward_ma:2176.14 loss:0.01585 fps:1233 +frame:6.20e+05 wall_t:503 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.924 +2026-01-07 20:52:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2507.80 total_reward_ma:2181.41 loss:-0.005595 fps:1233 +frame:6.30e+05 wall_t:511 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.95 +2026-01-07 20:52:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2512.90 total_reward_ma:2186.59 loss:-0.01319 fps:1231 +frame:6.40e+05 wall_t:520 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.918 +2026-01-07 20:52:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2503.60 total_reward_ma:2191.47 loss:-0.003596 fps:1231 +frame:6.50e+05 wall_t:528 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.759 +2026-01-07 20:52:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2497.50 total_reward_ma:2196.10 loss:0.01148 fps:1231 +frame:6.60e+05 wall_t:536 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.696 +2026-01-07 20:53:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2515.20 total_reward_ma:2200.87 loss:0.0103 fps:1232 +frame:6.70e+05 wall_t:544 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.678 +2026-01-07 20:53:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2493.00 total_reward_ma:2205.16 loss:0.008898 fps:1232 +frame:6.80e+05 wall_t:552 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.724 +2026-01-07 20:53:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2477.40 total_reward_ma:2209.11 loss:-0.008844 fps:1234 +frame:6.90e+05 wall_t:559 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.805 +2026-01-07 20:53:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2476.50 total_reward_ma:2212.93 loss:-0.009852 fps:1235 +frame:7.00e+05 wall_t:567 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.835 +2026-01-07 20:53:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2448.40 total_reward_ma:2216.24 loss:-0.01101 fps:1235 +frame:7.10e+05 wall_t:575 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.931 +2026-01-07 20:53:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2429.60 total_reward_ma:2219.21 loss:0.01755 fps:1235 +frame:7.20e+05 wall_t:583 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.792 +2026-01-07 20:53:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2415.90 total_reward_ma:2221.90 loss:0.0007962 fps:1235 +frame:7.30e+05 wall_t:591 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.708 +2026-01-07 20:53:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2410.80 total_reward_ma:2224.45 loss:0.02705 fps:1235 +frame:7.40e+05 wall_t:599 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.679 +2026-01-07 20:54:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2413.30 total_reward_ma:2226.97 loss:0.01793 fps:1236 +frame:7.50e+05 wall_t:607 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.795 +2026-01-07 20:54:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2415.20 total_reward_ma:2229.45 loss:0.02721 fps:1234 +frame:7.60e+05 wall_t:616 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.65 +2026-01-07 20:54:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2412.40 total_reward_ma:2231.82 loss:-0.01419 fps:1236 +frame:7.70e+05 wall_t:623 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.956 +2026-01-07 20:54:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2399.00 total_reward_ma:2233.97 loss:0.004218 fps:1236 +frame:7.80e+05 wall_t:631 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.996 +2026-01-07 20:54:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2409.10 total_reward_ma:2236.18 loss:-0.008147 fps:1234 +frame:7.90e+05 wall_t:640 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.029 +2026-01-07 20:54:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2409.70 total_reward_ma:2238.35 loss:0.002741 fps:1235 +frame:8.00e+05 wall_t:648 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.01 +2026-01-07 20:54:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2420.60 total_reward_ma:2240.60 loss:8.158e-05 fps:1235 +frame:8.10e+05 wall_t:656 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.88 +2026-01-07 20:55:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2405.60 total_reward_ma:2242.61 loss:0.007351 fps:1235 +frame:8.20e+05 wall_t:664 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.669 +2026-01-07 20:55:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2398.30 total_reward_ma:2244.49 loss:0.02543 fps:1235 +frame:8.30e+05 wall_t:672 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.762 +2026-01-07 20:55:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2390.10 total_reward_ma:2246.22 loss:0.02927 fps:1233 +frame:8.40e+05 wall_t:681 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.633 +2026-01-07 20:55:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2397.80 total_reward_ma:2248.01 loss:0.001521 fps:1234 +frame:8.50e+05 wall_t:689 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.877 +2026-01-07 20:55:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2406.70 total_reward_ma:2249.85 loss:-0.01495 fps:1236 +frame:8.60e+05 wall_t:696 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.828 +2026-01-07 20:55:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2413.10 total_reward_ma:2251.73 loss:0.0005596 fps:1236 +frame:8.70e+05 wall_t:704 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.803 +2026-01-07 20:55:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2418.60 total_reward_ma:2253.63 loss:0.03093 fps:1234 +frame:8.80e+05 wall_t:713 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.775 +2026-01-07 20:56:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2433.80 total_reward_ma:2255.65 loss:0.008289 fps:1234 +frame:8.90e+05 wall_t:721 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.695 +2026-01-07 20:56:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2437.50 total_reward_ma:2257.67 loss:0.02075 fps:1235 +frame:9.00e+05 wall_t:729 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.808 +2026-01-07 20:56:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2444.90 total_reward_ma:2259.73 loss:0.006487 fps:1235 +frame:9.10e+05 wall_t:737 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.915 +2026-01-07 20:56:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2466.50 total_reward_ma:2261.98 loss:-0.01085 fps:1235 +frame:9.20e+05 wall_t:745 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.848 +2026-01-07 20:56:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2450.10 total_reward_ma:2264.00 loss:0.008193 fps:1235 +frame:9.30e+05 wall_t:753 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.783 +2026-01-07 20:56:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2440.80 total_reward_ma:2265.88 loss:0.01343 fps:1237 +frame:9.40e+05 wall_t:760 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.879 +2026-01-07 20:56:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2425.70 total_reward_ma:2267.56 loss:0.02097 fps:1237 +frame:9.50e+05 wall_t:768 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.95 +2026-01-07 20:56:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2439.00 total_reward_ma:2269.35 loss:-0.01518 fps:1236 +frame:9.60e+05 wall_t:777 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.902 +2026-01-07 20:57:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2456.70 total_reward_ma:2271.28 loss:0.01555 fps:1234 +frame:9.70e+05 wall_t:786 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.963 +2026-01-07 20:57:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2462.90 total_reward_ma:2273.23 loss:0.01302 fps:1234 +frame:9.80e+05 wall_t:794 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.975 +2026-01-07 20:57:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2475.30 total_reward_ma:2275.28 loss:0.02218 fps:1234 +frame:9.90e+05 wall_t:802 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.933 +2026-01-07 20:57:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2501.60 total_reward_ma:2277.54 loss:0.02632 fps:1235 +frame:1.00e+06 wall_t:810 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.953 +2026-01-07 20:57:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2525.30 total_reward_ma:2293.52 loss:0.01585 fps:1235 +frame:1.01e+06 wall_t:818 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.817 +2026-01-07 20:57:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2538.20 total_reward_ma:2307.09 loss:0.008302 fps:1235 +frame:1.02e+06 wall_t:826 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.957 +2026-01-07 20:57:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2550.90 total_reward_ma:2320.41 loss:0.01032 fps:1235 +frame:1.03e+06 wall_t:834 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.999 +2026-01-07 20:58:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2549.30 total_reward_ma:2333.57 loss:0.007494 fps:1235 +frame:1.04e+06 wall_t:842 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.993 +2026-01-07 20:58:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2548.60 total_reward_ma:2345.76 loss:-0.003902 fps:1235 +frame:1.05e+06 wall_t:850 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.957 +2026-01-07 20:58:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2534.40 total_reward_ma:2357.31 loss:-0.0106 fps:1235 +frame:1.06e+06 wall_t:858 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.024 +2026-01-07 20:58:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2481.20 total_reward_ma:2367.34 loss:0.002371 fps:1234 +frame:1.07e+06 wall_t:867 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.073 +2026-01-07 20:58:34 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2481.30 total_reward_ma:2376.16 loss:0.0153 fps:1236 +frame:1.08e+06 wall_t:874 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.814 +2026-01-07 20:58:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2481.70 total_reward_ma:2383.65 loss:0.01004 fps:1236 +frame:1.09e+06 wall_t:882 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.864 +2026-01-07 20:58:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2472.00 total_reward_ma:2390.10 loss:0.006067 fps:1235 +frame:1.10e+06 wall_t:891 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.94 +2026-01-07 20:58:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2463.20 total_reward_ma:2395.45 loss:-0.005293 fps:1237 +frame:1.11e+06 wall_t:897 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.932 +2026-01-07 20:59:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2444.50 total_reward_ma:2399.71 loss:-0.01499 fps:1235 +frame:1.12e+06 wall_t:907 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.014 +2026-01-07 20:59:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2438.30 total_reward_ma:2403.30 loss:0.005995 fps:1235 +frame:1.13e+06 wall_t:915 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.796 +2026-01-07 20:59:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2458.80 total_reward_ma:2406.62 loss:0.02512 fps:1234 +frame:1.14e+06 wall_t:924 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.819 +2026-01-07 20:59:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2471.90 total_reward_ma:2410.16 loss:0.004999 fps:1234 +frame:1.15e+06 wall_t:932 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.961 +2026-01-07 20:59:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2473.80 total_reward_ma:2413.45 loss:-0.001919 fps:1234 +frame:1.16e+06 wall_t:940 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.808 +2026-01-07 20:59:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2479.90 total_reward_ma:2416.58 loss:0.01591 fps:1234 +frame:1.17e+06 wall_t:948 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.897 +2026-01-07 20:59:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2478.90 total_reward_ma:2419.33 loss:0.01197 fps:1234 +frame:1.18e+06 wall_t:956 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.839 +2026-01-07 21:00:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2496.30 total_reward_ma:2421.85 loss:0.01556 fps:1234 +frame:1.19e+06 wall_t:964 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.883 +2026-01-07 21:00:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2500.50 total_reward_ma:2423.96 loss:0.003344 fps:1236 +frame:1.20e+06 wall_t:971 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.706 +2026-01-07 21:00:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2526.70 total_reward_ma:2426.32 loss:-0.0109 fps:1236 +frame:1.21e+06 wall_t:979 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.969 +2026-01-07 21:00:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2519.90 total_reward_ma:2428.61 loss:-0.01931 fps:1235 +frame:1.22e+06 wall_t:988 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.856 +2026-01-07 21:00:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2520.00 total_reward_ma:2430.22 loss:0.005693 fps:1234 +frame:1.23e+06 wall_t:997 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.919 +2026-01-07 21:00:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2526.10 total_reward_ma:2431.73 loss:0.007069 fps:1234 +frame:1.24e+06 wall_t:1005 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.701 +2026-01-07 21:00:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2527.50 total_reward_ma:2432.86 loss:0.008578 fps:1234 +frame:1.25e+06 wall_t:1013 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.025 +2026-01-07 21:01:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2531.80 total_reward_ma:2434.17 loss:-0.01659 fps:1234 +frame:1.26e+06 wall_t:1021 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.966 +2026-01-07 21:01:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2543.90 total_reward_ma:2436.04 loss:0.007791 fps:1234 +frame:1.27e+06 wall_t:1029 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.689 +2026-01-07 21:01:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2516.30 total_reward_ma:2437.63 loss:0.02691 fps:1236 +frame:1.28e+06 wall_t:1036 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.726 +2026-01-07 21:01:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2521.10 total_reward_ma:2439.04 loss:-0.006208 fps:1237 +frame:1.29e+06 wall_t:1043 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.051 +2026-01-07 21:01:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2535.90 total_reward_ma:2440.95 loss:-0.008026 fps:1236 +frame:1.30e+06 wall_t:1052 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.903 +2026-01-07 21:01:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2548.60 total_reward_ma:2443.04 loss:-0.02026 fps:1236 +frame:1.31e+06 wall_t:1060 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.863 +2026-01-07 21:01:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2553.70 total_reward_ma:2445.47 loss:0.0008732 fps:1236 +frame:1.32e+06 wall_t:1068 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.644 +2026-01-07 21:01:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2567.90 total_reward_ma:2448.29 loss:0.03955 fps:1236 +frame:1.33e+06 wall_t:1076 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.576 +2026-01-07 21:02:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2572.60 total_reward_ma:2450.93 loss:0.03619 fps:1236 +frame:1.34e+06 wall_t:1084 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.573 +2026-01-07 21:02:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2567.80 total_reward_ma:2453.62 loss:0.008012 fps:1235 +frame:1.35e+06 wall_t:1093 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.823 +2026-01-07 21:02:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2579.00 total_reward_ma:2456.31 loss:-0.01203 fps:1235 +frame:1.36e+06 wall_t:1101 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.058 +2026-01-07 21:02:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2576.10 total_reward_ma:2458.65 loss:0.02084 fps:1236 +frame:1.37e+06 wall_t:1108 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.739 +2026-01-07 21:02:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2553.50 total_reward_ma:2460.97 loss:0.02419 fps:1237 +frame:1.38e+06 wall_t:1116 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.796 +2026-01-07 21:02:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2539.00 total_reward_ma:2462.90 loss:0.02204 fps:1237 +frame:1.39e+06 wall_t:1124 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.709 +2026-01-07 21:02:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2523.70 total_reward_ma:2464.64 loss:0.02068 fps:1237 +frame:1.40e+06 wall_t:1132 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.823 +2026-01-07 21:03:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2535.10 total_reward_ma:2466.69 loss:-0.02995 fps:1237 +frame:1.41e+06 wall_t:1140 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.984 +2026-01-07 21:03:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2534.00 total_reward_ma:2468.77 loss:-0.00459 fps:1237 +frame:1.42e+06 wall_t:1148 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.92 +2026-01-07 21:03:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2538.50 total_reward_ma:2471.14 loss:-0.007547 fps:1237 +frame:1.43e+06 wall_t:1156 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.81 +2026-01-07 21:03:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2546.20 total_reward_ma:2473.38 loss:0.02266 fps:1235 +frame:1.44e+06 wall_t:1166 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.792 +2026-01-07 21:03:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2545.40 total_reward_ma:2475.54 loss:0.01882 fps:1235 +frame:1.45e+06 wall_t:1174 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.863 +2026-01-07 21:03:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2550.00 total_reward_ma:2477.82 loss:0.002213 fps:1236 +frame:1.46e+06 wall_t:1181 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.843 +2026-01-07 21:03:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2554.90 total_reward_ma:2479.96 loss:0.003433 fps:1236 +frame:1.47e+06 wall_t:1189 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.862 +2026-01-07 21:03:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2546.50 total_reward_ma:2482.11 loss:0.013 fps:1236 +frame:1.48e+06 wall_t:1197 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.744 +2026-01-07 21:04:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2538.60 total_reward_ma:2483.89 loss:0.009086 fps:1237 +frame:1.49e+06 wall_t:1205 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.648 +2026-01-07 21:04:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2559.20 total_reward_ma:2485.74 loss:0.02136 fps:1237 +frame:1.50e+06 wall_t:1213 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.695 +2026-01-07 21:04:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2560.00 total_reward_ma:2487.71 loss:0.004452 fps:1237 +frame:1.51e+06 wall_t:1221 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.947 +2026-01-07 21:04:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2554.80 total_reward_ma:2489.05 loss:-0.002086 fps:1237 +frame:1.52e+06 wall_t:1229 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.855 +2026-01-07 21:04:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2561.00 total_reward_ma:2490.22 loss:-0.00131 fps:1237 +frame:1.53e+06 wall_t:1237 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.024 +2026-01-07 21:04:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2582.00 total_reward_ma:2491.56 loss:0.001059 fps:1238 +frame:1.54e+06 wall_t:1244 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.887 +2026-01-07 21:04:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2592.20 total_reward_ma:2492.76 loss:-0.003973 fps:1238 +frame:1.55e+06 wall_t:1252 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.926 +2026-01-07 21:05:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2604.60 total_reward_ma:2493.88 loss:-0.002882 fps:1238 +frame:1.56e+06 wall_t:1260 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.882 +2026-01-07 21:05:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2628.50 total_reward_ma:2495.05 loss:0.008302 fps:1237 +frame:1.57e+06 wall_t:1269 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.94 +2026-01-07 21:05:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2645.70 total_reward_ma:2496.20 loss:-0.01528 fps:1237 +frame:1.58e+06 wall_t:1277 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.087 +2026-01-07 21:05:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2666.40 total_reward_ma:2497.86 loss:0.003539 fps:1236 +frame:1.59e+06 wall_t:1286 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.955 +2026-01-07 21:05:34 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2669.70 total_reward_ma:2500.07 loss:-0.005529 fps:1236 +frame:1.60e+06 wall_t:1294 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.908 +2026-01-07 21:05:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2659.30 total_reward_ma:2502.08 loss:0.009178 fps:1236 +frame:1.61e+06 wall_t:1303 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.912 +2026-01-07 21:05:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2665.00 total_reward_ma:2503.91 loss:-0.002178 fps:1236 +frame:1.62e+06 wall_t:1311 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.02 +2026-01-07 21:05:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2669.20 total_reward_ma:2505.52 loss:0.01446 fps:1236 +frame:1.63e+06 wall_t:1319 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.869 +2026-01-07 21:06:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2693.70 total_reward_ma:2507.33 loss:0.002754 fps:1236 +frame:1.64e+06 wall_t:1327 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.871 +2026-01-07 21:06:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2703.20 total_reward_ma:2509.32 loss:0.03136 fps:1236 +frame:1.65e+06 wall_t:1335 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.665 +2026-01-07 21:06:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2711.50 total_reward_ma:2511.46 loss:0.02628 fps:1237 +frame:1.66e+06 wall_t:1342 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.721 +2026-01-07 21:06:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2754.10 total_reward_ma:2513.85 loss:0.002521 fps:1236 +frame:1.67e+06 wall_t:1351 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.807 +2026-01-07 21:06:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2802.60 total_reward_ma:2516.95 loss:0.007874 fps:1237 +frame:1.68e+06 wall_t:1358 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.981 +2026-01-07 21:06:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2823.90 total_reward_ma:2520.41 loss:0.01525 fps:1237 +frame:1.69e+06 wall_t:1366 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.917 +2026-01-07 21:06:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2901.50 total_reward_ma:2524.66 loss:0.009699 fps:1237 +frame:1.70e+06 wall_t:1374 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.788 +2026-01-07 21:07:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:2938.00 total_reward_ma:2529.56 loss:-0.0007437 fps:1237 +frame:1.71e+06 wall_t:1382 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.813 +2026-01-07 21:07:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3025.40 total_reward_ma:2535.52 loss:0.03589 fps:1237 +frame:1.72e+06 wall_t:1390 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.642 +2026-01-07 21:07:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3104.70 total_reward_ma:2542.41 loss:0.01055 fps:1237 +frame:1.73e+06 wall_t:1398 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.744 +2026-01-07 21:07:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3141.40 total_reward_ma:2549.71 loss:0.02374 fps:1238 +frame:1.74e+06 wall_t:1406 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.767 +2026-01-07 21:07:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3216.20 total_reward_ma:2557.74 loss:0.05572 fps:1238 +frame:1.75e+06 wall_t:1413 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.618 +2026-01-07 21:07:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3284.70 total_reward_ma:2566.44 loss:0.07303 fps:1238 +frame:1.76e+06 wall_t:1422 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.823 +2026-01-07 21:07:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3378.40 total_reward_ma:2576.10 loss:0.01769 fps:1238 +frame:1.77e+06 wall_t:1430 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.782 +2026-01-07 21:07:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3453.90 total_reward_ma:2586.65 loss:0.09681 fps:1238 +frame:1.78e+06 wall_t:1438 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.751 +2026-01-07 21:08:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3543.80 total_reward_ma:2597.99 loss:0.03742 fps:1238 +frame:1.79e+06 wall_t:1446 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.83 +2026-01-07 21:08:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3598.00 total_reward_ma:2609.88 loss:0.01854 fps:1239 +frame:1.80e+06 wall_t:1453 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.845 +2026-01-07 21:08:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3625.10 total_reward_ma:2621.92 loss:0.02944 fps:1239 +frame:1.81e+06 wall_t:1461 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.663 +2026-01-07 21:08:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3692.60 total_reward_ma:2634.79 loss:0.02124 fps:1239 +frame:1.82e+06 wall_t:1469 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.716 +2026-01-07 21:08:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3781.40 total_reward_ma:2648.62 loss:0.06445 fps:1239 +frame:1.83e+06 wall_t:1477 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.57 +2026-01-07 21:08:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3836.30 total_reward_ma:2663.08 loss:0.06881 fps:1239 +frame:1.84e+06 wall_t:1485 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.529 +2026-01-07 21:08:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3865.90 total_reward_ma:2677.76 loss:0.09265 fps:1239 +frame:1.85e+06 wall_t:1493 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.598 +2026-01-07 21:09:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3900.20 total_reward_ma:2692.70 loss:0.07687 fps:1239 +frame:1.86e+06 wall_t:1501 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.445 +2026-01-07 21:09:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3955.10 total_reward_ma:2708.12 loss:0.07036 fps:1239 +frame:1.87e+06 wall_t:1509 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.595 +2026-01-07 21:09:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:3949.40 total_reward_ma:2723.43 loss:0.0294 fps:1240 +frame:1.88e+06 wall_t:1516 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.499 +2026-01-07 21:09:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4022.90 total_reward_ma:2739.32 loss:0.03823 fps:1239 +frame:1.89e+06 wall_t:1525 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.29 +2026-01-07 21:09:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4079.70 total_reward_ma:2755.74 loss:0.07263 fps:1239 +frame:1.90e+06 wall_t:1533 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.391 +2026-01-07 21:09:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4132.30 total_reward_ma:2772.61 loss:0.07896 fps:1239 +frame:1.91e+06 wall_t:1542 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.305 +2026-01-07 21:09:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4150.80 total_reward_ma:2789.46 loss:0.08923 fps:1239 +frame:1.92e+06 wall_t:1550 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.385 +2026-01-07 21:09:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4215.70 total_reward_ma:2807.11 loss:0.116 fps:1239 +frame:1.93e+06 wall_t:1558 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.387 +2026-01-07 21:10:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4247.00 total_reward_ma:2825.18 loss:0.08323 fps:1239 +frame:1.94e+06 wall_t:1566 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.214 +2026-01-07 21:10:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4260.70 total_reward_ma:2843.52 loss:0.05916 fps:1239 +frame:1.95e+06 wall_t:1574 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.436 +2026-01-07 21:10:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4336.30 total_reward_ma:2862.50 loss:0.01138 fps:1239 +frame:1.96e+06 wall_t:1582 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.4 +2026-01-07 21:10:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4396.80 total_reward_ma:2881.90 loss:0.05076 fps:1240 +frame:1.97e+06 wall_t:1589 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.34 +2026-01-07 21:10:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4433.70 total_reward_ma:2901.61 loss:0.03593 fps:1240 +frame:1.98e+06 wall_t:1597 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.334 +2026-01-07 21:10:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4473.70 total_reward_ma:2921.59 loss:0.03375 fps:1239 +frame:1.99e+06 wall_t:1606 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.122 +2026-01-07 21:10:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4500.70 total_reward_ma:2941.58 loss:0.05821 fps:1240 +frame:2.00e+06 wall_t:1613 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.359 +2026-01-07 21:11:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4536.80 total_reward_ma:2961.70 loss:0.06116 fps:1240 +frame:2.01e+06 wall_t:1621 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.212 +2026-01-07 21:11:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4647.60 total_reward_ma:2982.79 loss:0.06494 fps:1240 +frame:2.02e+06 wall_t:1629 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.392 +2026-01-07 21:11:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4730.60 total_reward_ma:3004.59 loss:0.09669 fps:1239 +frame:2.03e+06 wall_t:1638 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.455 +2026-01-07 21:11:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4749.40 total_reward_ma:3026.59 loss:0.07969 fps:1239 +frame:2.04e+06 wall_t:1646 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.246 +2026-01-07 21:11:34 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4795.60 total_reward_ma:3049.06 loss:0.08354 fps:1239 +frame:2.05e+06 wall_t:1654 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.462 +2026-01-07 21:11:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4805.10 total_reward_ma:3071.77 loss:0.1222 fps:1239 +frame:2.06e+06 wall_t:1662 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.386 +2026-01-07 21:11:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4794.50 total_reward_ma:3094.90 loss:0.07479 fps:1240 +frame:2.07e+06 wall_t:1670 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.397 +2026-01-07 21:11:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4825.40 total_reward_ma:3118.34 loss:0.0582 fps:1240 +frame:2.08e+06 wall_t:1678 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.16 +2026-01-07 21:12:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4807.90 total_reward_ma:3141.60 loss:0.01253 fps:1239 +frame:2.09e+06 wall_t:1687 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.087 +2026-01-07 21:12:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4839.40 total_reward_ma:3165.28 loss:0.054 fps:1239 +frame:2.10e+06 wall_t:1695 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.184 +2026-01-07 21:12:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4852.70 total_reward_ma:3189.17 loss:0.03987 fps:1239 +frame:2.11e+06 wall_t:1703 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.198 +2026-01-07 21:12:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4805.50 total_reward_ma:3212.78 loss:0.05139 fps:1239 +frame:2.12e+06 wall_t:1711 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.29 +2026-01-07 21:12:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4884.50 total_reward_ma:3237.24 loss:0.03837 fps:1239 +frame:2.13e+06 wall_t:1719 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.439 +2026-01-07 21:12:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4865.80 total_reward_ma:3261.31 loss:0.05011 fps:1239 +frame:2.14e+06 wall_t:1727 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.067 +2026-01-07 21:12:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4913.80 total_reward_ma:3285.73 loss:0.1264 fps:1239 +frame:2.15e+06 wall_t:1735 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.33 +2026-01-07 21:13:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:4942.30 total_reward_ma:3310.42 loss:0.05342 fps:1239 +frame:2.16e+06 wall_t:1743 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.234 +2026-01-07 21:13:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5000.70 total_reward_ma:3335.63 loss:0.04892 fps:1239 +frame:2.17e+06 wall_t:1751 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.109 +2026-01-07 21:13:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5066.60 total_reward_ma:3361.50 loss:0.08156 fps:1239 +frame:2.18e+06 wall_t:1760 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.2 +2026-01-07 21:13:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5057.20 total_reward_ma:3387.11 loss:0.1051 fps:1239 +frame:2.19e+06 wall_t:1768 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.416 +2026-01-07 21:13:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5118.50 total_reward_ma:3413.29 loss:0.1076 fps:1239 +frame:2.20e+06 wall_t:1776 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.194 +2026-01-07 21:13:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5195.30 total_reward_ma:3439.98 loss:0.03801 fps:1239 +frame:2.21e+06 wall_t:1784 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.148 +2026-01-07 21:13:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5200.80 total_reward_ma:3466.79 loss:0.08243 fps:1240 +frame:2.22e+06 wall_t:1791 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.263 +2026-01-07 21:13:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5218.00 total_reward_ma:3493.77 loss:0.0315 fps:1240 +frame:2.23e+06 wall_t:1799 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.095 +2026-01-07 21:14:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5223.40 total_reward_ma:3520.74 loss:0.07996 fps:1240 +frame:2.24e+06 wall_t:1807 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.128 +2026-01-07 21:14:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5209.70 total_reward_ma:3547.56 loss:0.07824 fps:1240 +frame:2.25e+06 wall_t:1814 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.238 +2026-01-07 21:14:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5234.80 total_reward_ma:3574.59 loss:0.05484 fps:1240 +frame:2.26e+06 wall_t:1823 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.215 +2026-01-07 21:14:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5227.80 total_reward_ma:3601.43 loss:0.05428 fps:1240 +frame:2.27e+06 wall_t:1830 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.116 +2026-01-07 21:14:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5289.80 total_reward_ma:3629.17 loss:0.03381 fps:1240 +frame:2.28e+06 wall_t:1838 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.389 +2026-01-07 21:14:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5296.10 total_reward_ma:3656.92 loss:0.1009 fps:1241 +frame:2.29e+06 wall_t:1846 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.271 +2026-01-07 21:14:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5300.80 total_reward_ma:3684.56 loss:0.03396 fps:1240 +frame:2.30e+06 wall_t:1855 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.065 +2026-01-07 21:15:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5345.10 total_reward_ma:3712.53 loss:0.02277 fps:1240 +frame:2.31e+06 wall_t:1863 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.195 +2026-01-07 21:15:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5351.40 total_reward_ma:3740.51 loss:0.04367 fps:1240 +frame:2.32e+06 wall_t:1871 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.08 +2026-01-07 21:15:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5411.00 total_reward_ma:3768.94 loss:0.09038 fps:1240 +frame:2.33e+06 wall_t:1879 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.322 +2026-01-07 21:15:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5399.90 total_reward_ma:3797.21 loss:0.07847 fps:1239 +frame:2.34e+06 wall_t:1888 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.219 +2026-01-07 21:15:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5439.10 total_reward_ma:3825.92 loss:0.08633 fps:1239 +frame:2.35e+06 wall_t:1897 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.295 +2026-01-07 21:15:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5453.70 total_reward_ma:3854.67 loss:0.04451 fps:1239 +frame:2.36e+06 wall_t:1904 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.192 +2026-01-07 21:15:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5445.50 total_reward_ma:3883.36 loss:0.0267 fps:1239 +frame:2.37e+06 wall_t:1913 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.353 +2026-01-07 21:16:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5479.30 total_reward_ma:3912.62 loss:0.06623 fps:1239 +frame:2.38e+06 wall_t:1921 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.107 +2026-01-07 21:16:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5509.50 total_reward_ma:3942.33 loss:0.0009629 fps:1240 +frame:2.39e+06 wall_t:1928 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.258 +2026-01-07 21:16:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5548.50 total_reward_ma:3972.57 loss:0.05446 fps:1240 +frame:2.40e+06 wall_t:1936 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.9139 +2026-01-07 21:16:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5555.60 total_reward_ma:4002.78 loss:0.02995 fps:1240 +frame:2.41e+06 wall_t:1944 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.439 +2026-01-07 21:16:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5606.70 total_reward_ma:4033.51 loss:0.07366 fps:1240 +frame:2.42e+06 wall_t:1952 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.144 +2026-01-07 21:16:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5625.60 total_reward_ma:4064.38 loss:0.08346 fps:1240 +frame:2.43e+06 wall_t:1960 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.061 +2026-01-07 21:16:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5646.10 total_reward_ma:4095.38 loss:0.02382 fps:1240 +frame:2.44e+06 wall_t:1968 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.214 +2026-01-07 21:16:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5670.50 total_reward_ma:4126.63 loss:0.07295 fps:1240 +frame:2.45e+06 wall_t:1976 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.04 +2026-01-07 21:17:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5678.90 total_reward_ma:4157.92 loss:0.07666 fps:1240 +frame:2.46e+06 wall_t:1984 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.433 +2026-01-07 21:17:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5718.60 total_reward_ma:4189.55 loss:0.07028 fps:1239 +frame:2.47e+06 wall_t:1993 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.9603 +2026-01-07 21:17:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5723.30 total_reward_ma:4221.32 loss:0.07217 fps:1240 +frame:2.48e+06 wall_t:2000 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.263 +2026-01-07 21:17:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5704.10 total_reward_ma:4252.98 loss:0.02272 fps:1240 +frame:2.49e+06 wall_t:2008 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9741 +2026-01-07 21:17:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5716.50 total_reward_ma:4284.55 loss:0.05244 fps:1240 +frame:2.50e+06 wall_t:2016 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.069 +2026-01-07 21:17:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5720.80 total_reward_ma:4316.16 loss:-0.005107 fps:1240 +frame:2.51e+06 wall_t:2024 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.246 +2026-01-07 21:17:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5725.00 total_reward_ma:4347.86 loss:0.07537 fps:1240 +frame:2.52e+06 wall_t:2032 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.215 +2026-01-07 21:18:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5771.50 total_reward_ma:4379.96 loss:0.09133 fps:1240 +frame:2.53e+06 wall_t:2041 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.081 +2026-01-07 21:18:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5800.80 total_reward_ma:4412.15 loss:0.05417 fps:1240 +frame:2.54e+06 wall_t:2048 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.225 +2026-01-07 21:18:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5801.30 total_reward_ma:4444.24 loss:0.03772 fps:1240 +frame:2.55e+06 wall_t:2057 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.9263 +2026-01-07 21:18:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5847.50 total_reward_ma:4476.67 loss:0.08844 fps:1240 +frame:2.56e+06 wall_t:2064 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.237 +2026-01-07 21:18:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5868.60 total_reward_ma:4509.07 loss:0.02117 fps:1240 +frame:2.57e+06 wall_t:2072 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.233 +2026-01-07 21:18:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5928.50 total_reward_ma:4541.90 loss:0.05714 fps:1240 +frame:2.58e+06 wall_t:2080 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.193 +2026-01-07 21:18:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5931.30 total_reward_ma:4574.55 loss:0.08401 fps:1240 +frame:2.59e+06 wall_t:2088 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.155 +2026-01-07 21:18:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5970.10 total_reward_ma:4607.56 loss:0.1108 fps:1240 +frame:2.60e+06 wall_t:2096 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.147 +2026-01-07 21:19:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5898.00 total_reward_ma:4639.94 loss:0.0549 fps:1240 +frame:2.61e+06 wall_t:2105 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.203 +2026-01-07 21:19:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5896.10 total_reward_ma:4672.25 loss:0.06688 fps:1240 +frame:2.62e+06 wall_t:2113 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.277 +2026-01-07 21:19:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5935.50 total_reward_ma:4704.92 loss:0.1172 fps:1240 +frame:2.63e+06 wall_t:2121 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.103 +2026-01-07 21:19:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5902.30 total_reward_ma:4737.00 loss:0.1571 fps:1240 +frame:2.64e+06 wall_t:2129 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.461 +2026-01-07 21:19:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5930.70 total_reward_ma:4769.28 loss:0.02775 fps:1241 +frame:2.65e+06 wall_t:2136 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.128 +2026-01-07 21:19:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5943.20 total_reward_ma:4801.59 loss:0.1591 fps:1241 +frame:2.66e+06 wall_t:2144 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.188 +2026-01-07 21:19:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6009.30 total_reward_ma:4834.15 loss:0.1702 fps:1241 +frame:2.67e+06 wall_t:2152 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.157 +2026-01-07 21:20:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6004.60 total_reward_ma:4866.17 loss:0.027 fps:1241 +frame:2.68e+06 wall_t:2160 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.002 +2026-01-07 21:20:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6046.20 total_reward_ma:4898.39 loss:0.06434 fps:1241 +frame:2.69e+06 wall_t:2168 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.141 +2026-01-07 21:20:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6123.40 total_reward_ma:4930.61 loss:0.1838 fps:1241 +frame:2.70e+06 wall_t:2176 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.296 +2026-01-07 21:20:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6135.80 total_reward_ma:4962.59 loss:0.2362 fps:1241 +frame:2.71e+06 wall_t:2184 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.298 +2026-01-07 21:20:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6175.40 total_reward_ma:4994.09 loss:0.1735 fps:1241 +frame:2.72e+06 wall_t:2192 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.245 +2026-01-07 21:20:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6185.50 total_reward_ma:5024.89 loss:0.1017 fps:1241 +frame:2.73e+06 wall_t:2200 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.189 +2026-01-07 21:20:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6244.00 total_reward_ma:5055.92 loss:0.1372 fps:1241 +frame:2.74e+06 wall_t:2208 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.322 +2026-01-07 21:20:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6159.30 total_reward_ma:5085.35 loss:0.1712 fps:1240 +frame:2.75e+06 wall_t:2217 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.235 +2026-01-07 21:21:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6159.60 total_reward_ma:5114.10 loss:0.1451 fps:1242 +frame:2.76e+06 wall_t:2223 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.12 +2026-01-07 21:21:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6127.70 total_reward_ma:5141.59 loss:0.08977 fps:1243 +frame:2.77e+06 wall_t:2229 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.09 +2026-01-07 21:21:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6142.10 total_reward_ma:5168.48 loss:0.07298 fps:1244 +frame:2.78e+06 wall_t:2235 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.9836 +2026-01-07 21:21:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6015.30 total_reward_ma:5193.19 loss:0.1183 fps:1246 +frame:2.79e+06 wall_t:2240 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.103 +2026-01-07 21:21:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:5979.30 total_reward_ma:5217.00 loss:0.04107 fps:1247 +frame:2.80e+06 wall_t:2246 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.028 +2026-01-07 21:21:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6047.10 total_reward_ma:5241.22 loss:0.1223 fps:1248 +frame:2.81e+06 wall_t:2252 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.187 +2026-01-07 21:21:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6044.50 total_reward_ma:5264.74 loss:0.08322 fps:1249 +frame:2.82e+06 wall_t:2257 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.102 +2026-01-07 21:21:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6113.40 total_reward_ma:5288.06 loss:0.09439 fps:1251 +frame:2.83e+06 wall_t:2263 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.25 +2026-01-07 21:21:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6156.50 total_reward_ma:5311.26 loss:0.1 fps:1252 +frame:2.84e+06 wall_t:2268 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.179 +2026-01-07 21:21:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6250.00 total_reward_ma:5335.10 loss:0.1038 fps:1253 +frame:2.85e+06 wall_t:2274 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.031 +2026-01-07 21:22:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6321.60 total_reward_ma:5359.32 loss:0.07969 fps:1254 +frame:2.86e+06 wall_t:2280 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.175 +2026-01-07 21:22:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6391.00 total_reward_ma:5383.68 loss:0.05776 fps:1256 +frame:2.87e+06 wall_t:2285 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.028 +2026-01-07 21:22:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6488.90 total_reward_ma:5409.07 loss:0.05135 fps:1257 +frame:2.88e+06 wall_t:2291 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.159 +2026-01-07 21:22:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6482.80 total_reward_ma:5433.67 loss:0.06322 fps:1258 +frame:2.89e+06 wall_t:2297 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.9547 +2026-01-07 21:22:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6601.20 total_reward_ma:5458.89 loss:0.03044 fps:1260 +frame:2.90e+06 wall_t:2302 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.9321 +2026-01-07 21:22:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6650.40 total_reward_ma:5484.07 loss:0.0728 fps:1261 +frame:2.91e+06 wall_t:2307 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.165 +2026-01-07 21:22:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6695.20 total_reward_ma:5509.51 loss:0.1297 fps:1262 +frame:2.92e+06 wall_t:2313 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.145 +2026-01-07 21:22:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6748.40 total_reward_ma:5534.84 loss:0.1088 fps:1263 +frame:2.93e+06 wall_t:2319 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.181 +2026-01-07 21:22:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6786.30 total_reward_ma:5560.23 loss:0.1112 fps:1265 +frame:2.94e+06 wall_t:2324 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.237 +2026-01-07 21:22:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6734.40 total_reward_ma:5584.97 loss:0.08277 fps:1266 +frame:2.95e+06 wall_t:2330 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.061 +2026-01-07 21:22:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6751.90 total_reward_ma:5609.12 loss:0.07107 fps:1267 +frame:2.96e+06 wall_t:2336 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.164 +2026-01-07 21:23:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6817.30 total_reward_ma:5633.33 loss:0.05722 fps:1269 +frame:2.97e+06 wall_t:2341 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.9354 +2026-01-07 21:23:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6820.90 total_reward_ma:5657.20 loss:0.08346 fps:1270 +frame:2.98e+06 wall_t:2347 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.172 +2026-01-07 21:23:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6791.90 total_reward_ma:5680.38 loss:0.08296 fps:1271 +frame:2.99e+06 wall_t:2352 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.069 +2026-01-07 21:23:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6794.80 total_reward_ma:5703.33 loss:0.07273 fps:1272 +frame:3.00e+06 wall_t:2358 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.062 +2026-01-07 21:23:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6871.10 total_reward_ma:5726.67 loss:0.05104 fps:1273 +frame:3.01e+06 wall_t:2364 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.9909 +2026-01-07 21:23:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6876.00 