run_config.json

{
  "F": "<module 'torch.nn.functional' from '/usr/local/lib/python3.12/dist-packages/torch/nn/functional.py'>",
  "SEED": 42,
  "KAGGLE_INPUT": "/kaggle/input",
  "WORKING": "/kaggle/working",
  "STAGE": "all",
  "CHUNK_SLUG_PREFIX": "ich-images-chunk",
  "STEP1_DIR_CANDIDATES": [
    "/kaggle/input/ich-phase2-data-v4",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-phase2-data-v4",
    "/kaggle/working/phase2_data_v4"
  ],
  "CHUNK_DIR_STRS": [
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-01",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-02",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-03",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-04",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-05",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-06",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-07",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-08",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-09",
    "/kaggle/input/datasets/obaidullahmiakhil2/ich-images-chunk-010"
  ],
  "VERBOSE": true,
  "SUBTYPE_COLUMNS": [
    "epidural",
    "intraparenchymal",
    "intraventricular",
    "subarachnoid",
    "subdural"
  ],
  "ANY_COLUMN": "any",
  "ALL_LABELS": [
    "epidural",
    "intraparenchymal",
    "intraventricular",
    "subarachnoid",
    "subdural",
    "any"
  ],
  "LABEL_ORDER": [
    "epidural",
    "intraparenchymal",
    "intraventricular",
    "subarachnoid",
    "subdural",
    "any"
  ],
  "IMAGE_SIZE": 256,
  "BACKBONE": "efficientnet_b0",
  "PRETRAINED": true,
  "EPOCHS_CNN": 3,
  "BATCH_SIZE": 96,
  "NUM_WORKERS": 2,
  "LR": 0.0003,
  "WEIGHT_DECAY": 0.0001,
  "WARMUP_FRAC": 0.05,
  "GRAD_CLIP": 5.0,
  "USE_AMP": true,
  "MAX_TRAIN_SLICES": null,
  "SEQ_HIDDEN": 256,
  "SEQ_LAYERS": 2,
  "SEQ_DROPOUT": 0.3,
  "SEQ_EPOCHS": 12,
  "SEQ_BATCH": 32,
  "SEQ_LR": 0.001,
  "MAX_SEQ_LEN": 80,
  "LOSS_NAME": "asl",
  "DRW_START_FRAC": 0.6,
  "RSNA_ANY_WEIGHT": 2.0,
  "USE_CONSISTENCY": true,
  "CAM_CONSISTENCY_LAMBDA": 0.1,
  "CONSISTENCY_BATCH": 8,
  "CONSISTENCY_EVERY": 10,
  "ANCHOR_ENABLED": true,
  "ANCHOR_LAMBDA": 0.5,
  "ANCHOR_EPOCHS": 3,
  "ANCHOR_LR_SCALE": 0.3,
  "OUT_ROOT": "/kaggle/working/phase2_train",
  "CKPT_DIR": "/kaggle/working/phase2_train/checkpoints",
  "EMB_DIR": "/kaggle/working/phase2_train/embeddings",
  "SCORE_DIR": "/kaggle/working/phase2_train/scores",
  "TIME_BUDGET_MIN": 600,
  "KAGGLE_OUT_SLUG": "ich-phase2-ckpts",
  "KAGGLE_OUT_TITLE": "ICH Phase2 checkpoints + scores",
  "HF_REPO": "obaidullahmiakhil2/ich-phase2-models",
  "SAVE_EMBEDDINGS_TO_BUNDLE": false
}