C3-A oracle audit sync: c3a_model_audit_summary.json

WaveSemanticHybridCodec/V5_ACSSVAE_C3A_OracleAudit/c3a_model_audit_summary.json

@@ -0,0 +1,152 @@
+{
+  "run": "V5_ACSSVAE_C3A_REAL_LATENT_ORACLE_AUDIT",
+  "profile": "T4_L4_EXPERIMENT",
+  "controls": {
+    "SEED": 20260708,
+    "NF": 47,
+    "ND": 72,
+    "K_MAX": 6,
+    "P_PHYS": 24,
+    "PROP_FEAT_DIM": 22,
+    "V5_HF_REPO": "wuff-mann/Wave_compress_system",
+    "V5_HF_ROOT": "WaveSystemSetParserV5/checkpoints",
+    "MODEL_HF_REPO": "wuff-mann/Wave_compress_system",
+    "SOURCE_HF_ROOT": "WaveSemanticHybridCodec/V5_ACSSVAE",
+    "C2_HF_ROOT": "WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal",
+    "DATA_REPO": "wuff-mann/ATLAS-WDS-v4",
+    "REAL_SPLIT": "train",
+    "REAL_CACHE_DIR": "/content/icwds_real_cache_v5",
+    "REAL_CACHE_N": 30000,
+    "REAL_WORKERS": 2,
+    "REAL_PREFETCH": 3,
+    "REAL_SHUFFLE_BUFFER": 8192,
+    "EXPECTED_STATIONS": 117,
+    "REAL_CACHE_SCHEMA_VERSION": 3,
+    "REAL_VIEW2_MODE": "auto",
+    "REAL_SCAN_LOG_EVERY": 1000,
+    "REAL_EMPTY_ACCEPT_FAILSCAN": 5000,
+    "REAL_TARGET_WIND_FRAC": 1.0,
+    "REAL_MAX_SCAN_MULT": 25,
+    "REBUILD_REAL_CACHE": false,
+    "BATCH": 8,
+    "AUDIT_BATCHES": 12,
+    "ORACLE_STEPS": 80,
+    "ORACLE_STARTS": 3,
+    "JOINT_CONTROL_BATCHES": 3,
+    "JOINT_STEPS": 55,
+    "JOINT_STARTS": 2,
+    "GALLERY_ROWS": 6,
+    "ORACLE_Z_BOUND": 4.0,
+    "ORACLE_LR": 0.07,
+    "ORACLE_Z_L2": 0.0002,
+    "ORACLE_LOG_WEIGHT": 0.18,
+    "ORACLE_INIT_NOISE": 0.3,
+    "JOINT_LR": 0.045,
+    "JOINT_DELTA_TRUST": 0.0005,
+    "JOINT_Z_L2": 0.0002,
+    "DECODER_CAPACITY_GAIN": 0.15,
+    "ENCODER_DISTILL_GAIN": 0.1,
+    "JOINT_EXTRA_GAIN": 0.12,
+    "MIN_HARDNEG_REL_GAP": 0.05,
+    "OUT_DIR": "/content/icwds_v5_acssvae_c3a_oracle_audit",
+    "HF_REPO_ID": "wuff-mann/Wave_compress_system",
+    "HF_ROOT": "WaveSemanticHybridCodec/V5_ACSSVAE_C3A_OracleAudit",
+    "UPLOAD_TO_HF": true,
+    "HF_MAX_RETRIES": 3
+  },
+  "decision": {
+    "run": "V5_ACSSVAE_C3A_REAL_LATENT_ORACLE_AUDIT",
+    "profile": "T4_L4_EXPERIMENT",
+    "best_candidate": "C2_consolidate",
+    "decision": "C3B_SEMANTIC_ADAPTER_THEN_SHAPE_DISTILLATION",
+    "reason": "Joint semantic+shape inversion is materially stronger than C4-only inversion; semantic-domain alignment must be repaired before or together with code distillation.",
+    "metrics": {
+      "shape_oracle_gain_vs_zero_mean": 0.12817601922168648,
+      "shape_oracle_gain_vs_encoder_mean": 0.039146054385857075,
+      "oracle_hard_negative_relative_gap_mean": 0.10116112610063221,
+      "joint_extra_gain_mean": 0.21374508425867572
+    },
+    "thresholds": {
+      "decoder_capacity_gain": 0.15,
+      "encoder_distill_gain": 0.1,
+      "joint_extra_gain": 0.12,
+      "min_hardneg_rel_gap": 0.05
+    },
+    "candidates": {
+      "source_B_shape": {
+        "remote": "WaveSemanticHybridCodec/V5_ACSSVAE/checkpoints/best_acssvae.pt",
