auto-sync 2026-07-04T06:15:18Z workspace (part 2)

workspace/runs/ctt_selector_diagnostic_sweep/config.yaml

@@ -6,6 +6,9 @@ metrics:
   - runs/ctt_base_context_obs_learned_dominance_chartcompat_obs_utility_task_envclip_k16_train_to_test/metrics.json
   - runs/ctt_base_context_obs_dominance_envclip_k16_train_to_test/metrics.json
   - runs/ctt_base_context_obs_dominance_envclip_k16_train_to_test_tau0/metrics.json
+  - runs/ctt_dominance_utility_energy_val_to_test_seed0/metrics.json
+  - runs/ctt_dominance_utility_energy_val_to_test_seed1/metrics.json
+  - runs/ctt_dominance_utility_energy_val_to_test_seed2/metrics.json
   - runs/ctt_base_context_obs_learned_dominance_basic_tanh_train_to_test/metrics.json
   - runs/ctt_base_context_obs_learned_dominance_context_success_tanh_train_to_test/metrics.json
   - runs/ctt_base_context_obs_learned_dominance_context_tangent_success_tanh_train_to_test/metrics.json

workspace/runs/ctt_selector_diagnostic_sweep/data_hash.txt

@@ -1 +1 @@
-2ec8fa640a2fa299e25d9a7decf951077112e2460bbb2c14deab81745b8249af
+fe282d92b43f35c62c14a40a1cce310487bf3bc1adbba59184d729da713d2129

workspace/runs/ctt_selector_diagnostic_sweep/eval.log

@@ -1,3 +1,3 @@
-num_inputs=15
-families=K8 per-dim trainmax,K8 tanh,K16 env_clip
+num_inputs=18
+families=K8 per-dim trainmax,K8 tanh,K16 env_clip,K16 env_clip utility-energy
 overall_pass=False

