Upload WaveSemanticHybridCodec/V5_ACSSVAE_C3D_ReconstructionAwarePrototypeSelector/c3d_final_summary.json with huggingface_hub

WaveSemanticHybridCodec/V5_ACSSVAE_C3D_ReconstructionAwarePrototypeSelector/c3d_final_summary.json

@@ -0,0 +1,247 @@
+{
+  "run": "V5_ACSSVAE_C3D_RECONSTRUCTION_AWARE_PROTOTYPE_SELECTOR",
+  "profile": "T4_L4_EXPERIMENT",
+  "created_utc": "2026-07-09T01:14:01.866753+00:00",
+  "v5_checkpoint": {
+    "repo": "wuff-mann/Wave_compress_system",
+    "remote_path": "WaveSystemSetParserV5/checkpoints/phase_C/complete.pt",
+    "local_cache_path": "/root/.cache/huggingface/hub/models--wuff-mann--Wave_compress_system/snapshots/01dd16c701132d73623b6e4f4d25b08aa44651fc/WaveSystemSetParserV5/checkpoints/phase_C/complete.pt",
+    "checkpoint_score": 0.7434318450842708,
+    "phase": "C_joint",
+    "epoch": 10,
+    "summary": {
+      "instance_iou": 0.948730310793552,
+      "ew_dice": 0.9925958807269732,
+      "count_mae": 0.13583333333333333,
+      "bg_leak": 0.02585995042407575,
+      "score": 0.7434318450842708
+    },
+    "params": 241042
+  },
+  "c2_backbone": {
+    "repo": "wuff-mann/Wave_compress_system",
+    "remote": "WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal/checkpoints/C2_consolidate/complete.pt",
+    "local": "/root/.cache/huggingface/hub/models--wuff-mann--Wave_compress_system/snapshots/01dd16c701132d73623b6e4f4d25b08aa44651fc/WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal/checkpoints/C2_consolidate/complete.pt",
+    "phase": "C2_consolidate",
+    "epoch": 6,
+    "score": 0.05119276133055488
+  },
+  "c3c_source": "WaveSemanticHybridCodec/V5_ACSSVAE_C3C_ShapeBitPrototypeAudit/C3C_shape_prototype_audit_package.pt",
+  "control": {
+    "SEED": 20260709,
+    "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",
+    "C2_HF_ROOT": "WaveSemanticHybridCodec/V5_ACSSVAE_C2_CausalProtectedReal",
+    "C3C_HF_ROOT": "WaveSemanticHybridCodec/V5_ACSSVAE_C3C_ShapeBitPrototypeAudit",
+    "C3C_PACKAGE_NAME": "C3C_shape_prototype_audit_package.pt",
+    "C3C_NPZ_NAME": "c3c_codebooks.npz",
+    "C3C_SUMMARY_NAME": "c3c_final_summary.json",
+    "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,
+    "FEATURE_TRAIN_BATCHES": 220,
+    "FEATURE_VAL_BATCHES": 48,
+    "SELECTOR_BATCH": 256,
+    "EPOCHS": 28,
+    "K_LIST": [
+      4,
+      16,
+      32
+    ],
+    "GALLERY_ROWS": 6,
+    "RECON_ASSIGN_CHUNK": 16,
+    "TEACHER_TEMPERATURE": 0.13,
+    "COST_LOG_WEIGHT": 0.02,
+    "SELECTOR_WIDTH": 192,
+    "SELECTOR_DROPOUT": 0.1,
+    "LR": 0.002,
+    "WEIGHT_DECAY": 0.0001,
+    "GRAD_CLIP": 2.0,
+    "W_CE": 0.3,
+    "W_SOFT_KL": 0.5,
+    "W_REGRET": 0.35,
+    "W_USAGE": 0.05,
+    "PATIENCE": 8,
+    "MIN_REGRET_GAP_CLOSURE": 0.35,
+    "MIN_PPL_RATIO_TO_ORACLE": 0.35,
+    "MIN_COMBINED_IMPROVEMENT_VS_NEAREST": 0.002,
+    "MAX_RATIO_TO_CONTINUOUS_C2": 1.03,
+    "OUT_DIR": "/content/icwds_v5_acssvae_c3d_prototype_selector",
+    "HF_REPO_ID": "wuff-mann/Wave_compress_system",
+    "HF_ROOT": "WaveSemanticHybridCodec/V5_ACSSVAE_C3D_ReconstructionAwarePrototypeSelector",
+    "UPLOAD_TO_HF": true,
+    "HF_MAX_RETRIES": 3
+  },
+  "base_metrics": {
+    "zero": {
+      "mse": 0.007641542702913284,
+      "log_l1": 0.24430528283119202,
+      "combined": 0.012527648359537125
+    },
+    "continuous_c2": {
+      "mse": 0.006910068914294243,
+      "log_l1": 0.15046259760856628,
+      "combined": 0.009919321164488792
+    }
+  },
+  "evaluation": [
+    {
+      "K": 4,
+      "method": "latent_nearest",
+      "mse": 0.007199395447969437,
+      "log_l1": 0.1532060205936432,
+      "combined": 0.010263516567647457,
+      "perplexity": 1.0,
+      "usage_frac": 0.25,
+      "selected_cost": 0.010264130309224129,
+      "bits_per_wave": 2
+    },
+    {
+      "K": 4,
+      "method": "learned_selector",
+      "mse": 0.006875272840261459,
