{
  "STAGE": "C7-C2-R2",
  "SEED": 20260719,
  "PACKET_BYTES": 30,
  "PROTOCOL_VERSION": 2,
  "TRAIN_TRUTH_N": 8000,
  "TRAIN_NNSI_N": 384,
  "EPOCHS": 4,
  "EPOCH_SAMPLES": 30000,
  "BATCH": 10,
  "NUM_WORKERS": 2,
  "BRIDGE_WIDTH": 40,
  "BRIDGE_BLOCKS": 4,
  "LR": 8e-05,
  "MIN_LR_RATIO": 0.06,
  "WARMUP_STEPS": 400,
  "WEIGHT_DECAY": 8e-05,
  "GRAD_CLIP": 1.0,
  "USE_AMP": false,
  "TOTAL_BUDGET_HOURS": 5.0,
  "FINAL_RESERVE_HOURS": 1.0,
  "TIME_CHECK_EVERY_STEPS": 50,
  "ADAPTER_WIDTH": 48,
  "ADAPTER_BLOCKS": 5,
  "ARTIFACT_GATE_CENTER": 0.58,
  "ARTIFACT_GATE_TEMPERATURE": 0.08,
  "MAX_ARTIFACT_SUPPRESSION": 0.72,
  "UNCERTAINTY_PROTECTION": 0.7,
  "CALIBRATION_FRACTION": 0.25,
  "TRUTH_SUPPORT_THRESHOLD": 0.08,
  "INPUT_SUPPORT_THRESHOLD": 0.08,
  "LOW_SUPPORT_THRESHOLD": 0.025,
  "SLOT_MATCH_IOU_THRESHOLD": 0.2,
  "OPPOSITE_HALF_WIDTH_DEG": 30.0,
  "SCIENTIFIC_SUPPORT_THRESHOLD": 0.92,
  "MIN_ARTIFACT_REJECTION": 0.6,
  "MIN_TRUE_RETENTION": 0.9,
  "MIN_ARTIFACT_PRECISION": 0.6,
  "MIN_COMPONENT_RECALL": 0.8,
  "GRAD_VALUE_CLIP": 0.2,
  "MAX_BAD_GRAD_FRACTION": 0.4,
  "MAX_CONSECUTIVE_BAD_BATCHES": 8,
  "MIN_DYNAMIC_LR_SCALE": 0.0625,
  "PSEUDO_BOOST_STRENGTH": 0.18,
  "PSEUDO_SUPPRESS_STRENGTH": 0.12,
  "SCIENCE_CONFIDENCE_CENTER": 0.78,
  "SCIENCE_CONFIDENCE_TEMPERATURE": 0.06,
  "ARTIFACT_CONFIDENCE_CENTER": 0.68,
  "ARTIFACT_CONFIDENCE_TEMPERATURE": 0.06,
  "UNCERTAINTY_SAFE_MAX": 0.55,
  "W_PSEUDO_MASK": 1.0,
  "W_PARENT_LOGIT": 0.7,
  "W_UNION": 0.45,
  "W_EXISTENCE": 0.25,
  "W_ARTIFACT_SAFETY": 0.35,
  "W_SCIENCE_COVERAGE_SURROGATE": 0.3,
  "W_PERIODIC_DELTA": 0.08,
  "W_DELTA_ZERO": 0.05,
  "RELEASE_ALPHA_GRID": [
    0.0,
    0.03125,
    0.0625,
    0.125,
    0.25,
    0.5,
    0.75,
    1.0
  ],
  "HARD_SELECTION_N": 64,
  "MAX_ALPHA_DIRECT_MSE_REGRESSION": 0.03,
  "MAX_ALPHA_DIRECT_SSIM_DROP": 0.01,
  "MAX_ALPHA_FEATURE_REL_L1": 0.16,
  "MAX_ALPHA_TOKEN_REL_L1": 0.18,
  "W_DIRECT_L1": 1.0,
  "W_DIRECT_MSE": 0.55,
  "W_DIRECT_SSIM": 0.32,
  "W_CONTOUR": 0.24,
  "W_PERIODIC_GRAD": 0.14,
  "W_MARGINAL": 0.18,
  "W_RIDGE": 0.14,
  "W_PARENT_NONDEGRADE": 1.25,
  "W_PARENT_ANCHOR": 0.16,
  "W_SEM9_DISTILL": 0.28,
  "W_SLOPE_DISTILL": 0.1,
  "W_MASK_DISTILL": 0.32,
  "W_EXIST_DISTILL": 0.18,
  "W_SCIENCE_COVERAGE": 0.08,
  "W_DELTA_REG": 0.025,
  "MAX_DIRECT_MSE_REGRESSION_VS_C7C2": 0.03,
  "MAX_DIRECT_SSIM_DROP_VS_C7C2": 0.01,
  "MAX_MODEL_MSE_REGRESSION_VS_C7C2": 0.05,
  "MAX_PACKET_FEATURE_REL_L1": 0.16,
  "MAX_SLOT_TOKEN_REL_L1": 0.18,
  "MAX_SCIENTIFIC_OUTPUT_DIFF": 1e-07,
  "MIN_REAL_CONSENSUS_RETENTION": 0.93,
  "E2E_DIAGNOSTIC_N": 48,
  "DDIM_STEPS": 24,
  "OLD_DATASET_REPO": "wuff-mann/ATLAS-WDS",
  "OLD_GALLERY_SHARDS": 6,
  "OLD_GALLERY_PER_SHARD": 600,
  "OLD_GALLERY_ROWS_ARTICLE": 6,
  "OLD_GALLERY_ROWS_PPT": 3,
  "MAX_GALLERY_ACTIVE_SLOTS": 3,
  "PREFERRED_GALLERY_ACTIVE_SLOTS": 2,
  "MIN_DIRECTION_RESULTANT": 0.16,
  "MAX_DIRECTION_ENTROPY": 0.86,
  "MAX_FREQUENCY_ENTROPY": 0.9,
  "MIN_SUPPORT_AREA": 0.025,
  "MAX_SUPPORT_AREA": 0.34,
  "MIN_REMOVED_ENERGY": 0.008,
  "MAX_REMOVED_ENERGY": 0.28,
  "HF_REPO": "wuff-mann/Wave_compress_system",
  "HF_PREFIX": "WaveCleanLDM/C7C2R2_FIX2_SurrogatePacketBridge",
  "MS_REPO": "WuFeiFan/Wave_compress_system",
  "MS_PREFIX": "WaveCleanLDM/C7C2R2_FIX2_SurrogatePacketBridge",
  "MS_ENDPOINT": "https://modelscope.cn"
}