workspace/runs/ctt_selector_diagnostic_sweep/metrics.json

@@ -13,6 +13,7 @@
       "proposal_oracle_success": 0.2222222222222222,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_perdim_trainmax_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3333333333333333,
       "selector": "context/utility_margin, bonus=1.0",
       "selector_regret": 0.11280556699623251,
@@ -33,6 +34,7 @@
       "proposal_oracle_success": 0.3819444444444444,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_success_tanh_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3819444444444444,
       "selector": "context/success, bonus=1.0",
       "selector_regret": 0.23532104610300544,
@@ -53,15 +55,37 @@
       "proposal_oracle_success": 0.5694444444444444,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_chartcompat_obs_utility_task_envclip_k16_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3541666666666667,
       "selector": "chart_compat/utility_margin, chartcompat_obs",
       "selector_regret": 0.4511945542892338,
       "split_hash": "84151df9e88c219b76751677558cc5bbbc19082bf358cea7330158e9e403e25f",
       "success_selector_gap": 0.24305555555555555,
       "success_support_gap": 0.2013888888888889
+    },
+    {
+      "base_success": 0.2916666666666667,
+      "calibration_ece": 0.025346812650147644,
+      "coverage": 0.1736111111111111,
+      "data_hash": "0c38d73dc9bc4ab756e12006671b5d12f1a23358b281e54b3f6a9ae3cbf6e9af",
+      "fallback_rate": 0.8263888888888888,
+      "family": "K16 env_clip utility-energy",
+      "hidden_chart_oracle_success": 0.7291666666666666,
+      "k": 16,
+      "outcome_ptr": 0.5486111111111112,
+      "proposal_oracle_success": 0.5694444444444444,
+      "report_type": "dominance_calibrated_selector_eval",
+      "run_path": "runs/ctt_dominance_utility_energy_val_to_test_seed2",
+      "seed": "2",
+      "selected_success": 0.2777777777777778,
+      "selector": "checkpoint utility energy/LCB auto, seed=2",
+      "selector_regret": 0.5454409955467175,
+      "split_hash": "84151df9e88c219b76751677558cc5bbbc19082bf358cea7330158e9e403e25f",
+      "success_selector_gap": 0.3055555555555556,
+      "success_support_gap": 0.2013888888888889
     }
   ],
-  "data_hash": "2ec8fa640a2fa299e25d9a7decf951077112e2460bbb2c14deab81745b8249af",
+  "data_hash": "fe282d92b43f35c62c14a40a1cce310487bf3bc1adbba59184d729da713d2129",
   "gates": [
     {
       "family": "K8 per-dim trainmax",
@@ -89,12 +113,24 @@
       "selector": "chart_compat/utility_margin, chartcompat_obs",
       "status": "diagnostic_only",
       "success_selector_gap": 0.24305555555555555
+    },
+    {
+      "family": "K16 env_clip utility-energy",
+      "pass": false,
+      "proposal_oracle_success": 0.5694444444444444,
+      "selected_success": 0.2777777777777778,
+      "selector": "checkpoint utility energy/LCB auto, seed=2",
+      "status": "diagnostic_only",
+      "success_selector_gap": 0.3055555555555556
     }
   ],
   "input_metrics": [
     "runs/ctt_base_context_obs_learned_dominance_chartcompat_obs_utility_task_envclip_k16_train_to_test/metrics.json",
     "runs/ctt_base_context_obs_dominance_envclip_k16_train_to_test/metrics.json",
     "runs/ctt_base_context_obs_dominance_envclip_k16_train_to_test_tau0/metrics.json",
+    "runs/ctt_dominance_utility_energy_val_to_test_seed0/metrics.json",
+    "runs/ctt_dominance_utility_energy_val_to_test_seed1/metrics.json",
+    "runs/ctt_dominance_utility_energy_val_to_test_seed2/metrics.json",
     "runs/ctt_base_context_obs_learned_dominance_basic_tanh_train_to_test/metrics.json",
     "runs/ctt_base_context_obs_learned_dominance_context_success_tanh_train_to_test/metrics.json",
     "runs/ctt_base_context_obs_learned_dominance_context_tangent_success_tanh_train_to_test/metrics.json",
@@ -108,7 +144,7 @@
     "runs/ctt_base_context_obs_learned_dominance_context_tangent_success_perdim_trainmax_train_to_test/metrics.json",
     "runs/ctt_base_context_obs_dominance_perdim_trainmax_train_to_test/metrics.json"
   ],
-  "num_inputs": 15,
+  "num_inputs": 18,
   "overall_pass": false,
   "report_type": "ctt_selector_diagnostic_sweep",
   "rows": [
@@ -125,6 +161,7 @@