+      "log_l1": 0.15046092867851257,
+      "combined": 0.009884489700198174,
+      "perplexity": 3.772086299397911,
+      "usage_frac": 1.0,
+      "selected_cost": 0.009885075502097607,
+      "bits_per_wave": 2
+    },
+    {
+      "K": 4,
+      "method": "reconstruction_oracle",
+      "mse": 0.006805160082876682,
+      "log_l1": 0.15000563859939575,
+      "combined": 0.009805272333323956,
+      "perplexity": 3.8660167746797462,
+      "usage_frac": 1.0,
+      "selected_cost": 0.00980575941503048,
+      "bits_per_wave": 2
+    },
+    {
+      "K": 16,
+      "method": "latent_nearest",
+      "mse": 0.009280161932110786,
+      "log_l1": 0.20758752524852753,
+      "combined": 0.013431912288069725,
+      "perplexity": 1.0,
+      "usage_frac": 0.0625,
+      "selected_cost": 0.013432805426418781,
+      "bits_per_wave": 4
+    },
+    {
+      "K": 16,
+      "method": "learned_selector",
+      "mse": 0.006871774327009916,
+      "log_l1": 0.1505863070487976,
+      "combined": 0.009883499704301357,
+      "perplexity": 10.15897019838475,
+      "usage_frac": 1.0,
+      "selected_cost": 0.009883971884846687,
+      "bits_per_wave": 4
+    },
+    {
+      "K": 16,
+      "method": "reconstruction_oracle",
+      "mse": 0.0067469775676727295,
+      "log_l1": 0.1498418003320694,
+      "combined": 0.00974381435662508,
+      "perplexity": 13.255624107888329,
+      "usage_frac": 1.0,
+      "selected_cost": 0.00974398385733366,
+      "bits_per_wave": 4
+    },
+    {
+      "K": 32,
+      "method": "latent_nearest",
+      "mse": 0.007234098855406046,
+      "log_l1": 0.15927164256572723,
+      "combined": 0.010419531725347042,
+      "perplexity": 1.6016315016024483,
+      "usage_frac": 0.0625,
+      "selected_cost": 0.010419950820505619,
+      "bits_per_wave": 5
+    },
+    {
+      "K": 32,
+      "method": "learned_selector",
+      "mse": 0.006869771517813206,
+      "log_l1": 0.1509840488433838,
+      "combined": 0.0098894527181983,
+      "perplexity": 16.717953557144877,
+      "usage_frac": 0.8125,
+      "selected_cost": 0.009889848530292511,
+      "bits_per_wave": 5
+    },
+    {
+      "K": 32,
+      "method": "reconstruction_oracle",
+      "mse": 0.006704057566821575,
+      "log_l1": 0.1498502492904663,
+      "combined": 0.009701062925159931,
+      "perplexity": 23.390500589292145,
+      "usage_frac": 1.0,
+      "selected_cost": 0.009701444767415524,
+      "bits_per_wave": 5
+    }
+  ],
+  "decision": {
+    "decision": "PROCEED_TO_C3E_BACKGROUND_RESIDUAL_WITH_VQ4_MORPHOLOGY_TOKEN",
+    "selected_K": 4,
+    "rationale": "K=4 is the smallest selector passing regret closure, utilization, nearest-assignment improvement, and continuous-C2 quality gates.",
+    "criteria": {
+      "min_regret_gap_closure": 0.35,
+      "min_ppl_ratio_to_oracle": 0.35,
+      "min_relative_improvement_vs_nearest": 0.002,
+      "max_ratio_to_continuous_c2": 1.03
+    },
+    "rows": [
+      {
+        "K": 4,
+        "bits_per_wave": 2,
+        "gap_closure": 0.8269608998480206,
+        "ppl_ratio_to_oracle": 0.975703552065002,
+        "relative_improvement_vs_nearest": 0.03693004625885104,
+        "ratio_to_continuous_c2": 0.9964885233865282,
+        "passed": true
+      },
+      {
+        "K": 16,
+        "bits_per_wave": 4,
+        "gap_closure": 0.9620507457757719,
+        "ppl_ratio_to_oracle": 0.7663894295508288,
+        "relative_improvement_vs_nearest": 0.2641915392143234,
+        "ratio_to_continuous_c2": 0.9963887185833163,
+        "passed": true
+      },
+      {
+        "K": 32,
+        "bits_per_wave": 5,
+        "gap_closure": 0.7377840283088569,
+        "ppl_ratio_to_oracle": 0.714732610930017,
+        "relative_improvement_vs_nearest": 0.05087378043761106,
+        "ratio_to_continuous_c2": 0.9969888618590733,
+        "passed": true
+      }
+    ]
+  }
+}