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data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_s0_session_df_train.csv

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data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_s0_session_metrics_train.json

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data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_s1_session_metrics_scalar_eval.json

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+}

data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_s1_session_metrics_scalar_train.json

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data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_s2_session_metrics_scalar_eval.json

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data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_s2_session_metrics_scalar_train.json

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data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_s3_session_metrics_scalar_eval.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 13.945098876953125,
+  "strength": 28.07451629638672,
+  "max_strength": 34.540000915527344,
+  "final_strength": 34.06999969482422,
+  "sample_efficiency": 2.5035060957634414e-07,
+  "training_efficiency": 1.6025025615817867e-05,
+  "stability": 0.9989511370658875
+}

data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_s3_session_metrics_scalar_train.json

@@ -0,0 +1,9 @@
+{
+  "total_reward_ma": 13.945098876953125,
+  "strength": 28.07451629638672,
+  "max_strength": 34.540000915527344,
+  "final_strength": 34.06999969482422,
+  "sample_efficiency": 2.5035060957634414e-07,
+  "training_efficiency": 1.6025025615817867e-05,
+  "stability": 0.9989511370658875
+}

data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0_trial_metrics_scalar.json

@@ -0,0 +1,11 @@
+{
+  "frame": 10000000.0,
+  "total_reward_ma": 16.909299850463867,
+  "strength": 29.88344383239746,
+  "max_strength": 37.53000259399414,
+  "final_strength": 37.223331451416016,
+  "sample_efficiency": 2.3457316444819298e-07,
+  "training_efficiency": 1.5013853953860234e-05,
+  "stability": 0.9991421103477478,
+  "consistency": 0.7330509424209595
+}

data/ppo_atari_lam85_pong_2026_01_08_094454/log/ppo_atari_lam85_pong_t0.log

@@ -0,0 +1,5 @@
+2026-01-08 12:23:12 | INFO | PID:1368 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:16.91 | strength:29.88 | max_strength:37.53 | final_strength:37.22 | sample_efficiency:2.346e-07 | training_efficiency:1.501e-05 | stability:0.9991 | consistency:0.7331
+2026-01-08 12:23:12 | INFO | PID:1368 | slm_lab.lib.logger:info | Trial 0 done
+2026-01-08 12:23:12 | INFO | PID:1368 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_pong_2026_01_08_094454
+2026-01-08 12:23:12 | INFO | PID:1368 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB
+2026-01-08 12:23:12 | INFO | PID:1368 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_pong_2026_01_08_094454 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_pong_2026_01_08_094454...

