| { | |
| "_name_or_path": "microsoft/resnet-152", | |
| "architectures": [ | |
| "ResNetForImageClassification" | |
| ], | |
| "depths": [ | |
| 3, | |
| 8, | |
| 36, | |
| 3 | |
| ], | |
| "downsample_in_bottleneck": false, | |
| "downsample_in_first_stage": false, | |
| "embedding_size": 64, | |
| "hidden_act": "relu", | |
| "hidden_sizes": [ | |
| 256, | |
| 512, | |
| 1024, | |
| 2048 | |
| ], | |
| "id2label": { | |
| "0": "left", | |
| "1": "right", | |
| "2": "parietal", | |
| "3": "temporal", | |
| "4": "frontal", | |
| "5": "occipital", | |
| "6": "basal_ganglia", | |
| "7": "necrotic", | |
| "8": "cystic", | |
| "9": "glioblastoma_multiforme", | |
| "10": "astrocytoma", | |
| "11": "glioma", | |
| "12": "metastasis", | |
| "13": "abscess", | |
| "14": "dysembryoplastic_neuroepithelial_tumor" | |
| }, | |
| "label2id": { | |
| "abscess": 13, | |
| "astrocytoma": 10, | |
| "basal_ganglia": 6, | |
| "cystic": 8, | |
| "dysembryoplastic_neuroepithelial_tumor": 14, | |
| "frontal": 4, | |
| "glioblastoma_multiforme": 9, | |
| "glioma": 11, | |
| "left": 0, | |
| "metastasis": 12, | |
| "necrotic": 7, | |
| "occipital": 5, | |
| "parietal": 2, | |
| "right": 1, | |
| "temporal": 3 | |
| }, | |
| "layer_type": "bottleneck", | |
| "model_type": "resnet", | |
| "num_channels": 3, | |
| "out_features": [ | |
| "stage4" | |
| ], | |
| "out_indices": [ | |
| 4 | |
| ], | |
| "problem_type": "multi_label_classification", | |
| "stage_names": [ | |
| "stem", | |
| "stage1", | |
| "stage2", | |
| "stage3", | |
| "stage4" | |
| ], | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.47.0" | |
| } | |