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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s0_session_metrics_scalar_train.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s0_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..d652049de87f87a79fd485375ac981c8d2850501
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s0_session_metrics_scalar_train.json
@@ -0,0 +1,9 @@
+{
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+  "strength": 1161.8392333984375,
+  "max_strength": 1735.4000244140625,
+  "final_strength": 1707.199951171875,
+  "sample_efficiency": 3.2445794317936816e-07,
+  "training_efficiency": 2.0784860680578277e-05,
+  "stability": 0.9912368655204773
+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s0_session_metrics_train.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s0_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..68fc7c5914fc0dd0d1cf117ab2e2f1f50374265d
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s0_session_metrics_train.json
@@ -0,0 +1,5934 @@
+{
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_df_eval.csv b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7543b5b54084f3b3fd0bfe877d4db54811988ace
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_df_eval.csv
@@ -0,0 +1,1001 @@
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_df_train.csv b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7543b5b54084f3b3fd0bfe877d4db54811988ace
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_df_train.csv
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_eval.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab3981e6dbf9c303bf3d459d33bea444a97922f6
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_eval.json
@@ -0,0 +1,7026 @@
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_scalar_eval.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcce16a56d433aa6061a894453d1cf5341484c72
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_scalar_eval.json
@@ -0,0 +1,9 @@
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+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_scalar_train.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..fcce16a56d433aa6061a894453d1cf5341484c72
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_scalar_train.json
@@ -0,0 +1,9 @@
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+  "stability": 0.9915124177932739
+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_train.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab3981e6dbf9c303bf3d459d33bea444a97922f6
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s1_session_metrics_train.json
@@ -0,0 +1,7026 @@
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_df_eval.csv b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36a755f1e784bf67203478ef4e18ba00b94e145d
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_df_eval.csv
@@ -0,0 +1,1001 @@
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_df_train.csv b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36a755f1e784bf67203478ef4e18ba00b94e145d
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_df_train.csv
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_eval.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a03b9acc6ee28d307481a86b2b2277e43615b3c
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_eval.json
@@ -0,0 +1,7026 @@
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_scalar_eval.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..b855951797c4a3bf9f22fb605f4c85aadd31550d
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_scalar_eval.json
@@ -0,0 +1,9 @@
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+  "training_efficiency": 2.101540485455189e-05,
+  "stability": 0.9927868843078613
+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_scalar_train.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..b855951797c4a3bf9f22fb605f4c85aadd31550d
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_scalar_train.json
@@ -0,0 +1,9 @@
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+  "training_efficiency": 2.101540485455189e-05,
+  "stability": 0.9927868843078613
+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_train.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a03b9acc6ee28d307481a86b2b2277e43615b3c
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s2_session_metrics_train.json
@@ -0,0 +1,7026 @@
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_df_eval.csv b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_df_eval.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54d4c32298505b205f44e4ca90220c3f2249515f
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_df_eval.csv
@@ -0,0 +1,1001 @@
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_df_train.csv b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_df_train.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54d4c32298505b205f44e4ca90220c3f2249515f
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_df_train.csv
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_eval.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..92a386bfa1d1bfb5ea3234810d865ae1f94c9adf
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_eval.json
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_scalar_eval.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_scalar_eval.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bf0140ef3008eb7b710151638273d02eb98bd6f
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_scalar_eval.json
@@ -0,0 +1,9 @@
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+  "stability": 0.9913347363471985
+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_scalar_train.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_scalar_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..9bf0140ef3008eb7b710151638273d02eb98bd6f
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_scalar_train.json
@@ -0,0 +1,9 @@
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+  "training_efficiency": 1.8722712411545217e-05,
+  "stability": 0.9913347363471985
+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_train.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_train.json
new file mode 100644
index 0000000000000000000000000000000000000000..92a386bfa1d1bfb5ea3234810d865ae1f94c9adf
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_s3_session_metrics_train.json
@@ -0,0 +1,7026 @@
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diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_trial_metrics.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_trial_metrics.json
new file mode 100644
index 0000000000000000000000000000000000000000..9ce05082a8e946099646108c797516d70730735b
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_trial_metrics.json
@@ -0,0 +1,18058 @@
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+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_trial_metrics_scalar.json b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_trial_metrics_scalar.json
new file mode 100644
index 0000000000000000000000000000000000000000..32b42b2f8e8d6052914e9e6599f4fb5147bd9779
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/info/ppo_atari_alien_t0_trial_metrics_scalar.json
@@ -0,0 +1,11 @@
+{
+  "frame": 10000000.0,
+  "total_reward_ma": 1453.0416259765625,
+  "strength": 1025.4237060546875,
+  "max_strength": 1535.36669921875,
+  "final_strength": 1249.166748046875,
+  "sample_efficiency": 3.0347865731528145e-07,
+  "training_efficiency": 1.9420551325310953e-05,
+  "stability": 0.9918780326843262,
+  "consistency": 0.5499047040939331
+}
\ No newline at end of file
diff --git a/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0.log b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0.log
new file mode 100644
index 0000000000000000000000000000000000000000..10d54758bdf72b5960e893b65acf13c98e2fa1e5
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0.log
