Upload WaveSemanticHybridCodec/V5_ACSSVAE_C4C3B_ActiveResidualRefiner/c4c3_final_report.json with huggingface_hub

WaveSemanticHybridCodec/V5_ACSSVAE_C4C3B_ActiveResidualRefiner/c4c3_final_report.json

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+{
+  "next_step": "C4D_END_TO_END_SYSTEM_BENCHMARK",
+  "rationale": "Deterministic refiner improves Direct30B and meets the C4-C3B scientific/artifact gates.",
+  "score_true": 0.012568593915299825,
+  "score_direct": 0.01496548185910515,
+  "artifact": 0.012461475591274909,
+  "gains": {
+    "gain_shuffle": 0.027984957888979034,
+    "gain_zero": 0.05746180661263711,
+    "gain_direct": 0.16016109380046695
+  },
+  "pass_min": true,
+  "pass_good": true,
+  "pass_strong": false,
+  "ctrl": {
+    "SEED": 20260710,
+    "NF": 47,
+    "ND": 72,
+    "K_MAX": 6,
+    "P_PHYS": 24,
+    "PROP_FEAT_DIM": 22,
+    "HF_MODEL_REPO_ID": "wuff-mann/Wave_compress_system",
+    "HF_REVISION": "main",
+    "HF_ASSET_DIR": "/content/icwds_c4c3_assets",
+    "HF_FILE_CNN_PY": "CNN.py",
+    "HF_FILE_CNN_CKPT": "CNN.pt",
+    "HF_FILE_VAE_PY": "VAE.py",
+    "HF_FILE_VAE_CKPT": "VAE.pt",
+    "HF_FILE_LDM_PY": "LDM.py",
+    "C4C_PACKAGE_REMOTE": "WaveSemanticHybridCodec/V5_ACSSVAE_C4C_ArtifactRejected_CleanLDM/C4C_artifact_rejected_clean_ldm_packet_adapter_package.pt",
+    "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,
+    "TRAIN_BATCHES": 320,
+    "VAL_BATCHES": 64,
+    "TEST_BATCHES": 64,
+    "PACK_BUILD_BATCH": 64,
+    "LATENT_BATCH": 64,
+    "ANCHOR_BATCH": 32,
+    "ANCHOR_EPOCHS": 18,
+    "ANCHOR_LR": 0.0002,
+    "SCAN_EVAL_N": 16,
+    "SCAN_STEPS": 30,
+    "FINAL_EVAL_N": 24,
+    "FINAL_STEPS": 50,
+    "GALLERY_ROWS": 6,
+    "ARTIFACT_SHIFT_BINS": 36,
+    "ARTIFACT_ANTI_SIGMA_F": 0.55,
+    "ARTIFACT_ANTI_SIGMA_D": 1.25,
+    "ARTIFACT_BG_POWER": 1.75,
+    "ARTIFACT_WEAK_CENTER": 0.42,
+    "ARTIFACT_WEAK_SHARPNESS": 10.0,
+    "ARTIFACT_SOFT_STRENGTH": 0.88,
+    "ARTIFACT_HARD_DISPLAY_THR": 0.45,
+    "ARTIFACT_NATIVE_VIEW_WEIGHT": 0.4,
+    "ARTIFACT_DERIVED_VIEW_WEIGHT": 0.08,
+    "BG_SIGMA_F": 1.1,
+    "BG_SIGMA_D": 1.7,
+    "PRIOR_GATE_SIGMA_F": 0.65,
+    "PRIOR_GATE_SIGMA_D": 1.0,
+    "DIFF_T": 1000,
+    "BETA_START": 0.0001,
+    "BETA_END": 0.02,
+    "WEIGHT_DECAY": 0.0001,
+    "GRAD_CLIP": 1.0,
+    "DELTA_SCALE": 0.65,
+    "GATE_INIT_BIAS": -2.0,
+    "DISTILL_T_POOL": [
+      50,
+      150,
+      300,
+      500,
+      750
+    ],
+    "START_T_CANDIDATES": [
+      0,
+      50,
+      100,
+      200,
+      350,
+      500
+    ],
+    "LOSS_NOISE_W": 1.0,
+    "LOSS_ROUTE_W": 0.35,
+    "LOSS_LATENT_W": 0.18,
+    "LOSS_X0_W": 0.08,
+    "LOSS_ANCHOR_RANK_W": 0.12,
+    "LOSS_CAUSAL_RANK_W": 0.08,
+    "LOSS_GATE_REG_W": 0.0,
+    "LOSS_DELTA_REG_W": 1e-05,
+    "ANCHOR_MARGIN": 0.003,
+    "CAUSAL_MARGIN": 0.006,
+    "CAUSAL_EVERY": 2,
+    "SCORE_LOG_W": 0.02,
+    "SCORE_MARG_W": 0.05,
+    "MAX_ANCHORED_TO_ORACLE_RATIO": 1.2,
+    "MIN_TRUE_VS_SHUFFLE_GAIN": 0.02,
+    "MAX_PACKET_ARTIFACT_ENERGY_RATIO": 0.06,
+    "REQUIRE_GAIN_VS_PURE_NOISE": 0.02,
+    "OUT_DIR": "/content/icwds_c4c3b_active_residual_refiner",
+    "HF_ROOT": "WaveSemanticHybridCodec/V5_ACSSVAE_C4C3B_ActiveResidualRefiner",
+    "PACKAGE_NAME": "C4C3B_active_residual_refiner.pt",
+    "UPLOAD_TO_HF": true,
+    "HF_MAX_RETRIES": 3,
+    "REF_BATCH": 24,
+    "REF_WARMUP_EPOCHS": 0,
+    "REF_RESID_EPOCHS": 36,
+    "REF_CAUSAL_EPOCHS": 8,
+    "REF_LR": 0.0006,
+    "REF_WIDTH": 64,
+    "REF_BLOCKS": 8,
+    "REF_DROPOUT": 0.05,
+    "LOG_ALPHA": 30.0,
+    "REF_DELTA_SCALE": 1.35,
+    "REF_GATE_BIAS": 0.75,
+    "LOSS_MSE_W": 1.0,
+    "LOSS_LOG_W": 0.18,
+    "LOSS_WAVE_W": 1.25,
+    "LOSS_MARG_W": 0.08,
+    "LOSS_ENERGY_W": 0.04,
+    "LOSS_ARTIFACT_W": 0.025,
+    "LOSS_RESID_SUP_W": 0.85,
+    "LOSS_IDENTITY_TRUST_W": 0.03,
+    "RUN_OVERFIT_SANITY": true,
+    "OVERFIT_STEPS": 80,
+    "LOSS_CAUSAL_W": 0.1,
+    "CAUSAL_MARGIN_SHUFFLE": 0.002,
+    "CAUSAL_MARGIN_ZERO": 0.003,
+    "C4C3_MIN_GOOD_SCORE": 0.013,
+    "C4C3_TARGET_SCORE": 0.011,
+    "C4C3_STRONG_SCORE": 0.009,
+    "C4C3_MAX_ARTIFACT_RATIO": 0.025,
+    "C4C3_MIN_TRUE_SHUFFLE_GAIN": 0.005
+  }
+}