Efficient-MaxViT / config.json
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Update config.json
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{
"model_checkpoint" : "SJChaudhuri/Efficient-MaxViT",
"num_layers": 12,
"hidden_size": 768,
"num_heads": 12,
"mlp_dim": 3072,
"num_classes": 5,
"input_image_size": [
224,
224
],
"patch_size": 16,
"vocab_size": 30000,
"embedding_dropout": 0.1,
"attention_dropout": 0.1,
"dropout": 0.1,
"num_epochs": 50,
"batch_size": 32,
"learning_rate": 0.001,
"optimizer": "AdamW",
"class_mapping": {
"RG-0": "a_noDR",
"RG-1": "b_mildDR",
"RG-2": "c_moderateDR",
"RG-3": "d_severeDR",
"RG-4": "e_proDR"
}
}