@@ -0,0 +1,5 @@
+2026-01-06 12:56:04 | INFO | PID:1354 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:1453.04 | strength:1025 | max_strength:1535 | final_strength:1249 | sample_efficiency:3.035e-07 | training_efficiency:1.942e-05 | stability:0.9919 | consistency:0.5499
+2026-01-06 12:56:04 | INFO | PID:1354 | slm_lab.lib.logger:info | Trial 0 done
+2026-01-06 12:56:04 | INFO | PID:1354 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_alien_2026_01_06_112514
+2026-01-06 12:56:04 | INFO | PID:1354 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB
+2026-01-06 12:56:04 | INFO | PID:1354 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_alien_2026_01_06_112514 to SLM-Lab/benchmark-dev/data/ppo_atari_alien_2026_01_06_112514...
diff --git a/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s0.log b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s0.log
new file mode 100644
index 0000000000000000000000000000000000000000..9ab67a10b1dd013b1e4e567b3963482c443e9c0d
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s0.log
@@ -0,0 +1,3498 @@
+2026-01-06 11:25:16 | INFO | PID:1416 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-01-06 11:25:50 | INFO | PID:1416 | slm_lab.lib.perf:log_perf_setup | Performance setup:
+Platform: GPU NVIDIA GeForce RTX 3080 (compute 8.6)
+• GPU cuDNN benchmark: enabled
+• GPU memory management: enabled
+• GPU TF32 acceleration: enabled
+2026-01-06 11:25:50 | INFO | PID:1416 | slm_lab.lib.logger:info | PPO:
+algorithm_spec:
+  name: PPO
+  action_pdtype: default
+  action_policy: default
+  explore_var_spec: null
+  gamma: 0.99
+  lam: 0.95
+  clip_eps_spec:
+    name: no_decay
+    start_val: 0.1
+    end_val: 0.1
+    start_step: 0
+    end_step: 0
+  entropy_coef_spec:
+    name: no_decay
+    start_val: 0.01
+    end_val: 0.01
+    start_step: 0
+    end_step: 0
+  val_loss_coef: 0.5
+  time_horizon: 128
+  minibatch_size: 256
+  training_epoch: 4
+  clip_vloss: true
+name: PPO
+memory_spec:
+  name: OnPolicyBatchReplay
+action_pdtype: default
+entropy_coef_spec:
+  name: no_decay
+  start_val: 0.01
+  end_val: 0.01
+  start_step: 0
+  end_step: 0
+minibatch_size: 256
+val_loss_coef: 0.5
+normalize_v_targets: False
+symlog_transform: False
+clip_vloss: True
+gamma: 0.99
+lam: 0.95
+clip_eps_spec:
+  name: no_decay
+  start_val: 0.1
+  end_val: 0.1
+  start_step: 0
+  end_step: 0
+time_horizon: 128
+training_epoch: 4
+to_train: 0
+training_frequency: 128
+clip_eps: 0.1
+shared: True
+net: (device:cuda:0) ConvNet(
+  (conv_model): Sequential(
+    (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
+    (1): ReLU()
+    (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
+    (3): ReLU()
+    (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
+    (5): ReLU()
+  )
+  (fc_model): Sequential(
+    (0): Linear(in_features=3136, out_features=512, bias=True)
+    (1): ReLU()
+  )
+  (tails): ModuleList(
+    (0): Sequential(
+      (0): Linear(in_features=512, out_features=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()
+)
+2026-01-06 11:25:56 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:160.00     total_reward_ma:160.00  loss:0.05245            fps:263.2
+frame:1.00e+04          wall_t:38               t:625                   epi:nan
+opt_step:128            lr:0.0002498            clip_eps:0.1            entropy:2.849
+2026-01-06 11:26:02 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:327.62     total_reward_ma:243.81  loss:0.07905            fps:454.5
+frame:2.00e+04          wall_t:44               t:1250                  epi:nan
+opt_step:288            lr:0.0002495            clip_eps:0.1            entropy:2.846
+2026-01-06 11:26:08 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:281.94     total_reward_ma:256.52  loss:0.1017             fps:600
+frame:3.00e+04          wall_t:50               t:1875                  epi:nan
+opt_step:448            lr:0.0002493            clip_eps:0.1            entropy:2.844
+2026-01-06 11:26:15 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:263.27     total_reward_ma:258.21  loss:0.04704            fps:701.8
+frame:4.00e+04          wall_t:57               t:2500                  epi:nan
+opt_step:608            lr:0.000249             clip_eps:0.1            entropy:2.836
+2026-01-06 11:26:21 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:253.88     total_reward_ma:257.34  loss:0.07233            fps:793.7
+frame:5.00e+04          wall_t:63               t:3125                  epi:nan
+opt_step:768            lr:0.0002488            clip_eps:0.1            entropy:2.818
+2026-01-06 11:26:27 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:253.83     total_reward_ma:256.76  loss:0.1083             fps:869.6
+frame:6.00e+04          wall_t:69               t:3750                  epi:nan
+opt_step:928            lr:0.0002485            clip_eps:0.1            entropy:2.796
+2026-01-06 11:26:33 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:261.04     total_reward_ma:257.37  loss:0.1118             fps:933.3
+frame:7.00e+04          wall_t:75               t:4375                  epi:nan
+opt_step:1088           lr:0.0002483            clip_eps:0.1            entropy:2.771
+2026-01-06 11:26:39 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:273.00     total_reward_ma:259.32  loss:0.1329             fps:987.7
+frame:8.00e+04          wall_t:81               t:5000                  epi:nan
+opt_step:1248           lr:0.000248             clip_eps:0.1            entropy:2.763
+2026-01-06 11:26:45 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:267.90     total_reward_ma:260.28  loss:0.1064             fps:1034
+frame:9.00e+04          wall_t:87               t:5625                  epi:nan
+opt_step:1376           lr:0.0002478            clip_eps:0.1            entropy:2.72
+2026-01-06 11:26:51 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:280.60     total_reward_ma:262.31  loss:0.1671             fps:1075
+frame:1.00e+05          wall_t:93               t:6250                  epi:nan
+opt_step:1536           lr:0.0002475            clip_eps:0.1            entropy:2.647
+2026-01-06 11:26:57 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:311.30     total_reward_ma:266.76  loss:0.1357             fps:1111
+frame:1.10e+05          wall_t:99               t:6875                  epi:nan
+opt_step:1696           lr:0.0002473            clip_eps:0.1            entropy:2.598
+2026-01-06 11:27:04 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:340.80     total_reward_ma:272.93  loss:0.159              fps:1132
+frame:1.20e+05          wall_t:106              t:7500                  epi:nan
+opt_step:1856           lr:0.000247             clip_eps:0.1            entropy:2.533
+2026-01-06 11:27:10 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:1.30e+05          wall_t:112              t:8125                  epi:nan
+opt_step:2016           lr:0.0002468            clip_eps:0.1            entropy:2.562
+2026-01-06 11:27:16 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:350.60     total_reward_ma:284.10  loss:0.1862             fps:1186
+frame:1.40e+05          wall_t:118              t:8750                  epi:nan
+opt_step:2176           lr:0.0002465            clip_eps:0.1            entropy:2.398
+2026-01-06 11:27:23 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:347.50     total_reward_ma:288.33  loss:0.1513             fps:1200
+frame:1.50e+05          wall_t:125              t:9375                  epi:nan
+opt_step:2336           lr:0.0002463            clip_eps:0.1            entropy:2.369
+2026-01-06 11:27:29 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:347.30     total_reward_ma:292.01  loss:0.1237             fps:1221
+frame:1.60e+05          wall_t:131              t:10000                 epi:nan