total_reward_ma:5748.95 loss:0.09522 fps:1275 +frame:3.02e+06 wall_t:2369 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.159 +2026-01-07 21:23:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6881.10 total_reward_ma:5770.46 loss:0.054 fps:1276 +frame:3.03e+06 wall_t:2375 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.7562 +2026-01-07 21:23:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6872.90 total_reward_ma:5791.69 loss:0.1344 fps:1277 +frame:3.04e+06 wall_t:2381 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.217 +2026-01-07 21:23:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6861.20 total_reward_ma:5812.35 loss:0.09497 fps:1278 +frame:3.05e+06 wall_t:2386 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.125 +2026-01-07 21:23:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6879.40 total_reward_ma:5833.09 loss:0.1063 fps:1279 +frame:3.06e+06 wall_t:2392 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.9282 +2026-01-07 21:23:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6864.50 total_reward_ma:5853.79 loss:0.1093 fps:1280 +frame:3.07e+06 wall_t:2398 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.226 +2026-01-07 21:24:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6838.00 total_reward_ma:5873.92 loss:0.1434 fps:1282 +frame:3.08e+06 wall_t:2403 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.9326 +2026-01-07 21:24:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6836.80 total_reward_ma:5894.21 loss:0.1237 fps:1283 +frame:3.09e+06 wall_t:2409 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.127 +2026-01-07 21:24:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6922.30 total_reward_ma:5915.04 loss:0.08531 fps:1284 +frame:3.10e+06 wall_t:2414 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.003 +2026-01-07 21:24:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6892.30 total_reward_ma:5935.43 loss:0.06569 fps:1285 +frame:3.11e+06 wall_t:2420 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.8971 +2026-01-07 21:24:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6871.80 total_reward_ma:5956.09 loss:0.08803 fps:1287 +frame:3.12e+06 wall_t:2425 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.23 +2026-01-07 21:24:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6853.60 total_reward_ma:5975.79 loss:0.1032 fps:1288 +frame:3.13e+06 wall_t:2431 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.054 +2026-01-07 21:24:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6786.40 total_reward_ma:5994.99 loss:0.1129 fps:1288 +frame:3.14e+06 wall_t:2437 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.9001 +2026-01-07 21:24:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6769.60 total_reward_ma:6013.55 loss:0.1602 fps:1290 +frame:3.15e+06 wall_t:2442 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.503 +2026-01-07 21:24:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6783.70 total_reward_ma:6031.96 loss:0.1784 fps:1291 +frame:3.16e+06 wall_t:2447 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.071 +2026-01-07 21:24:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6779.40 total_reward_ma:6049.75 loss:0.1611 fps:1292 +frame:3.17e+06 wall_t:2453 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.056 +2026-01-07 21:24:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6779.80 total_reward_ma:6066.88 loss:0.1062 fps:1293 +frame:3.18e+06 wall_t:2459 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.162 +2026-01-07 21:25:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6808.00 total_reward_ma:6084.39 loss:0.1788 fps:1294 +frame:3.19e+06 wall_t:2465 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.005 +2026-01-07 21:25:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6748.70 total_reward_ma:6100.69 loss:0.1191 fps:1296 +frame:3.20e+06 wall_t:2470 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.001 +2026-01-07 21:25:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6764.80 total_reward_ma:6116.39 loss:0.1554 fps:1296 +frame:3.21e+06 wall_t:2476 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.227 +2026-01-07 21:25:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6747.20 total_reward_ma:6131.85 loss:0.05684 fps:1297 +frame:3.22e+06 wall_t:2482 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.9776 +2026-01-07 21:25:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6732.60 total_reward_ma:6147.00 loss:0.08704 fps:1299 +frame:3.23e+06 wall_t:2487 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.049 +2026-01-07 21:25:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6856.60 total_reward_ma:6163.33 loss:0.02403 fps:1300 +frame:3.24e+06 wall_t:2493 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.006 +2026-01-07 21:25:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6963.00 total_reward_ma:6180.86 loss:0.1157 fps:1301 +frame:3.25e+06 wall_t:2498 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.8974 +2026-01-07 21:25:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6919.10 total_reward_ma:6197.71 loss:0.1348 fps:1302 +frame:3.26e+06 wall_t:2504 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.14 +2026-01-07 21:25:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6967.40 total_reward_ma:6215.10 loss:0.1372 fps:1303 +frame:3.27e+06 wall_t:2509 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.032 +2026-01-07 21:25:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6884.80 total_reward_ma:6231.05 loss:0.125 fps:1304 +frame:3.28e+06 wall_t:2515 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.165 +2026-01-07 21:26:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6860.70 total_reward_ma:6246.70 loss:0.1433 fps:1305 +frame:3.29e+06 wall_t:2521 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.172 +2026-01-07 21:26:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6907.10 total_reward_ma:6262.76 loss:0.1273 fps:1306 +frame:3.30e+06 wall_t:2526 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.9263 +2026-01-07 21:26:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6911.40 total_reward_ma:6278.42 loss:0.0858 fps:1307 +frame:3.31e+06 wall_t:2532 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.9892 +2026-01-07 21:26:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6909.00 total_reward_ma:6294.00 loss:0.1107 fps:1309 +frame:3.32e+06 wall_t:2537 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.005 +2026-01-07 21:26:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6904.40 total_reward_ma:6308.93 loss:0.06327 fps:1309 +frame:3.33e+06 wall_t:2543 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.955 +2026-01-07 21:26:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6778.10 total_reward_ma:6322.71 loss:0.06905 fps:1310 +frame:3.34e+06 wall_t:2549 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.163 +2026-01-07 21:26:34 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6776.10 total_reward_ma:6336.08 loss:0.05705 fps:1312 +frame:3.35e+06 wall_t:2554 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.092 +2026-01-07 21:26:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6756.80 total_reward_ma:6349.12 loss:0.09451 fps:1312 +frame:3.36e+06 wall_t:2560 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9945 +2026-01-07 21:26:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6781.30 total_reward_ma:6362.48 loss:0.08963 fps:1314 +frame:3.37e+06 wall_t:2565 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.256 +2026-01-07 21:26:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6789.70 total_reward_ma:6375.58 loss:0.09863 fps:1315 +frame:3.38e+06 wall_t:2571 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.114 +2026-01-07 21:26:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6868.00 total_reward_ma:6389.16 loss:0.07799 fps:1315 +frame:3.39e+06 wall_t:2577 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.172 +2026-01-07 21:27:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6816.80 total_reward_ma:6401.85 loss:0.08305 fps:1317 +frame:3.40e+06 wall_t:2582 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.028 +2026-01-07 21:27:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6825.50 total_reward_ma:6414.54 loss:0.1104 fps:1318 +frame:3.41e+06 wall_t:2588 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.22 +2026-01-07 21:27:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6815.60 total_reward_ma:6426.63 loss:0.06711 fps:1319 +frame:3.42e+06 wall_t:2593 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.8952 +2026-01-07 21:27:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6906.90 total_reward_ma:6439.45 loss:0.1524 fps:1320 +frame:3.43e+06 wall_t:2599 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.321 +2026-01-07 21:27:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6936.00 total_reward_ma:6452.35 loss:0.08996 fps:1321 +frame:3.44e+06 wall_t:2605 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.031 +2026-01-07 21:27:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6980.50 total_reward_ma:6465.45 loss:0.03538 fps:1322 +frame:3.45e+06 wall_t:2610 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.111 +2026-01-07 21:27:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:6995.60 total_reward_ma:6478.61 loss:0.05042 fps:1323 +frame:3.46e+06 wall_t:2616 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.204 +2026-01-07 21:27:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7080.10 total_reward_ma:6492.23 loss:0.07015 fps:1324 +frame:3.47e+06 wall_t:2621 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.827 +2026-01-07 21:27:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7086.60 total_reward_ma:6505.86 loss:0.07208 fps:1325 +frame:3.48e+06 wall_t:2627 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.15 +2026-01-07 21:27:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7166.70 total_reward_ma:6520.49 loss:0.1223 fps:1325 +frame:3.49e+06 wall_t:2633 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.009 +2026-01-07 21:27:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7186.20 total_reward_ma:6535.18 loss:0.1111 fps:1327 +frame:3.50e+06 wall_t:2638 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.094 +2026-01-07 21:28:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7252.40 total_reward_ma:6550.50 loss:0.0964 fps:1328 +frame:3.51e+06 wall_t:2644 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9891 +2026-01-07 21:28:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7266.20 total_reward_ma:6565.91 loss:0.04894 fps:1328 +frame:3.52e+06 wall_t:2651 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9465 +2026-01-07 21:28:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7287.60 total_reward_ma:6581.07 loss:0.06957 fps:1329 +frame:3.53e+06 wall_t:2657 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.122 +2026-01-07 21:28:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7299.30 total_reward_ma:6596.06 loss:0.06278 fps:1329 +frame:3.54e+06 wall_t:2663 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.9616 +2026-01-07 21:28:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7333.00 total_reward_ma:6611.38 loss:0.06999 fps:1330 +frame:3.55e+06 wall_t:2669 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.007 +2026-01-07 21:28:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7276.40 total_reward_ma:6625.66 loss:0.1249 fps:1331 +frame:3.56e+06 wall_t:2675 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.9225 +2026-01-07 21:28:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7304.40 total_reward_ma:6640.02 loss:0.09121 fps:1332 +frame:3.57e+06 wall_t:2680 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.142 +2026-01-07 21:28:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7364.10 total_reward_ma:6654.38 loss:0.06399 fps:1333 +frame:3.58e+06 wall_t:2686 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.011 +2026-01-07 21:28:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7394.00 total_reward_ma:6669.00 loss:0.07662 fps:1334 +frame:3.59e+06 wall_t:2691 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.044 +2026-01-07 21:28:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7419.40 total_reward_ma:6683.50 loss:0.1368 fps:1335 +frame:3.60e+06 wall_t:2697 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.9446 +2026-01-07 21:29:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7408.70 total_reward_ma:6698.60 loss:0.08727 fps:1336 +frame:3.61e+06 wall_t:2703 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.015 +2026-01-07 21:29:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7474.10 total_reward_ma:6714.38 loss:0.09984 fps:1336 +frame:3.62e+06 wall_t:2709 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.033 +2026-01-07 21:29:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7458.00 total_reward_ma:6729.61 loss:0.07166 fps:1337 +frame:3.63e+06 wall_t:2715 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.9036 +2026-01-07 21:29:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7428.40 total_reward_ma:6744.87 loss:0.07111 fps:1338 +frame:3.64e+06 wall_t:2721 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.172 +2026-01-07 21:29:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7352.00 total_reward_ma:6759.08 loss:0.1112 fps:1338 +frame:3.65e+06 wall_t:2727 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.9226 +2026-01-07 21:29:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7407.40 total_reward_ma:6773.73 loss:0.05818 fps:1339 +frame:3.66e+06 wall_t:2733 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.073 +2026-01-07 21:29:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7434.30 total_reward_ma:6787.98 loss:0.04469 fps:1340 +frame:3.67e+06 wall_t:2739 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.933 +2026-01-07 21:29:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7418.10 total_reward_ma:6802.11 loss:0.09971 fps:1341 +frame:3.68e+06 wall_t:2745 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.077 +2026-01-07 21:29:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7307.30 total_reward_ma:6814.72 loss:0.1674 fps:1341 +frame:3.69e+06 wall_t:2751 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.12 +2026-01-07 21:29:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7273.30 total_reward_ma:6826.22 loss:0.132 fps:1342 +frame:3.70e+06 wall_t:2757 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.883 +2026-01-07 21:30:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7135.60 total_reward_ma:6836.22 loss:0.1259 fps:1342 +frame:3.71e+06 wall_t:2764 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.8903 +2026-01-07 21:30:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7085.30 total_reward_ma:6845.32 loss:0.1142 fps:1343 +frame:3.72e+06 wall_t:2770 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.126 +2026-01-07 21:30:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7132.20 total_reward_ma:6854.79 loss:0.1837 fps:1343 +frame:3.73e+06 wall_t:2777 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.036 +2026-01-07 21:30:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7051.90 total_reward_ma:6862.86 loss:0.1117 fps:1344 +frame:3.74e+06 wall_t:2783 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.9608 +2026-01-07 21:30:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7093.70 total_reward_ma:6872.21 loss:0.1033 fps:1345 +frame:3.75e+06 wall_t:2788 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.8677 +2026-01-07 21:30:34 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7094.80 total_reward_ma:6881.56 loss:0.1051 fps:1346 +frame:3.76e+06 wall_t:2794 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.7521 +2026-01-07 21:30:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7087.60 total_reward_ma:6891.16 loss:0.05421 fps:1346 +frame:3.77e+06 wall_t:2800 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.7832 +2026-01-07 21:30:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7117.40 total_reward_ma:6900.91 loss:0.07251 fps:1347 +frame:3.78e+06 wall_t:2806 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.051 +2026-01-07 21:30:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7233.50 total_reward_ma:6913.09 loss:0.0871 fps:1348 +frame:3.79e+06 wall_t:2812 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8233 +2026-01-07 21:30:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7243.70 total_reward_ma:6925.74 loss:0.09813 fps:1348 +frame:3.80e+06 wall_t:2818 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.108 +2026-01-07 21:31:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7384.00 total_reward_ma:6939.11 loss:0.04272 fps:1349 +frame:3.81e+06 wall_t:2825 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.7124 +2026-01-07 21:31:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7394.20 total_reward_ma:6952.60 loss:0.09693 fps:1350 +frame:3.82e+06 wall_t:2830 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.069 +2026-01-07 21:31:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7398.40 total_reward_ma:6965.45 loss:0.06092 fps:1350 +frame:3.83e+06 wall_t:2836 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.9331 +2026-01-07 21:31:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7478.90 total_reward_ma:6978.68 loss:0.05465 fps:1351 +frame:3.84e+06 wall_t:2842 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.7991 +2026-01-07 21:31:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7449.20 total_reward_ma:6990.67 loss:0.05054 fps:1352 +frame:3.85e+06 wall_t:2847 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.075 +2026-01-07 21:31:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7473.00 total_reward_ma:7002.18 loss:0.1089 fps:1353 +frame:3.86e+06 wall_t:2853 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.12 +2026-01-07 21:31:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7476.90 total_reward_ma:7013.04 loss:0.1265 fps:1354 +frame:3.87e+06 wall_t:2859 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.04 +2026-01-07 21:31:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7437.70 total_reward_ma:7022.53 loss:0.1028 fps:1355 +frame:3.88e+06 wall_t:2864 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.05 +2026-01-07 21:31:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7398.40 total_reward_ma:7031.69 loss:0.076 fps:1355 +frame:3.89e+06 wall_t:2870 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.972 +2026-01-07 21:31:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7341.50 total_reward_ma:7039.09 loss:0.1285 fps:1356 +frame:3.90e+06 wall_t:2876 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.8851 +2026-01-07 21:32:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7321.20 total_reward_ma:7045.80 loss:0.05251 fps:1357 +frame:3.91e+06 wall_t:2882 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.9016 +2026-01-07 21:32:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7264.90 total_reward_ma:7051.49 loss:0.09282 fps:1357 +frame:3.92e+06 wall_t:2888 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.8564 +2026-01-07 21:32:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7264.40 total_reward_ma:7056.65 loss:0.05216 fps:1358 +frame:3.93e+06 wall_t:2893 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.15 +2026-01-07 21:32:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7256.20 total_reward_ma:7061.35 loss:0.08001 fps:1359 +frame:3.94e+06 wall_t:2899 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.9362 +2026-01-07 21:32:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7291.70 total_reward_ma:7066.93 loss:0.05262 fps:1360 +frame:3.95e+06 wall_t:2905 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.9084 +2026-01-07 21:32:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7254.90 total_reward_ma:7071.96 loss:0.1653 fps:1360 +frame:3.96e+06 wall_t:2911 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.157 +2026-01-07 21:32:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7250.30 total_reward_ma:7076.29 loss:0.09342 fps:1361 +frame:3.97e+06 wall_t:2917 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.7284 +2026-01-07 21:32:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7217.00 total_reward_ma:7080.25 loss:0.0865 fps:1362 +frame:3.98e+06 wall_t:2923 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.973 +2026-01-07 21:32:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7202.20 total_reward_ma:7084.35 loss:0.03729 fps:1362 +frame:3.99e+06 wall_t:2929 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.261 +2026-01-07 21:32:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7254.40 total_reward_ma:7088.95 loss:0.1546 fps:1363 +frame:4.00e+06 wall_t:2935 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.8984 +2026-01-07 21:33:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7155.90 total_reward_ma:7091.79 loss:0.04577 fps:1363 +frame:4.01e+06 wall_t:2941 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.035 +2026-01-07 21:33:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7172.10 total_reward_ma:7094.76 loss:0.136 fps:1365 +frame:4.02e+06 wall_t:2946 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.9957 +2026-01-07 21:33:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7207.90 total_reward_ma:7098.02 loss:0.04464 fps:1365 +frame:4.03e+06 wall_t:2952 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.97 +2026-01-07 21:33:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7245.20 total_reward_ma:7101.75 loss:0.1228 fps:1366 +frame:4.04e+06 wall_t:2957 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.064 +2026-01-07 21:33:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7259.90 total_reward_ma:7105.73 loss:0.04582 fps:1367 +frame:4.05e+06 wall_t:2963 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.9343 +2026-01-07 21:33:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7256.80 total_reward_ma:7109.51 loss:0.09779 fps:1367 +frame:4.06e+06 wall_t:2969 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.01 +2026-01-07 21:33:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7224.80 total_reward_ma:7113.11 loss:0.1542 fps:1368 +frame:4.07e+06 wall_t:2975 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.2 +2026-01-07 21:33:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7240.20 total_reward_ma:7117.13 loss:0.09391 fps:1369 +frame:4.08e+06 wall_t:2981 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.9823 +2026-01-07 21:33:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7264.60 total_reward_ma:7121.41 loss:0.08173 fps:1369 +frame:4.09e+06 wall_t:2987 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.253 +2026-01-07 21:33:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7298.30 total_reward_ma:7125.17 loss:0.09294 fps:1370 +frame:4.10e+06 wall_t:2993 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.8772 +2026-01-07 21:33:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7443.30 total_reward_ma:7130.68 loss:0.0763 fps:1370 +frame:4.11e+06 wall_t:2999 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.028 +2026-01-07 21:34:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7405.50 total_reward_ma:7136.02 loss:0.1822 fps:1371 +frame:4.12e+06 wall_t:3005 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.9089 +2026-01-07 21:34:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7443.00 total_reward_ma:7141.91 loss:0.08147 fps:1372 +frame:4.13e+06 wall_t:3011 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.9697 +2026-01-07 21:34:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7378.70 total_reward_ma:7147.83 loss:0.07852 fps:1372 +frame:4.14e+06 wall_t:3017 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.8522 +2026-01-07 21:34:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7354.00 total_reward_ma:7153.68 loss:0.1556 fps:1373 +frame:4.15e+06 wall_t:3022 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.084 +2026-01-07 21:34:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7414.00 total_reward_ma:7159.98 loss:0.06354 fps:1373 +frame:4.16e+06 wall_t:3029 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.8667 +2026-01-07 21:34:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7457.30 total_reward_ma:7166.76 loss:0.06488 fps:1374 +frame:4.17e+06 wall_t:3035 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.7482 +2026-01-07 21:34:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7470.90 total_reward_ma:7173.67 loss:0.07781 fps:1375 +frame:4.18e+06 wall_t:3041 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.045 +2026-01-07 21:34:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7482.20 total_reward_ma:7180.41 loss:0.1343 fps:1376 +frame:4.19e+06 wall_t:3046 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.9495 +2026-01-07 21:34:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7449.20 total_reward_ma:7187.42 loss:0.04252 fps:1376 +frame:4.20e+06 wall_t:3052 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.884 +2026-01-07 21:34:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7366.00 total_reward_ma:7193.43 loss:0.05116 fps:1377 +frame:4.21e+06 wall_t:3058 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.028 +2026-01-07 21:35:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7426.70 total_reward_ma:7200.23 loss:0.08192 fps:1377 +frame:4.22e+06 wall_t:3064 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.163 +2026-01-07 21:35:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7395.80 total_reward_ma:7206.86 loss:0.04506 fps:1378 +frame:4.23e+06 wall_t:3070 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.011 +2026-01-07 21:35:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7351.90 total_reward_ma:7211.81 loss:0.1262 fps:1378 +frame:4.24e+06 wall_t:3077 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.9529 +2026-01-07 21:35:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7273.40 total_reward_ma:7214.91 loss:0.08281 fps:1379 +frame:4.25e+06 wall_t:3083 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.129 +2026-01-07 21:35:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7254.00 total_reward_ma:7218.26 loss:0.05641 fps:1379 +frame:4.26e+06 wall_t:3089 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.9579 +2026-01-07 21:35:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7241.80 total_reward_ma:7221.01 loss:0.1133 fps:1380 +frame:4.27e+06 wall_t:3095 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.086 +2026-01-07 21:35:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7268.30 total_reward_ma:7224.84 loss:0.07442 fps:1380 +frame:4.28e+06 wall_t:3101 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.124 +2026-01-07 21:35:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7294.40 total_reward_ma:7229.18 loss:0.04333 fps:1381 +frame:4.29e+06 wall_t:3107 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.04 +2026-01-07 21:35:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7316.20 total_reward_ma:7233.27 loss:0.07152 fps:1381 +frame:4.30e+06 wall_t:3113 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.067 +2026-01-07 21:35:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7324.10 total_reward_ma:7237.40 loss:0.04922 fps:1382 +frame:4.31e+06 wall_t:3119 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.179 +2026-01-07 21:36:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7267.70 total_reward_ma:7240.98 loss:0.03425 fps:1382 +frame:4.32e+06 wall_t:3125 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.028 +2026-01-07 21:36:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7290.30 total_reward_ma:7244.84 loss:0.04248 fps:1383 +frame:4.33e+06 wall_t:3132 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.098 +2026-01-07 21:36:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7321.60 total_reward_ma:7250.28 loss:0.02143 fps:1383 +frame:4.34e+06 wall_t:3138 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.6744 +2026-01-07 21:36:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7407.20 total_reward_ma:7256.59 loss:0.06404 fps:1384 +frame:4.35e+06 wall_t:3144 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.139 +2026-01-07 21:36:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7390.60 total_reward_ma:7262.93 loss:0.1018 fps:1384 +frame:4.36e+06 wall_t:3150 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.013 +2026-01-07 21:36:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7441.60 total_reward_ma:7269.53 loss:0.05527 fps:1384 +frame:4.37e+06 wall_t:3157 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.9473 +2026-01-07 21:36:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7435.20 total_reward_ma:7275.99 loss:0.1116 fps:1385 +frame:4.38e+06 wall_t:3163 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.1 +2026-01-07 21:36:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7427.10 total_reward_ma:7281.58 loss:0.0633 fps:1385 +frame:4.39e+06 wall_t:3169 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.8349 +2026-01-07 21:36:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7445.20 total_reward_ma:7287.86 loss:0.02462 fps:1386 +frame:4.40e+06 wall_t:3175 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.249 +2026-01-07 21:37:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7463.50 total_reward_ma:7294.24 loss:0.1254 fps:1386 +frame:4.41e+06 wall_t:3181 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.03 +2026-01-07 21:37:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7413.60 total_reward_ma:7300.22 loss:0.1444 fps:1387 +frame:4.42e+06 wall_t:3187 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.971 +2026-01-07 21:37:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7403.90 total_reward_ma:7305.19 loss:0.08173 fps:1387 +frame:4.43e+06 wall_t:3193 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.261 +2026-01-07 21:37:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7449.00 total_reward_ma:7310.32 loss:0.1075 fps:1388 +frame:4.44e+06 wall_t:3199 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.9352 +2026-01-07 21:37:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7418.10 total_reward_ma:7314.70 loss:0.09774 fps:1388 +frame:4.45e+06 wall_t:3205 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.27 +2026-01-07 21:37:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7361.10 total_reward_ma:7318.35 loss:0.08235 fps:1389 +frame:4.46e+06 wall_t:3211 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.9342 +2026-01-07 21:37:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7330.60 total_reward_ma:7320.86 loss:0.1311 fps:1389 +frame:4.47e+06 wall_t:3217 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.214 +2026-01-07 21:37:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7251.40 total_reward_ma:7322.50 loss:0.1216 fps:1390 +frame:4.48e+06 wall_t:3223 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.26 +2026-01-07 21:37:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7130.20 total_reward_ma:7322.14 loss:0.119 fps:1391 +frame:4.49e+06 wall_t:3229 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.121 +2026-01-07 21:37:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7140.90 total_reward_ma:7321.69 loss:0.09376 fps:1391 +frame:4.50e+06 wall_t:3235 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.17 +2026-01-07 21:38:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7184.90 total_reward_ma:7321.01 loss:0.087 fps:1392 +frame:4.51e+06 wall_t:3241 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.155 +2026-01-07 21:38:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7222.90 total_reward_ma:7320.58 loss:0.1325 fps:1392 +frame:4.52e+06 wall_t:3247 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.128 +2026-01-07 21:38:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7222.40 total_reward_ma:7319.93 loss:0.0746 fps:1393 +frame:4.53e+06 wall_t:3253 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.144 +2026-01-07 21:38:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7226.00 total_reward_ma:7319.19 loss:0.05793 fps:1393 +frame:4.54e+06 wall_t:3259 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.8723 +2026-01-07 21:38:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7149.40 total_reward_ma:7317.36 loss:0.1654 fps:1394 +frame:4.55e+06 wall_t:3265 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.385 +2026-01-07 21:38:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7184.50 total_reward_ma:7316.44 loss:0.04566 fps:1394 +frame:4.56e+06 wall_t:3271 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8068 +2026-01-07 21:38:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7164.60 total_reward_ma:7315.04 loss:0.1051 fps:1395 +frame:4.57e+06 wall_t:3277 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.051 +2026-01-07 21:38:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7234.60 total_reward_ma:7313.75 loss:0.08639 fps:1395 +frame:4.58e+06 wall_t:3283 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.108 +2026-01-07 21:38:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7393.80 total_reward_ma:7313.75 loss:0.1482 fps:1396 +frame:4.59e+06 wall_t:3288 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.8858 +2026-01-07 21:38:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7362.40 total_reward_ma:7313.17 loss:0.05559 fps:1396 +frame:4.60e+06 wall_t:3294 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.237 +2026-01-07 21:38:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7382.00 total_reward_ma:7312.91 loss:0.05052 fps:1397 +frame:4.61e+06 wall_t:3299 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.848 +2026-01-07 21:39:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7339.00 total_reward_ma:7311.56 loss:0.1103 fps:1398 +frame:4.62e+06 wall_t:3305 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.8777 +2026-01-07 21:39:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7373.00 total_reward_ma:7310.71 loss:0.0698 fps:1398 +frame:4.63e+06 wall_t:3311 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.037 +2026-01-07 21:39:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7364.00 total_reward_ma:7310.06 loss:0.09413 fps:1399 +frame:4.64e+06 wall_t:3317 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.8196 +2026-01-07 21:39:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7425.40 total_reward_ma:7310.80 loss:0.07048 fps:1399 +frame:4.65e+06 wall_t:3323 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.103 +2026-01-07 21:39:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7444.50 total_reward_ma:7311.17 loss:0.06247 fps:1400 +frame:4.66e+06 wall_t:3329 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.6823 +2026-01-07 21:39:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7435.20 total_reward_ma:7311.18 loss:0.2088 fps:1400 +frame:4.67e+06 wall_t:3335 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.219 +2026-01-07 21:39:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7367.90 total_reward_ma:7310.67 loss:0.06184 fps:1401 +frame:4.68e+06 wall_t:3341 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.9638 +2026-01-07 21:39:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7342.70 total_reward_ma:7311.03 loss:0.08613 fps:1401 +frame:4.69e+06 wall_t:3347 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.9915 +2026-01-07 21:39:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7352.10 total_reward_ma:7311.82 loss:0.1124 fps:1402 +frame:4.70e+06 wall_t:3353 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.141 +2026-01-07 21:39:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7263.50 total_reward_ma:7313.10 loss:0.03053 fps:1402 +frame:4.71e+06 wall_t:3360 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.7519 +2026-01-07 21:40:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7240.90 total_reward_ma:7314.65 loss:0.2104 fps:1402 +frame:4.72e+06 wall_t:3366 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.362 +2026-01-07 21:40:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7201.70 total_reward_ma:7315.35 loss:0.08446 fps:1403 +frame:4.73e+06 wall_t:3372 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.9197 +2026-01-07 21:40:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7175.80 total_reward_ma:7316.58 loss:0.1344 fps:1403 +frame:4.74e+06 wall_t:3378 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.061 +2026-01-07 21:40:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7108.10 total_reward_ma:7316.73 loss:0.04553 fps:1404 +frame:4.75e+06 wall_t:3383 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.002 +2026-01-07 21:40:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7152.90 total_reward_ma:7317.31 loss:0.04839 fps:1405 +frame:4.76e+06 wall_t:3389 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.955 +2026-01-07 21:40:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7152.60 total_reward_ma:7317.96 loss:0.07214 fps:1405 +frame:4.77e+06 wall_t:3395 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.196 +2026-01-07 21:40:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7256.70 total_reward_ma:7319.35 loss:0.07708 fps:1406 +frame:4.78e+06 wall_t:3400 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.128 +2026-01-07 21:40:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7224.40 total_reward_ma:7319.26 loss:0.06635 fps:1406 +frame:4.79e+06 wall_t:3406 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.197 +2026-01-07 21:40:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7289.40 total_reward_ma:7319.72 loss:0.05875 fps:1407 +frame:4.80e+06 wall_t:3412 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.032 +2026-01-07 21:40:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7305.00 total_reward_ma:7318.93 loss:0.07782 fps:1407 +frame:4.81e+06 wall_t:3418 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.9753 +2026-01-07 21:41:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7329.70 total_reward_ma:7318.28 loss:0.1672 fps:1408 +frame:4.82e+06 wall_t:3424 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.012 +2026-01-07 21:41:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7299.60 total_reward_ma:7317.30 loss:0.08264 fps:1408 +frame:4.83e+06 wall_t:3431 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.006 +2026-01-07 21:41:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7329.50 total_reward_ma:7315.80 loss:0.0687 fps:1408 +frame:4.84e+06 wall_t:3437 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.8743 +2026-01-07 21:41:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7372.50 total_reward_ma:7315.04 loss:0.03689 fps:1409 +frame:4.85e+06 wall_t:3443 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.109 +2026-01-07 21:41:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7392.50 total_reward_ma:7314.23 loss:0.0782 fps:1409 +frame:4.86e+06 wall_t:3449 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.9471 +2026-01-07 21:41:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7401.20 total_reward_ma:7313.47 loss:0.148 fps:1410 +frame:4.87e+06 wall_t:3455 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.9011 +2026-01-07 21:41:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7360.70 total_reward_ma:7312.70 loss:0.02861 fps:1410 +frame:4.88e+06 wall_t:3461 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.001 +2026-01-07 21:41:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7401.70 total_reward_ma:7312.74 loss:0.1451 fps:1410 +frame:4.89e+06 wall_t:3467 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.147 +2026-01-07 21:41:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7350.40 total_reward_ma:7312.82 loss:0.0773 fps:1411 +frame:4.90e+06 wall_t:3473 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.047 +2026-01-07 21:41:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7374.40 total_reward_ma:7313.36 loss:0.05393 fps:1411 +frame:4.91e+06 wall_t:3479 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.9791 +2026-01-07 21:42:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7407.90 total_reward_ma:7314.79 loss:0.04277 fps:1412 +frame:4.92e+06 wall_t:3485 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.101 +2026-01-07 21:42:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7460.80 total_reward_ma:7316.75 loss:0.04963 fps:1413 +frame:4.93e+06 wall_t:3490 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.215 +2026-01-07 21:42:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7493.50 total_reward_ma:7319.12 loss:0.01094 fps:1413 +frame:4.94e+06 wall_t:3496 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.9497 +2026-01-07 21:42:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7521.20 total_reward_ma:7321.42 loss:0.07623 fps:1413 +frame:4.95e+06 wall_t:3502 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.9924 +2026-01-07 21:42:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7498.80 total_reward_ma:7323.86 loss:0.0735 fps:1414 +frame:4.96e+06 wall_t:3507 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.024 +2026-01-07 21:42:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7545.70 total_reward_ma:7326.81 loss:0.07481 fps:1415 +frame:4.97e+06 wall_t:3513 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.8556 +2026-01-07 21:42:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7455.90 total_reward_ma:7329.20 loss:0.1003 fps:1415 +frame:4.98e+06 wall_t:3520 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.008 +2026-01-07 21:42:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7431.00 total_reward_ma:7331.49 loss:0.03639 fps:1415 +frame:4.99e+06 wall_t:3526 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.048 +2026-01-07 21:42:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7494.80 total_reward_ma:7333.89 loss:0.1324 fps:1416 +frame:5.00e+06 wall_t:3531 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.9409 +2026-01-07 21:42:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7458.20 total_reward_ma:7336.92 loss:0.1434 fps:1416 +frame:5.01e+06 wall_t:3537 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.9728 +2026-01-07 21:43:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7421.60 total_reward_ma:7339.41 loss:0.06966 fps:1417 +frame:5.02e+06 wall_t:3543 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.076 +2026-01-07 21:43:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7425.60 total_reward_ma:7341.59 loss:0.007264 fps:1417 +frame:5.03e+06 wall_t:3549 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.8513 +2026-01-07 21:43:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7388.50 total_reward_ma:7343.02 loss:0.08409 fps:1418 +frame:5.04e+06 wall_t:3555 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.185 +2026-01-07 21:43:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7414.10 total_reward_ma:7344.56 loss:0.04043 fps:1418 +frame:5.05e+06 wall_t:3561 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7896 +2026-01-07 21:43:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7437.70 total_reward_ma:7346.37 loss:0.05715 fps:1419 +frame:5.06e+06 wall_t:3566 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.116 +2026-01-07 21:43:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7416.80 total_reward_ma:7348.29 loss:0.03516 fps:1419 +frame:5.07e+06 wall_t:3572 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.8667 +2026-01-07 21:43:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7525.30 total_reward_ma:7351.14 loss:0.1228 fps:1420 +frame:5.08e+06 wall_t:3578 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.8814 +2026-01-07 21:43:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7586.50 total_reward_ma:7354.36 loss:0.1649 fps:1420 +frame:5.09e+06 wall_t:3584 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.127 +2026-01-07 21:43:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7594.90 total_reward_ma:7357.33 loss:0.02956 fps:1421 +frame:5.10e+06 wall_t:3590 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.8926 +2026-01-07 21:43:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7588.90 total_reward_ma:7358.78 loss:0.07235 fps:1421 +frame:5.11e+06 wall_t:3596 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.098 +2026-01-07 21:44:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7625.30 total_reward_ma:7360.98 loss:0.09992 fps:1421 +frame:5.12e+06 wall_t:3602 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.036 +2026-01-07 21:44:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7680.20 total_reward_ma:7363.35 loss:0.03223 fps:1422 +frame:5.13e+06 wall_t:3608 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.8856 +2026-01-07 21:44:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7610.10 total_reward_ma:7365.67 loss:0.1934 fps:1422 +frame:5.14e+06 wall_t:3614 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.146 +2026-01-07 21:44:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7532.10 total_reward_ma:7367.45 loss:0.1249 fps:1423 +frame:5.15e+06 wall_t:3620 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.9784 +2026-01-07 21:44:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7488.90 total_reward_ma:7368.20 loss:0.06424 fps:1423 +frame:5.16e+06 wall_t:3626 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.091 +2026-01-07 21:44:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7506.70 total_reward_ma:7368.69 loss:0.04946 fps:1423 +frame:5.17e+06 wall_t:3632 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.211 +2026-01-07 21:44:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7518.40 total_reward_ma:7369.17 loss:0.01246 fps:1424 +frame:5.18e+06 wall_t:3638 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.836 +2026-01-07 21:44:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7474.40 total_reward_ma:7369.09 loss:0.06635 fps:1424 +frame:5.19e+06 wall_t:3644 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.9219 +2026-01-07 21:44:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7456.00 total_reward_ma:7369.16 loss:0.09094 fps:1425 +frame:5.20e+06 wall_t:3650 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.9856 +2026-01-07 21:44:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7460.10 total_reward_ma:7370.10 loss:0.1207 fps:1425 +frame:5.21e+06 wall_t:3655 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.7777 +2026-01-07 21:45:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7396.40 total_reward_ma:7369.79 loss:0.0605 fps:1426 +frame:5.22e+06 wall_t:3661 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.14 +2026-01-07 21:45:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7400.70 total_reward_ma:7369.84 loss:0.03061 fps:1426 +frame:5.23e+06 wall_t:3667 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.023 +2026-01-07 21:45:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7476.40 total_reward_ma:7371.09 loss:0.04727 fps:1426 +frame:5.24e+06 wall_t:3674 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.9084 +2026-01-07 21:45:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7504.70 total_reward_ma:7373.40 loss:0.06029 fps:1427 +frame:5.25e+06 wall_t:3680 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.9847 +2026-01-07 21:45:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7530.30 total_reward_ma:7376.16 loss:0.09205 fps:1427 +frame:5.26e+06 wall_t:3686 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.138 +2026-01-07 21:45:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7520.70 total_reward_ma:7378.95 loss:0.03204 fps:1427 +frame:5.27e+06 wall_t:3693 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.9654 +2026-01-07 21:45:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7492.50 total_reward_ma:7381.20 loss:0.08969 fps:1427 +frame:5.28e+06 wall_t:3699 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.029 +2026-01-07 21:45:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7543.60 total_reward_ma:7383.69 loss:0.05649 fps:1428 +frame:5.29e+06 wall_t:3705 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.9024 +2026-01-07 21:45:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7515.60 total_reward_ma:7385.68 loss:0.09365 fps:1429 +frame:5.30e+06 wall_t:3710 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.9027 +2026-01-07 21:45:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7516.30 total_reward_ma:7387.60 loss:0.02692 fps:1429 +frame:5.31e+06 wall_t:3716 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.002 +2026-01-07 21:46:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7538.80 total_reward_ma:7390.32 loss:0.02073 fps:1429 +frame:5.32e+06 wall_t:3722 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.8106 +2026-01-07 21:46:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7532.80 total_reward_ma:7392.74 loss:0.1181 fps:1430 +frame:5.33e+06 wall_t:3728 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.235 +2026-01-07 21:46:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7462.60 total_reward_ma:7394.15 loss:0.06094 fps:1430 +frame:5.34e+06 wall_t:3734 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.07 +2026-01-07 21:46:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7469.70 total_reward_ma:7394.78 loss:0.07568 fps:1430 +frame:5.35e+06 wall_t:3740 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.9474 +2026-01-07 21:46:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7445.00 total_reward_ma:7395.32 loss:0.04344 fps:1431 +frame:5.36e+06 wall_t:3746 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.7867 +2026-01-07 21:46:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7328.70 total_reward_ma:7394.19 loss:0.06765 fps:1431 +frame:5.37e+06 wall_t:3752 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.188 +2026-01-07 21:46:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7403.60 total_reward_ma:7393.87 loss:0.06032 fps:1432 +frame:5.38e+06 wall_t:3757 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.8733 +2026-01-07 21:46:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7443.70 total_reward_ma:7394.04 loss:0.07479 fps:1432 +frame:5.39e+06 wall_t:3763 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.7871 +2026-01-07 21:46:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7465.20 total_reward_ma:7394.24 loss:0.03039 fps:1433 +frame:5.40e+06 wall_t:3769 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.9151 +2026-01-07 21:46:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7475.10 total_reward_ma:7394.36 loss:0.07948 fps:1433 +frame:5.41e+06 wall_t:3776 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.072 +2026-01-07 21:47:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7474.50 total_reward_ma:7394.96 