| { | |
| "architectures": [ | |
| "ResNetForImageClassification" | |
| ], | |
| "depths": [ | |
| 3, | |
| 4, | |
| 6, | |
| 3 | |
| ], | |
| "downsample_in_bottleneck": false, | |
| "downsample_in_first_stage": false, | |
| "embedding_size": 64, | |
| "hidden_act": "relu", | |
| "hidden_sizes": [ | |
| 256, | |
| 512, | |
| 1024, | |
| 2048 | |
| ], | |
| "id2label": { | |
| "0": "Melanoma", | |
| "1": "Melanocytic nevus", | |
| "2": "Basal cell carcinoma", | |
| "3": "Actinic keratosis", | |
| "4": "Benign keratosis", | |
| "5": "Dermatofibroma", | |
| "6": "Vascular lesion", | |
| "7": "Squamous cell carcinoma" | |
| }, | |
| "label2id": { | |
| "Actinic keratosis": "3", | |
| "Basal cell carcinoma": "2", | |
| "Benign keratosis": "4", | |
| "Dermatofibroma": "5", | |
| "Melanocytic nevus": "1", | |
| "Melanoma": "0", | |
| "Squamous cell carcinoma": "7", | |
| "Vascular lesion": "6" | |
| }, | |
| "layer_type": "bottleneck", | |
| "model_type": "resnet", | |
| "num_channels": 3, | |
| "out_features": [ | |
| "stage4" | |
| ], | |
| "out_indices": [ | |
| 4 | |
| ], | |
| "problem_type": "single_label_classification", | |
| "stage_names": [ | |
| "stem", | |
| "stage1", | |
| "stage2", | |
| "stage3", | |
| "stage4" | |
| ], | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.36.2" | |
| } | |