Upload WaveSemanticHybridCodec/V5_ACSSVAE_C4C_ArtifactRejected_CleanLDM/c4c_final_summary.json with huggingface_hub

WaveSemanticHybridCodec/V5_ACSSVAE_C4C_ArtifactRejected_CleanLDM/c4c_final_summary.json

@@ -0,0 +1,233 @@
+{
+  "run": "C4C_ARTIFACT_REJECTED_CLEAN_LDM_PACKET_ALIGNMENT",
+  "profile": "T4_L4_EXPERIMENT",
+  "created_utc": "2026-07-10T08:03:21.177418+00:00",
+  "decision": {
+    "next_step": "C4C2_PACKET_ADAPTER_REFINEMENT_ON_CLEAN_BACKEND",
+    "rationale": "The clean backend is conditionable, but packet-to-condition mapping still has a causal, oracle-gap, or artifact-leak deficit.",
+    "packet_to_oracle_score_ratio": 1.4824188691135978,
+    "direct_packet_score": 0.014996944509875931,
+    "oracle_score": 0.014998087615543701,
+    "packet_score": 0.02223344808190095,
+    "packet_artifact_energy_ratio": 0.013832244620382884,
+    "true_vs_shuffle_noise_gain": 0.1628345662928888,
+    "true_vs_zero_noise_gain": 0.16620753378891065,
+    "gates": {
+      "router_ok": true,
+      "causal_ok": true,
+      "quality_ok": false,
+      "artifact_ok": true
+    }
+  },
+  "controller_test_audit": {
+    "regret": 0.010183606231080944,
+    "top1": 0.56640625
+  },
+  "router_audit": {
+    "true": 0.10341472178697586,
+    "shuffle": 0.3448917493224144,
+    "zero": 0.32161056622862816
+  },
+  "packet_causal_audit": {
+    "true": 0.2657043430954218,
+    "shuffle": 0.3173857070505619,
+    "zero": 0.31866963766515255,
+    "oracle": 0.103014612570405,
+    "z_align": 0.2135511189699173,
+    "true_vs_shuffle_gain": 0.1628345662928888,
+    "true_vs_zero_gain": 0.16620753378891065
+  },
+  "summary": [
+    {
+      "method": "vae_ceiling",
+      "mse": 0.00046676680866344867,
+      "log": 0.0399568700119448,
+      "energy_rel": 0.0013036625021997682,
+      "freq": 0.00010876227479274871,
+      "dir": 0.00021634897755485274,
+      "score": 0.0012821597715197248,
+      "artifact_energy_ratio": 0.013108822228755103,
+      "wave_region_mse": 0.000977040773887573
+    },
+    {
+      "method": "direct_packet",
+      "mse": 0.00972300773934352,
+      "log": 0.24796784968386354,
+      "energy_rel": 0.11573114479587049,
+      "freq": 0.003979296193036006,
+      "dir": 0.0023122993440668244,
+      "score": 0.014996944509875931,
+      "artifact_energy_ratio": 0.011768745474395473,
+      "wave_region_mse": 0.02555879969130208
+    },
+    {
+      "method": "oracle",
+      "mse": 0.00983810418535247,
+      "log": 0.24243897225301422,
+      "energy_rel": 0.12828069122037675,
+      "freq": 0.004303283380234786,
+      "dir": 0.0019207963223842016,
+      "score": 0.014998087615543701,
+      "artifact_energy_ratio": 0.01570996502453072,
+      "wave_region_mse": 0.02450884769735311
+    },
+    {
+      "method": "packet",
+      "mse": 0.015048087251504638,
+      "log": 0.3375248934576298,
+      "energy_rel": 0.22391756856708636,
+      "freq": 0.006173313345977119,
+      "dir": 0.002523945878897185,
+      "score": 0.02223344808190095,
+      "artifact_energy_ratio": 0.013832244620382884,
+      "wave_region_mse": 0.039066778309148564
+    },
+    {
+      "method": "packet_prior",
+      "mse": 0.017398773634982444,
+      "log": 0.44595076897408087,
+      "energy_rel": 0.270761955628082,