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+2026-01-06 11:27:35 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:1.70e+05          wall_t:137              t:10625                 epi:nan
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+2026-01-06 11:27:41 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:1.80e+05          wall_t:143              t:11250                 epi:nan
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+2026-01-06 11:27:47 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:1.90e+05          wall_t:149              t:11875                 epi:nan
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+2026-01-06 11:27:54 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:2.00e+05          wall_t:156              t:12500                 epi:nan
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+2026-01-06 11:28:00 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:2.10e+05          wall_t:162              t:13125                 epi:nan
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+2026-01-06 11:28:06 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:28:12 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:28:19 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:28:31 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:28:37 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:28:44 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:28:49 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:28:55 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:3.00e+05          wall_t:217              t:18750                 epi:nan
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+2026-01-06 11:29:01 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:3.10e+05          wall_t:223              t:19375                 epi:nan
+opt_step:4832           lr:0.0002423            clip_eps:0.1            entropy:2.224
+2026-01-06 11:29:07 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+frame:3.20e+05          wall_t:229              t:20000                 epi:nan
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+2026-01-06 11:29:13 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:29:20 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:29:25 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:29:31 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:29:37 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:29:43 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:29:49 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:29:55 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:30:01 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:30:08 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:30:13 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:30:19 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:30:25 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:47:00 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:52:16 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:52:22 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:52:27 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:52:33 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:52:38 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:52:44 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:52:50 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:52:55 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:53:01 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:53:07 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:53:12 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:53:18 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:53:24 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:57:22 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:57:28 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 11:57:33 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:02:33 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:02:39 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:02:45 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:02:56 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:07:45 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:13:01 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:13:07 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:13:13 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:13:19 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:13:25 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:18:13 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:18:19 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:18:25 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:18:31 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:18:41 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:19:10 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:19:16 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:19:38 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:20:01 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:23:16 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:33:37 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:33:42 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:33:49 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:38:39 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:47:06 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:47:38 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:47:59 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
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+2026-01-06 12:48:03 | INFO | PID:1416 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_alien_t0_s0 [train]
+total_reward:1902.70     total_reward_ma:1702.19  loss:0.06658             fps:1700
+frame:8.44e+06           wall_t:4965              t:527500                 epi:nan
+opt_step:131872          lr:3.9e-05               clip_eps:0.1             entropy:1.306
diff --git a/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s1.log b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s1.log
new file mode 100644
index 0000000000000000000000000000000000000000..06dff9597cee9d31584fcb493d69a6d475ebfbff
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s1.log
@@ -0,0 +1,4002 @@
+2026-01-06 11:25:16 | INFO | PID:1417 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-01-06 11:25:56 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
+total_reward:171.43     total_reward_ma:171.43  loss:0.02733            fps:256.4
+frame:1.00e+04          wall_t:39               t:625                   epi:nan
+opt_step:128            lr:0.0002498            clip_eps:0.1            entropy:2.839
+2026-01-06 11:26:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
+total_reward:207.62     total_reward_ma:189.52  loss:0.1363             fps:444.4
+frame:2.00e+04          wall_t:45               t:1250                  epi:nan
+opt_step:288            lr:0.0002495            clip_eps:0.1            entropy:2.809
+2026-01-06 11:26:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
+total_reward:229.17     total_reward_ma:202.74  loss:0.1316             fps:600
+frame:3.00e+04          wall_t:50               t:1875                  epi:nan
+opt_step:448            lr:0.0002493            clip_eps:0.1            entropy:2.797
+2026-01-06 11:26:15 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
+total_reward:240.20     total_reward_ma:212.10  loss:0.08287            fps:701.8
+frame:4.00e+04          wall_t:57               t:2500                  epi:nan
+opt_step:608            lr:0.000249             clip_eps:0.1            entropy:2.769
