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data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_s0_session_df_train.csv

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data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_s0_session_metrics_train.json

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data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_s1_session_metrics_scalar_eval.json

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+{
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+}

data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_s1_session_metrics_scalar_train.json

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+{
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+  "training_efficiency": 1.113443522626767e-05,
+  "stability": 0.9948292374610901
+}

data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_s2_session_metrics_scalar_eval.json

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+{
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+  "training_efficiency": 1.1298118806735147e-05,
+  "stability": 0.994726836681366
+}

data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_s2_session_metrics_scalar_train.json

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+{
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+}

data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_s3_session_metrics_scalar_eval.json

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+{
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+}

data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_s3_session_metrics_scalar_train.json

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+{
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+}

data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0_trial_metrics_scalar.json

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+{
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+}

data/ppo_atari_lam70_breakout_2026_01_07_110559/log/ppo_atari_lam70_breakout_t0.log

@@ -0,0 +1,5 @@
+2026-01-07 12:47:50 | INFO | PID:1209 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:326.81 | strength:159.6 | max_strength:346.8 | final_strength:338.7 | sample_efficiency:1.693e-07 | training_efficiency:1.084e-05 | stability:0.9947 | consistency:0.7043
+2026-01-07 12:47:50 | INFO | PID:1209 | slm_lab.lib.logger:info | Trial 0 done
+2026-01-07 12:47:50 | INFO | PID:1209 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_breakout_2026_01_07_110559
+2026-01-07 12:47:50 | INFO | PID:1209 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.0 MB
+2026-01-07 12:47:51 | INFO | PID:1209 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_breakout_2026_01_07_110559 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_breakout_2026_01_07_110559...

data/ppo_atari_lam70_breakout_2026_01_07_110559/log/ppo_atari_lam70_breakout_t0_s0.log

@@ -0,0 +1,1122 @@
+2026-01-07 11:06:02 | INFO | PID:1253 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-01-07 11:06:07 | INFO | PID:1253 | slm_lab.lib.perf:log_perf_setup | Performance setup:
+Platform: GPU NVIDIA GeForce RTX 3080 (compute 8.6)
+• GPU cuDNN benchmark: enabled
+• GPU memory management: enabled
+• GPU TF32 acceleration: enabled
+2026-01-07 11:06:07 | INFO | PID:1253 | slm_lab.lib.logger:info | PPO:
+algorithm_spec:
+  name: PPO
+  action_pdtype: default
+  action_policy: default
+  explore_var_spec: null
+  gamma: 0.99
+  lam: 0.7
+  clip_eps_spec:
+    name: no_decay
+    start_val: 0.1
+    end_val: 0.1
+    start_step: 0
+    end_step: 0
+  entropy_coef_spec:
+    name: no_decay
+    start_val: 0.01
+    end_val: 0.01
+    start_step: 0
+    end_step: 0
+  val_loss_coef: 0.5
+  time_horizon: 128
+  minibatch_size: 256
+  training_epoch: 4
+  clip_vloss: true
+name: PPO
+memory_spec:
+  name: OnPolicyBatchReplay
+action_pdtype: default
+entropy_coef_spec:
+  name: no_decay
+  start_val: 0.01
+  end_val: 0.01
+  start_step: 0
+  end_step: 0
+minibatch_size: 256
+val_loss_coef: 0.5
+normalize_v_targets: False
+symlog_transform: False
+clip_vloss: True
+gamma: 0.99
+lam: 0.7
+clip_eps_spec:
+  name: no_decay
+  start_val: 0.1
+  end_val: 0.1
+  start_step: 0
+  end_step: 0
+time_horizon: 128
+training_epoch: 4
+to_train: 0
+training_frequency: 128
+clip_eps: 0.1
+shared: True
+net: (device:cuda:0) ConvNet(
+  (conv_model): Sequential(
+    (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
+    (1): ReLU()
+    (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
+    (3): ReLU()
+    (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
+    (5): ReLU()
+  )
+  (fc_model): Sequential(
+    (0): Linear(in_features=3136, out_features=512, bias=True)
+    (1): ReLU()
+  )
+  (tails): ModuleList(
+    (0): Sequential(
+      (0): Linear(in_features=512, out_features=4, 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=4, bias=True)
+    )
+    (1): Sequential(
+      (0): Linear(in_features=512, out_features=1, bias=True)
+    )
+  )
+  (loss_fn): MSELoss()
+)
+2026-01-07 11:06:16 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
+total_reward:1.45     total_reward_ma:1.45  loss:-0.009196        fps:833.3
+frame:1.00e+04        wall_t:12             t:625                 epi:nan
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+2026-01-07 11:06:23 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:06:30 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:06:39 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:06:48 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:06:56 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:07:03 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:07:10 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:07:16 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:07:24 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:07:31 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:07:38 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:07:46 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:07:53 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:08:01 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:08:08 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:08:16 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:08:23 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:08:31 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:08:39 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:08:46 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:08:54 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:09:01 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:09:09 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:09:17 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:09:23 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:09:30 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:09:38 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:09:45 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:09:53 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:10:00 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:10:07 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:10:21 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:12:57 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:13:05 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:13:12 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:13:18 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:13:25 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:13:33 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:13:40 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:13:48 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:13:55 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:02 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:09 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:16 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:23 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:29 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:36 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:43 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:50 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:14:57 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:15:04 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:15:11 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:15:19 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:15:26 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:15:33 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:15:40 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:15:47 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:15:54 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:16:01 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:16:08 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:16:14 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:16:21 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:16:27 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:19:08 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:19:15 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:19:21 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:19:29 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:19:36 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:19:43 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:19:50 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:19:57 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:20:04 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:20:11 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:20:24 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:20:32 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:20:39 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:20:46 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:20:53 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:01 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:08 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:15 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:22 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:28 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:35 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:42 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:49 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:21:56 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:22:31 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:25:20 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:25:27 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:25:34 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:25:41 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:25:48 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:25:55 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:02 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:09 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:16 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:22 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:29 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:36 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:43 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:50 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:26:57 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:04 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:10 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:17 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:23 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:31 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:38 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:45 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:51 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:27:58 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:28:05 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+2026-01-07 11:28:12 | INFO | PID:1253 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_breakout_t0_s0 [train]
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+    "predir": "data/ppo_atari_lam70_breakout_2026_01_07_110559",
+    "graph_prepath": "data/ppo_atari_lam70_breakout_2026_01_07_110559/graph/ppo_atari_lam70_breakout_t0",
+    "info_prepath": "data/ppo_atari_lam70_breakout_2026_01_07_110559/info/ppo_atari_lam70_breakout_t0",
+    "log_prepath": "data/ppo_atari_lam70_breakout_2026_01_07_110559/log/ppo_atari_lam70_breakout_t0",
+    "model_prepath": "data/ppo_atari_lam70_breakout_2026_01_07_110559/model/ppo_atari_lam70_breakout_t0"
+  },
+  "name": "ppo_atari_lam70_breakout"
+}

data/ppo_atari_lam70_breakout_2026_01_07_110559/ppo_atari_lam70_breakout_t0_trial_metrics_scalar.json

@@ -0,0 +1,11 @@
+{
+  "frame": 10000000.0,
+  "total_reward_ma": 326.8124694824219,
+  "strength": 159.568115234375,
+  "max_strength": 346.82666015625,
+  "final_strength": 338.7466735839844,
+  "sample_efficiency": 1.6927081958328927e-07,
+  "training_efficiency": 1.0836874025699217e-05,
+  "stability": 0.9947107434272766,
+  "consistency": 0.7043282985687256
+}