+      "freq": 0.006288950808611862,
+      "dir": 0.004676835933230395,
+      "score": 0.026866078351556175,
+      "artifact_energy_ratio": 0.00555204329471453,
+      "wave_region_mse": 0.04074235272933218
+    },
+    {
+      "method": "zero",
+      "mse": 0.05845996317905338,
+      "log": 0.7307292171874621,
+      "energy_rel": 0.7465026732426318,
+      "freq": 0.010770957540859452,
+      "dir": 0.009014727702706499,
+      "score": 0.07406383178498091,
+      "artifact_energy_ratio": 0.029618790111661932,
+      "wave_region_mse": 0.15936209294914425
+    },
+    {
+      "method": "shuffle",
+      "mse": 0.06868384908801049,
+      "log": 0.8249990210931574,
+      "energy_rel": 0.3242653626272528,
+      "freq": 0.01216794323399928,
+      "dir": 0.012354659609908489,
+      "score": 0.08640995965206903,
+      "artifact_energy_ratio": 0.036911389552323016,
+      "wave_region_mse": 0.13018551701167333
+    }
+  ],
+  "control": {
+    "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_c4c_clean_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",
+    "HF_FILE_LDM_VAE_CKPT": "LDM_VAE.pt",
+    "HF_FILE_LDM_UNET_CKPT": "LDM_UNET.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,
+    "ROUTER_BATCH": 64,
+    "ADAPTER_BATCH": 64,
+    "BG_PATCH_BATCH": 32,
+    "BG_PATCH_EPOCHS": 8,
+    "CTRL_RECAL_EPOCHS": 8,
+    "LDM_CLEAN_BUILD_BATCHES": 1200,
+    "LDM_VAE_BATCH": 48,
+    "LDM_VAE_EPOCHS": 18,
+    "LDM_VAE_PROBE_EPOCHS": 2,
+    "LDM_VAE_PROBE_BATCHES": 80,
+    "LDM_UNET_BATCH": 96,
+    "LDM_UNET_EPOCHS": 28,
+    "ROUTER_EPOCHS": 6,
+    "ADAPTER_EPOCHS": 14,
+    "ROUTER_LR": 0.0002,
+    "ADAPTER_LR": 0.00025,
+    "BG_PATCH_LR": 0.00015,
+    "CTRL_RECAL_LR": 0.00015,
+    "LDM_VAE_LR": 0.00015,
+    "LDM_UNET_LR": 0.00015,
+    "DDIM_EVAL_N": 24,
+    "DDIM_STEPS": 50,
+    "GALLERY_ROWS": 6,
+    "CLEAN_VAE_INIT": "auto_probe",
+    "CLEAN_UNET_INIT": "scratch",
+    "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,
+    "MAX_BITS_PER_BRANCH": 24,
+    "BG_PATCH_ARTIFACT_PENALTY": 0.35,
+    "BG_PATCH_RECON_W": 0.55,
+    "BG_PATCH_LOG_W": 0.08,
+    "CTRL_RECAL_REGRET_W": 0.35,
+    "DIFF_T": 1000,
+    "BETA_START": 0.0001,
+    "BETA_END": 0.02,
+    "LDM_KL_W": 2e-05,
+    "LDM_LOG_W": 0.1,
+    "LDM_MARG_W": 0.05,
+    "LDM_ARTIFACT_W": 0.15,
+    "AMP": false,
+    "WEIGHT_DECAY": 0.0001,
+    "GRAD_CLIP": 1.0,
+    "ROUTER_COND_REG_W": 2e-05,
+    "ADAPTER_Z_W": 0.3,
+    "ADAPTER_X0_W": 0.1,
+    "ADAPTER_DELTA_REG_W": 2e-05,
+    "CAUSAL_MARGIN": 0.01,
+    "CAUSAL_RANK_W": 0.08,
+    "SCORE_LOG_W": 0.02,
+    "SCORE_MARG_W": 0.05,
+    "MAX_PACKET_TO_ORACLE_SCORE_RATIO": 1.3,
+    "MIN_TRUE_VS_SHUFFLE_NOISE_GAIN": 0.02,
+    "MIN_TRUE_VS_ZERO_NOISE_GAIN": 0.02,
+    "MAX_ROUTER_TRUE_NOISE_MSE": 0.8,
+    "MAX_PACKET_ARTIFACT_ENERGY_RATIO": 0.06,
+    "OUT_DIR": "/content/icwds_c4c_artifact_rejected_clean_ldm",
+    "HF_ROOT": "WaveSemanticHybridCodec/V5_ACSSVAE_C4C_ArtifactRejected_CleanLDM",
+    "PACKAGE_NAME": "C4C_artifact_rejected_clean_ldm_packet_adapter_package.pt",
+    "FRONT_PATCH_NAME": "C4C_trusted_bg_front_patch.pt",
+    "CLEAN_VAE_NAME": "LDM_VAE_clean.pt",
+    "CLEAN_UNET_NAME": "LDM_UNET_clean.pt",
+    "UPLOAD_TO_HF": true,
+    "HF_MAX_RETRIES": 3
+  }
+}