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+2026-01-06 11:47:21 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 11:52:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 11:52:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 11:52:24 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 11:57:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 11:57:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 11:57:24 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 11:57:29 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:02:04 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:02:09 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:02:15 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:02:21 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:02:26 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:02:37 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:06:59 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:06 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:11 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:16 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:22 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:29 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:35 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:46 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:51 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:12:57 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:07 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:23 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:29 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:34 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:39 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:45 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:50 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:13:56 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:14:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:14:07 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:14:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:14:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:14:24 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:14:30 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:14:35 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:14:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:17:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:21:51 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:21:56 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:22:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:22:07 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:22:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:22:19 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:22:23 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:26:40 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:31:30 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:31:36 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:31:41 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:31:46 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:31:58 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:32:20 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:33:06 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:36:24 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:46:09 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:46:15 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:46:20 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:46:36 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:47:51 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:50:02 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:50:06 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:50:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:50:17 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:50:21 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:51:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:54:53 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:55:08 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:55:13 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
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+2026-01-06 12:55:18 | INFO | PID:1417 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_alien_t0_s1 [train]
+total_reward:1469.30     total_reward_ma:1608.55  loss:0.08095             fps:1852
+frame:1.00e+07           wall_t:5400              t:625000                 epi:nan
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+2026-01-06 12:55:18 | INFO | PID:1417 | slm_lab.lib.logger:info | Session 1 done
diff --git a/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s2.log b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s2.log
new file mode 100644
index 0000000000000000000000000000000000000000..78dc9988f1e77070ba0d008e0030de5ef76591bb
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s2.log
@@ -0,0 +1,4002 @@
+2026-01-06 11:25:16 | INFO | PID:1418 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-01-06 11:25:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+frame:1.00e+04          wall_t:40               t:625                   epi:nan
+opt_step:128            lr:0.0002498            clip_eps:0.1            entropy:2.853
+2026-01-06 11:26:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+frame:2.00e+04          wall_t:47               t:1250                  epi:nan
+opt_step:288            lr:0.0002495            clip_eps:0.1            entropy:2.835
+2026-01-06 11:26:10 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+frame:3.00e+04          wall_t:53               t:1875                  epi:nan
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+2026-01-06 11:26:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:26:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:54:07 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:54:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:54:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:54:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:54:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:59:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:59:13 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:59:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:59:29 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:59:35 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:59:40 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:59:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 11:59:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:00:47 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:00:54 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:00:59 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:01:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:04:11 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:04:17 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:04:23 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:04:28 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:04:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:04:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:04:45 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:04:55 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:06 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:12 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:23 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:39 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:44 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:50 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:05:55 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:06:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:06:06 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:09:10 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:09:16 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:09:22 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:09:28 