loss:0.05236 fps:1433 +frame:5.42e+06 wall_t:3782 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.285 +2026-01-07 21:47:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7498.70 total_reward_ma:7395.91 loss:0.01255 fps:1433 +frame:5.43e+06 wall_t:3788 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.7977 +2026-01-07 21:47:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7589.60 total_reward_ma:7397.32 loss:0.1148 fps:1434 +frame:5.44e+06 wall_t:3794 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.8795 +2026-01-07 21:47:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7550.00 total_reward_ma:7398.64 loss:0.08116 fps:1434 +frame:5.45e+06 wall_t:3800 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.9961 +2026-01-07 21:47:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7576.70 total_reward_ma:7400.79 loss:0.1374 fps:1435 +frame:5.46e+06 wall_t:3806 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.7767 +2026-01-07 21:47:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7559.20 total_reward_ma:7403.08 loss:0.1532 fps:1435 +frame:5.47e+06 wall_t:3811 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.064 +2026-01-07 21:47:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7584.00 total_reward_ma:7406.41 loss:0.0935 fps:1436 +frame:5.48e+06 wall_t:3817 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.9482 +2026-01-07 21:47:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7497.40 total_reward_ma:7410.08 loss:0.07356 fps:1436 +frame:5.49e+06 wall_t:3823 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.873 +2026-01-07 21:47:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7509.90 total_reward_ma:7413.77 loss:0.03415 fps:1436 +frame:5.50e+06 wall_t:3829 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.9686 +2026-01-07 21:47:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7502.50 total_reward_ma:7416.94 loss:0.0461 fps:1437 +frame:5.51e+06 wall_t:3835 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.821 +2026-01-07 21:48:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7466.80 total_reward_ma:7419.38 loss:0.1122 fps:1437 +frame:5.52e+06 wall_t:3841 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.017 +2026-01-07 21:48:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7352.40 total_reward_ma:7420.68 loss:0.1357 fps:1437 +frame:5.53e+06 wall_t:3847 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.09 +2026-01-07 21:48:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7337.90 total_reward_ma:7421.80 loss:0.02639 fps:1438 +frame:5.54e+06 wall_t:3853 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.8771 +2026-01-07 21:48:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7329.70 total_reward_ma:7423.60 loss:0.1454 fps:1439 +frame:5.55e+06 wall_t:3858 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.153 +2026-01-07 21:48:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7360.40 total_reward_ma:7425.36 loss:0.1419 fps:1439 +frame:5.56e+06 wall_t:3865 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.906 +2026-01-07 21:48:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7385.20 total_reward_ma:7427.57 loss:0.0337 fps:1439 +frame:5.57e+06 wall_t:3871 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.035 +2026-01-07 21:48:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7395.30 total_reward_ma:7429.18 loss:0.03079 fps:1439 +frame:5.58e+06 wall_t:3877 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.897 +2026-01-07 21:48:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7457.70 total_reward_ma:7429.82 loss:0.1185 fps:1440 +frame:5.59e+06 wall_t:3883 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.9996 +2026-01-07 21:48:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7424.60 total_reward_ma:7430.44 loss:0.05923 fps:1440 +frame:5.60e+06 wall_t:3890 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.9315 +2026-01-07 21:48:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7404.50 total_reward_ma:7430.66 loss:0.04015 fps:1440 +frame:5.61e+06 wall_t:3896 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.9639 +2026-01-07 21:49:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7317.50 total_reward_ma:7430.45 loss:0.04926 fps:1440 +frame:5.62e+06 wall_t:3902 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.8639 +2026-01-07 21:49:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7306.90 total_reward_ma:7429.79 loss:0.04589 fps:1441 +frame:5.63e+06 wall_t:3908 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.9889 +2026-01-07 21:49:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7475.00 total_reward_ma:7430.90 loss:0.1252 fps:1441 +frame:5.64e+06 wall_t:3913 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.8729 +2026-01-07 21:49:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7452.40 total_reward_ma:7431.17 loss:0.1344 fps:1442 +frame:5.65e+06 wall_t:3919 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.024 +2026-01-07 21:49:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7391.90 total_reward_ma:7430.64 loss:0.1468 fps:1442 +frame:5.66e+06 wall_t:3925 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.021 +2026-01-07 21:49:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7354.20 total_reward_ma:7429.83 loss:0.1495 fps:1442 +frame:5.67e+06 wall_t:3931 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.084 +2026-01-07 21:49:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7271.10 total_reward_ma:7428.86 loss:0.06286 fps:1443 +frame:5.68e+06 wall_t:3937 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.048 +2026-01-07 21:49:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7185.50 total_reward_ma:7427.29 loss:0.1071 fps:1443 +frame:5.69e+06 wall_t:3943 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.015 +2026-01-07 21:49:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7220.30 total_reward_ma:7425.97 loss:0.05461 fps:1443 +frame:5.70e+06 wall_t:3949 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.9479 +2026-01-07 21:49:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7218.30 total_reward_ma:7425.52 loss:0.08428 fps:1444 +frame:5.71e+06 wall_t:3955 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.026 +2026-01-07 21:50:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7308.60 total_reward_ma:7426.20 loss:0.1293 fps:1444 +frame:5.72e+06 wall_t:3961 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.165 +2026-01-07 21:50:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7305.80 total_reward_ma:7427.24 loss:0.0726 fps:1445 +frame:5.73e+06 wall_t:3966 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.9245 +2026-01-07 21:50:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7293.70 total_reward_ma:7428.42 loss:0.1079 fps:1445 +frame:5.74e+06 wall_t:3973 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.144 +2026-01-07 21:50:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7335.60 total_reward_ma:7430.69 loss:0.05287 fps:1445 +frame:5.75e+06 wall_t:3979 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.047 +2026-01-07 21:50:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7384.90 total_reward_ma:7433.01 loss:0.1091 fps:1445 +frame:5.76e+06 wall_t:3986 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.059 +2026-01-07 21:50:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7459.50 total_reward_ma:7436.08 loss:0.04684 fps:1446 +frame:5.77e+06 wall_t:3991 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.881 +2026-01-07 21:50:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7545.30 total_reward_ma:7438.97 loss:0.08485 fps:1446 +frame:5.78e+06 wall_t:3997 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.027 +2026-01-07 21:50:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7579.20 total_reward_ma:7442.52 loss:0.112 fps:1446 +frame:5.79e+06 wall_t:4003 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.163 +2026-01-07 21:50:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7614.40 total_reward_ma:7445.77 loss:0.05634 fps:1447 +frame:5.80e+06 wall_t:4009 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.036 +2026-01-07 21:50:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7591.80 total_reward_ma:7448.63 loss:0.07509 fps:1447 +frame:5.81e+06 wall_t:4015 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.3 +2026-01-07 21:51:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7551.10 total_reward_ma:7450.85 loss:0.1329 fps:1447 +frame:5.82e+06 wall_t:4021 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.269 +2026-01-07 21:51:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7580.20 total_reward_ma:7453.65 loss:0.07394 fps:1447 +frame:5.83e+06 wall_t:4028 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.036 +2026-01-07 21:51:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7516.10 total_reward_ma:7455.52 loss:0.07112 fps:1448 +frame:5.84e+06 wall_t:4033 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.138 +2026-01-07 21:51:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7521.50 total_reward_ma:7457.01 loss:0.05954 fps:1448 +frame:5.85e+06 wall_t:4039 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.075 +2026-01-07 21:51:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7527.80 total_reward_ma:7458.36 loss:0.1233 fps:1449 +frame:5.86e+06 wall_t:4045 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.084 +2026-01-07 21:51:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7504.90 total_reward_ma:7459.40 loss:0.08377 fps:1449 +frame:5.87e+06 wall_t:4051 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.271 +2026-01-07 21:51:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7506.90 total_reward_ma:7460.86 loss:0.01193 fps:1449 +frame:5.88e+06 wall_t:4057 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.9991 +2026-01-07 21:51:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7456.60 total_reward_ma:7461.41 loss:0.1046 fps:1450 +frame:5.89e+06 wall_t:4063 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.271 +2026-01-07 21:51:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7476.80 total_reward_ma:7462.67 loss:0.08916 fps:1450 +frame:5.90e+06 wall_t:4068 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.059 +2026-01-07 21:51:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7504.70 total_reward_ma:7463.98 loss:0.08183 fps:1450 +frame:5.91e+06 wall_t:4075 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.9406 +2026-01-07 21:52:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7544.00 total_reward_ma:7465.34 loss:0.01993 fps:1451 +frame:5.92e+06 wall_t:4081 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.223 +2026-01-07 21:52:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7572.10 total_reward_ma:7466.45 loss:0.1396 fps:1451 +frame:5.93e+06 wall_t:4087 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.033 +2026-01-07 21:52:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7466.60 total_reward_ma:7466.18 loss:0.0247 fps:1451 +frame:5.94e+06 wall_t:4093 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.131 +2026-01-07 21:52:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7575.30 total_reward_ma:7466.72 loss:0.1095 fps:1452 +frame:5.95e+06 wall_t:4099 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.079 +2026-01-07 21:52:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7538.40 total_reward_ma:7467.12 loss:0.0494 fps:1452 +frame:5.96e+06 wall_t:4105 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.075 +2026-01-07 21:52:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7523.60 total_reward_ma:7466.90 loss:0.1407 fps:1452 +frame:5.97e+06 wall_t:4111 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.036 +2026-01-07 21:52:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7552.80 total_reward_ma:7467.87 loss:0.09789 fps:1453 +frame:5.98e+06 wall_t:4116 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.182 +2026-01-07 21:52:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7536.90 total_reward_ma:7468.93 loss:0.1049 fps:1453 +frame:5.99e+06 wall_t:4122 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.133 +2026-01-07 21:52:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7582.30 total_reward_ma:7469.80 loss:0.05323 fps:1453 +frame:6.00e+06 wall_t:4128 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.9743 +2026-01-07 21:52:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7508.50 total_reward_ma:7470.31 loss:0.0851 fps:1454 +frame:6.01e+06 wall_t:4134 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 21:53:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7516.30 total_reward_ma:7471.25 loss:0.1907 fps:1454 +frame:6.02e+06 wall_t:4140 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 21:53:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7477.90 total_reward_ma:7471.77 loss:0.08255 fps:1454 +frame:6.03e+06 wall_t:4146 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 21:53:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7532.20 total_reward_ma:7473.21 loss:0.06876 fps:1455 +frame:6.04e+06 wall_t:4152 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.866 +2026-01-07 21:53:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7512.10 total_reward_ma:7474.19 loss:0.06787 fps:1455 +frame:6.05e+06 wall_t:4158 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 21:53:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7529.00 total_reward_ma:7475.10 loss:0.04955 fps:1456 +frame:6.06e+06 wall_t:4163 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.9358 +2026-01-07 21:53:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7531.80 total_reward_ma:7476.25 loss:0.05561 fps:1456 +frame:6.07e+06 wall_t:4169 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.997 +2026-01-07 21:53:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7497.10 total_reward_ma:7475.97 loss:0.0226 fps:1456 +frame:6.08e+06 wall_t:4175 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.9878 +2026-01-07 21:53:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7523.10 total_reward_ma:7475.34 loss:0.1034 fps:1457 +frame:6.09e+06 wall_t:4181 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.959 +2026-01-07 21:53:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7411.40 total_reward_ma:7473.50 loss:0.0961 fps:1457 +frame:6.10e+06 wall_t:4187 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.317 +2026-01-07 21:53:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7461.70 total_reward_ma:7472.23 loss:0.1044 fps:1457 +frame:6.11e+06 wall_t:4193 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.8573 +2026-01-07 21:53:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7380.70 total_reward_ma:7469.79 loss:0.01158 fps:1457 +frame:6.12e+06 wall_t:4199 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.6929 +2026-01-07 21:54:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7423.70 total_reward_ma:7467.22 loss:0.03984 fps:1458 +frame:6.13e+06 wall_t:4205 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.993 +2026-01-07 21:54:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7451.10 total_reward_ma:7465.63 loss:0.006685 fps:1458 +frame:6.14e+06 wall_t:4211 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.9588 +2026-01-07 21:54:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7515.90 total_reward_ma:7465.47 loss:0.02771 fps:1459 +frame:6.15e+06 wall_t:4216 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 21:54:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7505.90 total_reward_ma:7465.64 loss:0.037 fps:1459 +frame:6.16e+06 wall_t:4222 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 21:54:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7525.00 total_reward_ma:7465.82 loss:0.04905 fps:1459 +frame:6.17e+06 wall_t:4229 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 21:54:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7581.10 total_reward_ma:7466.45 loss:0.1233 fps:1459 +frame:6.18e+06 wall_t:4235 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.29 +2026-01-07 21:54:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7608.00 total_reward_ma:7467.79 loss:0.04559 fps:1460 +frame:6.19e+06 wall_t:4241 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.9886 +2026-01-07 21:54:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7656.70 total_reward_ma:7469.79 loss:0.02712 fps:1460 +frame:6.20e+06 wall_t:4247 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 21:54:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7705.40 total_reward_ma:7472.24 loss:0.06117 fps:1460 +frame:6.21e+06 wall_t:4253 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.8785 +2026-01-07 21:55:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7764.20 total_reward_ma:7475.92 loss:0.0644 fps:1460 +frame:6.22e+06 wall_t:4260 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.9838 +2026-01-07 21:55:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7751.00 total_reward_ma:7479.43 loss:0.001231 fps:1461 +frame:6.23e+06 wall_t:4265 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.9158 +2026-01-07 21:55:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7790.20 total_reward_ma:7482.56 loss:0.07415 fps:1461 +frame:6.24e+06 wall_t:4271 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.8774 +2026-01-07 21:55:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7736.10 total_reward_ma:7484.88 loss:0.1079 fps:1461 +frame:6.25e+06 wall_t:4278 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 21:55:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7728.20 total_reward_ma:7486.86 loss:0.01577 fps:1462 +frame:6.26e+06 wall_t:4283 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 21:55:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7750.50 total_reward_ma:7489.15 loss:0.1473 fps:1462 +frame:6.27e+06 wall_t:4290 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 21:55:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7762.60 total_reward_ma:7491.86 loss:0.07441 fps:1462 +frame:6.28e+06 wall_t:4295 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 21:55:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7788.80 total_reward_ma:7494.31 loss:0.1336 fps:1462 +frame:6.29e+06 wall_t:4301 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 21:55:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7784.30 total_reward_ma:7497.00 loss:0.04741 fps:1463 +frame:6.30e+06 wall_t:4307 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.9216 +2026-01-07 21:55:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7819.10 total_reward_ma:7500.02 loss:0.07165 fps:1463 +frame:6.31e+06 wall_t:4313 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 21:55:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7782.40 total_reward_ma:7502.46 loss:0.07033 fps:1464 +frame:6.32e+06 wall_t:4318 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.9189 +2026-01-07 21:56:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7802.10 total_reward_ma:7505.15 loss:0.05886 fps:1464 +frame:6.33e+06 wall_t:4324 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 21:56:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7837.40 total_reward_ma:7508.90 loss:0.0782 fps:1464 +frame:6.34e+06 wall_t:4331 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 21:56:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7815.70 total_reward_ma:7512.36 loss:0.09536 fps:1464 +frame:6.35e+06 wall_t:4337 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 21:56:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7792.00 total_reward_ma:7515.83 loss:0.08048 fps:1464 +frame:6.36e+06 wall_t:4343 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 21:56:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7786.20 total_reward_ma:7520.40 loss:0.06713 fps:1465 +frame:6.37e+06 wall_t:4349 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 21:56:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7733.20 total_reward_ma:7523.70 loss:0.108 fps:1465 +frame:6.38e+06 wall_t:4355 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 21:56:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7731.20 total_reward_ma:7526.58 loss:0.07638 fps:1465 +frame:6.39e+06 wall_t:4361 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 21:56:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7727.70 total_reward_ma:7529.20 loss:0.09648 fps:1466 +frame:6.40e+06 wall_t:4367 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.303 +2026-01-07 21:56:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7741.30 total_reward_ma:7531.86 loss:0.06164 fps:1466 +frame:6.41e+06 wall_t:4372 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.8168 +2026-01-07 21:56:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7742.00 total_reward_ma:7534.54 loss:0.08098 fps:1466 +frame:6.42e+06 wall_t:4378 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.9832 +2026-01-07 21:57:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7804.20 total_reward_ma:7537.59 loss:0.04975 fps:1467 +frame:6.43e+06 wall_t:4383 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 21:57:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7789.00 total_reward_ma:7539.59 loss:0.04007 fps:1467 +frame:6.44e+06 wall_t:4389 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 21:57:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7746.10 total_reward_ma:7541.55 loss:0.02404 fps:1468 +frame:6.45e+06 wall_t:4395 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.229 +2026-01-07 21:57:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7832.50 total_reward_ma:7544.11 loss:0.01168 fps:1468 +frame:6.46e+06 wall_t:4401 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.783 +2026-01-07 21:57:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7834.10 total_reward_ma:7546.86 loss:0.2103 fps:1468 +frame:6.47e+06 wall_t:4407 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.293 +2026-01-07 21:57:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7896.30 total_reward_ma:7549.98 loss:0.0787 fps:1468 +frame:6.48e+06 wall_t:4413 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.9168 +2026-01-07 21:57:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7886.50 total_reward_ma:7553.87 loss:0.07457 fps:1469 +frame:6.49e+06 wall_t:4418 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.891 +2026-01-07 21:57:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7873.40 total_reward_ma:7557.50 loss:0.0377 fps:1469 +frame:6.50e+06 wall_t:4424 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.8738 +2026-01-07 21:57:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7835.20 total_reward_ma:7560.83 loss:0.04167 fps:1469 +frame:6.51e+06 wall_t:4431 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.9406 +2026-01-07 21:57:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7792.40 total_reward_ma:7564.09 loss:0.1519 fps:1469 +frame:6.52e+06 wall_t:4437 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 21:58:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7723.90 total_reward_ma:7567.80 loss:0.08091 fps:1470 +frame:6.53e+06 wall_t:4443 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.9623 +2026-01-07 21:58:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7680.00 total_reward_ma:7571.22 loss:0.0465 fps:1470 +frame:6.54e+06 wall_t:4449 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.8673 +2026-01-07 21:58:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7545.20 total_reward_ma:7573.38 loss:0.09462 fps:1470 +frame:6.55e+06 wall_t:4455 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.9941 +2026-01-07 21:58:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7539.30 total_reward_ma:7575.17 loss:0.02636 fps:1471 +frame:6.56e+06 wall_t:4460 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 21:58:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7552.80 total_reward_ma:7576.84 loss:0.1197 fps:1471 +frame:6.57e+06 wall_t:4466 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 21:58:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7538.80 total_reward_ma:7578.28 loss:0.05401 fps:1471 +frame:6.58e+06 wall_t:4472 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 21:58:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7558.00 total_reward_ma:7579.28 loss:0.02933 fps:1472 +frame:6.59e+06 wall_t:4478 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 21:58:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7512.40 total_reward_ma:7580.16 loss:0.08767 fps:1472 +frame:6.60e+06 wall_t:4484 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.9985 +2026-01-07 21:58:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7528.80 total_reward_ma:7581.40 loss:0.03579 fps:1472 +frame:6.61e+06 wall_t:4490 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.9914 +2026-01-07 21:58:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7502.90 total_reward_ma:7583.26 loss:0.05095 fps:1472 +frame:6.62e+06 wall_t:4496 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.9549 +2026-01-07 21:59:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7574.80 total_reward_ma:7585.94 loss:0.04336 fps:1473 +frame:6.63e+06 wall_t:4502 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 21:59:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7582.60 total_reward_ma:7587.01 loss:0.04633 fps:1473 +frame:6.64e+06 wall_t:4508 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.8688 +2026-01-07 21:59:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7609.70 total_reward_ma:7588.58 loss:0.1038 fps:1473 +frame:6.65e+06 wall_t:4514 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 21:59:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7741.00 total_reward_ma:7592.08 loss:0.06008 fps:1474 +frame:6.66e+06 wall_t:4519 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.9988 +2026-01-07 21:59:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7748.90 total_reward_ma:7596.02 loss:0.07467 fps:1474 +frame:6.67e+06 wall_t:4525 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 21:59:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7746.40 total_reward_ma:7600.77 loss:0.01676 fps:1474 +frame:6.68e+06 wall_t:4531 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.9985 +2026-01-07 21:59:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7739.90 total_reward_ma:7606.32 loss:0.06739 fps:1474 +frame:6.69e+06 wall_t:4538 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 21:59:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7752.10 total_reward_ma:7611.64 loss:0.07298 fps:1474 +frame:6.70e+06 wall_t:4544 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 21:59:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7763.50 total_reward_ma:7617.09 loss:0.04941 fps:1475 +frame:6.71e+06 wall_t:4550 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.9344 +2026-01-07 21:59:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7756.90 total_reward_ma:7621.57 loss:0.02745 fps:1475 +frame:6.72e+06 wall_t:4556 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.9794 +2026-01-07 22:00:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7768.20 total_reward_ma:7626.20 loss:0.05004 fps:1475 +frame:6.73e+06 wall_t:4562 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:00:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7769.70 total_reward_ma:7630.96 loss:0.0592 fps:1475 +frame:6.74e+06 wall_t:4568 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:00:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7791.90 total_reward_ma:7635.52 loss:0.08963 fps:1476 +frame:6.75e+06 wall_t:4574 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 22:00:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7754.10 total_reward_ma:7639.21 loss:0.02111 fps:1476 +frame:6.76e+06 wall_t:4580 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 22:00:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7764.60 total_reward_ma:7642.26 loss:0.06097 fps:1476 +frame:6.77e+06 wall_t:4586 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:00:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7759.70 total_reward_ma:7644.41 loss:0.05847 fps:1476 +frame:6.78e+06 wall_t:4592 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:00:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7786.20 total_reward_ma:7646.48 loss:0.01779 fps:1477 +frame:6.79e+06 wall_t:4598 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 22:00:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7822.00 total_reward_ma:7648.55 loss:0.03496 fps:1477 +frame:6.80e+06 wall_t:4604 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.9925 +2026-01-07 22:00:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7837.90 total_reward_ma:7651.01 loss:0.02192 fps:1477 +frame:6.81e+06 wall_t:4610 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 22:00:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7906.10 total_reward_ma:7654.56 loss:0.1506 fps:1477 +frame:6.82e+06 wall_t:4616 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:01:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7911.90 total_reward_ma:7657.88 loss:0.05558 fps:1478 +frame:6.83e+06 wall_t:4622 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:01:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7908.70 total_reward_ma:7661.81 loss:0.00932 fps:1478 +frame:6.84e+06 wall_t:4628 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.8496 +2026-01-07 22:01:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7921.60 total_reward_ma:7665.81 loss:0.1301 fps:1479 +frame:6.85e+06 wall_t:4633 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.9616 +2026-01-07 22:01:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7904.30 total_reward_ma:7669.57 loss:0.04973 fps:1479 +frame:6.86e+06 wall_t:4639 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:01:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7956.20 total_reward_ma:7674.08 loss:0.04545 fps:1479 +frame:6.87e+06 wall_t:4645 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.9883 +2026-01-07 22:01:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7964.00 total_reward_ma:7678.66 loss:0.03238 fps:1479 +frame:6.88e+06 wall_t:4651 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.074 +2026-01-07 22:01:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7980.60 total_reward_ma:7683.90 loss:0.06373 fps:1479 +frame:6.89e+06 wall_t:4657 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.9821 +2026-01-07 22:01:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7928.00 total_reward_ma:7688.41 loss:0.05824 fps:1480 +frame:6.90e+06 wall_t:4663 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.9411 +2026-01-07 22:01:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7880.30 total_reward_ma:7692.16 loss:0.02252 fps:1480 +frame:6.91e+06 wall_t:4669 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:01:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7881.20 total_reward_ma:7695.54 loss:0.0795 fps:1481 +frame:6.92e+06 wall_t:4674 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:02:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7889.00 total_reward_ma:7698.71 loss:0.08195 fps:1481 +frame:6.93e+06 wall_t:4680 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 22:02:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7827.90 total_reward_ma:7702.32 loss:0.007617 fps:1481 +frame:6.94e+06 wall_t:4686 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.8533 +2026-01-07 22:02:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7828.60 total_reward_ma:7704.85 loss:0.05413 fps:1481 +frame:6.95e+06 wall_t:4692 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 22:02:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7830.70 total_reward_ma:7707.77 loss:0.0314 fps:1481 +frame:6.96e+06 wall_t:4698 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.9897 +2026-01-07 22:02:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7816.70 total_reward_ma:7710.71 loss:0.1045 fps:1482 +frame:6.97e+06 wall_t:4704 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.9782 +2026-01-07 22:02:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7783.70 total_reward_ma:7713.01 loss:0.107 fps:1482 +frame:6.98e+06 wall_t:4710 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:02:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7788.40 total_reward_ma:7715.53 loss:0.113 fps:1483 +frame:6.99e+06 wall_t:4715 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:02:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7760.40 total_reward_ma:7717.31 loss:0.08907 fps:1483 +frame:7.00e+06 wall_t:4721 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.8551 +2026-01-07 22:02:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7726.40 total_reward_ma:7719.49 loss:0.1421 fps:1483 +frame:7.01e+06 wall_t:4726 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.9278 +2026-01-07 22:02:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7748.30 total_reward_ma:7721.81 loss:0.08239 fps:1484 +frame:7.02e+06 wall_t:4732 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 22:02:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7729.00 total_reward_ma:7724.32 loss:0.01615 fps:1484 +frame:7.03e+06 wall_t:4738 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.968 +2026-01-07 22:03:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7758.70 total_reward_ma:7726.58 loss:0.06128 fps:1484 +frame:7.04e+06 wall_t:4744 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.988 +2026-01-07 22:03:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7736.40 total_reward_ma:7728.83 loss:0.07686 fps:1484 +frame:7.05e+06 wall_t:4750 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 22:03:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7717.40 total_reward_ma:7730.71 loss:0.0665 fps:1484 +frame:7.06e+06 wall_t:4756 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.9171 +2026-01-07 22:03:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7758.00 total_reward_ma:7732.97 loss:0.03778 fps:1485 +frame:7.07e+06 wall_t:4762 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 22:03:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7728.50 total_reward_ma:7735.29 loss:0.1127 fps:1485 +frame:7.08e+06 wall_t:4768 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:03:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7757.60 total_reward_ma:7737.63 loss:0.05236 fps:1485 +frame:7.09e+06 wall_t:4773 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:03:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7780.60 total_reward_ma:7741.33 loss:0.06977 fps:1486 +frame:7.10e+06 wall_t:4779 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.9451 +2026-01-07 22:03:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7879.50 total_reward_ma:7745.50 loss:0.07601 fps:1486 +frame:7.11e+06 wall_t:4785 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.9213 +2026-01-07 22:03:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7873.80 total_reward_ma:7750.43 loss:0.04247 fps:1486 +frame:7.12e+06 wall_t:4791 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 22:03:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7891.30 total_reward_ma:7755.11 loss:-0.003644 fps:1486 +frame:7.13e+06 wall_t:4797 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.8614 +2026-01-07 22:04:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7884.00 total_reward_ma:7759.44 loss:0.1147 fps:1487 +frame:7.14e+06 wall_t:4803 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.201 +2026-01-07 22:04:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7915.60 total_reward_ma:7763.44 loss:0.03198 fps:1487 +frame:7.15e+06 wall_t:4809 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 22:04:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7933.30 total_reward_ma:7767.71 loss:0.0327 fps:1487 +frame:7.16e+06 wall_t:4815 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.8669 +2026-01-07 22:04:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7963.50 total_reward_ma:7772.10 loss:0.1245 fps:1488 +frame:7.17e+06 wall_t:4820 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 22:04:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7970.10 total_reward_ma:7775.99 loss:0.08381 fps:1488 +frame:7.18e+06 wall_t:4826 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.9307 +2026-01-07 22:04:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7990.80 total_reward_ma:7779.81 loss:0.06888 fps:1488 +frame:7.19e+06 wall_t:4833 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.954 +2026-01-07 22:04:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8010.00 total_reward_ma:7783.35 loss:0.03982 fps:1488 +frame:7.20e+06 wall_t:4839 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.9298 +2026-01-07 22:04:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7913.70 total_reward_ma:7785.43 loss:0.07129 fps:1488 +frame:7.21e+06 wall_t:4845 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.9492 +2026-01-07 22:04:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7857.60 total_reward_ma:7786.36 loss:0.06342 fps:1488 +frame:7.22e+06 wall_t:4851 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:04:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7858.00 total_reward_ma:7787.43 loss:0.05975 fps:1489 +frame:7.23e+06 wall_t:4857 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.9677 +2026-01-07 22:05:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7868.20 total_reward_ma:7788.21 loss:0.08499 fps:1489 +frame:7.24e+06 wall_t:4862 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 22:05:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7828.40 total_reward_ma:7789.14 loss:0.0278 fps:1489 +frame:7.25e+06 wall_t:4868 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:05:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7846.80 total_reward_ma:7790.32 loss:0.04928 fps:1490 +frame:7.26e+06 wall_t:4874 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:05:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7820.40 total_reward_ma:7791.02 loss:0.09172 fps:1490 +frame:7.27e+06 wall_t:4880 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 22:05:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7854.70 total_reward_ma:7791.94 loss:0.03304 fps:1490 +frame:7.28e+06 wall_t:4886 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:05:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7840.30 total_reward_ma:7792.46 loss:0.09963 fps:1490 +frame:7.29e+06 wall_t:4892 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:05:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7845.60 total_reward_ma:7793.07 loss:0.02471 fps:1490 +frame:7.30e+06 wall_t:4898 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.7908 +2026-01-07 22:05:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7747.20 total_reward_ma:7792.35 loss:0.07269 fps:1491 +frame:7.31e+06 wall_t:4904 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.298 +2026-01-07 22:05:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7785.70 total_reward_ma:7792.38 loss:0.03252 fps:1491 +frame:7.32e+06 wall_t:4910 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 22:05:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7837.00 total_reward_ma:7792.73 loss:0.03325 fps:1491 +frame:7.33e+06 wall_t:4915 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.962 +2026-01-07 22:06:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7812.40 total_reward_ma:7792.48 loss:0.06595 fps:1492 +frame:7.34e+06 wall_t:4921 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 22:06:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7868.40 total_reward_ma:7793.01 loss:0.06343 fps:1492 +frame:7.35e+06 wall_t:4927 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.9325 +2026-01-07 22:06:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7927.00 total_reward_ma:7794.36 loss:0.07463 fps:1492 +frame:7.36e+06 wall_t:4932 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 22:06:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7900.60 total_reward_ma:7795.50 loss:0.174 fps:1493 +frame:7.37e+06 wall_t:4938 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.9413 +2026-01-07 22:06:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7865.70 total_reward_ma:7796.83 loss:0.1128 fps:1493 +frame:7.38e+06 wall_t:4944 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 22:06:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7794.30 total_reward_ma:7797.46 loss:0.1456 fps:1493 +frame:7.39e+06 wall_t:4950 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.275 +2026-01-07 22:06:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7798.20 total_reward_ma:7798.17 loss:0.05945 fps:1493 +frame:7.40e+06 wall_t:4956 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:06:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7871.30 total_reward_ma:7799.46 loss:0.141 fps:1493 +frame:7.41e+06 wall_t:4962 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.9234 +2026-01-07 22:06:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7836.30 total_reward_ma:7800.41 loss:0.0247 fps:1494 +frame:7.42e+06 wall_t:4968 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.9517 +2026-01-07 22:06:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7833.20 total_reward_ma:7800.70 loss:0.1042 fps:1494 +frame:7.43e+06 wall_t:4973 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.98 +2026-01-07 22:06:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7864.60 total_reward_ma:7801.45 loss:0.03335 fps:1494 +frame:7.44e+06 wall_t:4979 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:07:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7879.00 total_reward_ma:7802.78 loss:0.1166 fps:1494 +frame:7.45e+06 wall_t:4985 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.9419 +2026-01-07 22:07:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7866.20 total_reward_ma:7803.12 loss:0.04803 fps:1494 +frame:7.46e+06 wall_t:4992 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.059 +2026-01-07 22:07:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7868.40 total_reward_ma:7803.46 loss:0.04728 fps:1495 +frame:7.47e+06 wall_t:4998 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.9335 +2026-01-07 22:07:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7870.30 total_reward_ma:7803.20 loss:0.05344 fps:1495 +frame:7.48e+06 wall_t:5003 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 22:07:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7883.70 total_reward_ma:7803.17 loss:0.01389 fps:1495 +frame:7.49e+06 wall_t:5009 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:07:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7932.00 total_reward_ma:7803.76 loss:0.04498 fps:1496 +frame:7.50e+06 wall_t:5015 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 22:07:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7976.50 total_reward_ma:7805.17 loss:-0.006945 fps:1496 +frame:7.51e+06 wall_t:5021 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.9911 +2026-01-07 22:07:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7963.90 total_reward_ma:7806.89 loss:0.06948 fps:1496 +frame:7.52e+06 wall_t:5027 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:07:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7967.40 total_reward_ma:7809.32 loss:0.05375 fps:1496 +frame:7.53e+06 wall_t:5033 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 22:07:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8049.70 total_reward_ma:7813.02 loss:-0.0009826 fps:1496 +frame:7.54e+06 wall_t:5039 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.9562 +2026-01-07 22:08:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7951.40 total_reward_ma:7817.08 loss:0.0791 fps:1496 +frame:7.55e+06 wall_t:5046 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 22:08:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7950.20 total_reward_ma:7821.19 loss:0.07848 fps:1496 +frame:7.56e+06 wall_t:5052 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:08:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7931.60 total_reward_ma:7824.98 loss:0.096 fps:1497 +frame:7.57e+06 wall_t:5058 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.8808 +2026-01-07 22:08:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7904.40 total_reward_ma:7828.64 loss:0.04779 fps:1497 +frame:7.58e+06 wall_t:5064 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:08:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7913.50 total_reward_ma:7832.19 loss:0.001577 fps:1497 +frame:7.59e+06 wall_t:5070 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:08:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7938.50 total_reward_ma:7836.45 loss:0.04815 fps:1497 +frame:7.60e+06 wall_t:5076 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.229 +2026-01-07 22:08:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7940.40 total_reward_ma:7840.57 loss:0.008042 fps:1498 +frame:7.61e+06 wall_t:5081 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.9106 +2026-01-07 22:08:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7920.20 total_reward_ma:7844.74 loss:0.0428 fps:1498 +frame:7.62e+06 wall_t:5088 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.188 +2026-01-07 22:08:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7906.50 total_reward_ma:7848.06 loss:0.04193 fps:1498 +frame:7.63e+06 wall_t:5094 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.9903 +2026-01-07 22:09:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7878.50 total_reward_ma:7851.02 loss:0.0669 fps:1498 +frame:7.64e+06 wall_t:5100 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:09:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7854.90 total_reward_ma:7853.47 loss:0.01662 fps:1498 +frame:7.65e+06 wall_t:5106 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.8798 +2026-01-07 22:09:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7899.60 total_reward_ma:7855.06 loss:0.2334 fps:1498 +frame:7.66e+06 wall_t:5113 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.9592 +2026-01-07 22:09:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7908.30 total_reward_ma:7856.65 loss:0.03402 fps:1498 +frame:7.67e+06 wall_t:5119 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:09:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7896.30 total_reward_ma:7858.15 loss:0.0267 fps:1499 +frame:7.68e+06 wall_t:5125 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.7682 +2026-01-07 22:09:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7897.90 total_reward_ma:7859.73 loss:0.01515 fps:1499 +frame:7.69e+06 wall_t:5131 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.9475 +2026-01-07 22:09:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7910.30 total_reward_ma:7861.31 loss:0.07989 fps:1499 +frame:7.70e+06 wall_t:5137 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 22:09:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7911.20 total_reward_ma:7862.79 loss:0.03781 fps:1499 +frame:7.71e+06 wall_t:5143 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.184 +2026-01-07 22:09:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7927.90 total_reward_ma:7864.50 loss:0.1707 fps:1499 +frame:7.72e+06 wall_t:5149 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.9088 +2026-01-07 22:09:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7952.80 total_reward_ma:7866.34 loss:0.09869 fps:1500 +frame:7.73e+06 wall_t:5155 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:10:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7964.20 total_reward_ma:7868.29 loss:0.02541 fps:1500 +frame:7.74e+06 wall_t:5161 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.9734 +2026-01-07 22:10:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7962.60 total_reward_ma:7870.00 loss:0.05556 fps:1500 +frame:7.75e+06 wall_t:5168 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.8667 +2026-01-07 22:10:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7988.60 total_reward_ma:7872.34 loss:0.07462 fps:1500 +frame:7.76e+06 wall_t:5174 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.9632 +2026-01-07 22:10:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8008.10 total_reward_ma:7874.78 loss:0.04726 fps:1500 +frame:7.77e+06 wall_t:5179 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.8628 +2026-01-07 22:10:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7994.30 total_reward_ma:7877.12 loss:0.1005 fps:1500 +frame:7.78e+06 wall_t:5185 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:10:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7996.70 total_reward_ma:7879.23 loss:0.1169 fps:1501 +frame:7.79e+06 wall_t:5191 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:10:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8042.50 total_reward_ma:7881.43 loss:0.02126 fps:1501 +frame:7.80e+06 wall_t:5198 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.9839 +2026-01-07 22:10:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8044.80 total_reward_ma:7883.50 loss:0.1348 fps:1501 +frame:7.81e+06 wall_t:5204 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.9027 +2026-01-07 22:10:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8060.80 total_reward_ma:7885.05 loss:0.08792 fps:1501 +frame:7.82e+06 wall_t:5211 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 22:10:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8062.50 total_reward_ma:7886.55 loss:0.05346 fps:1501 +frame:7.83e+06 wall_t:5217 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.9797 +2026-01-07 22:11:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8014.60 total_reward_ma:7887.61 loss:0.07896 fps:1501 +frame:7.84e+06 wall_t:5223 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.9826 +2026-01-07 22:11:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7952.60 total_reward_ma:7887.92 loss:0.1991 fps:1502 +frame:7.85e+06 wall_t:5228 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:11:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7936.70 total_reward_ma:7888.25 loss:0.09467 fps:1502 +frame:7.86e+06 wall_t:5234 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.9969 +2026-01-07 22:11:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7918.30 total_reward_ma:7887.87 loss:0.05672 fps:1502 +frame:7.87e+06 wall_t:5240 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.9319 +2026-01-07 22:11:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7945.70 total_reward_ma:7887.68 loss:0.04124 fps:1502 +frame:7.88e+06 wall_t:5246 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.8429 +2026-01-07 22:11:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7976.40 