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Boya1_SGD_1e3_20Epoch_Swin-large-224_fold2

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Boya1_SGD_1e3_20Epoch_Swin-large-224_fold2
File size: 1,843 Bytes 
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{
  "_name_or_path": "microsoft/swin-large-patch4-window7-224",
  "architectures": [
    "SwinForImageClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "depths": [
    2,
    2,
    18,
    2
  ],
  "drop_path_rate": 0.1,
  "embed_dim": 192,
  "encoder_stride": 32,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 1536,
  "id2label": {
    "0": "AmorfHead",
    "1": "AsymmetricNeck",
    "10": "RoundHead",
    "11": "ShortTail",
    "12": "TaperedHead",
    "13": "ThickNeck",
    "14": "ThinNeck",
    "15": "TwistedNeck",
    "16": "TwistedTail",
    "17": "VacuolatedHead",
    "2": "CurlyTail",
    "3": "DoubleHead",
    "4": "DoubleTail",
    "5": "LongTail",
    "6": "NarrowAcrosome",
    "7": "Normal",
    "8": "PinHead",
    "9": "PyriformHead"
  },
  "image_size": 224,
  "initializer_range": 0.02,
  "label2id": {
    "AmorfHead": "0",
    "AsymmetricNeck": "1",
    "CurlyTail": "2",
    "DoubleHead": "3",
    "DoubleTail": "4",
    "LongTail": "5",
    "NarrowAcrosome": "6",
    "Normal": "7",
    "PinHead": "8",
    "PyriformHead": "9",
    "RoundHead": "10",
    "ShortTail": "11",
    "TaperedHead": "12",
    "ThickNeck": "13",
    "ThinNeck": "14",
    "TwistedNeck": "15",
    "TwistedTail": "16",
    "VacuolatedHead": "17"
  },
  "layer_norm_eps": 1e-05,
  "mlp_ratio": 4.0,
  "model_type": "swin",
  "num_channels": 3,
  "num_heads": [
    6,
    12,
    24,
    48
  ],
  "num_layers": 4,
  "out_features": [
    "stage4"
  ],
  "out_indices": [
    4
  ],
  "patch_size": 4,
  "path_norm": true,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "stage_names": [
    "stem",
    "stage1",
    "stage2",
    "stage3",
    "stage4"
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.32.1",
  "use_absolute_embeddings": false,
  "window_size": 7
}