       "proposal_oracle_success": 0.5694444444444444,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_chartcompat_obs_utility_task_envclip_k16_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3541666666666667,
       "selector": "chart_compat/utility_margin, chartcompat_obs",
       "selector_regret": 0.4511945542892338,
@@ -145,6 +182,7 @@
       "proposal_oracle_success": 0.5694444444444444,
       "report_type": "dominance_calibrated_selector_eval",
       "run_path": "runs/ctt_base_context_obs_dominance_envclip_k16_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.2777777777777778,
       "selector": "LCB auto",
       "selector_regret": 0.5323940152051768,
@@ -165,6 +203,7 @@
       "proposal_oracle_success": 0.5694444444444444,
       "report_type": "dominance_calibrated_selector_eval",
       "run_path": "runs/ctt_base_context_obs_dominance_envclip_k16_train_to_test_tau0",
+      "seed": "pooled",
       "selected_success": 0.2916666666666667,
       "selector": "LCB 0",
       "selector_regret": 0.5319753833795807,
@@ -172,6 +211,69 @@
       "success_selector_gap": 0.2986111111111111,
       "success_support_gap": 0.2013888888888889
     },
+    {
+      "base_success": 0.2916666666666667,
+      "calibration_ece": 0.015002442871876898,
+      "coverage": 0.125,
+      "data_hash": "0c38d73dc9bc4ab756e12006671b5d12f1a23358b281e54b3f6a9ae3cbf6e9af",
+      "fallback_rate": 0.875,
+      "family": "K16 env_clip utility-energy",
+      "hidden_chart_oracle_success": 0.7291666666666666,
+      "k": 16,
+      "outcome_ptr": 0.5486111111111112,
+      "proposal_oracle_success": 0.5694444444444444,
+      "report_type": "dominance_calibrated_selector_eval",
+      "run_path": "runs/ctt_dominance_utility_energy_val_to_test_seed0",
+      "seed": "0",
+      "selected_success": 0.2708333333333333,
+      "selector": "checkpoint utility energy/LCB auto, seed=0",
+      "selector_regret": 0.573938843271915,
+      "split_hash": "84151df9e88c219b76751677558cc5bbbc19082bf358cea7330158e9e403e25f",
+      "success_selector_gap": 0.3194444444444444,
+      "success_support_gap": 0.2013888888888889
+    },
+    {
+      "base_success": 0.2916666666666667,
+      "calibration_ece": 0.009001064879080955,
+      "coverage": 0.09722222222222222,
+      "data_hash": "0c38d73dc9bc4ab756e12006671b5d12f1a23358b281e54b3f6a9ae3cbf6e9af",
+      "fallback_rate": 0.9027777777777778,
+      "family": "K16 env_clip utility-energy",
+      "hidden_chart_oracle_success": 0.7291666666666666,
+      "k": 16,
+      "outcome_ptr": 0.5486111111111112,
+      "proposal_oracle_success": 0.5694444444444444,
+      "report_type": "dominance_calibrated_selector_eval",
+      "run_path": "runs/ctt_dominance_utility_energy_val_to_test_seed1",
+      "seed": "1",
+      "selected_success": 0.2708333333333333,
+      "selector": "checkpoint utility energy/LCB auto, seed=1",
+      "selector_regret": 0.5715718468879155,
+      "split_hash": "84151df9e88c219b76751677558cc5bbbc19082bf358cea7330158e9e403e25f",
+      "success_selector_gap": 0.3194444444444444,
+      "success_support_gap": 0.2013888888888889
+    },
+    {
+      "base_success": 0.2916666666666667,
+      "calibration_ece": 0.025346812650147644,
+      "coverage": 0.1736111111111111,
+      "data_hash": "0c38d73dc9bc4ab756e12006671b5d12f1a23358b281e54b3f6a9ae3cbf6e9af",
+      "fallback_rate": 0.8263888888888888,
+      "family": "K16 env_clip utility-energy",
+      "hidden_chart_oracle_success": 0.7291666666666666,
+      "k": 16,
+      "outcome_ptr": 0.5486111111111112,
+      "proposal_oracle_success": 0.5694444444444444,
+      "report_type": "dominance_calibrated_selector_eval",
+      "run_path": "runs/ctt_dominance_utility_energy_val_to_test_seed2",
+      "seed": "2",
+      "selected_success": 0.2777777777777778,
+      "selector": "checkpoint utility energy/LCB auto, seed=2",
+      "selector_regret": 0.5454409955467175,
+      "split_hash": "84151df9e88c219b76751677558cc5bbbc19082bf358cea7330158e9e403e25f",
+      "success_selector_gap": 0.3055555555555556,
+      "success_support_gap": 0.2013888888888889
+    },
     {
       "base_success": 0.3333333333333333,
       "calibration_ece": 0.02645474340097932,
@@ -185,6 +287,7 @@