total_reward_ma:7887.64 loss:0.1357 fps:1502 +frame:7.89e+06 wall_t:5252 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:11:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7980.60 total_reward_ma:7888.17 loss:0.0576 fps:1502 +frame:7.90e+06 wall_t:5258 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.9343 +2026-01-07 22:11:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7987.90 total_reward_ma:7889.24 loss:0.02186 fps:1503 +frame:7.91e+06 wall_t:5263 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:11:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7988.40 total_reward_ma:7890.31 loss:0.05941 fps:1503 +frame:7.92e+06 wall_t:5269 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.8686 +2026-01-07 22:11:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7983.80 total_reward_ma:7891.26 loss:0.07548 fps:1503 +frame:7.93e+06 wall_t:5275 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 22:12:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7960.30 total_reward_ma:7892.59 loss:0.0799 fps:1504 +frame:7.94e+06 wall_t:5281 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.9119 +2026-01-07 22:12:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7981.40 total_reward_ma:7894.12 loss:0.03156 fps:1504 +frame:7.95e+06 wall_t:5287 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:12:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7996.30 total_reward_ma:7895.77 loss:0.005879 fps:1504 +frame:7.96e+06 wall_t:5294 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.7974 +2026-01-07 22:12:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8078.40 total_reward_ma:7898.39 loss:0.2087 fps:1504 +frame:7.97e+06 wall_t:5300 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:12:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8100.00 total_reward_ma:7901.55 loss:0.1146 fps:1504 +frame:7.98e+06 wall_t:5307 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:12:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8100.10 total_reward_ma:7904.67 loss:0.09041 fps:1504 +frame:7.99e+06 wall_t:5313 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:12:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8132.00 total_reward_ma:7908.38 loss:0.104 fps:1504 +frame:8.00e+06 wall_t:5319 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:12:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8061.80 total_reward_ma:7911.74 loss:0.0969 fps:1504 +frame:8.01e+06 wall_t:5325 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:12:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8040.90 total_reward_ma:7914.67 loss:0.08332 fps:1504 +frame:8.02e+06 wall_t:5331 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 22:12:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8090.70 total_reward_ma:7918.28 loss:0.1031 fps:1505 +frame:8.03e+06 wall_t:5337 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.9806 +2026-01-07 22:13:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8050.90 total_reward_ma:7921.20 loss:0.1058 fps:1505 +frame:8.04e+06 wall_t:5343 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.8681 +2026-01-07 22:13:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8020.70 total_reward_ma:7924.05 loss:0.0675 fps:1505 +frame:8.05e+06 wall_t:5348 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.9561 +2026-01-07 22:13:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8016.70 total_reward_ma:7927.04 loss:0.04578 fps:1505 +frame:8.06e+06 wall_t:5354 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.825 +2026-01-07 22:13:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7997.70 total_reward_ma:7929.44 loss:0.1001 fps:1506 +frame:8.07e+06 wall_t:5360 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:13:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8018.20 total_reward_ma:7932.33 loss:0.01023 fps:1506 +frame:8.08e+06 wall_t:5366 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.8952 +2026-01-07 22:13:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7964.00 total_reward_ma:7934.40 loss:0.1795 fps:1506 +frame:8.09e+06 wall_t:5372 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 22:13:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7935.60 total_reward_ma:7935.95 loss:0.07832 fps:1506 +frame:8.10e+06 wall_t:5378 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.9799 +2026-01-07 22:13:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7862.90 total_reward_ma:7935.78 loss:0.09143 fps:1506 +frame:8.11e+06 wall_t:5384 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 22:13:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7931.50 total_reward_ma:7936.36 loss:0.06061 fps:1506 +frame:8.12e+06 wall_t:5390 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:13:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7914.70 total_reward_ma:7936.59 loss:0.003 fps:1507 +frame:8.13e+06 wall_t:5396 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:14:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7914.10 total_reward_ma:7936.89 loss:0.003955 fps:1507 +frame:8.14e+06 wall_t:5403 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.8971 +2026-01-07 22:14:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7940.80 total_reward_ma:7937.15 loss:0.1062 fps:1507 +frame:8.15e+06 wall_t:5409 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:14:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7974.30 total_reward_ma:7937.56 loss:0.006897 fps:1507 +frame:8.16e+06 wall_t:5415 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1 +2026-01-07 22:14:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8009.00 total_reward_ma:7938.01 loss:0.04572 fps:1507 +frame:8.17e+06 wall_t:5421 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 22:14:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8007.50 total_reward_ma:7938.38 loss:0.06299 fps:1507 +frame:8.18e+06 wall_t:5427 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.9362 +2026-01-07 22:14:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7964.50 total_reward_ma:7938.12 loss:0.09439 fps:1507 +frame:8.19e+06 wall_t:5433 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:14:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7990.80 total_reward_ma:7937.93 loss:0.1467 fps:1508 +frame:8.20e+06 wall_t:5438 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 22:14:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8011.40 total_reward_ma:7938.91 loss:0.03087 fps:1508 +frame:8.21e+06 wall_t:5445 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 22:14:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8036.40 total_reward_ma:7940.69 loss:0.02468 fps:1508 +frame:8.22e+06 wall_t:5451 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.8123 +2026-01-07 22:14:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8035.20 total_reward_ma:7942.47 loss:0.1827 fps:1508 +frame:8.23e+06 wall_t:5456 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.9846 +2026-01-07 22:15:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8070.40 total_reward_ma:7944.49 loss:0.05056 fps:1509 +frame:8.24e+06 wall_t:5462 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.975 +2026-01-07 22:15:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8065.00 total_reward_ma:7946.85 loss:0.01471 fps:1509 +frame:8.25e+06 wall_t:5468 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:15:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8043.60 total_reward_ma:7948.82 loss:0.005487 fps:1509 +frame:8.26e+06 wall_t:5474 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.9311 +2026-01-07 22:15:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8012.50 total_reward_ma:7950.74 loss:-0.004173 fps:1509 +frame:8.27e+06 wall_t:5480 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.9096 +2026-01-07 22:15:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7998.00 total_reward_ma:7952.18 loss:0.06147 fps:1509 +frame:8.28e+06 wall_t:5486 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:15:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7967.90 total_reward_ma:7953.45 loss:0.1069 fps:1510 +frame:8.29e+06 wall_t:5491 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 22:15:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7988.20 total_reward_ma:7954.88 loss:0.1007 fps:1510 +frame:8.30e+06 wall_t:5497 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:15:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7962.60 total_reward_ma:7957.03 loss:0.07059 fps:1510 +frame:8.31e+06 wall_t:5503 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:15:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8005.30 total_reward_ma:7959.23 loss:0.05126 fps:1510 +frame:8.32e+06 wall_t:5509 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 22:15:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7968.20 total_reward_ma:7960.54 loss:0.0564 fps:1510 +frame:8.33e+06 wall_t:5515 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:16:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7970.20 total_reward_ma:7962.12 loss:0.1195 fps:1511 +frame:8.34e+06 wall_t:5521 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:16:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7981.50 total_reward_ma:7963.25 loss:0.0996 fps:1511 +frame:8.35e+06 wall_t:5527 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:16:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7973.40 total_reward_ma:7963.71 loss:0.06984 fps:1511 +frame:8.36e+06 wall_t:5533 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.9583 +2026-01-07 22:16:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7976.70 total_reward_ma:7964.48 loss:0.01692 fps:1511 +frame:8.37e+06 wall_t:5538 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:16:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7945.70 total_reward_ma:7965.27 loss:0.07452 fps:1512 +frame:8.38e+06 wall_t:5544 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 22:16:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7932.50 total_reward_ma:7966.66 loss:0.04756 fps:1512 +frame:8.39e+06 wall_t:5550 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.332 +2026-01-07 22:16:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7954.10 total_reward_ma:7968.22 loss:0.08221 fps:1512 +frame:8.40e+06 wall_t:5556 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.259 +2026-01-07 22:16:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7946.90 total_reward_ma:7968.97 loss:0.01417 fps:1512 +frame:8.41e+06 wall_t:5562 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:16:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8005.40 total_reward_ma:7970.66 loss:0.1467 fps:1512 +frame:8.42e+06 wall_t:5568 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:16:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8021.40 total_reward_ma:7972.54 loss:0.02832 fps:1512 +frame:8.43e+06 wall_t:5574 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 22:17:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8033.00 total_reward_ma:7974.23 loss:0.02795 fps:1513 +frame:8.44e+06 wall_t:5580 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.8725 +2026-01-07 22:17:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8043.10 total_reward_ma:7975.87 loss:0.0461 fps:1513 +frame:8.45e+06 wall_t:5586 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:17:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8035.00 total_reward_ma:7977.56 loss:0.02658 fps:1513 +frame:8.46e+06 wall_t:5592 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.9571 +2026-01-07 22:17:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7986.70 total_reward_ma:7978.74 loss:0.02926 fps:1513 +frame:8.47e+06 wall_t:5598 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 22:17:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7970.00 total_reward_ma:7979.74 loss:0.1244 fps:1513 +frame:8.48e+06 wall_t:5604 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.144 +2026-01-07 22:17:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7952.70 total_reward_ma:7980.43 loss:0.071 fps:1513 +frame:8.49e+06 wall_t:5610 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.874 +2026-01-07 22:17:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7950.10 total_reward_ma:7980.61 loss:0.1244 fps:1514 +frame:8.50e+06 wall_t:5616 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:17:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8014.80 total_reward_ma:7980.99 loss:0.07009 fps:1514 +frame:8.51e+06 wall_t:5622 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.9587 +2026-01-07 22:17:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7958.80 total_reward_ma:7980.94 loss:0.07346 fps:1514 +frame:8.52e+06 wall_t:5628 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:17:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7932.20 total_reward_ma:7980.59 loss:0.04256 fps:1514 +frame:8.53e+06 wall_t:5634 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:17:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7951.10 total_reward_ma:7979.60 loss:0.1203 fps:1514 +frame:8.54e+06 wall_t:5639 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:18:05 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7964.60 total_reward_ma:7979.74 loss:0.08303 fps:1515 +frame:8.55e+06 wall_t:5645 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 22:18:11 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8021.70 total_reward_ma:7980.45 loss:0.1649 fps:1515 +frame:8.56e+06 wall_t:5651 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:18:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7986.50 total_reward_ma:7981.00 loss:0.02308 fps:1515 +frame:8.57e+06 wall_t:5657 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:18:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8033.10 total_reward_ma:7982.29 loss:0.1153 fps:1515 +frame:8.58e+06 wall_t:5664 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:18:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8008.70 total_reward_ma:7983.24 loss:0.08567 fps:1515 +frame:8.59e+06 wall_t:5669 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 22:18:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8009.20 total_reward_ma:7983.94 loss:0.1293 fps:1515 +frame:8.60e+06 wall_t:5676 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 22:18:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8074.60 total_reward_ma:7985.29 loss:0.04999 fps:1515 +frame:8.61e+06 wall_t:5682 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:18:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8067.70 total_reward_ma:7986.76 loss:0.07314 fps:1516 +frame:8.62e+06 wall_t:5687 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.98 +2026-01-07 22:18:53 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8067.80 total_reward_ma:7988.38 loss:0.0648 fps:1516 +frame:8.63e+06 wall_t:5693 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 22:18:59 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8073.80 total_reward_ma:7990.33 loss:0.02456 fps:1516 +frame:8.64e+06 wall_t:5699 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:19:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8093.20 total_reward_ma:7992.71 loss:0.05888 fps:1516 +frame:8.65e+06 wall_t:5706 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.9738 +2026-01-07 22:19:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8014.50 total_reward_ma:7993.86 loss:0.1181 fps:1516 +frame:8.66e+06 wall_t:5713 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:19:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7975.30 total_reward_ma:7994.53 loss:0.06861 fps:1516 +frame:8.67e+06 wall_t:5719 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.297 +2026-01-07 22:19:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7964.20 total_reward_ma:7995.21 loss:0.07112 fps:1516 +frame:8.68e+06 wall_t:5725 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 22:19:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7967.50 total_reward_ma:7995.90 loss:0.05954 fps:1516 +frame:8.69e+06 wall_t:5732 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:19:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8017.90 total_reward_ma:7996.98 loss:0.03389 fps:1516 +frame:8.70e+06 wall_t:5738 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.8484 +2026-01-07 22:19:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8042.90 total_reward_ma:7998.30 loss:0.02847 fps:1516 +frame:8.71e+06 wall_t:5744 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:19:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8060.80 total_reward_ma:7999.63 loss:0.08545 fps:1517 +frame:8.72e+06 wall_t:5749 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.9985 +2026-01-07 22:19:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8075.40 total_reward_ma:8000.85 loss:0.05651 fps:1517 +frame:8.73e+06 wall_t:5755 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:20:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8087.00 total_reward_ma:8002.08 loss:0.05095 fps:1517 +frame:8.74e+06 wall_t:5761 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:20:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8111.70 total_reward_ma:8003.57 loss:0.07301 fps:1517 +frame:8.75e+06 wall_t:5767 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:20:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8139.40 total_reward_ma:8005.08 loss:0.06737 fps:1517 +frame:8.76e+06 wall_t:5773 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:20:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8145.60 total_reward_ma:8006.45 loss:0.1119 fps:1518 +frame:8.77e+06 wall_t:5779 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:20:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8191.70 total_reward_ma:8008.43 loss:0.05583 fps:1518 +frame:8.78e+06 wall_t:5785 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 22:20:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8227.70 total_reward_ma:8010.74 loss:0.02455 fps:1518 +frame:8.79e+06 wall_t:5791 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 22:20:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8234.40 total_reward_ma:8012.66 loss:0.04751 fps:1518 +frame:8.80e+06 wall_t:5797 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 22:20:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8232.10 total_reward_ma:8014.53 loss:0.05801 fps:1518 +frame:8.81e+06 wall_t:5802 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:20:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8214.70 total_reward_ma:8016.07 loss:0.02197 fps:1519 +frame:8.82e+06 wall_t:5808 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 22:20:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8231.40 total_reward_ma:8017.76 loss:0.05238 fps:1519 +frame:8.83e+06 wall_t:5814 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.9419 +2026-01-07 22:21:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8224.20 total_reward_ma:8019.85 loss:0.0624 fps:1519 +frame:8.84e+06 wall_t:5821 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:21:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8215.50 total_reward_ma:8022.48 loss:0.1697 fps:1519 +frame:8.85e+06 wall_t:5827 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:21:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8174.30 total_reward_ma:8024.86 loss:0.05216 fps:1519 +frame:8.86e+06 wall_t:5834 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.9975 +2026-01-07 22:21:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8160.10 total_reward_ma:8027.28 loss:0.06298 fps:1519 +frame:8.87e+06 wall_t:5840 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.8892 +2026-01-07 22:21:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8174.10 total_reward_ma:8029.56 loss:0.07411 fps:1519 +frame:8.88e+06 wall_t:5845 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.9308 +2026-01-07 22:21:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8155.00 total_reward_ma:8031.35 loss:0.1397 fps:1519 +frame:8.89e+06 wall_t:5852 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.9299 +2026-01-07 22:21:38 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8052.40 total_reward_ma:8032.07 loss:0.0783 fps:1519 +frame:8.90e+06 wall_t:5858 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.8562 +2026-01-07 22:21:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8055.70 total_reward_ma:8032.74 loss:0.03953 fps:1519 +frame:8.91e+06 wall_t:5864 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 22:21:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7980.20 total_reward_ma:8032.66 loss:0.09665 fps:1520 +frame:8.92e+06 wall_t:5870 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.9925 +2026-01-07 22:21:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7981.20 total_reward_ma:8032.63 loss:0.04397 fps:1520 +frame:8.93e+06 wall_t:5876 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 22:22:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7990.60 total_reward_ma:8032.94 loss:0.06124 fps:1520 +frame:8.94e+06 wall_t:5882 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.9634 +2026-01-07 22:22:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:7980.80 total_reward_ma:8032.93 loss:0.09092 fps:1520 +frame:8.95e+06 wall_t:5888 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:22:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8001.60 total_reward_ma:8032.99 loss:0.07374 fps:1520 +frame:8.96e+06 wall_t:5894 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.9936 +2026-01-07 22:22:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8033.80 total_reward_ma:8032.54 loss:0.02818 fps:1521 +frame:8.97e+06 wall_t:5899 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 22:22:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8027.80 total_reward_ma:8031.82 loss:0.08435 fps:1521 +frame:8.98e+06 wall_t:5905 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.841 +2026-01-07 22:22:32 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8035.40 total_reward_ma:8031.17 loss:0.06288 fps:1521 +frame:8.99e+06 wall_t:5912 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.314 +2026-01-07 22:22:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8045.30 total_reward_ma:8030.30 loss:0.0589 fps:1521 +frame:9.00e+06 wall_t:5919 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:22:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8119.90 total_reward_ma:8030.88 loss:0.07399 fps:1521 +frame:9.01e+06 wall_t:5925 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:22:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8153.20 total_reward_ma:8032.01 loss:0.04122 fps:1521 +frame:9.02e+06 wall_t:5931 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:22:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8221.20 total_reward_ma:8033.31 loss:0.08788 fps:1521 +frame:9.03e+06 wall_t:5937 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.9208 +2026-01-07 22:23:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8211.10 total_reward_ma:8034.92 loss:0.06454 fps:1521 +frame:9.04e+06 wall_t:5944 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 22:23:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8211.90 total_reward_ma:8036.83 loss:0.04357 fps:1521 +frame:9.05e+06 wall_t:5949 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.9227 +2026-01-07 22:23:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8202.70 total_reward_ma:8038.69 loss:0.1153 fps:1521 +frame:9.06e+06 wall_t:5956 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.341 +2026-01-07 22:23:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8149.20 total_reward_ma:8040.20 loss:0.05358 fps:1521 +frame:9.07e+06 wall_t:5962 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.7468 +2026-01-07 22:23:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8146.10 total_reward_ma:8041.48 loss:0.06082 fps:1521 +frame:9.08e+06 wall_t:5968 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.294 +2026-01-07 22:23:34 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8138.30 total_reward_ma:8043.22 loss:0.01427 fps:1521 +frame:9.09e+06 wall_t:5975 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:23:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8170.70 total_reward_ma:8045.58 loss:0.09581 fps:1522 +frame:9.10e+06 wall_t:5980 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.223 +2026-01-07 22:23:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8190.90 total_reward_ma:8048.85 loss:0.05019 fps:1522 +frame:9.11e+06 wall_t:5986 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 22:23:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8167.30 total_reward_ma:8051.21 loss:0.1032 fps:1522 +frame:9.12e+06 wall_t:5992 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.9595 +2026-01-07 22:23:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8192.50 total_reward_ma:8053.99 loss:0.07389 fps:1522 +frame:9.13e+06 wall_t:5998 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 22:24:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8196.10 total_reward_ma:8056.81 loss:0.07381 fps:1522 +frame:9.14e+06 wall_t:6004 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 22:24:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8170.70 total_reward_ma:8059.11 loss:0.1357 fps:1522 +frame:9.15e+06 wall_t:6010 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 22:24:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8157.00 total_reward_ma:8060.94 loss:0.1161 fps:1523 +frame:9.16e+06 wall_t:6016 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 22:24:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8153.00 total_reward_ma:8062.38 loss:0.1287 fps:1523 +frame:9.17e+06 wall_t:6022 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:24:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8142.10 total_reward_ma:8063.72 loss:0.05183 fps:1523 +frame:9.18e+06 wall_t:6028 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.8876 +2026-01-07 22:24:34 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8135.00 total_reward_ma:8065.43 loss:0.1216 fps:1523 +frame:9.19e+06 wall_t:6034 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:24:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8136.00 total_reward_ma:8066.88 loss:0.1058 fps:1523 +frame:9.20e+06 wall_t:6040 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:24:46 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8131.50 total_reward_ma:8068.08 loss:0.06536 fps:1523 +frame:9.21e+06 wall_t:6047 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:24:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8148.00 total_reward_ma:8069.20 loss:0.05125 fps:1523 +frame:9.22e+06 wall_t:6052 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 22:24:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8153.70 total_reward_ma:8070.38 loss:0.08142 fps:1524 +frame:9.23e+06 wall_t:6058 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 22:25:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8117.20 total_reward_ma:8070.85 loss:0.05537 fps:1524 +frame:9.24e+06 wall_t:6064 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 22:25:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8124.00 total_reward_ma:8071.44 loss:0.09184 fps:1524 +frame:9.25e+06 wall_t:6070 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:25:15 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8088.00 total_reward_ma:8071.88 loss:0.1515 fps:1524 +frame:9.26e+06 wall_t:6076 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 22:25:21 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8107.00 total_reward_ma:8072.83 loss:0.06959 fps:1524 +frame:9.27e+06 wall_t:6081 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.9054 +2026-01-07 22:25:27 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8106.70 total_reward_ma:8073.92 loss:0.05103 fps:1525 +frame:9.28e+06 wall_t:6087 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 22:25:33 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8190.00 total_reward_ma:8076.14 loss:0.08973 fps:1525 +frame:9.29e+06 wall_t:6093 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:25:39 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8177.60 total_reward_ma:8078.03 loss:0.09357 fps:1525 +frame:9.30e+06 wall_t:6099 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 22:25:44 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8213.70 total_reward_ma:8080.54 loss:0.061 fps:1525 +frame:9.31e+06 wall_t:6104 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:25:50 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8156.30 total_reward_ma:8082.05 loss:0.1733 fps:1525 +frame:9.32e+06 wall_t:6110 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:25:56 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8128.00 total_reward_ma:8083.65 loss:0.1222 fps:1526 +frame:9.33e+06 wall_t:6116 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:26:02 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8117.20 total_reward_ma:8085.12 loss:0.1085 fps:1526 +frame:9.34e+06 wall_t:6122 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 22:26:08 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8138.50 total_reward_ma:8086.69 loss:0.02086 fps:1526 +frame:9.35e+06 wall_t:6128 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.9509 +2026-01-07 22:26:14 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8143.00 total_reward_ma:8088.39 loss:0.08423 fps:1526 +frame:9.36e+06 wall_t:6134 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:26:20 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8129.30 total_reward_ma:8089.91 loss:0.04358 fps:1526 +frame:9.37e+06 wall_t:6140 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:26:26 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8199.30 total_reward_ma:8092.45 loss:0.1405 fps:1526 +frame:9.38e+06 wall_t:6146 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.233 +2026-01-07 22:26:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8133.00 total_reward_ma:8094.45 loss:0.05433 fps:1527 +frame:9.39e+06 wall_t:6151 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 22:26:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8136.20 total_reward_ma:8096.27 loss:0.06047 fps:1527 +frame:9.40e+06 wall_t:6157 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:26:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8116.50 total_reward_ma:8097.97 loss:0.03514 fps:1527 +frame:9.41e+06 wall_t:6163 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:26:49 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8095.40 total_reward_ma:8098.87 loss:0.04008 fps:1527 +frame:9.42e+06 wall_t:6169 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.9573 +2026-01-07 22:26:55 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8109.00 total_reward_ma:8099.75 loss:0.1072 fps:1527 +frame:9.43e+06 wall_t:6175 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 22:27:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8174.50 total_reward_ma:8101.16 loss:0.1855 fps:1527 +frame:9.44e+06 wall_t:6181 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.9804 +2026-01-07 22:27:07 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8148.80 total_reward_ma:8102.22 loss:0.1068 fps:1527 +frame:9.45e+06 wall_t:6187 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 22:27:13 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8148.00 total_reward_ma:8103.35 loss:0.03797 fps:1528 +frame:9.46e+06 wall_t:6193 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.8915 +2026-01-07 22:27:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8170.40 total_reward_ma:8105.19 loss:0.05879 fps:1528 +frame:9.47e+06 wall_t:6199 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 22:27:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8158.80 total_reward_ma:8107.07 loss:0.01848 fps:1528 +frame:9.48e+06 wall_t:6205 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.9789 +2026-01-07 22:27:31 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8174.70 total_reward_ma:8109.29 loss:0.08168 fps:1528 +frame:9.49e+06 wall_t:6211 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.9466 +2026-01-07 22:27:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8219.40 total_reward_ma:8111.99 loss:0.1066 fps:1528 +frame:9.50e+06 wall_t:6217 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:27:43 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8249.10 total_reward_ma:8114.33 loss:0.06065 fps:1528 +frame:9.51e+06 wall_t:6223 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 22:27:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8239.60 total_reward_ma:8117.14 loss:0.05351 fps:1528 +frame:9.52e+06 wall_t:6229 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:27:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8271.00 total_reward_ma:8120.52 loss:0.07014 fps:1529 +frame:9.53e+06 wall_t:6234 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:28:01 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8214.10 total_reward_ma:8123.16 loss:0.1136 fps:1529 +frame:9.54e+06 wall_t:6241 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 22:28:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8251.00 total_reward_ma:8126.02 loss:0.07968 fps:1529 +frame:9.55e+06 wall_t:6247 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 22:28:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8251.10 total_reward_ma:8128.31 loss:0.01716 fps:1529 +frame:9.56e+06 wall_t:6252 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 22:28:18 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8325.60 total_reward_ma:8131.70 loss:0.09007 fps:1529 +frame:9.57e+06 wall_t:6258 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.9829 +2026-01-07 22:28:24 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8300.00 total_reward_ma:8134.37 loss:0.02246 fps:1529 +frame:9.58e+06 wall_t:6264 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.229 +2026-01-07 22:28:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8299.20 total_reward_ma:8137.28 loss:0.1006 fps:1530 +frame:9.59e+06 wall_t:6270 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.083 +2026-01-07 22:28:36 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8272.90 total_reward_ma:8139.91 loss:0.01383 fps:1529 +frame:9.60e+06 wall_t:6277 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:28:42 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8244.20 total_reward_ma:8141.61 loss:0.1306 fps:1530 +frame:9.61e+06 wall_t:6282 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.9612 +2026-01-07 22:28:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8232.40 total_reward_ma:8143.26 loss:0.04532 fps:1530 +frame:9.62e+06 wall_t:6288 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.071 +2026-01-07 22:28:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8250.90 total_reward_ma:8145.09 loss:0.07682 fps:1530 +frame:9.63e+06 wall_t:6294 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.137 +2026-01-07 22:29:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8252.70 total_reward_ma:8146.88 loss:0.1337 fps:1530 +frame:9.64e+06 wall_t:6300 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.148 +2026-01-07 22:29:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8249.50 total_reward_ma:8148.44 loss:0.08866 fps:1530 +frame:9.65e+06 wall_t:6306 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.011 +2026-01-07 22:29:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8293.80 total_reward_ma:8151.23 loss:0.03661 fps:1530 +frame:9.66e+06 wall_t:6312 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.06 +2026-01-07 22:29:17 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8274.30 total_reward_ma:8154.22 loss:0.06616 fps:1531 +frame:9.67e+06 wall_t:6317 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.9603 +2026-01-07 22:29:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8258.00 total_reward_ma:8157.16 loss:0.04474 fps:1531 +frame:9.68e+06 wall_t:6323 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.091 +2026-01-07 22:29:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8249.80 total_reward_ma:8159.99 loss:0.06431 fps:1531 +frame:9.69e+06 wall_t:6329 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.9707 +2026-01-07 22:29:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8272.30 total_reward_ma:8162.53 loss:0.06413 fps:1531 +frame:9.70e+06 wall_t:6335 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.019 +2026-01-07 22:29:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8301.10 total_reward_ma:8165.11 loss:0.06479 fps:1531 +frame:9.71e+06 wall_t:6341 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.9975 +2026-01-07 22:29:47 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8248.70 total_reward_ma:8166.99 loss:0.1683 fps:1531 +frame:9.72e+06 wall_t:6347 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.208 +2026-01-07 22:29:52 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8237.70 total_reward_ma:8168.61 loss:0.1238 fps:1532 +frame:9.73e+06 wall_t:6352 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.9923 +2026-01-07 22:29:58 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8207.50 total_reward_ma:8169.82 loss:0.0634 fps:1532 +frame:9.74e+06 wall_t:6358 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.108 +2026-01-07 22:30:04 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8239.40 total_reward_ma:8171.09 loss:0.02694 fps:1532 +frame:9.75e+06 wall_t:6364 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.9943 +2026-01-07 22:30:10 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8256.60 total_reward_ma:8172.27 loss:0.08406 fps:1532 +frame:9.76e+06 wall_t:6370 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.9987 +2026-01-07 22:30:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8219.70 total_reward_ma:8173.01 loss:0.02073 fps:1532 +frame:9.77e+06 wall_t:6376 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.185 +2026-01-07 22:30:22 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8226.20 total_reward_ma:8173.35 loss:0.06682 fps:1532 +frame:9.78e+06 wall_t:6382 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.949 +2026-01-07 22:30:28 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8177.70 total_reward_ma:8172.85 loss:0.03708 fps:1533 +frame:9.79e+06 wall_t:6388 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.998 +2026-01-07 22:30:34 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8157.00 total_reward_ma:8172.08 loss:0.06531 fps:1533 +frame:9.80e+06 wall_t:6394 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.8975 +2026-01-07 22:30:40 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8143.20 total_reward_ma:8171.19 loss:0.1184 fps:1533 +frame:9.81e+06 wall_t:6400 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.086 +2026-01-07 22:30:45 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8132.60 total_reward_ma:8170.37 loss:0.08336 fps:1533 +frame:9.82e+06 wall_t:6405 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.005 +2026-01-07 22:30:51 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8148.30 total_reward_ma:8169.54 loss:0.0244 fps:1533 +frame:9.83e+06 wall_t:6411 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.108 +2026-01-07 22:30:57 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8244.10 total_reward_ma:8169.74 loss:0.05076 fps:1533 +frame:9.84e+06 wall_t:6417 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.8361 +2026-01-07 22:31:03 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8272.70 total_reward_ma:8170.31 loss:0.06577 fps:1534 +frame:9.85e+06 wall_t:6423 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.019 +2026-01-07 22:31:09 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8275.20 total_reward_ma:8171.32 loss:0.1448 fps:1534 +frame:9.86e+06 wall_t:6429 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.9578 +2026-01-07 22:31:16 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8265.20 total_reward_ma:8172.37 loss:0.04573 fps:1534 +frame:9.87e+06 wall_t:6436 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.9242 +2026-01-07 22:31:23 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8281.00 total_reward_ma:8173.44 loss:0.02066 fps:1533 +frame:9.88e+06 wall_t:6443 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.9466 +2026-01-07 22:31:29 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8251.40 total_reward_ma:8174.40 loss:0.07668 fps:1534 +frame:9.89e+06 wall_t:6449 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.069 +2026-01-07 22:31:35 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8261.30 total_reward_ma:8176.49 loss:0.03255 fps:1534 +frame:9.90e+06 wall_t:6455 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.065 +2026-01-07 22:31:41 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8328.30 total_reward_ma:8179.22 loss:0.07794 fps:1534 +frame:9.91e+06 wall_t:6461 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.09 +2026-01-07 22:31:48 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8309.30 total_reward_ma:8182.51 loss:0.04861 fps:1534 +frame:9.92e+06 wall_t:6468 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.106 +2026-01-07 22:31:54 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8322.30 total_reward_ma:8185.92 loss:0.0268 fps:1534 +frame:9.93e+06 wall_t:6474 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.9602 +2026-01-07 22:32:00 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8339.30 total_reward_ma:8189.41 loss:0.02445 fps:1534 +frame:9.94e+06 wall_t:6481 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.086 +2026-01-07 22:32:06 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8328.10 total_reward_ma:8192.88 loss:0.02168 fps:1534 +frame:9.95e+06 wall_t:6486 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.9835 +2026-01-07 22:32:12 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8319.10 total_reward_ma:8196.05 loss:0.06344 fps:1534 +frame:9.96e+06 wall_t:6492 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.9791 +2026-01-07 22:32:19 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8271.00 total_reward_ma:8198.43 loss:0.0334 fps:1534 +frame:9.97e+06 wall_t:6499 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.8721 +2026-01-07 22:32:25 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8255.10 total_reward_ma:8200.70 loss:0.1027 fps:1534 +frame:9.98e+06 wall_t:6505 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.01 +2026-01-07 22:32:30 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8286.40 total_reward_ma:8203.21 loss:0.1081 fps:1534 +frame:9.99e+06 wall_t:6511 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.006 +2026-01-07 22:32:37 | INFO | PID:1592 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_riverraid_t0_s2 [train] +total_reward:8244.50 total_reward_ma:8205.20 loss:0.0268 fps:1534 +frame:1.00e+07 wall_t:6517 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.004 +2026-01-07 22:32:37 | INFO | PID:1592 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s3.log b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..a4db81a442fa63e12d7e96a794d37a442d955194 --- /dev/null +++ b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/log/ppo_atari_lam85_riverraid_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 20:43:58 | INFO | PID:1593 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:44:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:882.14 total_reward_ma:882.14 loss:-0.004085 fps:833.3 +frame:1.00e+04 wall_t:12 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.41 +2026-01-07 20:44:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:905.62 total_reward_ma:893.88 loss:-0.00905 fps:952.4 +frame:2.00e+04 wall_t:21 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.405 +2026-01-07 20:44:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:888.31 total_reward_ma:892.02 loss:-0.005431 fps:1071 +frame:3.00e+04 wall_t:28 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.461 +2026-01-07 20:44:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:939.10 total_reward_ma:903.79 loss:-0.01306 fps:1081 +frame:4.00e+04 wall_t:37 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.43 +2026-01-07 20:44:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:992.93 total_reward_ma:921.62 loss:-0.003162 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.413 +2026-01-07 20:44:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:1132.50 total_reward_ma:956.77 loss:-0.007945 fps:1111 +frame:6.00e+04 wall_t:54 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.416 +2026-01-07 20:45:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:1342.30 total_reward_ma:1011.84 loss:-0.009535 fps:1129 +frame:7.00e+04 wall_t:62 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.463 +2026-01-07 20:45:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:1495.20 total_reward_ma:1072.26 loss:-0.01195 fps:1143 +frame:8.00e+04 wall_t:70 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.433 +2026-01-07 20:45:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:1683.80 total_reward_ma:1140.21 loss:-0.01204 fps:1154 +frame:9.00e+04 wall_t:78 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.394 +2026-01-07 20:45:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:1840.90 total_reward_ma:1210.28 loss:-0.0138 fps:1163 +frame:1.00e+05 wall_t:86 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.446 +2026-01-07 20:45:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:1975.70 total_reward_ma:1279.86 loss:-0.005298 fps:1170 +frame:1.10e+05 wall_t:94 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.353 +2026-01-07 20:45:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2081.40 total_reward_ma:1346.66 loss:-0.008078 fps:1176 +frame:1.20e+05 wall_t:102 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.366 +2026-01-07 20:45:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2086.90 total_reward_ma:1403.60 loss:-0.003765 fps:1182 +frame:1.30e+05 wall_t:110 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.234 +2026-01-07 20:45:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2038.70 total_reward_ma:1448.96 loss:-0.006918 fps:1186 +frame:1.40e+05 wall_t:118 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.359 +2026-01-07 20:46:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2030.20 total_reward_ma:1487.71 loss:-0.008993 fps:1190 +frame:1.50e+05 wall_t:126 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.239 +2026-01-07 20:46:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2014.00 total_reward_ma:1520.61 loss:-0.01159 fps:1185 +frame:1.60e+05 wall_t:135 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.189 +2026-01-07 20:46:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2006.40 total_reward_ma:1549.18 loss:-0.008676 fps:1181 +frame:1.70e+05 wall_t:144 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.165 +2026-01-07 20:46:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2030.70 total_reward_ma:1575.93 loss:-0.0173 fps:1184 +frame:1.80e+05 wall_t:152 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.287 +2026-01-07 20:46:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2031.70 total_reward_ma:1599.92 loss:-0.009739 fps:1195 +frame:1.90e+05 wall_t:159 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.282 +2026-01-07 20:46:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2060.30 total_reward_ma:1622.94 loss:0.001139 fps:1190 +frame:2.00e+05 wall_t:168 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.324 +2026-01-07 20:46:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2089.60 total_reward_ma:1645.16 loss:-0.009427 fps:1193 +frame:2.10e+05 wall_t:176 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.119 +2026-01-07 20:47:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2098.80 total_reward_ma:1665.78 loss:-0.01084 fps:1202 +frame:2.20e+05 wall_t:183 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.178 +2026-01-07 20:47:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2131.00 total_reward_ma:1686.01 loss:-0.01421 fps:1198 +frame:2.30e+05 wall_t:192 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.16 +2026-01-07 20:47:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2162.60 total_reward_ma:1705.87 loss:-0.0009421 fps:1200 +frame:2.40e+05 wall_t:200 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.099 +2026-01-07 20:47:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2170.10 total_reward_ma:1724.44 loss:-0.01253 fps:1202 +frame:2.50e+05 wall_t:208 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.125 +2026-01-07 20:47:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2164.20 total_reward_ma:1741.35 loss:0.00222 fps:1209 +frame:2.60e+05 wall_t:215 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.022 +2026-01-07 20:47:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2169.20 total_reward_ma:1757.20 loss:-0.01111 fps:1211 +frame:2.70e+05 wall_t:223 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.07 +2026-01-07 20:47:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2187.30 total_reward_ma:1772.56 loss:-0.01116 fps:1207 +frame:2.80e+05 wall_t:232 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.009 +2026-01-07 20:48:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2197.20 total_reward_ma:1787.20 loss:0.002359 fps:1208 +frame:2.90e+05 wall_t:240 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.122 +2026-01-07 20:48:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2213.60 total_reward_ma:1801.41 loss:2.882e-05 fps:1210 +frame:3.00e+05 wall_t:248 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.016 +2026-01-07 20:48:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2255.70 total_reward_ma:1816.07 loss:0.0101 fps:1211 +frame:3.10e+05 wall_t:256 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.04 +2026-01-07 20:48:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2278.20 total_reward_ma:1830.51 loss:0.001087 fps:1208 +frame:3.20e+05 wall_t:265 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.864 +2026-01-07 20:48:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2302.40 total_reward_ma:1844.81 loss:0.001967 fps:1209 +frame:3.30e+05 wall_t:273 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.095 +2026-01-07 20:48:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2310.10 total_reward_ma:1858.49 loss:-0.01208 fps:1210 +frame:3.40e+05 wall_t:281 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.035 +2026-01-07 20:48:49 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2322.30 total_reward_ma:1871.75 loss:0.000166 fps:1211 +frame:3.50e+05 wall_t:289 