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data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_s0_session_df_train.csv

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data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_s1_session_metrics_scalar_eval.json

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data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_s1_session_metrics_scalar_train.json

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data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_s2_session_metrics_scalar_eval.json

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data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_s2_session_metrics_scalar_train.json

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data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_s3_session_metrics_scalar_eval.json

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data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_s3_session_metrics_scalar_train.json

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data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_trial_metrics_scalar.json

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data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0.log

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+2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:51439.42 | strength:3.017e+04 | max_strength:4.917e+04 | final_strength:48494 | sample_efficiency:1.91e-07 | training_efficiency:1.21e-05 | stability:0.9976 | consistency:0.8778
+2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.lib.logger:info | Trial 0 done
+2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_defender_2026_01_07_205238
+2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB
+2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_defender_2026_01_07_205238 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_defender_2026_01_07_205238...

data/ppo_atari_lam70_defender_2026_01_07_205238/ppo_atari_lam70_defender_spec.json

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+    "git_sha": "unknown",
+    "random_seed": null,
+    "predir": "data/ppo_atari_lam70_defender_2026_01_07_205238",
+    "graph_prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/graph/ppo_atari_lam70_defender_t0",
+    "info_prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0",
+    "log_prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0",
+    "model_prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/model/ppo_atari_lam70_defender_t0"
+  },
+  "name": "ppo_atari_lam70_defender"
+}

data/ppo_atari_lam70_defender_2026_01_07_205238/ppo_atari_lam70_defender_t0_spec.json

@@ -0,0 +1,113 @@
+{
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+    "algorithm": {
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+      "action_pdtype": "default",
+      "action_policy": "default",
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+      "lam": 0.7,
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+      "time_horizon": 128,
+      "minibatch_size": 256,
+      "training_epoch": 4,
+      "clip_vloss": true
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+    "memory": {
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+    "net": {
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+      "shared": true,
+      "conv_hid_layers": [
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+          1
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+          1
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+      "init_fn": "orthogonal_",
+      "normalize": true,
+      "batch_norm": false,
+      "clip_grad_val": 0.5,
+      "use_same_optim": true,
+      "loss_spec": {
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+      "lr_scheduler_spec": {
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+        "frame": 10000000.0
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+      "gpu": "auto"
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+  },
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+    "max_frame": 10000000,
+    "life_loss_info": true
+  },
+  "meta": {
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+    "log_frequency": 10000,
+    "max_session": 4,
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+    "resume": false,
+    "experiment_ts": "2026_01_07_205238",
+    "prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/ppo_atari_lam70_defender_t0",
+    "git_sha": "unknown",
+    "random_seed": null,
+    "predir": "data/ppo_atari_lam70_defender_2026_01_07_205238",
+    "graph_prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/graph/ppo_atari_lam70_defender_t0",
+    "info_prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0",
+    "log_prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0",
+    "model_prepath": "data/ppo_atari_lam70_defender_2026_01_07_205238/model/ppo_atari_lam70_defender_t0"
+  },
+  "name": "ppo_atari_lam70_defender"
+}

data/ppo_atari_lam70_defender_2026_01_07_205238/ppo_atari_lam70_defender_t0_trial_metrics_scalar.json

@@ -0,0 +1,11 @@
+{
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+  "final_strength": 48494.0,
+  "sample_efficiency": 1.9099000780897768e-07,
+  "training_efficiency": 1.2097639228159096e-05,
+  "stability": 0.9975984692573547,
+  "consistency": 0.8777953386306763
+}