data/ppo_atari_lam85_pong_2026_01_08_094454/log/ppo_atari_lam85_pong_t0_s0.log

@@ -0,0 +1,690 @@
+2026-01-08 09:44:59 | INFO | PID:1485 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing
+2026-01-08 09:45:11 | INFO | PID:1485 | 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
+2026-01-08 09:45:11 | INFO | PID:1485 | slm_lab.lib.logger:info | PPO:
+algorithm_spec:
+  name: PPO
+  action_pdtype: default
+  action_policy: default
+  explore_var_spec: null
+  gamma: 0.99
+  lam: 0.85
+  clip_eps_spec:
+    name: no_decay
+    start_val: 0.1
+    end_val: 0.1
+    start_step: 0
+    end_step: 0
+  entropy_coef_spec:
+    name: no_decay
+    start_val: 0.01
+    end_val: 0.01
+    start_step: 0
+    end_step: 0
+  val_loss_coef: 0.5
+  time_horizon: 128
+  minibatch_size: 256
+  training_epoch: 4
+  clip_vloss: true
+name: PPO
+memory_spec:
+  name: OnPolicyBatchReplay
+action_pdtype: default
+entropy_coef_spec:
+  name: no_decay
+  start_val: 0.01
+  end_val: 0.01
+  start_step: 0
+  end_step: 0
+minibatch_size: 256
+val_loss_coef: 0.5
+normalize_v_targets: False
+symlog_transform: False
+clip_vloss: True
+gamma: 0.99
+lam: 0.85
+clip_eps_spec:
+  name: no_decay
+  start_val: 0.1
+  end_val: 0.1
+  start_step: 0
+  end_step: 0
+time_horizon: 128
+training_epoch: 4
+to_train: 0
+training_frequency: 128
+clip_eps: 0.1
+shared: True
+net: (device:cuda:0) ConvNet(
+  (conv_model): Sequential(
+    (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
+    (1): ReLU()
+    (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
+    (3): ReLU()
+    (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
+    (5): ReLU()
+  )
+  (fc_model): Sequential(
+    (0): Linear(in_features=3136, out_features=512, bias=True)
+    (1): ReLU()
+  )
+  (tails): ModuleList(
+    (0): Sequential(
+      (0): Linear(in_features=512, out_features=6, bias=True)
+    )
+    (1): Sequential(
+      (0): Linear(in_features=512, out_features=1, bias=True)
+    )
+  )
+  (loss_fn): MSELoss()
+)
+net_names: ['net']
+optim: AdamW (
+Parameter Group 0
+    amsgrad: False
+    betas: (0.9, 0.999)
+    capturable: False
+    decoupled_weight_decay: True
+    differentiable: False
+    eps: 1e-05
+    foreach: None
+    fused: None
+    initial_lr: 0.00025
+    lr: 0.00025
+    maximize: False
+    weight_decay: 0.01
+)
+old_net: (device:cuda:0) ConvNet(
+  (conv_model): Sequential(
+    (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4))
+    (1): ReLU()
+    (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))
+    (3): ReLU()
+    (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))
+    (5): ReLU()
+  )
+  (fc_model): Sequential(
+    (0): Linear(in_features=3136, out_features=512, bias=True)
+    (1): ReLU()
+  )
+  (tails): ModuleList(
+    (0): Sequential(
+      (0): Linear(in_features=512, out_features=6, bias=True)
+    )
+    (1): Sequential(
+      (0): Linear(in_features=512, out_features=1, bias=True)
+    )
+  )
+  (loss_fn): MSELoss()
+)
+2026-01-08 09:45:20 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
+total_reward:nan     total_reward_ma:nan  loss:0.0009389       fps:588.2
+frame:1.00e+04       wall_t:17            t:625                epi:nan
+opt_step:128         lr:0.0002498         clip_eps:0.1         entropy:1.731
+2026-01-08 09:45:28 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
+total_reward:-20.69     total_reward_ma:-20.69  loss:-0.001293          fps:800
+frame:2.00e+04          wall_t:25               t:1250                  epi:nan
+opt_step:288            lr:0.0002495            clip_eps:0.1            entropy:1.725
+2026-01-08 09:45:38 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
+total_reward:-20.57     total_reward_ma:-20.63  loss:-0.008886          fps:857.1
+frame:3.00e+04          wall_t:35               t:1875                  epi:nan
+opt_step:448            lr:0.0002493            clip_eps:0.1            entropy:1.719
+2026-01-08 09:45:51 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
+total_reward:-20.52     total_reward_ma:-20.59  loss:-0.007274          fps:833.3
+frame:4.00e+04          wall_t:48               t:2500                  epi:nan
+opt_step:608            lr:0.000249             clip_eps:0.1            entropy:1.735
+2026-01-08 09:46:01 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
+total_reward:-20.44     total_reward_ma:-20.55  loss:-0.006024          fps:862.1
+frame:5.00e+04          wall_t:58               t:3125                  epi:nan
+opt_step:768            lr:0.0002488            clip_eps:0.1            entropy:1.717
+2026-01-08 09:46:12 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
+total_reward:-20.43     total_reward_ma:-20.53  loss:-0.007834          fps:869.6
+frame:6.00e+04          wall_t:69               t:3750                  epi:nan
+opt_step:928            lr:0.0002485            clip_eps:0.1            entropy:1.748
+2026-01-08 09:46:23 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
+total_reward:-20.39     total_reward_ma:-20.51  loss:-0.01248           fps:875
+frame:7.00e+04          wall_t:80               t:4375                  epi:nan
+opt_step:1088           lr:0.0002483            clip_eps:0.1            entropy:1.746
+2026-01-08 09:46:33 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
+total_reward:-20.42     total_reward_ma:-20.49  loss:-0.01276           fps:888.9
+frame:8.00e+04          wall_t:90               t:5000                  epi:nan
+opt_step:1248           lr:0.000248             clip_eps:0.1            entropy:1.739
+2026-01-08 09:46:43 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+frame:9.00e+04          wall_t:100              t:5625                  epi:nan
+opt_step:1376           lr:0.0002478            clip_eps:0.1            entropy:1.714
+2026-01-08 09:46:53 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+frame:1.00e+05          wall_t:110              t:6250                  epi:nan
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+2026-01-08 09:47:04 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:47:14 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:47:25 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:47:35 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:47:46 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:47:57 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:48:07 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:48:17 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:48:28 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:48:38 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:48:49 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:49:11 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:49:21 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:49:32 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:49:42 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:49:53 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:50:36 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:50:57 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:51:08 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:51:17 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:52:22 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:52:33 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:52:43 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:52:53 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:57:05 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:57:14 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:57:25 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:57:36 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:57:46 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:57:57 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:58:08 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:58:19 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:58:30 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:58:39 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:58:50 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:59:01 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:59:12 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:59:22 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:59:32 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:59:43 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 09:59:54 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:00:04 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:00:13 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:00:24 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:00:35 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:00:44 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:00:55 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:01:05 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:01:15 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:01:26 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:01:36 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:01:46 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:01:56 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:02:06 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:02:17 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:02:28 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:02:38 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:02:49 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:02:59 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:03:20 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:03:31 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:03:41 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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+2026-01-08 10:04:33 | INFO | PID:1485 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_pong_t0_s0 [train]
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data/ppo_atari_lam85_pong_2026_01_08_094454/ppo_atari_lam85_pong_spec.json