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.164 +2026-01-07 20:48:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2328.60 total_reward_ma:1884.44 loss:-0.006432 fps:1212 +frame:3.60e+05 wall_t:297 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.992 +2026-01-07 20:49:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2357.50 total_reward_ma:1897.22 loss:0.01641 fps:1217 +frame:3.70e+05 wall_t:304 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.061 +2026-01-07 20:49:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2313.40 total_reward_ma:1908.17 loss:-0.007711 fps:1214 +frame:3.80e+05 wall_t:313 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.137 +2026-01-07 20:49:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2304.90 total_reward_ma:1918.35 loss:-0.01644 fps:1215 +frame:3.90e+05 wall_t:321 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.135 +2026-01-07 20:49:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2303.40 total_reward_ma:1927.97 loss:0.002598 fps:1212 +frame:4.00e+05 wall_t:330 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.967 +2026-01-07 20:49:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2319.80 total_reward_ma:1937.53 loss:-0.01443 fps:1217 +frame:4.10e+05 wall_t:337 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.151 +2026-01-07 20:49:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2287.90 total_reward_ma:1945.87 loss:-0.005474 fps:1217 +frame:4.20e+05 wall_t:345 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.132 +2026-01-07 20:49:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2278.30 total_reward_ma:1953.60 loss:-0.0138 fps:1218 +frame:4.30e+05 wall_t:353 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.051 +2026-01-07 20:50:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2253.90 total_reward_ma:1960.43 loss:0.00893 fps:1219 +frame:4.40e+05 wall_t:361 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.983 +2026-01-07 20:50:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2275.40 total_reward_ma:1967.43 loss:-0.01518 fps:1216 +frame:4.50e+05 wall_t:370 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.964 +2026-01-07 20:50:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2278.30 total_reward_ma:1974.18 loss:-0.00817 fps:1217 +frame:4.60e+05 wall_t:378 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.759 +2026-01-07 20:50:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2301.10 total_reward_ma:1981.14 loss:0.002603 fps:1218 +frame:4.70e+05 wall_t:386 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.996 +2026-01-07 20:50:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2291.10 total_reward_ma:1987.60 loss:0.003979 fps:1215 +frame:4.80e+05 wall_t:395 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.877 +2026-01-07 20:50:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2326.60 total_reward_ma:1994.52 loss:0.0008482 fps:1213 +frame:4.90e+05 wall_t:404 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.998 +2026-01-07 20:50:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2329.70 total_reward_ma:2001.22 loss:-0.0161 fps:1217 +frame:5.00e+05 wall_t:411 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.902 +2026-01-07 20:50:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2329.70 total_reward_ma:2007.66 loss:0.002121 fps:1217 +frame:5.10e+05 wall_t:419 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.848 +2026-01-07 20:51:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2319.00 total_reward_ma:2013.65 loss:-0.004664 fps:1218 +frame:5.20e+05 wall_t:427 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.883 +2026-01-07 20:51:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2320.20 total_reward_ma:2019.43 loss:-0.009536 fps:1218 +frame:5.30e+05 wall_t:435 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.012 +2026-01-07 20:51:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2307.30 total_reward_ma:2024.76 loss:0.01331 fps:1219 +frame:5.40e+05 wall_t:443 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.915 +2026-01-07 20:51:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2299.40 total_reward_ma:2029.76 loss:-0.006569 fps:1220 +frame:5.50e+05 wall_t:451 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.933 +2026-01-07 20:51:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2300.00 total_reward_ma:2034.58 loss:-0.005905 fps:1220 +frame:5.60e+05 wall_t:459 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.749 +2026-01-07 20:51:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2292.00 total_reward_ma:2039.10 loss:0.008727 fps:1221 +frame:5.70e+05 wall_t:467 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.867 +2026-01-07 20:51:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2292.30 total_reward_ma:2043.46 loss:-0.01864 fps:1218 +frame:5.80e+05 wall_t:476 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.938 +2026-01-07 20:52:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2299.40 total_reward_ma:2047.80 loss:0.008175 fps:1219 +frame:5.90e+05 wall_t:484 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.921 +2026-01-07 20:52:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2290.50 total_reward_ma:2051.85 loss:-0.008424 fps:1222 +frame:6.00e+05 wall_t:491 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.034 +2026-01-07 20:52:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2292.50 total_reward_ma:2055.79 loss:0.01608 fps:1220 +frame:6.10e+05 wall_t:500 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.873 +2026-01-07 20:52:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2297.10 total_reward_ma:2059.68 loss:-0.007179 fps:1220 +frame:6.20e+05 wall_t:508 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.923 +2026-01-07 20:52:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2302.20 total_reward_ma:2063.53 loss:-0.00442 fps:1221 +frame:6.30e+05 wall_t:516 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.913 +2026-01-07 20:52:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2307.80 total_reward_ma:2067.35 loss:-0.003101 fps:1221 +frame:6.40e+05 wall_t:524 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.058 +2026-01-07 20:52:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2321.30 total_reward_ma:2071.26 loss:-0.01238 fps:1222 +frame:6.50e+05 wall_t:532 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.045 +2026-01-07 20:53:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2305.00 total_reward_ma:2074.80 loss:-0.0102 fps:1222 +frame:6.60e+05 wall_t:540 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.014 +2026-01-07 20:53:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2315.70 total_reward_ma:2078.39 loss:0.01126 fps:1223 +frame:6.70e+05 wall_t:548 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.927 +2026-01-07 20:53:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2312.90 total_reward_ma:2081.84 loss:0.01725 fps:1223 +frame:6.80e+05 wall_t:556 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.881 +2026-01-07 20:53:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2315.40 total_reward_ma:2085.23 loss:-0.006699 fps:1226 +frame:6.90e+05 wall_t:563 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.002 +2026-01-07 20:53:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2307.60 total_reward_ma:2088.40 loss:-0.007499 fps:1226 +frame:7.00e+05 wall_t:571 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.961 +2026-01-07 20:53:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2311.20 total_reward_ma:2091.54 loss:-0.00128 fps:1224 +frame:7.10e+05 wall_t:580 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.03 +2026-01-07 20:53:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2303.50 total_reward_ma:2094.49 loss:-0.0001841 fps:1227 +frame:7.20e+05 wall_t:587 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.135 +2026-01-07 20:53:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2302.70 total_reward_ma:2097.34 loss:-0.000896 fps:1225 +frame:7.30e+05 wall_t:596 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.031 +2026-01-07 20:54:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2295.20 total_reward_ma:2100.01 loss:-0.003965 fps:1225 +frame:7.40e+05 wall_t:604 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.995 +2026-01-07 20:54:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2295.40 total_reward_ma:2102.62 loss:0.01888 fps:1225 +frame:7.50e+05 wall_t:612 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.898 +2026-01-07 20:54:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2301.60 total_reward_ma:2105.24 loss:0.01289 fps:1226 +frame:7.60e+05 wall_t:620 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.001 +2026-01-07 20:54:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2302.50 total_reward_ma:2107.80 loss:0.005377 fps:1226 +frame:7.70e+05 wall_t:628 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.975 +2026-01-07 20:54:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2308.30 total_reward_ma:2110.37 loss:-0.008942 fps:1226 +frame:7.80e+05 wall_t:636 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.86 +2026-01-07 20:54:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2320.70 total_reward_ma:2113.03 loss:0.006663 fps:1227 +frame:7.90e+05 wall_t:644 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.889 +2026-01-07 20:54:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2335.60 total_reward_ma:2115.81 loss:-0.008176 fps:1227 +frame:8.00e+05 wall_t:652 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.93 +2026-01-07 20:55:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2349.30 total_reward_ma:2118.70 loss:-0.008545 fps:1225 +frame:8.10e+05 wall_t:661 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.883 +2026-01-07 20:55:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2359.40 total_reward_ma:2121.63 loss:0.008564 fps:1224 +frame:8.20e+05 wall_t:670 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.766 +2026-01-07 20:55:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2367.80 total_reward_ma:2124.60 loss:-0.006035 fps:1224 +frame:8.30e+05 wall_t:678 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.776 +2026-01-07 20:55:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2362.30 total_reward_ma:2127.43 loss:0.02375 fps:1224 +frame:8.40e+05 wall_t:686 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.895 +2026-01-07 20:55:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2359.50 total_reward_ma:2130.16 loss:-0.00879 fps:1225 +frame:8.50e+05 wall_t:694 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.987 +2026-01-07 20:55:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2363.40 total_reward_ma:2132.87 loss:-0.007976 fps:1227 +frame:8.60e+05 wall_t:701 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.002 +2026-01-07 20:55:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2350.50 total_reward_ma:2135.37 loss:-0.01833 fps:1225 +frame:8.70e+05 wall_t:710 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.854 +2026-01-07 20:55:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2351.00 total_reward_ma:2137.82 loss:-0.01117 fps:1226 +frame:8.80e+05 wall_t:718 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.89 +2026-01-07 20:56:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2348.40 total_reward_ma:2140.19 loss:0.0003346 fps:1226 +frame:8.90e+05 wall_t:726 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.983 +2026-01-07 20:56:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2341.50 total_reward_ma:2142.42 loss:-0.006538 fps:1226 +frame:9.00e+05 wall_t:734 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.022 +2026-01-07 20:56:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2348.90 total_reward_ma:2144.69 loss:-0.005451 fps:1226 +frame:9.10e+05 wall_t:742 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.815 +2026-01-07 20:56:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2351.70 total_reward_ma:2146.94 loss:-0.008641 fps:1227 +frame:9.20e+05 wall_t:750 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.979 +2026-01-07 20:56:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2357.10 total_reward_ma:2149.20 loss:0.009408 fps:1225 +frame:9.30e+05 wall_t:759 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.07 +2026-01-07 20:56:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2350.50 total_reward_ma:2151.34 loss:0.004617 fps:1227 +frame:9.40e+05 wall_t:766 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.917 +2026-01-07 20:56:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2340.90 total_reward_ma:2153.34 loss:0.01384 fps:1227 +frame:9.50e+05 wall_t:774 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.858 +2026-01-07 20:57:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2357.40 total_reward_ma:2155.46 loss:0.01241 fps:1228 +frame:9.60e+05 wall_t:782 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.762 +2026-01-07 20:57:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2359.00 total_reward_ma:2157.56 loss:0.004699 fps:1226 +frame:9.70e+05 wall_t:791 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.88 +2026-01-07 20:57:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2368.80 total_reward_ma:2159.72 loss:-0.01499 fps:1227 +frame:9.80e+05 wall_t:799 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.887 +2026-01-07 20:57:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2355.20 total_reward_ma:2161.69 loss:-0.0004825 fps:1227 +frame:9.90e+05 wall_t:807 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.027 +2026-01-07 20:57:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2356.80 total_reward_ma:2163.64 loss:-0.003585 fps:1229 +frame:1.00e+06 wall_t:814 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.939 +2026-01-07 20:57:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2367.70 total_reward_ma:2178.50 loss:0.002774 fps:1229 +frame:1.01e+06 wall_t:822 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.865 +2026-01-07 20:57:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2361.50 total_reward_ma:2193.06 loss:0.003201 fps:1227 +frame:1.02e+06 wall_t:831 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.94 +2026-01-07 20:57:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2357.70 total_reward_ma:2207.75 loss:-0.01455 fps:1229 +frame:1.03e+06 wall_t:838 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.978 +2026-01-07 20:58:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2352.60 total_reward_ma:2221.89 loss:-0.0199 fps:1229 +frame:1.04e+06 wall_t:846 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.975 +2026-01-07 20:58:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2351.00 total_reward_ma:2235.47 loss:-0.006307 fps:1230 +frame:1.05e+06 wall_t:854 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.854 +2026-01-07 20:58:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2359.90 total_reward_ma:2247.74 loss:-0.001545 fps:1230 +frame:1.06e+06 wall_t:862 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.983 +2026-01-07 20:58:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2366.10 total_reward_ma:2257.98 loss:-0.01983 fps:1230 +frame:1.07e+06 wall_t:870 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.924 +2026-01-07 20:58:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2383.20 total_reward_ma:2266.86 loss:-0.01047 fps:1230 +frame:1.08e+06 wall_t:878 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.897 +2026-01-07 20:58:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2395.50 total_reward_ma:2273.98 loss:-0.0001148 fps:1229 +frame:1.09e+06 wall_t:887 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.923 +2026-01-07 20:58:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2394.70 total_reward_ma:2279.51 loss:0.01788 fps:1228 +frame:1.10e+06 wall_t:896 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.891 +2026-01-07 20:59:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2395.10 total_reward_ma:2283.71 loss:-0.007197 fps:1228 +frame:1.11e+06 wall_t:904 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.951 +2026-01-07 20:59:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2393.00 total_reward_ma:2286.82 loss:0.01985 fps:1228 +frame:1.12e+06 wall_t:912 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.971 +2026-01-07 20:59:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2396.30 total_reward_ma:2289.92 loss:0.01102 fps:1228 +frame:1.13e+06 wall_t:920 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.99 +2026-01-07 20:59:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2388.50 total_reward_ma:2293.42 loss:0.004327 fps:1228 +frame:1.14e+06 wall_t:928 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.895 +2026-01-07 20:59:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2377.10 total_reward_ma:2296.89 loss:-0.01216 fps:1229 +frame:1.15e+06 wall_t:936 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.032 +2026-01-07 20:59:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2374.70 total_reward_ma:2300.49 loss:-0.02074 fps:1228 +frame:1.16e+06 wall_t:945 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.045 +2026-01-07 20:59:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2380.20 total_reward_ma:2304.23 loss:-0.02534 fps:1229 +frame:1.17e+06 wall_t:952 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.862 +2026-01-07 21:00:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2389.00 total_reward_ma:2307.81 loss:0.002555 fps:1228 +frame:1.18e+06 wall_t:961 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.811 +2026-01-07 21:00:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2390.50 total_reward_ma:2311.40 loss:-0.002823 fps:1227 +frame:1.19e+06 wall_t:970 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.798 +2026-01-07 21:00:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2393.10 total_reward_ma:2314.73 loss:0.02037 fps:1228 +frame:1.20e+06 wall_t:977 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.9 +2026-01-07 21:00:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2403.70 total_reward_ma:2317.87 loss:-0.01093 fps:1228 +frame:1.21e+06 wall_t:985 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.996 +2026-01-07 21:00:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2413.60 total_reward_ma:2321.02 loss:-0.01103 fps:1227 +frame:1.22e+06 wall_t:994 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.887 +2026-01-07 21:00:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2417.70 total_reward_ma:2323.89 loss:-0.005652 fps:1226 +frame:1.23e+06 wall_t:1003 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.865 +2026-01-07 21:00:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2411.50 total_reward_ma:2326.38 loss:-0.0008659 fps:1228 +frame:1.24e+06 wall_t:1010 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.846 +2026-01-07 21:00:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2397.40 total_reward_ma:2328.65 loss:0.007199 fps:1227 +frame:1.25e+06 wall_t:1019 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.808 +2026-01-07 21:01:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2395.10 total_reward_ma:2330.96 loss:-0.0002255 fps:1228 +frame:1.26e+06 wall_t:1026 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.087 +2026-01-07 21:01:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2391.10 total_reward_ma:2333.18 loss:-0.0007805 fps:1228 +frame:1.27e+06 wall_t:1034 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.967 +2026-01-07 21:01:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2380.70 total_reward_ma:2335.11 loss:-0.01427 fps:1228 +frame:1.28e+06 wall_t:1042 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.021 +2026-01-07 21:01:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2373.60 total_reward_ma:2336.87 loss:-0.01199 fps:1230 +frame:1.29e+06 wall_t:1049 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.854 +2026-01-07 21:01:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2372.30 total_reward_ma:2338.46 loss:0.002442 fps:1230 +frame:1.30e+06 wall_t:1057 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.906 +2026-01-07 21:01:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2371.80 total_reward_ma:2339.62 loss:-0.003873 fps:1230 +frame:1.31e+06 wall_t:1065 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.871 +2026-01-07 21:01:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2378.40 total_reward_ma:2340.62 loss:0.01248 fps:1229 +frame:1.32e+06 wall_t:1074 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.085 +2026-01-07 21:02:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2365.60 total_reward_ma:2341.26 loss:0.004754 fps:1228 +frame:1.33e+06 wall_t:1083 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.088 +2026-01-07 21:02:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2370.90 total_reward_ma:2341.86 loss:-0.009274 fps:1228 +frame:1.34e+06 wall_t:1091 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.898 +2026-01-07 21:02:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2357.70 total_reward_ma:2342.22 loss:0.003307 fps:1228 +frame:1.35e+06 wall_t:1099 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.855 +2026-01-07 21:02:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2351.60 total_reward_ma:2342.45 loss:-0.01133 fps:1229 +frame:1.36e+06 wall_t:1107 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.878 +2026-01-07 21:02:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2358.40 total_reward_ma:2342.46 loss:0.0003221 fps:1230 +frame:1.37e+06 wall_t:1114 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.97 +2026-01-07 21:02:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2363.40 total_reward_ma:2342.96 loss:0.01242 fps:1229 +frame:1.38e+06 wall_t:1123 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.864 +2026-01-07 21:02:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2368.00 total_reward_ma:2343.59 loss:0.0005703 fps:1229 +frame:1.39e+06 wall_t:1131 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.952 +2026-01-07 21:02:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2359.50 total_reward_ma:2344.15 loss:0.005833 fps:1229 +frame:1.40e+06 wall_t:1139 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.859 +2026-01-07 21:03:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2365.10 total_reward_ma:2344.60 loss:-0.01538 fps:1229 +frame:1.41e+06 wall_t:1147 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.979 +2026-01-07 21:03:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2357.10 total_reward_ma:2345.29 loss:-0.02468 fps:1229 +frame:1.42e+06 wall_t:1155 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.859 +2026-01-07 21:03:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2360.60 total_reward_ma:2346.12 loss:0.008438 fps:1230 +frame:1.43e+06 wall_t:1163 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.741 +2026-01-07 21:03:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2359.30 total_reward_ma:2347.17 loss:0.002766 fps:1230 +frame:1.44e+06 wall_t:1171 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.805 +2026-01-07 21:03:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2365.20 total_reward_ma:2348.07 loss:-0.001647 fps:1230 +frame:1.45e+06 wall_t:1179 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.756 +2026-01-07 21:03:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2380.10 total_reward_ma:2349.09 loss:0.004662 fps:1230 +frame:1.46e+06 wall_t:1187 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.81 +2026-01-07 21:03:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2378.90 total_reward_ma:2349.86 loss:0.003603 fps:1230 +frame:1.47e+06 wall_t:1195 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.851 +2026-01-07 21:04:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2393.20 total_reward_ma:2350.89 loss:0.008158 fps:1230 +frame:1.48e+06 wall_t:1203 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.963 +2026-01-07 21:04:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2410.50 total_reward_ma:2351.73 loss:0.008554 fps:1229 +frame:1.49e+06 wall_t:1212 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.91 +2026-01-07 21:04:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2417.50 total_reward_ma:2352.60 loss:-0.01925 fps:1229 +frame:1.50e+06 wall_t:1221 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.996 +2026-01-07 21:04:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2425.40 total_reward_ma:2353.56 loss:-0.02005 fps:1230 +frame:1.51e+06 wall_t:1228 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.007 +2026-01-07 21:04:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2435.80 total_reward_ma:2354.73 loss:-0.01805 fps:1230 +frame:1.52e+06 wall_t:1236 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.953 +2026-01-07 21:04:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2446.10 total_reward_ma:2355.99 loss:-0.02386 fps:1230 +frame:1.53e+06 wall_t:1244 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.897 +2026-01-07 21:04:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2449.10 total_reward_ma:2357.40 loss:-0.01953 fps:1230 +frame:1.54e+06 wall_t:1252 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.04 +2026-01-07 21:04:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2454.80 total_reward_ma:2358.96 loss:-0.01762 fps:1231 +frame:1.55e+06 wall_t:1259 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.031 +2026-01-07 21:05:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2449.70 total_reward_ma:2360.46 loss:-0.01833 fps:1229 +frame:1.56e+06 wall_t:1269 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.906 +2026-01-07 21:05:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2457.60 total_reward_ma:2362.11 loss:0.01185 fps:1229 +frame:1.57e+06 wall_t:1277 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.674 +2026-01-07 21:05:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2473.10 total_reward_ma:2363.92 loss:-0.01177 fps:1229 +frame:1.58e+06 wall_t:1286 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.724 +2026-01-07 21:05:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2491.10 total_reward_ma:2365.84 loss:0.002891 fps:1229 +frame:1.59e+06 wall_t:1294 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.66 +2026-01-07 21:05:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2506.00 total_reward_ma:2367.99 loss:0.004907 fps:1228 +frame:1.60e+06 wall_t:1303 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.746 +2026-01-07 21:05:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2528.70 total_reward_ma:2370.35 loss:0.01202 fps:1228 +frame:1.61e+06 wall_t:1311 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.678 +2026-01-07 21:05:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2553.20 total_reward_ma:2372.92 loss:0.001979 fps:1228 +frame:1.62e+06 wall_t:1319 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.819 +2026-01-07 21:06:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2569.90 total_reward_ma:2375.59 loss:-0.005052 fps:1228 +frame:1.63e+06 wall_t:1327 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.923 +2026-01-07 21:06:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2590.40 total_reward_ma:2378.42 loss:0.01184 fps:1229 +frame:1.64e+06 wall_t:1334 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.737 +2026-01-07 21:06:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2584.10 total_reward_ma:2381.05 loss:0.003256 fps:1230 +frame:1.65e+06 wall_t:1342 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.904 +2026-01-07 21:06:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2595.30 total_reward_ma:2383.95 loss:-0.0005969 fps:1230 +frame:1.66e+06 wall_t:1350 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.878 +2026-01-07 21:06:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2628.80 total_reward_ma:2387.08 loss:-0.001453 fps:1230 +frame:1.67e+06 wall_t:1358 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.698 +2026-01-07 21:06:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2635.50 total_reward_ma:2390.31 loss:-0.004643 fps:1230 +frame:1.68e+06 wall_t:1366 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.772 +2026-01-07 21:06:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2663.30 total_reward_ma:2393.78 loss:-0.01254 fps:1230 +frame:1.69e+06 wall_t:1374 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.828 +2026-01-07 21:07:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2679.90 total_reward_ma:2397.51 loss:-0.002595 fps:1231 +frame:1.70e+06 wall_t:1381 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.903 +2026-01-07 21:07:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2691.60 total_reward_ma:2401.31 loss:0.006948 fps:1231 +frame:1.71e+06 wall_t:1389 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.973 +2026-01-07 21:07:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2732.90 total_reward_ma:2405.61 loss:0.01687 fps:1231 +frame:1.72e+06 wall_t:1397 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.767 +2026-01-07 21:07:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2791.80 total_reward_ma:2410.50 loss:0.005036 fps:1231 +frame:1.73e+06 wall_t:1405 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.652 +2026-01-07 21:07:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2826.80 total_reward_ma:2415.81 loss:0.02368 fps:1231 +frame:1.74e+06 wall_t:1413 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.886 +2026-01-07 21:07:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2893.20 total_reward_ma:2421.79 loss:0.02382 fps:1232 +frame:1.75e+06 wall_t:1421 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.652 +2026-01-07 21:07:49 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2960.30 total_reward_ma:2428.38 loss:0.03435 fps:1232 +frame:1.76e+06 wall_t:1429 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.643 +2026-01-07 21:07:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:2995.50 total_reward_ma:2435.31 loss:0.0297 fps:1232 +frame:1.77e+06 wall_t:1437 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.758 +2026-01-07 21:08:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3080.20 total_reward_ma:2443.03 loss:0.0161 fps:1232 +frame:1.78e+06 wall_t:1445 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.502 +2026-01-07 21:08:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3131.80 total_reward_ma:2451.14 loss:0.02406 fps:1231 +frame:1.79e+06 wall_t:1454 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.493 +2026-01-07 21:08:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3174.70 total_reward_ma:2459.53 loss:0.04837 fps:1232 +frame:1.80e+06 wall_t:1461 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.691 +2026-01-07 21:08:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3226.60 total_reward_ma:2468.30 loss:0.03066 fps:1232 +frame:1.81e+06 wall_t:1469 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.691 +2026-01-07 21:08:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3239.70 total_reward_ma:2477.10 loss:0.01947 fps:1232 +frame:1.82e+06 wall_t:1477 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.655 +2026-01-07 21:08:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3271.00 total_reward_ma:2486.14 loss:0.04672 fps:1232 +frame:1.83e+06 wall_t:1485 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.456 +2026-01-07 21:08:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3313.00 total_reward_ma:2495.64 loss:0.04049 fps:1233 +frame:1.84e+06 wall_t:1492 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.46 +2026-01-07 21:09:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3299.50 total_reward_ma:2505.04 loss:0.02515 fps:1233 +frame:1.85e+06 wall_t:1500 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.338 +2026-01-07 21:09:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3367.00 total_reward_ma:2515.08 loss:0.03469 fps:1233 +frame:1.86e+06 wall_t:1508 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.643 +2026-01-07 21:09:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3347.60 total_reward_ma:2525.05 loss:0.02547 fps:1234 +frame:1.87e+06 wall_t:1516 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.527 +2026-01-07 21:09:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3385.10 total_reward_ma:2535.39 loss:0.02367 fps:1234 +frame:1.88e+06 wall_t:1524 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.301 +2026-01-07 21:09:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3437.30 total_reward_ma:2546.28 loss:0.05684 fps:1234 +frame:1.89e+06 wall_t:1532 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.381 +2026-01-07 21:09:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3467.20 total_reward_ma:2557.54 loss:0.04637 fps:1234 +frame:1.90e+06 wall_t:1540 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.378 +2026-01-07 21:09:49 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3504.60 total_reward_ma:2569.09 loss:0.05536 fps:1233 +frame:1.91e+06 wall_t:1549 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.391 +2026-01-07 21:09:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3559.20 total_reward_ma:2581.17 loss:0.02369 fps:1233 +frame:1.92e+06 wall_t:1557 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.795 +2026-01-07 21:10:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3652.10 total_reward_ma:2594.12 loss:0.05109 fps:1233 +frame:1.93e+06 wall_t:1565 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.63 +2026-01-07 21:10:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3687.30 total_reward_ma:2607.49 loss:0.04232 fps:1233 +frame:1.94e+06 wall_t:1573 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.528 +2026-01-07 21:10:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3792.90 total_reward_ma:2622.01 loss:0.02839 fps:1233 +frame:1.95e+06 wall_t:1582 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.31 +2026-01-07 21:10:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3861.00 total_reward_ma:2637.04 loss:0.04084 fps:1233 +frame:1.96e+06 wall_t:1590 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.463 +2026-01-07 21:10:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3903.40 total_reward_ma:2652.49 loss:0.03686 fps:1233 +frame:1.97e+06 wall_t:1598 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.426 +2026-01-07 21:10:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:3973.70 total_reward_ma:2668.54 loss:0.0499 fps:1233 +frame:1.98e+06 wall_t:1606 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.61 +2026-01-07 21:10:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4054.50 total_reward_ma:2685.53 loss:0.03696 fps:1233 +frame:1.99e+06 wall_t:1614 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.571 +2026-01-07 21:11:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4101.40 total_reward_ma:2702.98 loss:0.07659 fps:1233 +frame:2.00e+06 wall_t:1622 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.786 +2026-01-07 21:11:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4107.40 total_reward_ma:2720.37 loss:0.05197 fps:1232 +frame:2.01e+06 wall_t:1631 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.397 +2026-01-07 21:11:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4148.80 total_reward_ma:2738.25 loss:0.04886 fps:1232 +frame:2.02e+06 wall_t:1640 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.308 +2026-01-07 21:11:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4199.50 total_reward_ma:2756.66 loss:0.06399 fps:1232 +frame:2.03e+06 wall_t:1648 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.594 +2026-01-07 21:11:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4205.80 total_reward_ma:2775.20 loss:0.0836 fps:1232 +frame:2.04e+06 wall_t:1656 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.395 +2026-01-07 21:11:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4217.50 total_reward_ma:2793.86 loss:0.0694 fps:1232 +frame:2.05e+06 wall_t:1664 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.372 +2026-01-07 21:11:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4353.00 total_reward_ma:2813.79 loss:0.04202 fps:1232 +frame:2.06e+06 wall_t:1672 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.319 +2026-01-07 21:12:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4390.20 total_reward_ma:2834.03 loss:0.04648 fps:1231 +frame:2.07e+06 wall_t:1681 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.612 +2026-01-07 21:12:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4456.40 total_reward_ma:2854.76 loss:-0.0003091 fps:1231 +frame:2.08e+06 wall_t:1689 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.238 +2026-01-07 21:12:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4555.90 total_reward_ma:2876.37 loss:0.01107 fps:1232 +frame:2.09e+06 wall_t:1697 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.402 +2026-01-07 21:12:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4592.00 total_reward_ma:2898.34 loss:0.07028 fps:1231 +frame:2.10e+06 wall_t:1706 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.502 +2026-01-07 21:12:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4584.00 total_reward_ma:2920.23 loss:0.05042 fps:1231 +frame:2.11e+06 wall_t:1714 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.219 +2026-01-07 21:12:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4603.00 total_reward_ma:2942.33 loss:0.01303 fps:1231 +frame:2.12e+06 wall_t:1722 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.373 +2026-01-07 21:12:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4677.40 total_reward_ma:2965.14 loss:0.06859 fps:1231 +frame:2.13e+06 wall_t:1730 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.338 +2026-01-07 21:12:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4661.00 total_reward_ma:2987.87 loss:0.03288 fps:1232 +frame:2.14e+06 wall_t:1737 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.423 +2026-01-07 21:13:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4651.10 total_reward_ma:3010.61 loss:0.04148 fps:1232 +frame:2.15e+06 wall_t:1745 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.276 +2026-01-07 21:13:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4661.80 total_reward_ma:3033.48 loss:0.02759 fps:1231 +frame:2.16e+06 wall_t:1754 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.401 +2026-01-07 21:13:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4656.50 total_reward_ma:3056.24 loss:-0.0001077 fps:1232 +frame:2.17e+06 wall_t:1762 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.514 +2026-01-07 21:13:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4646.20 total_reward_ma:3078.81 loss:0.04321 fps:1232 +frame:2.18e+06 wall_t:1770 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.359 +2026-01-07 21:13:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4704.60 total_reward_ma:3101.95 loss:0.008051 fps:1232 +frame:2.19e+06 wall_t:1778 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.404 +2026-01-07 21:13:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4735.40 total_reward_ma:3125.38 loss:0.01889 fps:1232 +frame:2.20e+06 wall_t:1786 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.263 +2026-01-07 21:13:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4776.10 total_reward_ma:3149.10 loss:0.03303 fps:1232 +frame:2.21e+06 wall_t:1794 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.59 +2026-01-07 21:14:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4816.80 total_reward_ma:3173.13 loss:0.02772 fps:1233 +frame:2.22e+06 wall_t:1801 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.478 +2026-01-07 21:14:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4820.60 total_reward_ma:3197.16 loss:0.04882 fps:1233 +frame:2.23e+06 wall_t:1809 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.491 +2026-01-07 21:14:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4869.60 total_reward_ma:3221.74 loss:0.005539 fps:1233 +frame:2.24e+06 wall_t:1817 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.483 +2026-01-07 21:14:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4902.10 total_reward_ma:3246.79 loss:0.02935 fps:1233 +frame:2.25e+06 wall_t:1825 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.268 +2026-01-07 21:14:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4928.80 total_reward_ma:3272.13 loss:0.02112 fps:1233 +frame:2.26e+06 wall_t:1833 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.288 +2026-01-07 21:14:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4920.80 total_reward_ma:3297.42 loss:-0.001316 fps:1232 +frame:2.27e+06 wall_t:1842 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.496 +2026-01-07 21:14:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4979.90 total_reward_ma:3323.42 loss:0.04518 fps:1232 +frame:2.28e+06 wall_t:1850 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.391 +2026-01-07 21:14:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:4990.30 total_reward_ma:3349.58 loss:0.059 fps:1232 +frame:2.29e+06 wall_t:1859 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.397 +2026-01-07 21:15:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5050.70 total_reward_ma:3376.37 loss:0.01882 fps:1232 +frame:2.30e+06 wall_t:1867 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.427 +2026-01-07 21:15:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5087.50 total_reward_ma:3403.52 loss:0.04483 fps:1233 +frame:2.31e+06 wall_t:1874 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.379 +2026-01-07 21:15:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5090.40 total_reward_ma:3430.64 loss:0.0598 fps:1233 +frame:2.32e+06 wall_t:1882 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.608 +2026-01-07 21:15:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5113.70 total_reward_ma:3458.12 loss:0.07934 fps:1232 +frame:2.33e+06 wall_t:1891 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.363 +2026-01-07 21:15:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5057.10 total_reward_ma:3484.99 loss:0.01709 fps:1233 +frame:2.34e+06 wall_t:1898 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.481 +2026-01-07 21:15:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5099.60 total_reward_ma:3512.41 loss:0.01381 fps:1232 +frame:2.35e+06 wall_t:1907 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.238 +2026-01-07 21:15:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5110.20 total_reward_ma:3539.99 loss:0.02361 fps:1233 +frame:2.36e+06 wall_t:1914 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.552 +2026-01-07 21:16:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5076.40 total_reward_ma:3567.17 loss:0.02228 fps:1233 +frame:2.37e+06 wall_t:1922 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.325 +2026-01-07 21:16:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5080.50 total_reward_ma:3594.34 loss:0.007456 fps:1233 +frame:2.38e+06 wall_t:1930 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.304 +2026-01-07 21:16:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5117.40 total_reward_ma:3621.84 loss:0.01387 fps:1234 +frame:2.39e+06 wall_t:1937 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.508 +2026-01-07 21:16:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5146.90 total_reward_ma:3649.71 loss:0.0847 fps:1234 +frame:2.40e+06 wall_t:1945 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.446 +2026-01-07 21:16:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5156.60 total_reward_ma:3677.63 loss:0.004174 fps:1234 +frame:2.41e+06 wall_t:1953 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.404 +2026-01-07 21:16:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5223.60 total_reward_ma:3706.29 loss:0.03174 fps:1233 +frame:2.42e+06 wall_t:1962 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.101 +2026-01-07 21:16:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5237.10 total_reward_ma:3735.06 loss:0.0184 fps:1234 +frame:2.43e+06 wall_t:1970 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.441 +2026-01-07 21:16:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5264.90 total_reward_ma:3764.11 loss:0.02201 fps:1234 +frame:2.44e+06 wall_t:1978 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.158 +2026-01-07 21:17:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5288.20 total_reward_ma:3793.34 loss:0.03216 fps:1234 +frame:2.45e+06 wall_t:1986 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.101 +2026-01-07 21:17:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5290.20 total_reward_ma:3822.44 loss:0.04132 fps:1234 +frame:2.46e+06 wall_t:1994 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.431 +2026-01-07 21:17:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5298.40 total_reward_ma:3851.64 loss:0.03291 fps:1234 +frame:2.47e+06 wall_t:2001 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.2 +2026-01-07 21:17:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5306.30 total_reward_ma:3880.77 loss:0.04125 fps:1234 +frame:2.48e+06 wall_t:2009 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.321 +2026-01-07 21:17:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5312.50 total_reward_ma:3909.79 loss:0.07691 fps:1235 +frame:2.49e+06 wall_t:2017 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.253 +2026-01-07 21:17:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5298.60 total_reward_ma:3938.60 loss:0.05273 fps:1235 +frame:2.50e+06 wall_t:2025 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.044 +2026-01-07 21:17:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5284.00 total_reward_ma:3967.19 loss:0.02546 fps:1235 +frame:2.51e+06 wall_t:2033 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.414 +2026-01-07 21:18:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5286.40 total_reward_ma:3995.69 loss:0.06275 fps:1235 +frame:2.52e+06 wall_t:2041 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.405 +2026-01-07 21:18:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5252.70 total_reward_ma:4023.76 loss:0.03102 fps:1234 +frame:2.53e+06 wall_t:2050 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.005 +2026-01-07 21:18:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5258.30 total_reward_ma:4051.85 loss:0.09145 fps:1235 +frame:2.54e+06 wall_t:2057 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.322 +2026-01-07 21:18:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5236.70 total_reward_ma:4079.67 loss:0.03223 fps:1235 +frame:2.55e+06 wall_t:2065 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.072 +2026-01-07 21:18:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5251.20 total_reward_ma:4107.68 loss:0.02084 fps:1235 +frame:2.56e+06 wall_t:2073 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.217 +2026-01-07 21:18:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5248.20 total_reward_ma:4135.59 loss:0.03454 fps:1236 +frame:2.57e+06 wall_t:2080 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.158 +2026-01-07 21:18:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5263.00 total_reward_ma:4163.49 loss:0.03972 fps:1236 +frame:2.58e+06 wall_t:2088 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.242 +2026-01-07 21:18:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5240.40 total_reward_ma:4190.98 loss:0.07521 fps:1236 +frame:2.59e+06 wall_t:2096 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.18 +2026-01-07 21:19:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5237.10 total_reward_ma:4218.29 loss:0.0656 fps:1236 +frame:2.60e+06 wall_t:2104 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.303 +2026-01-07 21:19:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5247.10 total_reward_ma:4245.48 loss:0.08889 fps:1235 +frame:2.61e+06 wall_t:2113 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.058 +2026-01-07 21:19:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5287.50 total_reward_ma:4272.82 loss:0.09582 fps:1236 +frame:2.62e+06 wall_t:2120 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.513 +2026-01-07 21:19:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5266.10 total_reward_ma:4299.78 loss:0.03983 fps:1236 +frame:2.63e+06 wall_t:2128 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.228 +2026-01-07 21:19:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5262.80 total_reward_ma:4326.51 loss:0.04721 fps:1236 +frame:2.64e+06 wall_t:2136 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.116 +2026-01-07 21:19:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5316.10 total_reward_ma:4353.83 loss:0.02841 fps:1236 +frame:2.65e+06 wall_t:2144 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.383 +2026-01-07 21:19:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5352.00 total_reward_ma:4381.39 loss:0.04946 fps:1236 +frame:2.66e+06 wall_t:2152 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.147 +2026-01-07 21:20:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5343.20 total_reward_ma:4408.54 loss:0.01991 fps:1236 +frame:2.67e+06 wall_t:2161 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.196 +2026-01-07 21:20:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5314.00 total_reward_ma:4435.32 loss:0.05918 fps:1236 +frame:2.68e+06 wall_t:2168 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.175 +2026-01-07 21:20:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5383.30 total_reward_ma:4462.52 loss:0.08502 fps:1236 +frame:2.69e+06 wall_t:2176 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.091 +2026-01-07 21:20:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5422.50 total_reward_ma:4489.95 loss:0.03669 fps:1236 +frame:2.70e+06 wall_t:2184 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.227 +2026-01-07 21:20:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5432.10 total_reward_ma:4517.35 loss:0.04638 fps:1236 +frame:2.71e+06 wall_t:2192 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.1 +2026-01-07 21:20:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5447.90 total_reward_ma:4544.50 loss:0.03954 fps:1236 +frame:2.72e+06 wall_t:2201 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9286 +2026-01-07 21:20:49 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5496.60 total_reward_ma:4571.55 loss:0.04475 fps:1236 +frame:2.73e+06 wall_t:2209 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.229 +2026-01-07 21:20:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5432.50 total_reward_ma:4597.61 loss:0.09544 fps:1235 +frame:2.74e+06 wall_t:2218 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.284 +2026-01-07 21:21:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5410.40 