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:09:33 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:09:40 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:09:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:09:58 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:10:49 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:11:02 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:14:14 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:14:20 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:14:37 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:29:07 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:29:18 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:29:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:34:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:34:21 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:43:54 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:43:59 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:44:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:44:10 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:44:21 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:45:06 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:51:56 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:00 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:03 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:07 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:15 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:19 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:23 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:26 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:34 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:54 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:52:57 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:53:01 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:53:04 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:53:08 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:53:24 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:53:31 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:55:46 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:55:51 | INFO | PID:1418 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_alien_t0_s2 [train]
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+2026-01-06 12:55:51 | INFO | PID:1418 | slm_lab.lib.logger:info | Session 2 done
diff --git a/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s3.log b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s3.log
new file mode 100644
index 0000000000000000000000000000000000000000..904185c2a7ce42e9a67d2b03a992883a5c153556
--- /dev/null
+++ b/data/ppo_atari_alien_2026_01_06_112514/log/ppo_atari_alien_t0_s3.log
@@ -0,0 +1,4002 @@
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+2026-01-06 11:46:19 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:46:36 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:46:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:51:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:51:16 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:51:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:56:08 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:56:14 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:56:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:56:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 11:57:54 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:10 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:16 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:22 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:28 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:39 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:44 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:50 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:01:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:02:03 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:02:15 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:02:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:02:53 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:02:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:03:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:03:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:06:15 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:06:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:06:25 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:06:37 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:11:20 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:11:25 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:11:31 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:11:37 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:11:43 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:11:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:11:54 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:11:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:12:04 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:12:10 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:12:15 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:12:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:12:38 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:12:48 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:12:54 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:13:00 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:13:05 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:13:11 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:13:16 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:13:27 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:13:43 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:13:56 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:16:21 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:16:33 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:16:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:21:12 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:26:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:26:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:26:23 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:26:29 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:26:34 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:27:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:02 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:18 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:24 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:30 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:35 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:40 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:52 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:31:59 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:32:43 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:35:58 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:40:46 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:45:43 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:45:49 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:46:06 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:49:50 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:49:53 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:49:57 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:50:13 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:50:17 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:51:07 | INFO | PID:1419 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_alien_t0_s3 [train]
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+2026-01-06 12:56:03 | INFO | PID:1419 | slm_lab.lib.logger:info | Session 3 done
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