adding config file
Browse files- config.json +28 -0
config.json
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{
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"model_type": "VisionTransformer",
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"num_layers": 12,
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"hidden_size": 768,
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"num_heads": 12,
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"mlp_dim": 3072,
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"num_classes": 5,
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"input_image_size": [
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224,
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224
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],
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"patch_size": 16,
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"vocab_size": 30000,
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"embedding_dropout": 0.1,
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"attention_dropout": 0.1,
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"dropout": 0.1,
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"num_epochs": 50,
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"batch_size": 32,
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"learning_rate": 0.001,
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"optimizer": "AdamW",
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"class_mapping": {
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"RG-0": "a_noDR",
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"RG-1": "b_mildDR",
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"RG-2": "c_moderateDR",
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"RG-3": "d_severeDR",
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"RG-4": "e_proDR"
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}
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}
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