total_reward_ma:4622.78 loss:0.0525 fps:1237 +frame:2.75e+06 wall_t:2224 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.133 +2026-01-07 21:21:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5423.40 total_reward_ma:4647.41 loss:0.01002 fps:1238 +frame:2.76e+06 wall_t:2230 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.008 +2026-01-07 21:21:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5469.90 total_reward_ma:4672.16 loss:0.07014 fps:1239 +frame:2.77e+06 wall_t:2235 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.221 +2026-01-07 21:21:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5486.30 total_reward_ma:4696.22 loss:0.009109 fps:1241 +frame:2.78e+06 wall_t:2241 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.102 +2026-01-07 21:21:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5435.40 total_reward_ma:4719.25 loss:0.05316 fps:1242 +frame:2.79e+06 wall_t:2246 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.178 +2026-01-07 21:21:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5431.00 total_reward_ma:4741.82 loss:0.02265 fps:1243 +frame:2.80e+06 wall_t:2252 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.294 +2026-01-07 21:21:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5466.00 total_reward_ma:4764.21 loss:0.05758 fps:1244 +frame:2.81e+06 wall_t:2258 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.11 +2026-01-07 21:21:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5538.10 total_reward_ma:4787.19 loss:0.04293 fps:1246 +frame:2.82e+06 wall_t:2263 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.219 +2026-01-07 21:21:49 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5541.20 total_reward_ma:4809.89 loss:0.08644 fps:1247 +frame:2.83e+06 wall_t:2269 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.106 +2026-01-07 21:21:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5606.20 total_reward_ma:4832.83 loss:0.03796 fps:1248 +frame:2.84e+06 wall_t:2275 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.116 +2026-01-07 21:22:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5573.70 total_reward_ma:4855.57 loss:0.03883 fps:1250 +frame:2.85e+06 wall_t:2280 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.182 +2026-01-07 21:22:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5573.10 total_reward_ma:4877.63 loss:0.03942 fps:1251 +frame:2.86e+06 wall_t:2286 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.086 +2026-01-07 21:22:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5610.90 total_reward_ma:4900.26 loss:0.06841 fps:1253 +frame:2.87e+06 wall_t:2291 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.9387 +2026-01-07 21:22:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5608.30 total_reward_ma:4922.50 loss:0.04872 fps:1254 +frame:2.88e+06 wall_t:2297 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.215 +2026-01-07 21:22:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5656.60 total_reward_ma:4944.69 loss:0.05271 fps:1255 +frame:2.89e+06 wall_t:2303 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.029 +2026-01-07 21:22:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5614.20 total_reward_ma:4966.16 loss:0.05435 fps:1256 +frame:2.90e+06 wall_t:2308 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.9215 +2026-01-07 21:22:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5616.20 total_reward_ma:4987.27 loss:0.03328 fps:1258 +frame:2.91e+06 wall_t:2314 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.203 +2026-01-07 21:22:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5608.30 total_reward_ma:5007.76 loss:0.004134 fps:1259 +frame:2.92e+06 wall_t:2319 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.079 +2026-01-07 21:22:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5674.60 total_reward_ma:5027.99 loss:0.01092 fps:1260 +frame:2.93e+06 wall_t:2325 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.127 +2026-01-07 21:22:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5687.60 total_reward_ma:5047.99 loss:0.02196 fps:1262 +frame:2.94e+06 wall_t:2330 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.217 +2026-01-07 21:22:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5739.60 total_reward_ma:5067.46 loss:0.009227 fps:1263 +frame:2.95e+06 wall_t:2336 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.008 +2026-01-07 21:23:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5757.30 total_reward_ma:5086.42 loss:0.05312 fps:1264 +frame:2.96e+06 wall_t:2342 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.183 +2026-01-07 21:23:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5686.20 total_reward_ma:5104.25 loss:0.01879 fps:1265 +frame:2.97e+06 wall_t:2347 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.289 +2026-01-07 21:23:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5735.10 total_reward_ma:5121.87 loss:0.04457 fps:1266 +frame:2.98e+06 wall_t:2353 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.9687 +2026-01-07 21:23:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5744.30 total_reward_ma:5138.76 loss:0.04199 fps:1268 +frame:2.99e+06 wall_t:2358 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.206 +2026-01-07 21:23:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5788.10 total_reward_ma:5155.63 loss:0.05072 fps:1269 +frame:3.00e+06 wall_t:2364 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.95 +2026-01-07 21:23:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5771.50 total_reward_ma:5172.27 loss:0.04068 fps:1270 +frame:3.01e+06 wall_t:2370 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.264 +2026-01-07 21:23:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5831.40 total_reward_ma:5189.10 loss:0.05314 fps:1272 +frame:3.02e+06 wall_t:2375 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.223 +2026-01-07 21:23:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5824.60 total_reward_ma:5205.35 loss:0.1103 fps:1273 +frame:3.03e+06 wall_t:2381 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.245 +2026-01-07 21:23:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5806.80 total_reward_ma:5221.36 loss:0.04285 fps:1274 +frame:3.04e+06 wall_t:2387 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.22 +2026-01-07 21:23:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5807.70 total_reward_ma:5237.26 loss:0.06322 fps:1275 +frame:3.05e+06 wall_t:2392 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.064 +2026-01-07 21:23:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5804.70 total_reward_ma:5251.78 loss:0.0424 fps:1276 +frame:3.06e+06 wall_t:2398 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.27 +2026-01-07 21:24:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5864.40 total_reward_ma:5266.52 loss:0.001804 fps:1277 +frame:3.07e+06 wall_t:2404 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.049 +2026-01-07 21:24:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5876.30 total_reward_ma:5280.72 loss:0.05984 fps:1279 +frame:3.08e+06 wall_t:2409 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.059 +2026-01-07 21:24:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5873.80 total_reward_ma:5293.90 loss:0.03407 fps:1280 +frame:3.09e+06 wall_t:2415 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.1 +2026-01-07 21:24:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5869.20 total_reward_ma:5306.67 loss:0.03513 fps:1281 +frame:3.10e+06 wall_t:2420 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.446 +2026-01-07 21:24:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5912.10 total_reward_ma:5319.95 loss:0.06322 fps:1282 +frame:3.11e+06 wall_t:2426 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.095 +2026-01-07 21:24:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5867.40 total_reward_ma:5332.59 loss:0.02935 fps:1283 +frame:3.12e+06 wall_t:2431 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.248 +2026-01-07 21:24:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5880.40 total_reward_ma:5344.62 loss:-0.006557 fps:1284 +frame:3.13e+06 wall_t:2437 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.108 +2026-01-07 21:24:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5896.70 total_reward_ma:5356.98 loss:0.1166 fps:1285 +frame:3.14e+06 wall_t:2443 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.26 +2026-01-07 21:24:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5865.10 total_reward_ma:5369.12 loss:0.09665 fps:1287 +frame:3.15e+06 wall_t:2448 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.151 +2026-01-07 21:24:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5850.30 total_reward_ma:5381.01 loss:0.03398 fps:1288 +frame:3.16e+06 wall_t:2454 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.8849 +2026-01-07 21:24:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5855.70 total_reward_ma:5393.00 loss:0.02648 fps:1289 +frame:3.17e+06 wall_t:2460 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.215 +2026-01-07 21:25:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5888.00 total_reward_ma:5405.42 loss:0.008006 fps:1290 +frame:3.18e+06 wall_t:2465 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.9546 +2026-01-07 21:25:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5945.60 total_reward_ma:5417.83 loss:0.08583 fps:1291 +frame:3.19e+06 wall_t:2471 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.068 +2026-01-07 21:25:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:5969.60 total_reward_ma:5430.17 loss:0.01158 fps:1292 +frame:3.20e+06 wall_t:2476 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.167 +2026-01-07 21:25:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6038.20 total_reward_ma:5442.79 loss:0.0427 fps:1293 +frame:3.21e+06 wall_t:2482 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.005 +2026-01-07 21:25:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6086.50 total_reward_ma:5455.49 loss:0.03479 fps:1294 +frame:3.22e+06 wall_t:2488 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.174 +2026-01-07 21:25:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6131.80 total_reward_ma:5468.60 loss:0.05305 fps:1296 +frame:3.23e+06 wall_t:2493 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.034 +2026-01-07 21:25:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6155.10 total_reward_ma:5481.45 loss:0.05212 fps:1297 +frame:3.24e+06 wall_t:2499 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.079 +2026-01-07 21:25:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6188.70 total_reward_ma:5494.32 loss:0.05565 fps:1298 +frame:3.25e+06 wall_t:2504 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.095 +2026-01-07 21:25:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6265.10 total_reward_ma:5507.68 loss:0.03138 fps:1299 +frame:3.26e+06 wall_t:2510 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.183 +2026-01-07 21:25:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6337.30 total_reward_ma:5521.85 loss:0.07294 fps:1300 +frame:3.27e+06 wall_t:2515 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.205 +2026-01-07 21:26:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6334.20 total_reward_ma:5535.39 loss:0.09729 fps:1301 +frame:3.28e+06 wall_t:2521 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.016 +2026-01-07 21:26:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6308.80 total_reward_ma:5548.58 loss:0.05217 fps:1302 +frame:3.29e+06 wall_t:2527 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.146 +2026-01-07 21:26:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6275.50 total_reward_ma:5560.82 loss:0.0897 fps:1303 +frame:3.30e+06 wall_t:2532 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.115 +2026-01-07 21:26:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6246.30 total_reward_ma:5572.41 loss:0.06172 fps:1304 +frame:3.31e+06 wall_t:2538 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.109 +2026-01-07 21:26:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6224.90 total_reward_ma:5583.76 loss:0.04029 fps:1305 +frame:3.32e+06 wall_t:2544 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.255 +2026-01-07 21:26:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6254.80 total_reward_ma:5595.17 loss:0.06223 fps:1306 +frame:3.33e+06 wall_t:2549 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.176 +2026-01-07 21:26:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6272.50 total_reward_ma:5607.32 loss:0.0516 fps:1307 +frame:3.34e+06 wall_t:2555 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.261 +2026-01-07 21:26:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6273.20 total_reward_ma:5619.06 loss:0.06777 fps:1309 +frame:3.35e+06 wall_t:2560 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.021 +2026-01-07 21:26:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6323.80 total_reward_ma:5631.19 loss:0.08174 fps:1309 +frame:3.36e+06 wall_t:2566 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.313 +2026-01-07 21:26:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6330.40 total_reward_ma:5643.73 loss:0.04588 fps:1311 +frame:3.37e+06 wall_t:2571 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.094 +2026-01-07 21:26:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6287.70 total_reward_ma:5655.81 loss:0.04913 fps:1312 +frame:3.38e+06 wall_t:2577 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.9142 +2026-01-07 21:27:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6346.30 total_reward_ma:5668.09 loss:0.01824 fps:1312 +frame:3.39e+06 wall_t:2583 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.9396 +2026-01-07 21:27:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6371.90 total_reward_ma:5680.34 loss:0.04628 fps:1314 +frame:3.40e+06 wall_t:2588 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.253 +2026-01-07 21:27:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6402.70 total_reward_ma:5692.80 loss:0.09098 fps:1315 +frame:3.41e+06 wall_t:2594 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.157 +2026-01-07 21:27:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6436.00 total_reward_ma:5704.93 loss:0.09296 fps:1316 +frame:3.42e+06 wall_t:2599 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.043 +2026-01-07 21:27:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6437.50 total_reward_ma:5716.93 loss:0.06261 fps:1317 +frame:3.43e+06 wall_t:2605 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.201 +2026-01-07 21:27:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6465.90 total_reward_ma:5728.94 loss:0.0776 fps:1318 +frame:3.44e+06 wall_t:2611 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.022 +2026-01-07 21:27:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6377.20 total_reward_ma:5739.83 loss:0.0863 fps:1319 +frame:3.45e+06 wall_t:2616 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.162 +2026-01-07 21:27:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6426.70 total_reward_ma:5751.20 loss:0.08819 fps:1320 +frame:3.46e+06 wall_t:2622 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.319 +2026-01-07 21:27:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6367.60 total_reward_ma:5761.89 loss:0.04872 fps:1321 +frame:3.47e+06 wall_t:2627 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.9158 +2026-01-07 21:27:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6365.30 total_reward_ma:5772.48 loss:0.05483 fps:1322 +frame:3.48e+06 wall_t:2633 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.123 +2026-01-07 21:27:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6381.50 total_reward_ma:5783.17 loss:0.05734 fps:1322 +frame:3.49e+06 wall_t:2639 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.039 +2026-01-07 21:28:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6426.60 total_reward_ma:5794.45 loss:0.02301 fps:1324 +frame:3.50e+06 wall_t:2644 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.077 +2026-01-07 21:28:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6453.10 total_reward_ma:5806.14 loss:0.04407 fps:1325 +frame:3.51e+06 wall_t:2650 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9399 +2026-01-07 21:28:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6514.10 total_reward_ma:5818.42 loss:0.07966 fps:1325 +frame:3.52e+06 wall_t:2656 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9873 +2026-01-07 21:28:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6515.20 total_reward_ma:5831.04 loss:0.03946 fps:1326 +frame:3.53e+06 wall_t:2662 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.035 +2026-01-07 21:28:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6523.50 total_reward_ma:5843.70 loss:0.04006 fps:1327 +frame:3.54e+06 wall_t:2668 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.9922 +2026-01-07 21:28:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6536.40 total_reward_ma:5856.69 loss:0.08743 fps:1328 +frame:3.55e+06 wall_t:2674 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.254 +2026-01-07 21:28:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6663.50 total_reward_ma:5870.81 loss:0.07717 fps:1328 +frame:3.56e+06 wall_t:2680 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.9137 +2026-01-07 21:28:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6666.70 total_reward_ma:5885.00 loss:0.07411 fps:1330 +frame:3.57e+06 wall_t:2685 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.124 +2026-01-07 21:28:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6760.30 total_reward_ma:5899.97 loss:0.05808 fps:1330 +frame:3.58e+06 wall_t:2691 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.112 +2026-01-07 21:28:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6816.60 total_reward_ma:5915.73 loss:0.1097 fps:1332 +frame:3.59e+06 wall_t:2696 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.229 +2026-01-07 21:29:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6841.40 total_reward_ma:5931.78 loss:0.02354 fps:1332 +frame:3.60e+06 wall_t:2702 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.01 +2026-01-07 21:29:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6813.00 total_reward_ma:5947.44 loss:0.04758 fps:1333 +frame:3.61e+06 wall_t:2709 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.022 +2026-01-07 21:29:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6798.10 total_reward_ma:5962.54 loss:0.02572 fps:1334 +frame:3.62e+06 wall_t:2714 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.146 +2026-01-07 21:29:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6783.70 total_reward_ma:5977.72 loss:0.07422 fps:1335 +frame:3.63e+06 wall_t:2720 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.9708 +2026-01-07 21:29:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6834.80 total_reward_ma:5993.44 loss:0.07417 fps:1335 +frame:3.64e+06 wall_t:2727 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.464 +2026-01-07 21:29:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6831.90 total_reward_ma:6008.60 loss:0.0265 fps:1336 +frame:3.65e+06 wall_t:2733 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.9576 +2026-01-07 21:29:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6820.10 total_reward_ma:6023.28 loss:0.05592 fps:1336 +frame:3.66e+06 wall_t:2739 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.166 +2026-01-07 21:29:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6829.10 total_reward_ma:6038.14 loss:0.04667 fps:1337 +frame:3.67e+06 wall_t:2744 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.11 +2026-01-07 21:29:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6845.70 total_reward_ma:6053.45 loss:0.05462 fps:1338 +frame:3.68e+06 wall_t:2750 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.215 +2026-01-07 21:29:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6792.20 total_reward_ma:6067.54 loss:0.09058 fps:1338 +frame:3.69e+06 wall_t:2757 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.11 +2026-01-07 21:30:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6749.40 total_reward_ma:6080.81 loss:0.04106 fps:1339 +frame:3.70e+06 wall_t:2764 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.03 +2026-01-07 21:30:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6722.40 total_reward_ma:6093.71 loss:0.05583 fps:1339 +frame:3.71e+06 wall_t:2770 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.177 +2026-01-07 21:30:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6708.40 total_reward_ma:6106.32 loss:0.01732 fps:1340 +frame:3.72e+06 wall_t:2776 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.905 +2026-01-07 21:30:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6703.30 total_reward_ma:6118.39 loss:0.02915 fps:1341 +frame:3.73e+06 wall_t:2782 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.187 +2026-01-07 21:30:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6743.00 total_reward_ma:6131.49 loss:0.06017 fps:1341 +frame:3.74e+06 wall_t:2788 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.9005 +2026-01-07 21:30:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6755.80 total_reward_ma:6144.95 loss:0.03495 fps:1342 +frame:3.75e+06 wall_t:2794 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.29 +2026-01-07 21:30:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6849.50 total_reward_ma:6159.21 loss:0.05053 fps:1343 +frame:3.76e+06 wall_t:2799 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.9121 +2026-01-07 21:30:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6830.90 total_reward_ma:6172.82 loss:0.05123 fps:1344 +frame:3.77e+06 wall_t:2805 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.283 +2026-01-07 21:30:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6811.70 total_reward_ma:6186.07 loss:0.01737 fps:1345 +frame:3.78e+06 wall_t:2811 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.8343 +2026-01-07 21:30:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6770.90 total_reward_ma:6199.43 loss:0.02995 fps:1345 +frame:3.79e+06 wall_t:2817 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.219 +2026-01-07 21:31:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6809.80 total_reward_ma:6213.21 loss:0.03319 fps:1346 +frame:3.80e+06 wall_t:2824 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.191 +2026-01-07 21:31:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6803.10 total_reward_ma:6226.58 loss:0.04252 fps:1346 +frame:3.81e+06 wall_t:2830 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.9827 +2026-01-07 21:31:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6803.60 total_reward_ma:6239.24 loss:0.06941 fps:1347 +frame:3.82e+06 wall_t:2835 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.204 +2026-01-07 21:31:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6886.70 total_reward_ma:6252.70 loss:0.04599 fps:1348 +frame:3.83e+06 wall_t:2841 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.9358 +2026-01-07 21:31:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6893.30 total_reward_ma:6265.57 loss:0.02467 fps:1349 +frame:3.84e+06 wall_t:2847 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.8159 +2026-01-07 21:31:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6898.30 total_reward_ma:6278.81 loss:0.09044 fps:1350 +frame:3.85e+06 wall_t:2852 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.9426 +2026-01-07 21:31:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6936.90 total_reward_ma:6292.45 loss:0.02793 fps:1351 +frame:3.86e+06 wall_t:2858 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.9955 +2026-01-07 21:31:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6856.10 total_reward_ma:6304.90 loss:0.06325 fps:1351 +frame:3.87e+06 wall_t:2864 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.9962 +2026-01-07 21:31:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6866.30 total_reward_ma:6317.48 loss:0.06254 fps:1352 +frame:3.88e+06 wall_t:2870 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.8236 +2026-01-07 21:31:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6874.30 total_reward_ma:6329.66 loss:0.03942 fps:1353 +frame:3.89e+06 wall_t:2876 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.248 +2026-01-07 21:32:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6924.80 total_reward_ma:6342.77 loss:0.0823 fps:1353 +frame:3.90e+06 wall_t:2882 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.9966 +2026-01-07 21:32:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6875.90 total_reward_ma:6355.36 loss:0.04771 fps:1354 +frame:3.91e+06 wall_t:2887 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.7367 +2026-01-07 21:32:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6935.00 total_reward_ma:6368.63 loss:0.03289 fps:1355 +frame:3.92e+06 wall_t:2893 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.031 +2026-01-07 21:32:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6953.50 total_reward_ma:6381.42 loss:0.06737 fps:1356 +frame:3.93e+06 wall_t:2898 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.9332 +2026-01-07 21:32:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6951.90 total_reward_ma:6394.06 loss:0.06753 fps:1357 +frame:3.94e+06 wall_t:2904 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.042 +2026-01-07 21:32:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6887.50 total_reward_ma:6405.54 loss:0.08852 fps:1357 +frame:3.95e+06 wall_t:2910 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.057 +2026-01-07 21:32:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6791.30 total_reward_ma:6415.88 loss:0.1873 fps:1358 +frame:3.96e+06 wall_t:2916 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.027 +2026-01-07 21:32:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6807.40 total_reward_ma:6427.09 loss:0.09923 fps:1359 +frame:3.97e+06 wall_t:2922 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.051 +2026-01-07 21:32:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6766.00 total_reward_ma:6437.40 loss:0.04804 fps:1359 +frame:3.98e+06 wall_t:2928 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.9969 +2026-01-07 21:32:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6748.70 total_reward_ma:6447.44 loss:0.03367 fps:1360 +frame:3.99e+06 wall_t:2934 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.7706 +2026-01-07 21:33:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6715.80 total_reward_ma:6456.72 loss:0.02016 fps:1361 +frame:4.00e+06 wall_t:2940 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.9991 +2026-01-07 21:33:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6802.10 total_reward_ma:6467.03 loss:0.02879 fps:1361 +frame:4.01e+06 wall_t:2946 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.068 +2026-01-07 21:33:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6766.40 total_reward_ma:6476.38 loss:0.04973 fps:1362 +frame:4.02e+06 wall_t:2951 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.047 +2026-01-07 21:33:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6776.50 total_reward_ma:6485.90 loss:0.06772 fps:1363 +frame:4.03e+06 wall_t:2957 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.077 +2026-01-07 21:33:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6712.80 total_reward_ma:6494.96 loss:0.05587 fps:1363 +frame:4.04e+06 wall_t:2963 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.9472 +2026-01-07 21:33:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6751.90 total_reward_ma:6504.40 loss:0.1065 fps:1364 +frame:4.05e+06 wall_t:2969 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.047 +2026-01-07 21:33:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6840.90 total_reward_ma:6514.76 loss:0.06079 fps:1365 +frame:4.06e+06 wall_t:2975 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.051 +2026-01-07 21:33:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6770.00 total_reward_ma:6523.82 loss:0.04168 fps:1365 +frame:4.07e+06 wall_t:2981 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.9855 +2026-01-07 21:33:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6754.60 total_reward_ma:6532.60 loss:0.05176 fps:1366 +frame:4.08e+06 wall_t:2987 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.17 +2026-01-07 21:33:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6847.60 total_reward_ma:6542.34 loss:0.02108 fps:1367 +frame:4.09e+06 wall_t:2993 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.111 +2026-01-07 21:33:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6802.80 total_reward_ma:6551.67 loss:0.09448 fps:1368 +frame:4.10e+06 wall_t:2998 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.167 +2026-01-07 21:34:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6825.10 total_reward_ma:6560.81 loss:0.03679 fps:1368 +frame:4.11e+06 wall_t:3004 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.047 +2026-01-07 21:34:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6845.10 total_reward_ma:6570.58 loss:0.07032 fps:1369 +frame:4.12e+06 wall_t:3010 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.9041 +2026-01-07 21:34:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6783.30 total_reward_ma:6579.61 loss:0.05423 fps:1369 +frame:4.13e+06 wall_t:3016 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.377 +2026-01-07 21:34:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6791.20 total_reward_ma:6588.56 loss:-0.00199 fps:1370 +frame:4.14e+06 wall_t:3022 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.897 +2026-01-07 21:34:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6796.20 total_reward_ma:6597.87 loss:0.03829 fps:1371 +frame:4.15e+06 wall_t:3028 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.135 +2026-01-07 21:34:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6805.60 total_reward_ma:6607.42 loss:0.03891 fps:1371 +frame:4.16e+06 wall_t:3034 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.039 +2026-01-07 21:34:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6845.90 total_reward_ma:6617.32 loss:0.04941 fps:1372 +frame:4.17e+06 wall_t:3040 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.9525 +2026-01-07 21:34:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6910.70 total_reward_ma:6627.55 loss:0.1129 fps:1372 +frame:4.18e+06 wall_t:3046 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.058 +2026-01-07 21:34:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6841.90 total_reward_ma:6636.51 loss:0.02928 fps:1373 +frame:4.19e+06 wall_t:3051 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.9642 +2026-01-07 21:34:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6893.80 total_reward_ma:6645.75 loss:0.05558 fps:1374 +frame:4.20e+06 wall_t:3057 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.336 +2026-01-07 21:35:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6879.50 total_reward_ma:6654.17 loss:0.04261 fps:1374 +frame:4.21e+06 wall_t:3063 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.154 +2026-01-07 21:35:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6933.80 total_reward_ma:6662.64 loss:0.09244 fps:1375 +frame:4.22e+06 wall_t:3069 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.081 +2026-01-07 21:35:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6939.40 total_reward_ma:6670.71 loss:0.06445 fps:1376 +frame:4.23e+06 wall_t:3075 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.9899 +2026-01-07 21:35:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6937.70 total_reward_ma:6678.54 loss:0.06879 fps:1376 +frame:4.24e+06 wall_t:3082 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.059 +2026-01-07 21:35:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6976.10 total_reward_ma:6686.42 loss:0.07024 fps:1376 +frame:4.25e+06 wall_t:3088 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.157 +2026-01-07 21:35:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6939.20 total_reward_ma:6693.16 loss:0.06463 fps:1377 +frame:4.26e+06 wall_t:3093 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.215 +2026-01-07 21:35:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6968.90 total_reward_ma:6699.47 loss:0.06582 fps:1378 +frame:4.27e+06 wall_t:3099 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.2 +2026-01-07 21:35:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6960.50 total_reward_ma:6705.73 loss:0.07879 fps:1378 +frame:4.28e+06 wall_t:3105 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.091 +2026-01-07 21:35:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7031.30 total_reward_ma:6712.96 loss:0.05085 fps:1379 +frame:4.29e+06 wall_t:3111 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.9805 +2026-01-07 21:35:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7062.80 total_reward_ma:6720.83 loss:0.09363 fps:1380 +frame:4.30e+06 wall_t:3117 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.004 +2026-01-07 21:36:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7119.90 total_reward_ma:6729.57 loss:0.1218 fps:1380 +frame:4.31e+06 wall_t:3123 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.101 +2026-01-07 21:36:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7095.20 total_reward_ma:6738.27 loss:0.06019 fps:1380 +frame:4.32e+06 wall_t:3130 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.117 +2026-01-07 21:36:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7106.70 total_reward_ma:6746.79 loss:0.04618 fps:1381 +frame:4.33e+06 wall_t:3136 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.9775 +2026-01-07 21:36:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7145.90 total_reward_ma:6755.52 loss:0.04194 fps:1381 +frame:4.34e+06 wall_t:3142 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.079 +2026-01-07 21:36:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7159.40 total_reward_ma:6764.39 loss:0.06963 fps:1382 +frame:4.35e+06 wall_t:3148 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.966 +2026-01-07 21:36:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7121.30 total_reward_ma:6772.36 loss:0.0396 fps:1382 +frame:4.36e+06 wall_t:3154 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.9333 +2026-01-07 21:36:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7085.50 total_reward_ma:6779.91 loss:0.1101 fps:1383 +frame:4.37e+06 wall_t:3160 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.04 +2026-01-07 21:36:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7101.10 total_reward_ma:6788.05 loss:0.03082 fps:1383 +frame:4.38e+06 wall_t:3166 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.9501 +2026-01-07 21:36:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7133.00 total_reward_ma:6795.91 loss:0.1411 fps:1384 +frame:4.39e+06 wall_t:3172 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.085 +2026-01-07 21:36:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7129.40 total_reward_ma:6803.49 loss:0.101 fps:1385 +frame:4.40e+06 wall_t:3178 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.9387 +2026-01-07 21:37:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7135.40 total_reward_ma:6810.82 loss:0.1036 fps:1385 +frame:4.41e+06 wall_t:3184 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.9902 +2026-01-07 21:37:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7112.50 total_reward_ma:6817.58 loss:0.08137 fps:1386 +frame:4.42e+06 wall_t:3190 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.118 +2026-01-07 21:37:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7073.00 total_reward_ma:6823.94 loss:0.06265 fps:1386 +frame:4.43e+06 wall_t:3196 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.001 +2026-01-07 21:37:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7016.50 total_reward_ma:6829.44 loss:0.1235 fps:1386 +frame:4.44e+06 wall_t:3203 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.9051 +2026-01-07 21:37:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7006.70 total_reward_ma:6835.74 loss:0.08705 fps:1387 +frame:4.45e+06 wall_t:3209 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.019 +2026-01-07 21:37:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7027.10 total_reward_ma:6841.74 loss:0.1087 fps:1388 +frame:4.46e+06 wall_t:3214 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.007 +2026-01-07 21:37:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7055.80 total_reward_ma:6848.62 loss:0.07551 fps:1388 +frame:4.47e+06 wall_t:3220 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.055 +2026-01-07 21:37:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6991.50 total_reward_ma:6854.88 loss:0.05151 fps:1389 +frame:4.48e+06 wall_t:3226 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.178 +2026-01-07 21:37:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6976.20 total_reward_ma:6860.83 loss:0.05217 fps:1389 +frame:4.49e+06 wall_t:3232 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.092 +2026-01-07 21:37:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6928.30 total_reward_ma:6865.85 loss:0.07247 fps:1390 +frame:4.50e+06 wall_t:3238 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.229 +2026-01-07 21:38:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6883.80 total_reward_ma:6870.16 loss:0.1127 fps:1390 +frame:4.51e+06 wall_t:3244 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.046 +2026-01-07 21:38:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6924.90 total_reward_ma:6874.26 loss:0.05475 fps:1391 +frame:4.52e+06 wall_t:3250 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.9884 +2026-01-07 21:38:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6901.40 total_reward_ma:6878.13 loss:0.07658 fps:1391 +frame:4.53e+06 wall_t:3256 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.136 +2026-01-07 21:38:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6905.80 total_reward_ma:6881.95 loss:0.01677 fps:1392 +frame:4.54e+06 wall_t:3262 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.9037 +2026-01-07 21:38:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6972.70 total_reward_ma:6886.31 loss:0.08218 fps:1392 +frame:4.55e+06 wall_t:3268 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.152 +2026-01-07 21:38:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6973.40 total_reward_ma:6889.41 loss:0.1086 fps:1393 +frame:4.56e+06 wall_t:3274 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.096 +2026-01-07 21:38:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:6977.70 total_reward_ma:6892.52 loss:0.08611 fps:1393 +frame:4.57e+06 wall_t:3280 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.7825 +2026-01-07 21:38:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7012.40 total_reward_ma:6895.04 loss:0.07195 fps:1394 +frame:4.58e+06 wall_t:3285 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.044 +2026-01-07 21:38:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7034.40 total_reward_ma:6897.22 loss:0.06845 fps:1395 +frame:4.59e+06 wall_t:3291 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.008 +2026-01-07 21:38:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7016.10 total_reward_ma:6898.97 loss:0.05542 fps:1395 +frame:4.60e+06 wall_t:3297 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.8102 +2026-01-07 21:39:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7117.80 total_reward_ma:6902.02 loss:0.02726 fps:1396 +frame:4.61e+06 wall_t:3302 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.125 +2026-01-07 21:39:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7200.00 total_reward_ma:6906.03 loss:0.06362 fps:1397 +frame:4.62e+06 wall_t:3308 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.019 +2026-01-07 21:39:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7255.00 total_reward_ma:6910.75 loss:0.06437 fps:1397 +frame:4.63e+06 wall_t:3314 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.12 +2026-01-07 21:39:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7246.40 total_reward_ma:6914.86 loss:0.03176 fps:1398 +frame:4.64e+06 wall_t:3320 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.241 +2026-01-07 21:39:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7236.20 total_reward_ma:6918.91 loss:0.03735 fps:1398 +frame:4.65e+06 wall_t:3326 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.883 +2026-01-07 21:39:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7226.90 total_reward_ma:6922.97 loss:0.07064 fps:1399 +frame:4.66e+06 wall_t:3332 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.8653 +2026-01-07 21:39:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7254.10 total_reward_ma:6927.22 loss:0.03408 fps:1399 +frame:4.67e+06 wall_t:3338 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.9961 +2026-01-07 21:39:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7277.90 total_reward_ma:6931.55 loss:0.04418 fps:1400 +frame:4.68e+06 wall_t:3344 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.8763 +2026-01-07 21:39:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7331.10 total_reward_ma:6936.94 loss:0.1199 fps:1400 +frame:4.69e+06 wall_t:3350 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.073 +2026-01-07 21:39:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7351.20 total_reward_ma:6942.95 loss:0.1011 fps:1400 +frame:4.70e+06 wall_t:3356 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.201 +2026-01-07 21:40:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7326.90 total_reward_ma:6949.00 loss:0.09489 fps:1401 +frame:4.71e+06 wall_t:3363 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.89 +2026-01-07 21:40:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7264.90 total_reward_ma:6954.56 loss:0.06553 fps:1401 +frame:4.72e+06 wall_t:3369 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.009 +2026-01-07 21:40:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7220.90 total_reward_ma:6959.74 loss:0.03598 fps:1401 +frame:4.73e+06 wall_t:3375 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.8283 +2026-01-07 21:40:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7176.10 total_reward_ma:6964.07 loss:0.03198 fps:1402 +frame:4.74e+06 wall_t:3380 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.9482 +2026-01-07 21:40:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7167.30 total_reward_ma:6968.18 loss:0.06579 fps:1403 +frame:4.75e+06 wall_t:3386 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.254 +2026-01-07 21:40:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7140.10 total_reward_ma:6971.09 loss:0.1006 fps:1403 +frame:4.76e+06 wall_t:3392 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.8857 +2026-01-07 21:40:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7183.80 total_reward_ma:6974.62 loss:0.0826 fps:1404 +frame:4.77e+06 wall_t:3398 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.003 +2026-01-07 21:40:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7166.90 total_reward_ma:6978.17 loss:0.1049 fps:1405 +frame:4.78e+06 wall_t:3403 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.7969 +2026-01-07 21:40:49 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7150.60 total_reward_ma:6981.97 loss:0.08425 fps:1405 +frame:4.79e+06 wall_t:3409 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.183 +2026-01-07 21:40:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7166.50 total_reward_ma:6985.54 loss:0.02532 fps:1406 +frame:4.80e+06 wall_t:3415 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.9962 +2026-01-07 21:41:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7173.70 total_reward_ma:6989.24 loss:0.06878 fps:1406 +frame:4.81e+06 wall_t:3422 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.9289 +2026-01-07 21:41:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7194.00 total_reward_ma:6993.15 loss:0.06589 fps:1406 +frame:4.82e+06 wall_t:3428 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.051 +2026-01-07 21:41:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7235.20 total_reward_ma:6996.63 loss:0.04662 fps:1407 +frame:4.83e+06 wall_t:3434 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.9075 +2026-01-07 21:41:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7288.90 total_reward_ma:7000.59 loss:0.08273 fps:1407 +frame:4.84e+06 wall_t:3440 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.167 +2026-01-07 21:41:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7288.80 total_reward_ma:7004.49 loss:0.04505 fps:1407 +frame:4.85e+06 wall_t:3446 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.7882 +2026-01-07 21:41:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7320.30 total_reward_ma:7008.33 loss:0.04784 fps:1407 +frame:4.86e+06 wall_t:3453 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.7863 +2026-01-07 21:41:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7294.00 total_reward_ma:7012.71 loss:0.04167 fps:1408 +frame:4.87e+06 wall_t:3458 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.9133 +2026-01-07 21:41:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7267.10 total_reward_ma:7016.71 loss:0.03591 fps:1409 +frame:4.88e+06 wall_t:3464 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.6865 +2026-01-07 21:41:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7291.00 total_reward_ma:7020.88 loss:0.05171 fps:1409 +frame:4.89e+06 wall_t:3470 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.171 +2026-01-07 21:41:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7266.80 total_reward_ma:7024.30 loss:0.07631 fps:1410 +frame:4.90e+06 wall_t:3476 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.9624 +2026-01-07 21:42:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7265.00 total_reward_ma:7028.19 loss:0.06741 fps:1410 +frame:4.91e+06 wall_t:3482 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.9573 +2026-01-07 21:42:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7272.70 total_reward_ma:7031.57 loss:0.09527 fps:1411 +frame:4.92e+06 wall_t:3487 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.9846 +2026-01-07 21:42:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7255.10 total_reward_ma:7034.58 loss:0.03744 fps:1411 +frame:4.93e+06 wall_t:3493 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.8751 +2026-01-07 21:42:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7273.60 total_reward_ma:7037.80 loss:0.09688 fps:1412 +frame:4.94e+06 wall_t:3499 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.3 +2026-01-07 21:42:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7273.60 total_reward_ma:7041.66 loss:0.07904 fps:1413 +frame:4.95e+06 wall_t:3504 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.013 +2026-01-07 21:42:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7253.40 total_reward_ma:7046.28 loss:0.06328 fps:1413 +frame:4.96e+06 wall_t:3510 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.9823 +2026-01-07 21:42:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7287.20 total_reward_ma:7051.08 loss:0.07429 fps:1414 +frame:4.97e+06 wall_t:3516 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.021 +2026-01-07 21:42:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7309.90 total_reward_ma:7056.52 loss:0.06452 fps:1414 +frame:4.98e+06 wall_t:3522 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.8748 +2026-01-07 21:42:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7293.40 total_reward_ma:7061.97 loss:0.1085 fps:1414 +frame:4.99e+06 wall_t:3528 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.242 +2026-01-07 21:42:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7306.60 total_reward_ma:7067.87 loss:0.08658 fps:1415 +frame:5.00e+06 wall_t:3534 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.8849 +2026-01-07 21:43:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7298.50 total_reward_ma:7072.84 loss:0.1183 fps:1415 +frame:5.01e+06 wall_t:3540 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.224 +2026-01-07 21:43:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7261.80 total_reward_ma:7077.79 loss:0.08737 fps:1416 +frame:5.02e+06 wall_t:3546 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.073 +2026-01-07 21:43:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7259.10 total_reward_ma:7082.62 loss:0.1007 fps:1416 +frame:5.03e+06 wall_t:3552 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.783 +2026-01-07 21:43:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7259.90 total_reward_ma:7088.09 loss:0.06727 fps:1417 +frame:5.04e+06 wall_t:3558 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.9177 +2026-01-07 21:43:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7273.70 total_reward_ma:7093.31 loss:0.03066 fps:1417 +frame:5.05e+06 wall_t:3563 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.8361 +2026-01-07 21:43:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7339.30 total_reward_ma:7098.29 loss:0.08159 fps:1418 +frame:5.06e+06 wall_t:3569 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.122 +2026-01-07 21:43:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7308.10 total_reward_ma:7103.67 loss:0.05053 fps:1418 +frame:5.07e+06 wall_t:3575 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.149 +2026-01-07 21:43:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7304.20 total_reward_ma:7109.17 loss:0.04471 fps:1419 +frame:5.08e+06 wall_t:3581 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.8588 +2026-01-07 21:43:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7309.80 total_reward_ma:7113.79 loss:0.0283 fps:1419 +frame:5.09e+06 wall_t:3587 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.7993 +2026-01-07 21:43:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7322.20 total_reward_ma:7118.98 loss:0.06399 fps:1419 +frame:5.10e+06 wall_t:3593 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.9904 +2026-01-07 21:43:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7339.80 total_reward_ma:7124.13 loss:0.08106 fps:1420 +frame:5.11e+06 wall_t:3599 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.249 +2026-01-07 21:44:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7347.90 total_reward_ma:7129.16 loss:0.04277 fps:1420 +frame:5.12e+06 wall_t:3605 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.087 +2026-01-07 21:44:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7350.40 total_reward_ma:7134.83 loss:0.1079 fps:1421 +frame:5.13e+06 wall_t:3611 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.9398 +2026-01-07 21:44:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7371.70 total_reward_ma:7140.63 loss:0.06141 fps:1421 +frame:5.14e+06 wall_t:3617 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.138 +2026-01-07 