@@ -0,0 +1,113 @@
+{
+  "agent": {
+    "name": "PPO",
+    "algorithm": {
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+      "action_pdtype": "default",
+      "action_policy": "default",
+      "explore_var_spec": null,
+      "gamma": 0.99,
+      "lam": 0.85,
+      "clip_eps_spec": {
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+    "memory": {
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+    "net": {
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+      "shared": true,
+      "conv_hid_layers": [
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+          8,
+          4,
+          0,
+          1
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+          4,
+          2,
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+          1
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+          3,
+          1,
+          0,
+          1
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+      "fc_hid_layers": [
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+      "init_fn": "orthogonal_",
+      "normalize": true,
+      "batch_norm": false,
+      "clip_grad_val": 0.5,
+      "use_same_optim": true,
+      "loss_spec": {
+        "name": "MSELoss"
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+        "lr": 0.00025,
+        "eps": 1e-05
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+        "frame": 10000000.0
+      },
+      "gpu": "auto"
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+    "num_envs": 16,
+    "max_frame": 10000000,
+    "life_loss_info": true
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+  "meta": {
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+    "eval_frequency": 10000,
+    "log_frequency": 10000,
+    "max_session": 4,
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+    "resume": false,
+    "experiment_ts": "2026_01_08_094454",
+    "prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/ppo_atari_lam85_pong_t0",
+    "git_sha": "unknown",
+    "random_seed": null,
+    "predir": "data/ppo_atari_lam85_pong_2026_01_08_094454",
+    "graph_prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/graph/ppo_atari_lam85_pong_t0",
+    "info_prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0",
+    "log_prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/log/ppo_atari_lam85_pong_t0",
+    "model_prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/model/ppo_atari_lam85_pong_t0"
+  },
+  "name": "ppo_atari_lam85_pong"
+}

data/ppo_atari_lam85_pong_2026_01_08_094454/ppo_atari_lam85_pong_t0_spec.json

@@ -0,0 +1,113 @@
+{
+  "agent": {
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+    },
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+      "loss_spec": {
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+    "prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/ppo_atari_lam85_pong_t0",
+    "git_sha": "unknown",
+    "random_seed": null,
+    "predir": "data/ppo_atari_lam85_pong_2026_01_08_094454",
+    "graph_prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/graph/ppo_atari_lam85_pong_t0",
+    "info_prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/info/ppo_atari_lam85_pong_t0",
+    "log_prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/log/ppo_atari_lam85_pong_t0",
+    "model_prepath": "data/ppo_atari_lam85_pong_2026_01_08_094454/model/ppo_atari_lam85_pong_t0"
+  },
+  "name": "ppo_atari_lam85_pong"
+}

data/ppo_atari_lam85_pong_2026_01_08_094454/ppo_atari_lam85_pong_t0_trial_metrics_scalar.json

@@ -0,0 +1,11 @@
+{
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+}