{ | |
"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" | |
} | |
} |