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{
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    "dermoscopic_mask_dir": null,
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    "image_fusion": "low_rank_bilinear",
    "metadata_gate_hidden_dim": 64,
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    "synthetic_train_only": false,
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    "zero_augmented_metadata": false,
    "seed": 42,
    "branch_dim": 512,
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    "classifier_hidden_dim": 512,
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    "consistency_teacher": "final",
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    "class_weight": true,
    "class_weight_scale": [],
    "inf_aux": false,
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      "AKIEC"
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    "inf_aux_pos_weight": 2.0,
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    "inf_pairwise_margin_weight": 0.0,
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    "weighted_sampler": false,
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    "ldam_beta": 0.9999,
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    "imagenet_pretrained": false,
    "selection_metric": "f1_macro",
    "calibrate_bias": false,
    "calibration_metric": "dice_macro",
    "calibration_max_bias": 1.5,
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    "dermoscopic_backbone_explicit": true
  },
  "environment": {
    "timestamp_utc": "2026-07-11T14:50:00.254178+00:00",
    "cwd": "/marimo",
    "command": [
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      "--metadata-branch-mode",
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      "--clinical-logit-weight",
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      "--dermoscopic-logit-weight",
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    "python": "3.13.11 (main, Feb  3 2026, 03:08:54) [GCC 14.2.0]",
    "platform": "Linux-4.4.0-x86_64-with-glibc2.41",
    "executable": "/tmp/uv-venv/bin/python",
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      "cuda_available": true,
      "cuda_device_count": 1,
      "cuda_device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition"
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    "git": {
      "available": false
    }
  },
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    "BEN_OTH",
    "BKL",
    "DF",
    "INF",
    "MAL_OTH",
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    "SCCKA",
    "VASC"
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  "label_to_idx": {
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    "BCC": 1,
    "BEN_OTH": 2,
    "BKL": 3,
    "DF": 4,
    "INF": 5,
    "MAL_OTH": 6,
    "MEL": 7,
    "NV": 8,
    "SCCKA": 9,
    "VASC": 10
  },
  "metadata_spec": {
    "sex_values": [
      "female",
      "male",
      "unknown"
    ],
    "site_values": [
      "foot",
      "genital",
      "hand",
      "head_neck_face",
      "lower_extremity",
      "trunk",
      "unknown",
      "upper_extremity"
    ],
    "monet_columns": [
      "MONET_erythema",
      "MONET_gel_water_drop_fluid_dermoscopy_liquid",
      "MONET_hair",
      "MONET_pigmented",
      "MONET_skin_markings_pen_ink_purple_pen",
      "MONET_ulceration_crust",
      "MONET_vasculature_vessels"
    ],
    "monet_disabled": false
  },
  "model_type": "DualEffB2MetadataClassifier",
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  "val_size": 0,
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  "image_fusion": "low_rank_bilinear",
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    "data_dir": "/marimo/milk10k",
    "dermoscopic_mask_dir": "None",
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    "dermoscopic_checkpoint": "/marimo/ham10k_backbone/convnext_base/convnext_base_best.pt",
    "resume_checkpoint": "None",
    "augmented_data_dir": "None"
  }
}