       "proposal_oracle_success": 0.3819444444444444,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_basic_tanh_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3680555555555556,
       "selector": "basic/utility_margin, bonus=1.0",
       "selector_regret": 0.25259616218520226,
@@ -205,6 +308,7 @@
       "proposal_oracle_success": 0.3819444444444444,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_success_tanh_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3819444444444444,
       "selector": "context/success, bonus=1.0",
       "selector_regret": 0.23532104610300544,
@@ -225,6 +329,7 @@
       "proposal_oracle_success": 0.3819444444444444,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_tangent_success_tanh_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3402777777777778,
       "selector": "context_tangent/success, bonus=1.0",
       "selector_regret": 0.26619138512534035,
@@ -245,6 +350,7 @@
       "proposal_oracle_success": 0.3819444444444444,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_tangent_tanh_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3472222222222222,
       "selector": "context_tangent/utility_margin, bonus=1.0",
       "selector_regret": 0.2437624827079061,
@@ -265,6 +371,7 @@
       "proposal_oracle_success": 0.3819444444444444,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_tanh_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.375,
       "selector": "context/utility_margin, bonus=1.0",
       "selector_regret": 0.24082847581949965,
@@ -285,6 +392,7 @@
       "proposal_oracle_success": 0.3819444444444444,
       "report_type": "dominance_calibrated_selector_eval",
       "run_path": "runs/ctt_base_context_obs_dominance_tanh_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3194444444444444,
       "selector": "LCB auto",
       "selector_regret": 0.3232221397451617,
@@ -305,6 +413,7 @@
       "proposal_oracle_success": 0.2222222222222222,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_basic_perdim_trainmax_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3055555555555556,
       "selector": "basic/utility_margin, bonus=1.0",
       "selector_regret": 0.12719054139840105,
@@ -325,6 +434,7 @@
       "proposal_oracle_success": 0.2222222222222222,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_perdim_trainmax_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3333333333333333,
       "selector": "context/utility_margin, bonus=1.0",
       "selector_regret": 0.11280556699623251,
@@ -345,6 +455,7 @@
       "proposal_oracle_success": 0.2222222222222222,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_success_perdim_trainmax_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3263888888888889,
       "selector": "context/success, bonus=1.0",
       "selector_regret": 0.11845623132669264,
@@ -365,6 +476,7 @@
       "proposal_oracle_success": 0.2222222222222222,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_tangent_perdim_trainmax_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.2986111111111111,
       "selector": "context_tangent/utility_margin, bonus=1.0",
       "selector_regret": 0.12803097097073785,
@@ -385,6 +497,7 @@
       "proposal_oracle_success": 0.2222222222222222,
       "report_type": "learned_dominance_selector_eval",
       "run_path": "runs/ctt_base_context_obs_learned_dominance_context_tangent_success_perdim_trainmax_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.2777777777777778,
       "selector": "context_tangent/success, bonus=1.0",
       "selector_regret": 0.16677976430704197,
@@ -405,6 +518,7 @@
       "proposal_oracle_success": 0.2222222222222222,
       "report_type": "dominance_calibrated_selector_eval",
       "run_path": "runs/ctt_base_context_obs_dominance_perdim_trainmax_train_to_test",
+      "seed": "pooled",
       "selected_success": 0.3263888888888889,
       "selector": "LCB auto",
       "selector_regret": 0.11593854168636931,
@@ -415,7 +529,7 @@
   ],
   "schema_version": 1,
   "selection_rule": "best selected_success per diagnostic family; all candidate rows retained",
-  "split_hash": "3281cb880470bb0158a5055eeb059e90f2af4a005944132e01504c225160d8c5",
+  "split_hash": "08acb82a67e5b95e3e8339cf57cfcb2695aca7e8f0b794889e754059bdd0b6b6",
   "thresholds": {
     "proposal_oracle_min": 0.5,
     "selected_min": 0.4745,