21:44:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7403.80 total_reward_ma:7146.71 loss:0.02466 fps:1421 +frame:5.15e+06 wall_t:3623 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.9241 +2026-01-07 21:44:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7404.80 total_reward_ma:7152.70 loss:0.04057 fps:1422 +frame:5.16e+06 wall_t:3629 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.105 +2026-01-07 21:44:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7394.80 total_reward_ma:7158.19 loss:0.05959 fps:1422 +frame:5.17e+06 wall_t:3635 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.145 +2026-01-07 21:44:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7410.80 total_reward_ma:7163.19 loss:0.06782 fps:1423 +frame:5.18e+06 wall_t:3641 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.005 +2026-01-07 21:44:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7405.60 total_reward_ma:7168.83 loss:0.063 fps:1423 +frame:5.19e+06 wall_t:3647 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.11 +2026-01-07 21:44:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7426.80 total_reward_ma:7174.16 loss:0.04839 fps:1423 +frame:5.20e+06 wall_t:3653 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.8428 +2026-01-07 21:44:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7407.30 total_reward_ma:7179.44 loss:0.0167 fps:1424 +frame:5.21e+06 wall_t:3658 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.891 +2026-01-07 21:45:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7471.50 total_reward_ma:7184.82 loss:0.02834 fps:1424 +frame:5.22e+06 wall_t:3665 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.9718 +2026-01-07 21:45:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7486.60 total_reward_ma:7190.29 loss:0.06256 fps:1424 +frame:5.23e+06 wall_t:3672 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.8739 +2026-01-07 21:45:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7541.00 total_reward_ma:7196.32 loss:0.05882 fps:1425 +frame:5.24e+06 wall_t:3678 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.994 +2026-01-07 21:45:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7552.30 total_reward_ma:7202.08 loss:0.06919 fps:1425 +frame:5.25e+06 wall_t:3684 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.962 +2026-01-07 21:45:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7474.90 total_reward_ma:7207.44 loss:0.05123 fps:1425 +frame:5.26e+06 wall_t:3690 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.9511 +2026-01-07 21:45:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7448.40 total_reward_ma:7212.23 loss:0.1244 fps:1426 +frame:5.27e+06 wall_t:3696 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.081 +2026-01-07 21:45:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7451.60 total_reward_ma:7217.15 loss:0.0446 fps:1426 +frame:5.28e+06 wall_t:3702 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.8814 +2026-01-07 21:45:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7452.40 total_reward_ma:7221.36 loss:0.1004 fps:1427 +frame:5.29e+06 wall_t:3708 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.085 +2026-01-07 21:45:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7431.40 total_reward_ma:7225.04 loss:0.03467 fps:1427 +frame:5.30e+06 wall_t:3713 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.152 +2026-01-07 21:45:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7381.50 total_reward_ma:7227.66 loss:0.06339 fps:1428 +frame:5.31e+06 wall_t:3719 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.9504 +2026-01-07 21:46:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7382.50 total_reward_ma:7230.53 loss:0.05879 fps:1428 +frame:5.32e+06 wall_t:3725 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.175 +2026-01-07 21:46:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7365.80 total_reward_ma:7233.12 loss:0.02701 fps:1429 +frame:5.33e+06 wall_t:3731 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.7834 +2026-01-07 21:46:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7294.40 total_reward_ma:7234.61 loss:0.0461 fps:1429 +frame:5.34e+06 wall_t:3737 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.9256 +2026-01-07 21:46:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7288.70 total_reward_ma:7235.90 loss:0.01178 fps:1429 +frame:5.35e+06 wall_t:3743 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.058 +2026-01-07 21:46:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7303.70 total_reward_ma:7237.72 loss:0.01829 fps:1430 +frame:5.36e+06 wall_t:3749 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.9725 +2026-01-07 21:46:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7337.10 total_reward_ma:7240.24 loss:0.04605 fps:1430 +frame:5.37e+06 wall_t:3755 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.279 +2026-01-07 21:46:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7407.10 total_reward_ma:7243.30 loss:0.04485 fps:1430 +frame:5.38e+06 wall_t:3761 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.9474 +2026-01-07 21:46:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7401.00 total_reward_ma:7245.98 loss:0.09925 fps:1431 +frame:5.39e+06 wall_t:3766 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.192 +2026-01-07 21:46:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7412.30 total_reward_ma:7248.81 loss:0.01992 fps:1431 +frame:5.40e+06 wall_t:3773 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.8686 +2026-01-07 21:46:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7428.20 total_reward_ma:7251.74 loss:0.05875 fps:1432 +frame:5.41e+06 wall_t:3778 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.8993 +2026-01-07 21:47:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7440.10 total_reward_ma:7255.01 loss:0.1152 fps:1432 +frame:5.42e+06 wall_t:3785 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.132 +2026-01-07 21:47:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7399.90 total_reward_ma:7258.28 loss:0.04827 fps:1432 +frame:5.43e+06 wall_t:3791 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.7902 +2026-01-07 21:47:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7428.20 total_reward_ma:7262.40 loss:0.1052 fps:1433 +frame:5.44e+06 wall_t:3797 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.168 +2026-01-07 21:47:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7444.50 total_reward_ma:7266.78 loss:0.03372 fps:1433 +frame:5.45e+06 wall_t:3803 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.12 +2026-01-07 21:47:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7484.90 total_reward_ma:7271.36 loss:0.08937 fps:1433 +frame:5.46e+06 wall_t:3809 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.9132 +2026-01-07 21:47:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7472.10 total_reward_ma:7275.52 loss:0.08542 fps:1434 +frame:5.47e+06 wall_t:3814 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.163 +2026-01-07 21:47:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7456.10 total_reward_ma:7280.17 loss:0.004522 fps:1435 +frame:5.48e+06 wall_t:3820 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.6922 +2026-01-07 21:47:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7442.60 total_reward_ma:7284.83 loss:0.07352 fps:1435 +frame:5.49e+06 wall_t:3826 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.183 +2026-01-07 21:47:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7447.80 total_reward_ma:7290.02 loss:0.1027 fps:1435 +frame:5.50e+06 wall_t:3832 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.8884 +2026-01-07 21:47:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7444.80 total_reward_ma:7295.63 loss:0.02996 fps:1436 +frame:5.51e+06 wall_t:3838 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.9469 +2026-01-07 21:48:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7477.00 total_reward_ma:7301.16 loss:0.03959 fps:1436 +frame:5.52e+06 wall_t:3844 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.213 +2026-01-07 21:48:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7492.70 total_reward_ma:7307.07 loss:0.05802 fps:1436 +frame:5.53e+06 wall_t:3850 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.8783 +2026-01-07 21:48:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7537.40 total_reward_ma:7313.38 loss:0.02606 fps:1437 +frame:5.54e+06 wall_t:3856 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.8523 +2026-01-07 21:48:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7569.90 total_reward_ma:7319.36 loss:0.09742 fps:1437 +frame:5.55e+06 wall_t:3862 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.005 +2026-01-07 21:48:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7467.40 total_reward_ma:7324.30 loss:0.06261 fps:1437 +frame:5.56e+06 wall_t:3869 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.076 +2026-01-07 21:48:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7445.60 total_reward_ma:7328.98 loss:0.0499 fps:1437 +frame:5.57e+06 wall_t:3875 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.147 +2026-01-07 21:48:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7497.50 total_reward_ma:7333.83 loss:0.06421 fps:1438 +frame:5.58e+06 wall_t:3881 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.111 +2026-01-07 21:48:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7470.50 total_reward_ma:7338.19 loss:0.09994 fps:1438 +frame:5.59e+06 wall_t:3887 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.293 +2026-01-07 21:48:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7493.00 total_reward_ma:7342.96 loss:0.07674 fps:1438 +frame:5.60e+06 wall_t:3893 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.8786 +2026-01-07 21:48:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7482.90 total_reward_ma:7346.61 loss:0.0735 fps:1439 +frame:5.61e+06 wall_t:3899 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.125 +2026-01-07 21:49:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7441.30 total_reward_ma:7349.02 loss:0.1015 fps:1439 +frame:5.62e+06 wall_t:3905 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.091 +2026-01-07 21:49:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7422.00 total_reward_ma:7350.69 loss:0.05761 fps:1440 +frame:5.63e+06 wall_t:3911 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.8585 +2026-01-07 21:49:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7413.90 total_reward_ma:7352.36 loss:0.08175 fps:1440 +frame:5.64e+06 wall_t:3916 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.054 +2026-01-07 21:49:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7405.30 total_reward_ma:7354.06 loss:0.02392 fps:1441 +frame:5.65e+06 wall_t:3922 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.8853 +2026-01-07 21:49:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7400.90 total_reward_ma:7355.80 loss:0.04995 fps:1441 +frame:5.66e+06 wall_t:3928 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.8187 +2026-01-07 21:49:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7470.60 total_reward_ma:7357.96 loss:0.03813 fps:1441 +frame:5.67e+06 wall_t:3934 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.9695 +2026-01-07 21:49:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7437.10 total_reward_ma:7359.55 loss:0.06515 fps:1442 +frame:5.68e+06 wall_t:3940 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.075 +2026-01-07 21:49:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7439.20 total_reward_ma:7360.63 loss:0.01369 fps:1442 +frame:5.69e+06 wall_t:3946 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.9347 +2026-01-07 21:49:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7437.70 total_reward_ma:7361.50 loss:0.06036 fps:1442 +frame:5.70e+06 wall_t:3953 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.125 +2026-01-07 21:49:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7386.30 total_reward_ma:7362.09 loss:0.04255 fps:1442 +frame:5.71e+06 wall_t:3959 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.8095 +2026-01-07 21:50:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7388.00 total_reward_ma:7363.32 loss:0.07055 fps:1443 +frame:5.72e+06 wall_t:3964 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.9334 +2026-01-07 21:50:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7481.40 total_reward_ma:7365.93 loss:0.1003 fps:1443 +frame:5.73e+06 wall_t:3970 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.97 +2026-01-07 21:50:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7434.30 total_reward_ma:7368.51 loss:0.07626 fps:1444 +frame:5.74e+06 wall_t:3976 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.112 +2026-01-07 21:50:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7471.90 total_reward_ma:7371.56 loss:0.01916 fps:1444 +frame:5.75e+06 wall_t:3982 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.9346 +2026-01-07 21:50:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7474.30 total_reward_ma:7374.90 loss:0.008698 fps:1444 +frame:5.76e+06 wall_t:3989 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.152 +2026-01-07 21:50:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7510.90 total_reward_ma:7378.17 loss:0.06728 fps:1445 +frame:5.77e+06 wall_t:3994 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.9131 +2026-01-07 21:50:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7533.20 total_reward_ma:7381.83 loss:0.1303 fps:1445 +frame:5.78e+06 wall_t:4000 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.8642 +2026-01-07 21:50:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7573.90 total_reward_ma:7386.07 loss:0.02389 fps:1445 +frame:5.79e+06 wall_t:4006 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.9471 +2026-01-07 21:50:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7575.80 total_reward_ma:7390.16 loss:0.04332 fps:1446 +frame:5.80e+06 wall_t:4012 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.027 +2026-01-07 21:50:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7559.10 total_reward_ma:7394.01 loss:0.08414 fps:1446 +frame:5.81e+06 wall_t:4018 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.167 +2026-01-07 21:51:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7549.50 total_reward_ma:7397.57 loss:0.01289 fps:1446 +frame:5.82e+06 wall_t:4024 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.9399 +2026-01-07 21:51:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7529.20 total_reward_ma:7400.51 loss:0.04171 fps:1447 +frame:5.83e+06 wall_t:4030 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.8533 +2026-01-07 21:51:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7548.00 total_reward_ma:7403.10 loss:0.04333 fps:1447 +frame:5.84e+06 wall_t:4036 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.9594 +2026-01-07 21:51:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7540.20 total_reward_ma:7405.61 loss:0.02745 fps:1447 +frame:5.85e+06 wall_t:4042 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.035 +2026-01-07 21:51:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7543.00 total_reward_ma:7407.84 loss:-0.004317 fps:1448 +frame:5.86e+06 wall_t:4048 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.8635 +2026-01-07 21:51:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7504.50 total_reward_ma:7409.94 loss:0.04689 fps:1448 +frame:5.87e+06 wall_t:4054 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.047 +2026-01-07 21:51:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7489.60 total_reward_ma:7412.17 loss:0.03588 fps:1448 +frame:5.88e+06 wall_t:4060 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.9191 +2026-01-07 21:51:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7519.90 total_reward_ma:7414.46 loss:0.05935 fps:1449 +frame:5.89e+06 wall_t:4065 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.068 +2026-01-07 21:51:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7513.40 total_reward_ma:7416.92 loss:0.02404 fps:1449 +frame:5.90e+06 wall_t:4072 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.9289 +2026-01-07 21:51:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7527.40 total_reward_ma:7419.55 loss:0.03278 fps:1449 +frame:5.91e+06 wall_t:4078 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.8615 +2026-01-07 21:52:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7557.20 total_reward_ma:7422.39 loss:0.02011 fps:1450 +frame:5.92e+06 wall_t:4084 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.7564 +2026-01-07 21:52:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7642.00 total_reward_ma:7426.26 loss:0.07137 fps:1450 +frame:5.93e+06 wall_t:4090 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.2 +2026-01-07 21:52:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7620.50 total_reward_ma:7429.73 loss:0.03151 fps:1450 +frame:5.94e+06 wall_t:4096 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.145 +2026-01-07 21:52:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7591.70 total_reward_ma:7432.91 loss:0.03345 fps:1451 +frame:5.95e+06 wall_t:4102 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.044 +2026-01-07 21:52:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7563.80 total_reward_ma:7436.02 loss:0.007637 fps:1451 +frame:5.96e+06 wall_t:4108 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.7839 +2026-01-07 21:52:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7551.40 total_reward_ma:7438.66 loss:0.04086 fps:1451 +frame:5.97e+06 wall_t:4114 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.009 +2026-01-07 21:52:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7553.90 total_reward_ma:7441.10 loss:0.01073 fps:1452 +frame:5.98e+06 wall_t:4119 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.9466 +2026-01-07 21:52:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7572.90 total_reward_ma:7443.89 loss:0.04404 fps:1452 +frame:5.99e+06 wall_t:4125 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.134 +2026-01-07 21:52:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7541.30 total_reward_ma:7446.24 loss:0.051 fps:1452 +frame:6.00e+06 wall_t:4131 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.038 +2026-01-07 21:52:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7517.90 total_reward_ma:7448.43 loss:0.022 fps:1453 +frame:6.01e+06 wall_t:4137 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.878 +2026-01-07 21:53:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7509.40 total_reward_ma:7450.91 loss:0.03489 fps:1453 +frame:6.02e+06 wall_t:4143 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.375 +2026-01-07 21:53:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7511.00 total_reward_ma:7453.43 loss:0.04849 fps:1453 +frame:6.03e+06 wall_t:4149 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.8603 +2026-01-07 21:53:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7516.90 total_reward_ma:7456.00 loss:0.05362 fps:1454 +frame:6.04e+06 wall_t:4155 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.9796 +2026-01-07 21:53:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7542.70 total_reward_ma:7458.69 loss:0.09335 fps:1454 +frame:6.05e+06 wall_t:4161 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.9491 +2026-01-07 21:53:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7565.80 total_reward_ma:7460.96 loss:0.03047 fps:1455 +frame:6.06e+06 wall_t:4166 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 21:53:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7589.20 total_reward_ma:7463.77 loss:0.041 fps:1455 +frame:6.07e+06 wall_t:4172 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.918 +2026-01-07 21:53:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7616.40 total_reward_ma:7466.89 loss:0.02279 fps:1455 +frame:6.08e+06 wall_t:4178 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.9534 +2026-01-07 21:53:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7592.20 total_reward_ma:7469.71 loss:0.07075 fps:1456 +frame:6.09e+06 wall_t:4184 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 21:53:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7604.20 total_reward_ma:7472.53 loss:0.01661 fps:1456 +frame:6.10e+06 wall_t:4190 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7655 +2026-01-07 21:53:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7623.20 total_reward_ma:7475.37 loss:0.06069 fps:1456 +frame:6.11e+06 wall_t:4196 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.112 +2026-01-07 21:54:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7635.30 total_reward_ma:7478.24 loss:0.04796 fps:1456 +frame:6.12e+06 wall_t:4202 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 21:54:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7662.60 total_reward_ma:7481.36 loss:0.07485 fps:1457 +frame:6.13e+06 wall_t:4208 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 21:54:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7648.10 total_reward_ma:7484.13 loss:0.02889 fps:1457 +frame:6.14e+06 wall_t:4214 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.8927 +2026-01-07 21:54:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7626.80 total_reward_ma:7486.36 loss:0.09237 fps:1458 +frame:6.15e+06 wall_t:4219 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.276 +2026-01-07 21:54:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7623.60 total_reward_ma:7488.54 loss:0.02014 fps:1458 +frame:6.16e+06 wall_t:4225 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.9623 +2026-01-07 21:54:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7634.40 total_reward_ma:7490.94 loss:0.0803 fps:1458 +frame:6.17e+06 wall_t:4232 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 21:54:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7619.20 total_reward_ma:7493.02 loss:0.01034 fps:1458 +frame:6.18e+06 wall_t:4238 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 21:54:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7617.90 total_reward_ma:7495.15 loss:0.08782 fps:1459 +frame:6.19e+06 wall_t:4244 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 21:54:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7623.50 total_reward_ma:7497.11 loss:0.0185 fps:1459 +frame:6.20e+06 wall_t:4250 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.8915 +2026-01-07 21:54:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7629.30 total_reward_ma:7499.33 loss:2.902e-06 fps:1459 +frame:6.21e+06 wall_t:4256 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 21:55:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7601.10 total_reward_ma:7500.63 loss:0.04446 fps:1459 +frame:6.22e+06 wall_t:4263 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 21:55:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7598.00 total_reward_ma:7501.74 loss:0.05567 fps:1460 +frame:6.23e+06 wall_t:4268 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 21:55:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7598.50 total_reward_ma:7502.32 loss:0.04177 fps:1460 +frame:6.24e+06 wall_t:4274 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.9092 +2026-01-07 21:55:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7636.80 total_reward_ma:7503.16 loss:0.03181 fps:1460 +frame:6.25e+06 wall_t:4280 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.15 +2026-01-07 21:55:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7605.60 total_reward_ma:7504.47 loss:0.05457 fps:1461 +frame:6.26e+06 wall_t:4286 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 21:55:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7578.30 total_reward_ma:7505.77 loss:0.04397 fps:1461 +frame:6.27e+06 wall_t:4292 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 21:55:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7599.00 total_reward_ma:7507.24 loss:0.04244 fps:1461 +frame:6.28e+06 wall_t:4298 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 21:55:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7561.30 total_reward_ma:7508.33 loss:0.07761 fps:1461 +frame:6.29e+06 wall_t:4304 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.8743 +2026-01-07 21:55:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7558.40 total_reward_ma:7509.60 loss:0.09551 fps:1462 +frame:6.30e+06 wall_t:4310 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 21:55:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7520.70 total_reward_ma:7511.00 loss:0.04126 fps:1462 +frame:6.31e+06 wall_t:4316 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.9801 +2026-01-07 21:56:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7535.90 total_reward_ma:7512.53 loss:0.08668 fps:1463 +frame:6.32e+06 wall_t:4321 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 21:56:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7549.70 total_reward_ma:7514.37 loss:0.06101 fps:1463 +frame:6.33e+06 wall_t:4328 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 21:56:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7549.40 total_reward_ma:7516.92 loss:0.06423 fps:1463 +frame:6.34e+06 wall_t:4334 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 21:56:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7501.80 total_reward_ma:7519.05 loss:0.08193 fps:1463 +frame:6.35e+06 wall_t:4340 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.8958 +2026-01-07 21:56:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7471.10 total_reward_ma:7520.72 loss:0.1042 fps:1463 +frame:6.36e+06 wall_t:4346 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 21:56:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7510.70 total_reward_ma:7522.46 loss:0.04205 fps:1464 +frame:6.37e+06 wall_t:4352 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.6279 +2026-01-07 21:56:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7515.90 total_reward_ma:7523.55 loss:0.04176 fps:1464 +frame:6.38e+06 wall_t:4358 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.9537 +2026-01-07 21:56:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7501.00 total_reward_ma:7524.55 loss:0.0372 fps:1464 +frame:6.39e+06 wall_t:4364 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 21:56:49 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7546.40 total_reward_ma:7525.89 loss:0.04938 fps:1465 +frame:6.40e+06 wall_t:4369 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.9568 +2026-01-07 21:56:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7549.30 total_reward_ma:7527.10 loss:0.08048 fps:1465 +frame:6.41e+06 wall_t:4375 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.9608 +2026-01-07 21:57:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7594.90 total_reward_ma:7528.65 loss:0.06947 fps:1465 +frame:6.42e+06 wall_t:4381 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.8555 +2026-01-07 21:57:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7587.10 total_reward_ma:7530.52 loss:0.07642 fps:1466 +frame:6.43e+06 wall_t:4386 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 21:57:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7565.50 total_reward_ma:7531.89 loss:0.1031 fps:1466 +frame:6.44e+06 wall_t:4392 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.9979 +2026-01-07 21:57:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7541.60 total_reward_ma:7532.86 loss:0.04176 fps:1467 +frame:6.45e+06 wall_t:4398 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 21:57:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7590.80 total_reward_ma:7533.92 loss:0.04447 fps:1467 +frame:6.46e+06 wall_t:4404 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 21:57:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7604.70 total_reward_ma:7535.25 loss:0.08583 fps:1467 +frame:6.47e+06 wall_t:4410 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 21:57:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7608.80 total_reward_ma:7536.78 loss:-0.005734 fps:1467 +frame:6.48e+06 wall_t:4416 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.9181 +2026-01-07 21:57:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7618.30 total_reward_ma:7538.53 loss:0.07243 fps:1468 +frame:6.49e+06 wall_t:4421 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 21:57:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7647.60 total_reward_ma:7540.53 loss:0.09043 fps:1468 +frame:6.50e+06 wall_t:4428 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 21:57:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7606.50 total_reward_ma:7542.15 loss:0.03841 fps:1468 +frame:6.51e+06 wall_t:4434 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.8766 +2026-01-07 21:58:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7635.70 total_reward_ma:7543.73 loss:0.05509 fps:1468 +frame:6.52e+06 wall_t:4440 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 21:58:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7651.90 total_reward_ma:7545.33 loss:0.05623 fps:1469 +frame:6.53e+06 wall_t:4446 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.863 +2026-01-07 21:58:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7595.10 total_reward_ma:7545.90 loss:0.1057 fps:1469 +frame:6.54e+06 wall_t:4452 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 21:58:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7615.90 total_reward_ma:7546.36 loss:0.02492 fps:1470 +frame:6.55e+06 wall_t:4457 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 21:58:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7627.30 total_reward_ma:7547.96 loss:0.04787 fps:1470 +frame:6.56e+06 wall_t:4463 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 21:58:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7673.60 total_reward_ma:7550.24 loss:0.04891 fps:1470 +frame:6.57e+06 wall_t:4469 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 21:58:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7665.00 total_reward_ma:7551.92 loss:0.02468 fps:1470 +frame:6.58e+06 wall_t:4475 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 21:58:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7654.60 total_reward_ma:7553.76 loss:0.05611 fps:1471 +frame:6.59e+06 wall_t:4481 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 21:58:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7657.80 total_reward_ma:7555.41 loss:0.02579 fps:1471 +frame:6.60e+06 wall_t:4487 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.9268 +2026-01-07 21:58:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7687.80 total_reward_ma:7557.46 loss:0.09037 fps:1471 +frame:6.61e+06 wall_t:4493 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 21:58:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7711.00 total_reward_ma:7560.15 loss:0.07446 fps:1471 +frame:6.62e+06 wall_t:4499 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.9466 +2026-01-07 21:59:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7680.30 total_reward_ma:7562.74 loss:0.07321 fps:1472 +frame:6.63e+06 wall_t:4504 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.9228 +2026-01-07 21:59:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7701.20 total_reward_ma:7565.61 loss:0.02245 fps:1472 +frame:6.64e+06 wall_t:4511 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7878 +2026-01-07 21:59:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7702.10 total_reward_ma:7568.58 loss:0.04465 fps:1473 +frame:6.65e+06 wall_t:4516 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.9248 +2026-01-07 21:59:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7813.20 total_reward_ma:7572.70 loss:0.05389 fps:1473 +frame:6.66e+06 wall_t:4522 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 21:59:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7817.70 total_reward_ma:7576.17 loss:0.008406 fps:1473 +frame:6.67e+06 wall_t:4528 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.981 +2026-01-07 21:59:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7842.30 total_reward_ma:7580.22 loss:0.007417 fps:1473 +frame:6.68e+06 wall_t:4534 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.9132 +2026-01-07 21:59:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7833.60 total_reward_ma:7584.17 loss:0.09361 fps:1474 +frame:6.69e+06 wall_t:4540 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.7928 +2026-01-07 21:59:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7835.00 total_reward_ma:7588.14 loss:0.05041 fps:1474 +frame:6.70e+06 wall_t:4546 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 21:59:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7830.50 total_reward_ma:7592.58 loss:0.05828 fps:1474 +frame:6.71e+06 wall_t:4552 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 21:59:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7843.90 total_reward_ma:7597.14 loss:0.07481 fps:1474 +frame:6.72e+06 wall_t:4558 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.889 +2026-01-07 22:00:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7828.50 total_reward_ma:7600.61 loss:0.06576 fps:1475 +frame:6.73e+06 wall_t:4564 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.9534 +2026-01-07 22:00:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7824.30 total_reward_ma:7604.51 loss:0.01038 fps:1475 +frame:6.74e+06 wall_t:4570 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.8756 +2026-01-07 22:00:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7808.50 total_reward_ma:7607.88 loss:0.04593 fps:1475 +frame:6.75e+06 wall_t:4576 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:00:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7821.50 total_reward_ma:7611.35 loss:0.08771 fps:1475 +frame:6.76e+06 wall_t:4582 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.977 +2026-01-07 22:00:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7821.20 total_reward_ma:7614.45 loss:0.06986 fps:1476 +frame:6.77e+06 wall_t:4588 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.334 +2026-01-07 22:00:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7775.10 total_reward_ma:7616.87 loss:0.0115 fps:1476 +frame:6.78e+06 wall_t:4593 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.9802 +2026-01-07 22:00:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7755.30 total_reward_ma:7618.69 loss:0.06212 fps:1476 +frame:6.79e+06 wall_t:4599 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:00:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7740.60 total_reward_ma:7620.33 loss:0.07554 fps:1476 +frame:6.80e+06 wall_t:4606 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.9185 +2026-01-07 22:00:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7726.40 total_reward_ma:7622.01 loss:0.07957 fps:1477 +frame:6.81e+06 wall_t:4612 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.9693 +2026-01-07 22:00:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7714.50 total_reward_ma:7623.66 loss:0.04428 fps:1477 +frame:6.82e+06 wall_t:4618 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 22:01:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7726.30 total_reward_ma:7625.63 loss:0.05623 fps:1477 +frame:6.83e+06 wall_t:4623 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.9408 +2026-01-07 22:01:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7764.50 total_reward_ma:7627.79 loss:0.08439 fps:1478 +frame:6.84e+06 wall_t:4629 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.245 +2026-01-07 22:01:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7772.30 total_reward_ma:7630.11 loss:0.01296 fps:1478 +frame:6.85e+06 wall_t:4635 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 22:01:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7753.60 total_reward_ma:7632.22 loss:0.08228 fps:1478 +frame:6.86e+06 wall_t:4641 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.236 +2026-01-07 22:01:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7676.40 total_reward_ma:7633.94 loss:0.05329 fps:1479 +frame:6.87e+06 wall_t:4646 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:01:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7665.40 total_reward_ma:7635.70 loss:0.05617 fps:1479 +frame:6.88e+06 wall_t:4652 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.9486 +2026-01-07 22:01:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7687.60 total_reward_ma:7637.37 loss:0.05776 fps:1479 +frame:6.89e+06 wall_t:4658 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 22:01:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7672.40 total_reward_ma:7638.96 loss:0.0584 fps:1479 +frame:6.90e+06 wall_t:4664 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.7674 +2026-01-07 22:01:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7684.40 total_reward_ma:7640.53 loss:0.06672 fps:1480 +frame:6.91e+06 wall_t:4670 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 22:01:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7724.70 total_reward_ma:7642.21 loss:0.07415 fps:1480 +frame:6.92e+06 wall_t:4676 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.955 +2026-01-07 22:02:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7730.10 total_reward_ma:7643.09 loss:0.0416 fps:1480 +frame:6.93e+06 wall_t:4682 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.8783 +2026-01-07 22:02:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7718.90 total_reward_ma:7644.07 loss:0.0727 fps:1481 +frame:6.94e+06 wall_t:4687 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:02:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7733.80 total_reward_ma:7645.49 loss:0.04936 fps:1481 +frame:6.95e+06 wall_t:4693 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:02:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7734.60 total_reward_ma:7647.20 loss:0.04722 fps:1481 +frame:6.96e+06 wall_t:4699 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.9178 +2026-01-07 22:02:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7782.90 total_reward_ma:7649.52 loss:0.06285 fps:1481 +frame:6.97e+06 wall_t:4705 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.7826 +2026-01-07 22:02:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7761.10 total_reward_ma:7651.59 loss:0.0515 fps:1482 +frame:6.98e+06 wall_t:4711 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:02:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7859.20 total_reward_ma:7654.45 loss:0.0701 fps:1482 +frame:6.99e+06 wall_t:4717 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:02:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7846.30 total_reward_ma:7657.50 loss:0.03969 fps:1482 +frame:7.00e+06 wall_t:4722 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.9001 +2026-01-07 22:02:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7887.50 total_reward_ma:7661.20 loss:0.04357 fps:1483 +frame:7.01e+06 wall_t:4728 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.8263 +2026-01-07 22:02:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7900.40 total_reward_ma:7665.11 loss:0.07668 fps:1483 +frame:7.02e+06 wall_t:4734 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.9608 +2026-01-07 22:03:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7893.90 total_reward_ma:7668.94 loss:0.07296 fps:1483 +frame:7.03e+06 wall_t:4740 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.9883 +2026-01-07 22:03:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7880.50 total_reward_ma:7672.57 loss:0.1071 fps:1483 +frame:7.04e+06 wall_t:4746 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.9394 +2026-01-07 22:03:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7929.80 total_reward_ma:7676.44 loss:0.09353 fps:1484 +frame:7.05e+06 wall_t:4752 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.8841 +2026-01-07 22:03:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7901.30 total_reward_ma:7679.80 loss:0.04468 fps:1484 +frame:7.06e+06 wall_t:4758 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.8471 +2026-01-07 22:03:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7886.60 total_reward_ma:7682.77 loss:0.06366 fps:1484 +frame:7.07e+06 wall_t:4764 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.8996 +2026-01-07 22:03:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7864.40 total_reward_ma:7685.25 loss:0.05797 fps:1484 +frame:7.08e+06 wall_t:4770 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 22:03:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7796.30 total_reward_ma:7687.29 loss:0.09584 fps:1485 +frame:7.09e+06 wall_t:4775 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.9805 +2026-01-07 22:03:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7810.60 total_reward_ma:7689.36 loss:0.01444 fps:1485 +frame:7.10e+06 wall_t:4781 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.8887 +2026-01-07 22:03:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7807.20 total_reward_ma:7691.20 loss:0.02425 fps:1485 +frame:7.11e+06 wall_t:4787 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.9233 +2026-01-07 22:03:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7847.70 total_reward_ma:7693.32 loss:0.02583 fps:1486 +frame:7.12e+06 wall_t:4792 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.9432 +2026-01-07 22:03:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7835.20 total_reward_ma:7695.05 loss:0.07549 fps:1486 +frame:7.13e+06 wall_t:4798 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.8859 +2026-01-07 22:04:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7812.20 total_reward_ma:7696.69 loss:0.08436 fps:1486 +frame:7.14e+06 wall_t:4804 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 22:04:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7831.20 total_reward_ma:7698.73 loss:0.06405 fps:1486 +frame:7.15e+06 wall_t:4810 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:04:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7818.00 total_reward_ma:7700.68 loss:0.05371 fps:1487 +frame:7.16e+06 wall_t:4816 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.9449 +2026-01-07 22:04:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7811.90 total_reward_ma:7702.45 loss:0.03197 fps:1487 +frame:7.17e+06 wall_t:4822 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.9258 +2026-01-07 22:04:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7829.20 total_reward_ma:7704.55 loss:0.09663 fps:1487 +frame:7.18e+06 wall_t:4828 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:04:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7841.30 total_reward_ma:7706.79 loss:0.04416 fps:1487 +frame:7.19e+06 wall_t:4834 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.8646 +2026-01-07 22:04:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7873.00 total_reward_ma:7709.28 loss:0.03776 fps:1488 +frame:7.20e+06 wall_t:4840 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.8894 +2026-01-07 22:04:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7934.10 total_reward_ma:7712.33 loss:0.041 fps:1488 +frame:7.21e+06 wall_t:4846 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.8378 +2026-01-07 22:04:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7901.90 total_reward_ma:7715.34 loss:0.04883 fps:1488 +frame:7.22e+06 wall_t:4852 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.9208 +2026-01-07 22:04:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7883.60 total_reward_ma:7718.19 loss:0.04992 fps:1488 +frame:7.23e+06 wall_t:4858 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 22:05:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7820.70 total_reward_ma:7720.42 loss:0.08944 fps:1488 +frame:7.24e+06 wall_t:4864 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.9716 +2026-01-07 22:05:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7825.50 total_reward_ma:7722.30 loss:0.009545 fps:1489 +frame:7.25e+06 wall_t:4870 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 22:05:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7816.80 total_reward_ma:7724.41 loss:0.0187 fps:1489 +frame:7.26e+06 wall_t:4876 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.9365 +2026-01-07 22:05:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7811.60 total_reward_ma:7726.75 loss:0.03272 fps:1489 +frame:7.27e+06 wall_t:4881 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.9462 +2026-01-07 22:05:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7822.60 total_reward_ma:7728.98 loss:0.05225 fps:1490 +frame:7.28e+06 wall_t:4887 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.8868 +2026-01-07 22:05:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7825.40 total_reward_ma:7731.62 loss:0.1587 fps:1490 +frame:7.29e+06 wall_t:4893 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 22:05:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7816.50 total_reward_ma:7734.21 loss:0.1005 fps:1490 +frame:7.30e+06 wall_t:4899 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.9774 +2026-01-07 22:05:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7793.00 total_reward_ma:7736.93 loss:0.06557 fps:1490 +frame:7.31e+06 wall_t:4905 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 22:05:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7744.30 total_reward_ma:7739.01 loss:0.07761 fps:1491 +frame:7.32e+06 wall_t:4911 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.9021 +2026-01-07 22:05:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7742.70 total_reward_ma:7740.94 loss:0.05655 fps:1491 +frame:7.33e+06 wall_t:4917 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:06:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7715.90 total_reward_ma:7742.61 loss:0.04594 fps:1491 +frame:7.34e+06 wall_t:4922 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.8717 +2026-01-07 22:06:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7712.50 total_reward_ma:7744.71 loss:0.1043 fps:1491 +frame:7.35e+06 wall_t:4928 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 22:06:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7716.80 total_reward_ma:7747.17 loss:0.1334 fps:1492 +frame:7.36e+06 wall_t:4934 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.9695 +2026-01-07 22:06:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7727.90 total_reward_ma:7749.34 loss:0.04788 fps:1492 +frame:7.37e+06 wall_t:4940 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.282 +2026-01-07 22:06:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7700.00 total_reward_ma:7751.18 loss:0.04742 fps:1492 +frame:7.38e+06 wall_t:4946 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:06:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7702.00 total_reward_ma:7753.19 loss:0.03598 fps:1492 +frame:7.39e+06 wall_t:4952 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.9737 +2026-01-07 22:06:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7690.30 total_reward_ma:7754.63 loss:0.04945 fps:1493 +frame:7.40e+06 wall_t:4958 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.8922 +2026-01-07 22:06:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7720.00 total_reward_ma:7756.34 loss:0.01641 fps:1493 +frame:7.41e+06 wall_t:4964 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.8767 +2026-01-07 22:06:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7726.60 total_reward_ma:7757.66 loss:0.06466 fps:1493 +frame:7.42e+06 wall_t:4970 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 22:06:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7703.10 total_reward_ma:7758.82 loss:0.01186 fps:1493 +frame:7.43e+06 wall_t:4975 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.8245 +2026-01-07 22:07:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7745.20 total_reward_ma:7760.61 loss:0.04244 fps:1494 +frame:7.44e+06 wall_t:4981 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 22:07:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7731.40 total_reward_ma:7762.51 loss:0.05818 fps:1494 +frame:7.45e+06 wall_t:4987 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.8812 +2026-01-07 22:07:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7695.00 total_reward_ma:7763.55 loss:0.02298 fps:1494 +frame:7.46e+06 wall_t:4993 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.9593 +2026-01-07 22:07:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7691.80 total_reward_ma:7764.42 loss:0.09622 fps:1494 +frame:7.47e+06 wall_t:4999 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 22:07:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7731.40 total_reward_ma:7765.65 loss:0.06087 fps:1495 +frame:7.48e+06 wall_t:5005 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 22:07:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7726.60 total_reward_ma:7766.73 loss:0.01236 fps:1495 +frame:7.49e+06 wall_t:5011 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.7607 +2026-01-07 22:07:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7719.20 total_reward_ma:7767.45 loss:0.066 fps:1495 +frame:7.50e+06 wall_t:5017 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:07:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7699.50 total_reward_ma:7768.38 loss:0.03885 fps:1495 +frame:7.51e+06 wall_t:5023 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:07:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7679.10 total_reward_ma:7768.81 loss:0.0329 fps:1495 +frame:7.52e+06 wall_t:5030 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:07:55 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7671.40 total_reward_ma:7769.01 loss:0.01004 fps:1496 +frame:7.53e+06 wall_t:5035 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.9963 +2026-01-07 22:08:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7685.90 total_reward_ma:7769.92 loss:0.07144 fps:1495 +frame:7.54e+06 wall_t:5042 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:08:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7710.40 total_reward_ma:7770.86 loss:0.1069 fps:1496 +frame:7.55e+06 wall_t:5048 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.042 +2026-01-07 22:08:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7738.20 total_reward_ma:7771.97 loss:0.09925 fps:1496 +frame:7.56e+06 wall_t:5054 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 22:08:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7787.00 total_reward_ma:7773.10 loss:0.02932 fps:1496 +frame:7.57e+06 wall_t:5061 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.86 +2026-01-07 22:08:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7744.00 total_reward_ma:7773.89 loss:0.07478 fps:1496 +frame:7.58e+06 wall_t:5066 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.865 +2026-01-07 22:08:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7734.50 total_reward_ma:7774.69 loss:0.03896 fps:1496 +frame:7.59e+06 wall_t:5072 