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