workspace/runs/ctt_selector_diagnostic_sweep/metrics_by_seed.json

@@ -1,22 +1,42 @@
 {
-  "16": {
+  "0": {
     "base_success": 0.2916666666666667,
-    "calibration_ece": 0.11388905660618416,
-    "coverage": 0.3009259259259259,
+    "calibration_ece": 0.015002442871876898,
+    "coverage": 0.125,
     "outcome_ptr": 0.5486111111111112,
     "proposal_oracle_success": 0.5694444444444444,
-    "selected_success": 0.3078703703703704,
-    "success_selector_gap": 0.28009259259259256,
-    "success_support_gap": 0.20138888888888892
+    "selected_success": 0.2708333333333333,
+    "success_selector_gap": 0.3194444444444444,
+    "success_support_gap": 0.2013888888888889
   },
-  "8": {
-    "base_success": 0.3333333333333333,
-    "calibration_ece": 0.04109681127667372,
-    "coverage": 0.21122685185185186,
-    "outcome_ptr": 0.38888888888888884,
-    "proposal_oracle_success": 0.30208333333333337,
-    "selected_success": 0.3333333333333333,
-    "success_selector_gap": 0.10474537037037035,
-    "success_support_gap": 0.4409722222222223
+  "1": {
+    "base_success": 0.2916666666666667,
+    "calibration_ece": 0.009001064879080955,
+    "coverage": 0.09722222222222222,
+    "outcome_ptr": 0.5486111111111112,
+    "proposal_oracle_success": 0.5694444444444444,
+    "selected_success": 0.2708333333333333,
+    "success_selector_gap": 0.3194444444444444,
+    "success_support_gap": 0.2013888888888889
+  },
+  "2": {
+    "base_success": 0.2916666666666667,
+    "calibration_ece": 0.025346812650147644,
+    "coverage": 0.1736111111111111,
+    "outcome_ptr": 0.5486111111111112,
+    "proposal_oracle_success": 0.5694444444444444,
+    "selected_success": 0.2777777777777778,
+    "success_selector_gap": 0.3055555555555556,
+    "success_support_gap": 0.2013888888888889
+  },
+  "pooled": {
+    "base_success": 0.325,
+    "calibration_ece": 0.055655260342575806,
+    "coverage": 0.22916666666666669,
+    "outcome_ptr": 0.42083333333333317,
+    "proposal_oracle_success": 0.3555555555555557,
+    "selected_success": 0.3282407407407407,
+    "success_selector_gap": 0.13981481481481478,
+    "success_support_gap": 0.3930555555555556
   }
 }

workspace/runs/ctt_selector_diagnostic_sweep/metrics_by_task.json

@@ -9,6 +9,16 @@
     "success_selector_gap": 0.28009259259259256,
     "success_support_gap": 0.20138888888888892
   },
+  "K16 env_clip utility-energy": {
+    "base_success": 0.2916666666666667,
+    "calibration_ece": 0.0164501068003685,
+    "coverage": 0.13194444444444445,
+    "outcome_ptr": 0.5486111111111112,
+    "proposal_oracle_success": 0.5694444444444444,
+    "selected_success": 0.27314814814814814,
+    "success_selector_gap": 0.3148148148148148,
+    "success_support_gap": 0.20138888888888892
+  },
   "K8 per-dim trainmax": {
     "base_success": 0.3333333333333333,
     "calibration_ece": 0.03722925805679559,

workspace/runs/ctt_selector_diagnostic_sweep/split_hash.txt

@@ -1 +1 @@
-3281cb880470bb0158a5055eeb059e90f2af4a005944132e01504c225160d8c5
+08acb82a67e5b95e3e8339cf57cfcb2695aca7e8f0b794889e754059bdd0b6b6

workspace/runs/ctt_selector_diagnostic_sweep/table.tex

@@ -6,5 +6,6 @@ Family & Best selector & Base & Selected & Proposal & Coverage & Sel. gap & Supp
 K8 per-dim trainmax & context/utility\_margin, bonus=1.0 & 0.3333 & 0.3333 & 0.2222 & 0.4236 & 0.0625 & 0.5139 \\
 K8 tanh & context/success, bonus=1.0 & 0.3333 & 0.3819 & 0.3819 & 0.1806 & 0.1250 & 0.3681 \\
 K16 env\_clip & chart\_compat/utility\_margin, chartcompat\_obs & 0.2917 & 0.3542 & 0.5694 & 0.6597 & 0.2431 & 0.2014 \\
+K16 env\_clip utility-energy & checkpoint utility energy/LCB auto, seed=2 & 0.2917 & 0.2778 & 0.5694 & 0.1736 & 0.3056 & 0.2014 \\
 \bottomrule
 \end{tabular}

workspace/runs/paper_ctt_audit/audit.json

@@ -243,35 +243,35 @@
         "status": "pass"
       },
       {
-        "line": 1067,
+        "line": 1068,
         "raw": "../runs/ctt_selector_diagnostic_sweep/table",
         "resolved": "runs/ctt_selector_diagnostic_sweep/table.tex",
         "run_dir": "runs/ctt_selector_diagnostic_sweep",
         "status": "pass"
       },
       {
-        "line": 1089,
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