+        "phase": "B_shape",
+        "epoch": 7,
+        "score": 0.006085039151522019
+      },
+      "C2_protected": {
+        "remote": "WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal/checkpoints/C2_protected/complete.pt",
+        "phase": "C2_protected",
+        "epoch": 8,
+        "score": 0.05268106650805566
+      },
+      "C2_consolidate": {
+        "remote": "WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal/checkpoints/C2_consolidate/complete.pt",
+        "phase": "C2_consolidate",
+        "epoch": 6,
+        "score": 0.05119276133055488
+      }
+    },
+    "created_utc": "2026-07-08T07:00:44.910434+00:00"
+  },
+  "best_candidate": "C2_consolidate",
+  "summary": [
+    {
+      "candidate": "C2_consolidate",
+      "n_slots": 285.0,
+      "enc_mse_mean": 0.007239090606951499,
+      "zero_mse_mean": 0.007978340726688864,
+      "oracle_mse_mean": 0.006955708772347628,
+      "hardneg_mse_mean": 0.00765935610458636,
+      "oracle_gain_vs_zero_mean": 0.12817601922168648,
+      "oracle_gain_vs_encoder_mean": 0.039146054385857075,
+      "hardneg_rel_gap_mean": 0.10116112610063221,
+      "oracle_gain_vs_zero_median": 0.10406531393527985,
+      "oracle_gain_vs_encoder_median": 0.019749199971556664,
+      "hardneg_rel_gap_median": 0.023152483627200127,
+      "oracle_success_rate": 0.11228070175438597,
+      "z_cosine_mean": 0.23085919379403716
+    },
+    {
+      "candidate": "C2_protected",
+      "n_slots": 285.0,
+      "enc_mse_mean": 0.007510616852707255,
+      "zero_mse_mean": 0.007926287602597837,
+      "oracle_mse_mean": 0.007239139280881976,
+      "hardneg_mse_mean": 0.00777016713099995,
+      "oracle_gain_vs_zero_mean": 0.08669232762770913,
+      "oracle_gain_vs_encoder_mean": 0.03614584223230918,
+      "hardneg_rel_gap_mean": 0.07335510887604814,
+      "oracle_gain_vs_zero_median": 0.05410788953304291,
+      "oracle_gain_vs_encoder_median": 0.020268121734261513,
+      "hardneg_rel_gap_median": 0.019666152074933052,
+      "oracle_success_rate": 0.09824561403508772,
+      "z_cosine_mean": 0.23180806893659264
+    },
+    {
+      "candidate": "source_B_shape",
+      "n_slots": 285.0,
+      "enc_mse_mean": 0.02014124870857238,
+      "zero_mse_mean": 0.009341157943906827,
+      "oracle_mse_mean": 0.011268037850574255,
+      "hardneg_mse_mean": 0.014831875902369692,
+      "oracle_gain_vs_zero_mean": -0.2062784847701155,
+      "oracle_gain_vs_encoder_mean": 0.4405491926735192,
+      "hardneg_rel_gap_mean": 0.316278494894638,
+      "oracle_gain_vs_zero_median": -0.24847599864006042,
+      "oracle_gain_vs_encoder_median": 0.3006349205970764,
+      "hardneg_rel_gap_median": 0.0590260773897171,
+      "oracle_success_rate": 0.07719298245614035,
+      "z_cosine_mean": -0.03536607504805975
+    }
+  ],
+  "joint_control": {
+    "n_slots": 69,
+    "joint_extra_gain_mean": 0.21374508425867572
+  }
+}