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:08:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7736.10 total_reward_ma:7775.48 loss:0.06194 fps:1497 +frame:7.60e+06 wall_t:5078 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.8725 +2026-01-07 22:08:43 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7733.40 total_reward_ma:7775.93 loss:0.09557 fps:1497 +frame:7.61e+06 wall_t:5083 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 22:08:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7723.40 total_reward_ma:7776.06 loss:0.0109 fps:1497 +frame:7.62e+06 wall_t:5090 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.011 +2026-01-07 22:08:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7751.90 total_reward_ma:7776.77 loss:0.008021 fps:1497 +frame:7.63e+06 wall_t:5096 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.9565 +2026-01-07 22:09:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7742.50 total_reward_ma:7777.19 loss:0.01233 fps:1497 +frame:7.64e+06 wall_t:5102 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.9713 +2026-01-07 22:09:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7701.30 total_reward_ma:7777.18 loss:0.02987 fps:1498 +frame:7.65e+06 wall_t:5108 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.9316 +2026-01-07 22:09:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7697.10 total_reward_ma:7776.02 loss:0.05598 fps:1498 +frame:7.66e+06 wall_t:5114 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 22:09:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7707.40 total_reward_ma:7774.91 loss:0.02215 fps:1498 +frame:7.67e+06 wall_t:5121 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 22:09:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7703.90 total_reward_ma:7773.53 loss:0.0007367 fps:1498 +frame:7.68e+06 wall_t:5127 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.9636 +2026-01-07 22:09:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7706.10 total_reward_ma:7772.25 loss:-0.001968 fps:1498 +frame:7.69e+06 wall_t:5133 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.8695 +2026-01-07 22:09:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7746.00 total_reward_ma:7771.37 loss:0.03406 fps:1498 +frame:7.70e+06 wall_t:5139 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.8118 +2026-01-07 22:09:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7725.50 total_reward_ma:7770.31 loss:0.1157 fps:1499 +frame:7.71e+06 wall_t:5145 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:09:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7678.30 total_reward_ma:7768.66 loss:0.03008 fps:1499 +frame:7.72e+06 wall_t:5151 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.8458 +2026-01-07 22:09:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7707.20 total_reward_ma:7767.45 loss:0.1041 fps:1499 +frame:7.73e+06 wall_t:5158 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.9038 +2026-01-07 22:10:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7703.70 total_reward_ma:7766.24 loss:0.07733 fps:1499 +frame:7.74e+06 wall_t:5164 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.9881 +2026-01-07 22:10:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7723.50 total_reward_ma:7765.39 loss:0.08319 fps:1499 +frame:7.75e+06 wall_t:5170 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.8624 +2026-01-07 22:10:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7725.00 total_reward_ma:7764.42 loss:0.06406 fps:1499 +frame:7.76e+06 wall_t:5176 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 22:10:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7734.60 total_reward_ma:7763.56 loss:0.06057 fps:1500 +frame:7.77e+06 wall_t:5181 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1 +2026-01-07 22:10:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7729.60 total_reward_ma:7763.10 loss:0.03641 fps:1500 +frame:7.78e+06 wall_t:5188 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:10:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7732.70 total_reward_ma:7762.88 loss:0.03224 fps:1500 +frame:7.79e+06 wall_t:5194 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.978 +2026-01-07 22:10:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7754.40 total_reward_ma:7763.02 loss:0.04825 fps:1500 +frame:7.80e+06 wall_t:5200 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 22:10:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7734.80 total_reward_ma:7763.10 loss:0.02485 fps:1500 +frame:7.81e+06 wall_t:5206 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.899 +2026-01-07 22:10:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7742.30 total_reward_ma:7763.38 loss:0.02326 fps:1500 +frame:7.82e+06 wall_t:5213 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.7747 +2026-01-07 22:10:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7790.00 total_reward_ma:7764.02 loss:0.0186 fps:1501 +frame:7.83e+06 wall_t:5218 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.8779 +2026-01-07 22:11:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7783.00 total_reward_ma:7764.20 loss:0.0671 fps:1501 +frame:7.84e+06 wall_t:5224 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.8228 +2026-01-07 22:11:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7767.50 total_reward_ma:7764.15 loss:0.07792 fps:1501 +frame:7.85e+06 wall_t:5230 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:11:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7737.00 total_reward_ma:7763.99 loss:0.1104 fps:1501 +frame:7.86e+06 wall_t:5235 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:11:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7751.60 total_reward_ma:7764.74 loss:0.06273 fps:1502 +frame:7.87e+06 wall_t:5241 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.928 +2026-01-07 22:11:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7767.10 total_reward_ma:7765.76 loss:0.008668 fps:1502 +frame:7.88e+06 wall_t:5247 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.7267 +2026-01-07 22:11:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7763.30 total_reward_ma:7766.51 loss:0.02476 fps:1502 +frame:7.89e+06 wall_t:5253 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.968 +2026-01-07 22:11:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7761.80 total_reward_ma:7767.41 loss:0.02641 fps:1502 +frame:7.90e+06 wall_t:5259 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.7898 +2026-01-07 22:11:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7737.10 total_reward_ma:7767.93 loss:0.04028 fps:1502 +frame:7.91e+06 wall_t:5265 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:11:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7733.80 total_reward_ma:7768.02 loss:0.005611 fps:1503 +frame:7.92e+06 wall_t:5271 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.7682 +2026-01-07 22:11:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7741.80 total_reward_ma:7768.14 loss:0.05195 fps:1503 +frame:7.93e+06 wall_t:5277 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:12:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7764.90 total_reward_ma:7768.60 loss:0.05688 fps:1503 +frame:7.94e+06 wall_t:5282 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.7741 +2026-01-07 22:12:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7748.40 total_reward_ma:7768.75 loss:0.1013 fps:1503 +frame:7.95e+06 wall_t:5289 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.8847 +2026-01-07 22:12:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7765.60 total_reward_ma:7769.06 loss:0.1216 fps:1503 +frame:7.96e+06 wall_t:5296 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 22:12:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7776.70 total_reward_ma:7768.99 loss:0.03289 fps:1503 +frame:7.97e+06 wall_t:5302 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.8735 +2026-01-07 22:12:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7806.50 total_reward_ma:7769.45 loss:0.03714 fps:1503 +frame:7.98e+06 wall_t:5308 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:12:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7810.80 total_reward_ma:7768.96 loss:0.07744 fps:1504 +frame:7.99e+06 wall_t:5314 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.9048 +2026-01-07 22:12:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7780.90 total_reward_ma:7768.31 loss:0.05459 fps:1504 +frame:8.00e+06 wall_t:5320 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 22:12:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7773.30 total_reward_ma:7767.17 loss:0.01681 fps:1504 +frame:8.01e+06 wall_t:5327 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.9053 +2026-01-07 22:12:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7765.10 total_reward_ma:7765.82 loss:0.05881 fps:1504 +frame:8.02e+06 wall_t:5333 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 22:12:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7785.10 total_reward_ma:7764.73 loss:-0.003642 fps:1504 +frame:8.03e+06 wall_t:5339 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.8795 +2026-01-07 22:13:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7767.40 total_reward_ma:7763.60 loss:0.04648 fps:1504 +frame:8.04e+06 wall_t:5345 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:13:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7783.00 total_reward_ma:7762.13 loss:0.009413 fps:1504 +frame:8.05e+06 wall_t:5351 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.8178 +2026-01-07 22:13:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7788.50 total_reward_ma:7761.00 loss:0.0215 fps:1505 +frame:8.06e+06 wall_t:5357 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:13:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7815.00 total_reward_ma:7760.28 loss:0.09188 fps:1505 +frame:8.07e+06 wall_t:5363 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:13:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7804.90 total_reward_ma:7759.69 loss:0.03998 fps:1505 +frame:8.08e+06 wall_t:5369 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.9657 +2026-01-07 22:13:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7785.10 total_reward_ma:7759.58 loss:0.05216 fps:1505 +frame:8.09e+06 wall_t:5375 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:13:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7730.50 total_reward_ma:7758.78 loss:0.09358 fps:1505 +frame:8.10e+06 wall_t:5381 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:13:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7745.10 total_reward_ma:7758.16 loss:0.02527 fps:1505 +frame:8.11e+06 wall_t:5387 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.206 +2026-01-07 22:13:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7733.80 total_reward_ma:7757.02 loss:0.02039 fps:1505 +frame:8.12e+06 wall_t:5394 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.7385 +2026-01-07 22:14:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7758.20 total_reward_ma:7756.25 loss:0.02307 fps:1506 +frame:8.13e+06 wall_t:5400 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.9292 +2026-01-07 22:14:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7740.70 total_reward_ma:7755.53 loss:0.0007942 fps:1506 +frame:8.14e+06 wall_t:5406 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.9579 +2026-01-07 22:14:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7750.70 total_reward_ma:7754.73 loss:0.009261 fps:1506 +frame:8.15e+06 wall_t:5412 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.9218 +2026-01-07 22:14:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7719.50 total_reward_ma:7753.74 loss:0.02062 fps:1506 +frame:8.16e+06 wall_t:5418 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:14:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7725.00 total_reward_ma:7752.87 loss:0.05035 fps:1506 +frame:8.17e+06 wall_t:5424 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.8728 +2026-01-07 22:14:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7697.60 total_reward_ma:7751.56 loss:0.07622 fps:1506 +frame:8.18e+06 wall_t:5430 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.9897 +2026-01-07 22:14:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7683.90 total_reward_ma:7749.98 loss:0.007611 fps:1507 +frame:8.19e+06 wall_t:5436 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.9119 +2026-01-07 22:14:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7690.40 total_reward_ma:7748.16 loss:0.02003 fps:1507 +frame:8.20e+06 wall_t:5442 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:14:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7728.30 total_reward_ma:7746.10 loss:0.05313 fps:1507 +frame:8.21e+06 wall_t:5448 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.9867 +2026-01-07 22:14:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7746.90 total_reward_ma:7744.55 loss:0.08299 fps:1507 +frame:8.22e+06 wall_t:5453 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:14:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7771.70 total_reward_ma:7743.43 loss:0.006063 fps:1508 +frame:8.23e+06 wall_t:5459 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.8659 +2026-01-07 22:15:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7787.60 total_reward_ma:7743.10 loss:0.0355 fps:1508 +frame:8.24e+06 wall_t:5465 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:15:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7788.20 total_reward_ma:7742.73 loss:0.03918 fps:1508 +frame:8.25e+06 wall_t:5471 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 22:15:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7785.30 total_reward_ma:7742.41 loss:0.01423 fps:1508 +frame:8.26e+06 wall_t:5477 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.8481 +2026-01-07 22:15:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7743.20 total_reward_ma:7741.73 loss:0.04603 fps:1508 +frame:8.27e+06 wall_t:5483 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.9181 +2026-01-07 22:15:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7737.80 total_reward_ma:7740.88 loss:0.04057 fps:1508 +frame:8.28e+06 wall_t:5489 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.9479 +2026-01-07 22:15:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7736.80 total_reward_ma:7739.99 loss:0.01323 fps:1509 +frame:8.29e+06 wall_t:5494 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.7986 +2026-01-07 22:15:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7791.70 total_reward_ma:7739.75 loss:0.0207 fps:1509 +frame:8.30e+06 wall_t:5500 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.9717 +2026-01-07 22:15:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7799.70 total_reward_ma:7739.81 loss:0.06948 fps:1509 +frame:8.31e+06 wall_t:5506 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:15:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7772.50 total_reward_ma:7740.09 loss:0.01578 fps:1509 +frame:8.32e+06 wall_t:5512 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.8944 +2026-01-07 22:15:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7771.30 total_reward_ma:7740.38 loss:0.01612 fps:1510 +frame:8.33e+06 wall_t:5518 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:16:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7776.30 total_reward_ma:7740.98 loss:0.02284 fps:1510 +frame:8.34e+06 wall_t:5524 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.8718 +2026-01-07 22:16:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7743.70 total_reward_ma:7741.30 loss:0.0997 fps:1510 +frame:8.35e+06 wall_t:5530 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:16:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7705.60 total_reward_ma:7741.18 loss:0.1085 fps:1510 +frame:8.36e+06 wall_t:5536 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.9266 +2026-01-07 22:16:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7690.80 total_reward_ma:7740.81 loss:0.05451 fps:1511 +frame:8.37e+06 wall_t:5541 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.9016 +2026-01-07 22:16:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7716.00 total_reward_ma:7740.97 loss:0.04565 fps:1511 +frame:8.38e+06 wall_t:5547 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.088 +2026-01-07 22:16:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7732.80 total_reward_ma:7741.28 loss:0.02621 fps:1511 +frame:8.39e+06 wall_t:5553 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.962 +2026-01-07 22:16:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7749.60 total_reward_ma:7741.88 loss:0.02525 fps:1511 +frame:8.40e+06 wall_t:5559 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.7803 +2026-01-07 22:16:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7766.90 total_reward_ma:7742.34 loss:0.06482 fps:1511 +frame:8.41e+06 wall_t:5566 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 22:16:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7724.80 total_reward_ma:7742.33 loss:0.0802 fps:1511 +frame:8.42e+06 wall_t:5571 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.8189 +2026-01-07 22:16:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7739.10 total_reward_ma:7742.69 loss:0.05213 fps:1512 +frame:8.43e+06 wall_t:5577 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.929 +2026-01-07 22:17:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7743.90 total_reward_ma:7742.67 loss:0.02502 fps:1512 +frame:8.44e+06 wall_t:5583 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.8467 +2026-01-07 22:17:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7755.30 total_reward_ma:7742.91 loss:0.02815 fps:1512 +frame:8.45e+06 wall_t:5589 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.8523 +2026-01-07 22:17:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7774.70 total_reward_ma:7743.71 loss:0.02797 fps:1512 +frame:8.46e+06 wall_t:5595 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.8618 +2026-01-07 22:17:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7780.90 total_reward_ma:7744.60 loss:0.08143 fps:1512 +frame:8.47e+06 wall_t:5601 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:17:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7809.10 total_reward_ma:7745.38 loss:0.04102 fps:1512 +frame:8.48e+06 wall_t:5607 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.9352 +2026-01-07 22:17:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7849.30 total_reward_ma:7746.60 loss:0.008493 fps:1513 +frame:8.49e+06 wall_t:5613 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.9634 +2026-01-07 22:17:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7859.10 total_reward_ma:7748.00 loss:0.0698 fps:1513 +frame:8.50e+06 wall_t:5619 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:17:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7846.80 total_reward_ma:7749.48 loss:0.04455 fps:1513 +frame:8.51e+06 wall_t:5625 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.9155 +2026-01-07 22:17:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7868.30 total_reward_ma:7751.37 loss:0.05392 fps:1513 +frame:8.52e+06 wall_t:5631 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.9841 +2026-01-07 22:17:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7831.90 total_reward_ma:7752.97 loss:0.06518 fps:1513 +frame:8.53e+06 wall_t:5637 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.9144 +2026-01-07 22:18:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7879.70 total_reward_ma:7754.91 loss:0.05485 fps:1514 +frame:8.54e+06 wall_t:5642 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 22:18:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7912.30 total_reward_ma:7756.93 loss:0.04326 fps:1514 +frame:8.55e+06 wall_t:5648 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.9341 +2026-01-07 22:18:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7889.60 total_reward_ma:7758.44 loss:0.04878 fps:1514 +frame:8.56e+06 wall_t:5654 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:18:20 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7885.30 total_reward_ma:7759.43 loss:0.06592 fps:1514 +frame:8.57e+06 wall_t:5660 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.011 +2026-01-07 22:18:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7899.60 total_reward_ma:7760.98 loss:0.06365 fps:1514 +frame:8.58e+06 wall_t:5666 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.9773 +2026-01-07 22:18:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7895.50 total_reward_ma:7762.59 loss:0.08246 fps:1514 +frame:8.59e+06 wall_t:5672 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:18:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7891.20 total_reward_ma:7764.14 loss:0.04762 fps:1515 +frame:8.60e+06 wall_t:5678 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.8881 +2026-01-07 22:18:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7892.20 total_reward_ma:7765.73 loss:0.03521 fps:1515 +frame:8.61e+06 wall_t:5684 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 22:18:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7933.80 total_reward_ma:7767.83 loss:0.1175 fps:1515 +frame:8.62e+06 wall_t:5690 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:18:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7922.30 total_reward_ma:7769.54 loss:0.03579 fps:1515 +frame:8.63e+06 wall_t:5697 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.9201 +2026-01-07 22:19:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7899.50 total_reward_ma:7771.11 loss:0.07734 fps:1515 +frame:8.64e+06 wall_t:5704 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.802 +2026-01-07 22:19:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7919.90 total_reward_ma:7773.29 loss:0.01419 fps:1515 +frame:8.65e+06 wall_t:5710 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.038 +2026-01-07 22:19:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7898.50 total_reward_ma:7775.31 loss:0.04364 fps:1515 +frame:8.66e+06 wall_t:5717 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.8709 +2026-01-07 22:19:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7886.80 total_reward_ma:7777.10 loss:0.06552 fps:1515 +frame:8.67e+06 wall_t:5723 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.9999 +2026-01-07 22:19:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7914.70 total_reward_ma:7779.21 loss:0.05584 fps:1515 +frame:8.68e+06 wall_t:5729 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.9174 +2026-01-07 22:19:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7922.50 total_reward_ma:7781.38 loss:0.04815 fps:1515 +frame:8.69e+06 wall_t:5736 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.8875 +2026-01-07 22:19:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7904.20 total_reward_ma:7782.96 loss:0.05029 fps:1515 +frame:8.70e+06 wall_t:5741 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.965 +2026-01-07 22:19:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7918.90 total_reward_ma:7784.89 loss:0.04051 fps:1516 +frame:8.71e+06 wall_t:5747 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.8529 +2026-01-07 22:19:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7840.40 total_reward_ma:7786.51 loss:0.1145 fps:1516 +frame:8.72e+06 wall_t:5753 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:19:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7800.40 total_reward_ma:7787.44 loss:0.0273 fps:1516 +frame:8.73e+06 wall_t:5758 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.8572 +2026-01-07 22:20:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7813.10 total_reward_ma:7788.54 loss:0.03353 fps:1516 +frame:8.74e+06 wall_t:5764 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.9429 +2026-01-07 22:20:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7793.60 total_reward_ma:7789.24 loss:0.03555 fps:1516 +frame:8.75e+06 wall_t:5770 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.7904 +2026-01-07 22:20:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7751.20 total_reward_ma:7789.50 loss:0.019 fps:1516 +frame:8.76e+06 wall_t:5777 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.8233 +2026-01-07 22:20:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7758.40 total_reward_ma:7789.74 loss:0.06525 fps:1517 +frame:8.77e+06 wall_t:5783 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.9317 +2026-01-07 22:20:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7766.90 total_reward_ma:7790.11 loss:0.08953 fps:1517 +frame:8.78e+06 wall_t:5789 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:20:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7784.70 total_reward_ma:7790.63 loss:0.01509 fps:1517 +frame:8.79e+06 wall_t:5794 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.8185 +2026-01-07 22:20:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7783.40 total_reward_ma:7790.92 loss:0.05454 fps:1517 +frame:8.80e+06 wall_t:5800 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.8975 +2026-01-07 22:20:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7808.70 total_reward_ma:7791.66 loss:0.05611 fps:1517 +frame:8.81e+06 wall_t:5806 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.9156 +2026-01-07 22:20:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7798.30 total_reward_ma:7792.22 loss:0.01054 fps:1518 +frame:8.82e+06 wall_t:5812 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:20:58 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7796.90 total_reward_ma:7792.29 loss:0.05375 fps:1518 +frame:8.83e+06 wall_t:5818 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:21:04 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7877.90 total_reward_ma:7793.24 loss:0.06831 fps:1518 +frame:8.84e+06 wall_t:5824 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 22:21:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7829.10 total_reward_ma:7793.85 loss:0.1128 fps:1518 +frame:8.85e+06 wall_t:5830 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.9988 +2026-01-07 22:21:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7841.50 total_reward_ma:7794.90 loss:0.01345 fps:1518 +frame:8.86e+06 wall_t:5837 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.8938 +2026-01-07 22:21:22 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7873.90 total_reward_ma:7796.12 loss:0.01714 fps:1518 +frame:8.87e+06 wall_t:5842 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.888 +2026-01-07 22:21:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7877.50 total_reward_ma:7797.23 loss:0.03408 fps:1518 +frame:8.88e+06 wall_t:5848 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1 +2026-01-07 22:21:34 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7875.50 total_reward_ma:7798.35 loss:0.09213 fps:1519 +frame:8.89e+06 wall_t:5854 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.9126 +2026-01-07 22:21:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7863.80 total_reward_ma:7799.37 loss:0.07328 fps:1519 +frame:8.90e+06 wall_t:5860 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.848 +2026-01-07 22:21:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7860.90 total_reward_ma:7800.61 loss:0.01354 fps:1519 +frame:8.91e+06 wall_t:5866 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.8646 +2026-01-07 22:21:51 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7858.30 total_reward_ma:7801.85 loss:0.08401 fps:1519 +frame:8.92e+06 wall_t:5871 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.9135 +2026-01-07 22:21:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7867.70 total_reward_ma:7803.11 loss:0.0846 fps:1519 +frame:8.93e+06 wall_t:5877 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.9604 +2026-01-07 22:22:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7858.50 total_reward_ma:7804.05 loss:0.04358 fps:1519 +frame:8.94e+06 wall_t:5884 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.9484 +2026-01-07 22:22:10 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7871.00 total_reward_ma:7805.27 loss:-0.0003381 fps:1520 +frame:8.95e+06 wall_t:5890 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.9613 +2026-01-07 22:22:16 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7888.60 total_reward_ma:7806.50 loss:0.0278 fps:1520 +frame:8.96e+06 wall_t:5896 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.9376 +2026-01-07 22:22:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7903.10 total_reward_ma:7807.77 loss:0.06551 fps:1520 +frame:8.97e+06 wall_t:5901 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.9597 +2026-01-07 22:22:28 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7937.60 total_reward_ma:7809.08 loss:0.03979 fps:1520 +frame:8.98e+06 wall_t:5908 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.7649 +2026-01-07 22:22:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7946.80 total_reward_ma:7810.44 loss:0.03076 fps:1520 +frame:8.99e+06 wall_t:5915 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:22:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7980.70 total_reward_ma:7812.44 loss:0.1346 fps:1520 +frame:9.00e+06 wall_t:5921 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:22:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7975.80 total_reward_ma:7814.46 loss:0.02014 fps:1520 +frame:9.01e+06 wall_t:5927 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.8514 +2026-01-07 22:22:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7967.50 total_reward_ma:7816.49 loss:0.1117 fps:1520 +frame:9.02e+06 wall_t:5933 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:22:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8005.60 total_reward_ma:7818.69 loss:0.04723 fps:1520 +frame:9.03e+06 wall_t:5939 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.9666 +2026-01-07 22:23:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8009.80 total_reward_ma:7821.12 loss:0.003371 fps:1521 +frame:9.04e+06 wall_t:5945 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.8798 +2026-01-07 22:23:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7999.90 total_reward_ma:7823.28 loss:0.04289 fps:1521 +frame:9.05e+06 wall_t:5951 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.9334 +2026-01-07 22:23:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8029.80 total_reward_ma:7825.70 loss:0.08455 fps:1521 +frame:9.06e+06 wall_t:5957 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 22:23:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8014.20 total_reward_ma:7827.69 loss:0.1404 fps:1521 +frame:9.07e+06 wall_t:5963 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:23:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8010.10 total_reward_ma:7829.74 loss:0.1112 fps:1521 +frame:9.08e+06 wall_t:5970 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 22:23:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8009.60 total_reward_ma:7831.98 loss:0.04889 fps:1521 +frame:9.09e+06 wall_t:5976 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.9673 +2026-01-07 22:23:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8026.20 total_reward_ma:7834.94 loss:0.01503 fps:1521 +frame:9.10e+06 wall_t:5982 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.808 +2026-01-07 22:23:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8034.90 total_reward_ma:7837.84 loss:0.005341 fps:1521 +frame:9.11e+06 wall_t:5988 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.8753 +2026-01-07 22:23:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8019.10 total_reward_ma:7840.69 loss:0.03495 fps:1522 +frame:9.12e+06 wall_t:5994 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:24:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7983.20 total_reward_ma:7842.94 loss:0.03181 fps:1522 +frame:9.13e+06 wall_t:6000 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.7799 +2026-01-07 22:24:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7990.60 total_reward_ma:7845.44 loss:0.05663 fps:1522 +frame:9.14e+06 wall_t:6005 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.9483 +2026-01-07 22:24:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7974.60 total_reward_ma:7847.68 loss:0.04321 fps:1522 +frame:9.15e+06 wall_t:6011 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.9818 +2026-01-07 22:24:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7974.70 total_reward_ma:7850.23 loss:0.0188 fps:1522 +frame:9.16e+06 wall_t:6017 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.996 +2026-01-07 22:24:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7977.20 total_reward_ma:7852.75 loss:0.02935 fps:1522 +frame:9.17e+06 wall_t:6023 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:24:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7997.80 total_reward_ma:7855.76 loss:0.09203 fps:1522 +frame:9.18e+06 wall_t:6030 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.9382 +2026-01-07 22:24:36 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7987.00 total_reward_ma:7858.79 loss:0.03505 fps:1523 +frame:9.19e+06 wall_t:6036 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.9503 +2026-01-07 22:24:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7976.20 total_reward_ma:7861.65 loss:0.09949 fps:1523 +frame:9.20e+06 wall_t:6042 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.9859 +2026-01-07 22:24:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7965.00 total_reward_ma:7864.01 loss:0.06449 fps:1523 +frame:9.21e+06 wall_t:6048 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 22:24:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7991.00 total_reward_ma:7866.45 loss:0.08134 fps:1523 +frame:9.22e+06 wall_t:6053 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 22:24:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8007.20 total_reward_ma:7868.81 loss:0.106 fps:1523 +frame:9.23e+06 wall_t:6059 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.964 +2026-01-07 22:25:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8000.00 total_reward_ma:7870.93 loss:0.05906 fps:1523 +frame:9.24e+06 wall_t:6065 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.9998 +2026-01-07 22:25:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8029.70 total_reward_ma:7873.35 loss:0.01887 fps:1524 +frame:9.25e+06 wall_t:6071 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.833 +2026-01-07 22:25:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7994.00 total_reward_ma:7875.44 loss:0.09268 fps:1524 +frame:9.26e+06 wall_t:6077 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.978 +2026-01-07 22:25:23 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8012.50 total_reward_ma:7878.13 loss:0.0774 fps:1524 +frame:9.27e+06 wall_t:6083 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.9481 +2026-01-07 22:25:29 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8045.90 total_reward_ma:7881.21 loss:0.05879 fps:1524 +frame:9.28e+06 wall_t:6089 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:25:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8046.20 total_reward_ma:7884.30 loss:0.0363 fps:1524 +frame:9.29e+06 wall_t:6095 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:25:40 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7998.30 total_reward_ma:7886.37 loss:0.07547 fps:1524 +frame:9.30e+06 wall_t:6101 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.9636 +2026-01-07 22:25:46 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8036.00 total_reward_ma:7888.73 loss:0.06046 fps:1525 +frame:9.31e+06 wall_t:6106 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.971 +2026-01-07 22:25:52 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8034.30 total_reward_ma:7891.35 loss:0.08555 fps:1525 +frame:9.32e+06 wall_t:6112 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.102 +2026-01-07 22:25:57 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8032.20 total_reward_ma:7893.96 loss:0.06401 fps:1525 +frame:9.33e+06 wall_t:6117 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.8841 +2026-01-07 22:26:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8005.10 total_reward_ma:7896.25 loss:0.03731 fps:1525 +frame:9.34e+06 wall_t:6123 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 22:26:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8015.00 total_reward_ma:7898.96 loss:0.05021 fps:1526 +frame:9.35e+06 wall_t:6129 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.9985 +2026-01-07 22:26:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8059.10 total_reward_ma:7902.50 loss:0.03803 fps:1526 +frame:9.36e+06 wall_t:6135 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.85 +2026-01-07 22:26:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8094.40 total_reward_ma:7906.53 loss:0.0859 fps:1526 +frame:9.37e+06 wall_t:6142 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.8444 +2026-01-07 22:26:27 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8059.50 total_reward_ma:7909.97 loss:0.08905 fps:1526 +frame:9.38e+06 wall_t:6147 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.9005 +2026-01-07 22:26:33 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8051.70 total_reward_ma:7913.15 loss:0.05307 fps:1526 +frame:9.39e+06 wall_t:6153 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 22:26:39 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8037.40 total_reward_ma:7916.03 loss:0.0162 fps:1526 +frame:9.40e+06 wall_t:6159 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.803 +2026-01-07 22:26:45 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8036.80 total_reward_ma:7918.73 loss:0.08165 fps:1526 +frame:9.41e+06 wall_t:6165 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:26:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8066.30 total_reward_ma:7922.15 loss:0.02057 fps:1527 +frame:9.42e+06 wall_t:6170 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.7638 +2026-01-07 22:26:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8053.00 total_reward_ma:7925.29 loss:0.04872 fps:1527 +frame:9.43e+06 wall_t:6177 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.014 +2026-01-07 22:27:03 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8103.40 total_reward_ma:7928.88 loss:0.04695 fps:1527 +frame:9.44e+06 wall_t:6183 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.8041 +2026-01-07 22:27:09 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7994.00 total_reward_ma:7931.27 loss:0.04305 fps:1527 +frame:9.45e+06 wall_t:6189 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.9783 +2026-01-07 22:27:15 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7991.90 total_reward_ma:7933.44 loss:0.02161 fps:1527 +frame:9.46e+06 wall_t:6195 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.9735 +2026-01-07 22:27:21 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7955.40 total_reward_ma:7935.18 loss:0.09407 fps:1527 +frame:9.47e+06 wall_t:6201 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9572 +2026-01-07 22:27:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7937.80 total_reward_ma:7936.47 loss:0.02372 fps:1528 +frame:9.48e+06 wall_t:6206 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:27:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7995.00 total_reward_ma:7937.93 loss:0.09073 fps:1528 +frame:9.49e+06 wall_t:6212 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:27:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8005.80 total_reward_ma:7939.40 loss:0.03972 fps:1528 +frame:9.50e+06 wall_t:6218 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.8154 +2026-01-07 22:27:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8002.30 total_reward_ma:7940.95 loss:0.1263 fps:1528 +frame:9.51e+06 wall_t:6224 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.9552 +2026-01-07 22:27:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8022.10 total_reward_ma:7942.49 loss:0.08968 fps:1528 +frame:9.52e+06 wall_t:6230 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:27:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8041.10 total_reward_ma:7944.58 loss:0.04477 fps:1528 +frame:9.53e+06 wall_t:6236 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.8808 +2026-01-07 22:28:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8015.80 total_reward_ma:7945.94 loss:0.1253 fps:1528 +frame:9.54e+06 wall_t:6242 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:28:08 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7961.30 total_reward_ma:7946.43 loss:0.0385 fps:1528 +frame:9.55e+06 wall_t:6248 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 22:28:14 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7941.50 total_reward_ma:7946.95 loss:0.08717 fps:1529 +frame:9.56e+06 wall_t:6254 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:28:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8013.90 total_reward_ma:7948.24 loss:0.03354 fps:1529 +frame:9.57e+06 wall_t:6260 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.8973 +2026-01-07 22:28:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8000.30 total_reward_ma:7949.24 loss:0.0395 fps:1529 +frame:9.58e+06 wall_t:6265 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.9243 +2026-01-07 22:28:32 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8008.70 total_reward_ma:7950.38 loss:0.05934 fps:1529 +frame:9.59e+06 wall_t:6272 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.9447 +2026-01-07 22:28:38 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8001.70 total_reward_ma:7951.48 loss:0.04323 fps:1529 +frame:9.60e+06 wall_t:6278 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:28:44 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8007.90 total_reward_ma:7952.64 loss:0.08266 fps:1529 +frame:9.61e+06 wall_t:6284 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.9807 +2026-01-07 22:28:50 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7990.00 total_reward_ma:7953.20 loss:0.07517 fps:1529 +frame:9.62e+06 wall_t:6290 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.063 +2026-01-07 22:28:56 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7993.00 total_reward_ma:7953.91 loss:0.02325 fps:1530 +frame:9.63e+06 wall_t:6296 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.9167 +2026-01-07 22:29:02 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7975.80 total_reward_ma:7954.67 loss:0.1011 fps:1530 +frame:9.64e+06 wall_t:6302 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.038 +2026-01-07 22:29:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:7997.00 total_reward_ma:7955.44 loss:0.00373 fps:1530 +frame:9.65e+06 wall_t:6307 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.8534 +2026-01-07 22:29:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8016.40 total_reward_ma:7956.62 loss:0.1794 fps:1530 +frame:9.66e+06 wall_t:6313 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.151 +2026-01-07 22:29:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8020.20 total_reward_ma:7957.95 loss:0.04259 fps:1530 +frame:9.67e+06 wall_t:6319 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.8643 +2026-01-07 22:29:25 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8031.50 total_reward_ma:7959.12 loss:0.1105 fps:1530 +frame:9.68e+06 wall_t:6325 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.314 +2026-01-07 22:29:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8064.10 total_reward_ma:7960.54 loss:0.1291 fps:1531 +frame:9.69e+06 wall_t:6331 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.086 +2026-01-07 22:29:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8011.00 total_reward_ma:7961.61 loss:0.0585 fps:1531 +frame:9.70e+06 wall_t:6337 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.9877 +2026-01-07 22:29:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8023.80 total_reward_ma:7962.65 loss:0.03457 fps:1531 +frame:9.71e+06 wall_t:6342 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.031 +2026-01-07 22:29:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8070.10 total_reward_ma:7964.95 loss:0.04283 fps:1531 +frame:9.72e+06 wall_t:6348 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.9904 +2026-01-07 22:29:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8087.10 total_reward_ma:7967.82 loss:0.05565 fps:1531 +frame:9.73e+06 wall_t:6354 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.9199 +2026-01-07 22:30:00 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8109.20 total_reward_ma:7970.78 loss:0.0699 fps:1531 +frame:9.74e+06 wall_t:6360 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.9836 +2026-01-07 22:30:06 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8148.40 total_reward_ma:7974.33 loss:0.02099 fps:1532 +frame:9.75e+06 wall_t:6366 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.083 +2026-01-07 22:30:12 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8107.50 total_reward_ma:7977.89 loss:0.1179 fps:1532 +frame:9.76e+06 wall_t:6372 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.031 +2026-01-07 22:30:18 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8100.80 total_reward_ma:7981.31 loss:0.06661 fps:1532 +frame:9.77e+06 wall_t:6378 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.991 +2026-01-07 22:30:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8091.60 total_reward_ma:7984.56 loss:0.0703 fps:1532 +frame:9.78e+06 wall_t:6384 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.03 +2026-01-07 22:30:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8173.10 total_reward_ma:7988.45 loss:0.008529 fps:1532 +frame:9.79e+06 wall_t:6390 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.8889 +2026-01-07 22:30:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8176.30 total_reward_ma:7992.38 loss:0.05446 fps:1532 +frame:9.80e+06 wall_t:6395 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.029 +2026-01-07 22:30:42 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8148.10 total_reward_ma:7995.77 loss:0.0177 fps:1532 +frame:9.81e+06 wall_t:6402 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.9894 +2026-01-07 22:30:47 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8192.30 total_reward_ma:7999.71 loss:0.1137 fps:1533 +frame:9.82e+06 wall_t:6407 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.04 +2026-01-07 22:30:53 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8221.60 total_reward_ma:8003.96 loss:0.03329 fps:1533 +frame:9.83e+06 wall_t:6413 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.9632 +2026-01-07 22:30:59 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8178.60 total_reward_ma:8006.96 loss:0.08738 fps:1533 +frame:9.84e+06 wall_t:6419 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.037 +2026-01-07 22:31:05 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8131.60 total_reward_ma:8009.99 loss:0.06272 fps:1533 +frame:9.85e+06 wall_t:6425 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.9515 +2026-01-07 22:31:11 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8142.30 total_reward_ma:8013.00 loss:0.1037 fps:1533 +frame:9.86e+06 wall_t:6431 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.037 +2026-01-07 22:31:17 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8108.40 total_reward_ma:8015.34 loss:0.02777 fps:1533 +frame:9.87e+06 wall_t:6437 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.9542 +2026-01-07 22:31:24 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8128.80 total_reward_ma:8017.85 loss:0.06838 fps:1533 +frame:9.88e+06 wall_t:6444 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.9415 +2026-01-07 22:31:30 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8166.00 total_reward_ma:8020.76 loss:0.06165 fps:1533 +frame:9.89e+06 wall_t:6450 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.9565 +2026-01-07 22:31:35 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8121.70 total_reward_ma:8023.34 loss:0.04267 fps:1534 +frame:9.90e+06 wall_t:6455 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.9469 +2026-01-07 22:31:41 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8154.60 total_reward_ma:8026.27 loss:0.08056 fps:1534 +frame:9.91e+06 wall_t:6461 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.9204 +2026-01-07 22:31:48 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8210.70 total_reward_ma:8029.80 loss:0.09366 fps:1534 +frame:9.92e+06 wall_t:6468 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.064 +2026-01-07 22:31:54 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8206.70 total_reward_ma:8033.19 loss:0.08111 fps:1534 +frame:9.93e+06 wall_t:6475 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.057 +2026-01-07 22:32:01 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8235.00 total_reward_ma:8036.95 loss:0.09161 fps:1534 +frame:9.94e+06 wall_t:6481 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.191 +2026-01-07 22:32:07 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8210.50 total_reward_ma:8040.35 loss:0.137 fps:1534 +frame:9.95e+06 wall_t:6487 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.08 +2026-01-07 22:32:13 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8221.50 total_reward_ma:8043.68 loss:0.04982 fps:1534 +frame:9.96e+06 wall_t:6493 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.192 +2026-01-07 22:32:19 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8254.70 total_reward_ma:8047.19 loss:0.04461 fps:1534 +frame:9.97e+06 wall_t:6499 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.9449 +2026-01-07 22:32:26 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8260.40 total_reward_ma:8050.42 loss:0.04519 fps:1534 +frame:9.98e+06 wall_t:6506 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.9637 +2026-01-07 22:32:31 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8292.10 total_reward_ma:8053.88 loss:0.05306 fps:1534 +frame:9.99e+06 wall_t:6511 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.144 +2026-01-07 22:32:37 | INFO | PID:1593 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_riverraid_t0_s3 [train] +total_reward:8282.80 total_reward_ma:8056.90 loss:0.08917 fps:1534 +frame:1.00e+07 wall_t:6517 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.056 +2026-01-07 22:32:38 | INFO | PID:1593 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam85_riverraid_2026_01_07_204356/model/ppo_atari_lam85_riverraid_t0_s2_ckpt-best_net_model.pt b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/model/ppo_atari_lam85_riverraid_t0_s2_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..ec30f66198da6480f7661cf0214811f9278ff925 --- /dev/null +++ b/data/ppo_atari_lam85_riverraid_2026_01_07_204356/model/ppo_atari_lam85_riverraid_t0_s2_ckpt-best_net_model.pt @@ -0,0 +1,3 @@ +version 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