{ | |
"_name_or_path": "microsoft/swinv2-large-patch4-window12to16-192to256-22kto1k-ft", | |
"architectures": [ | |
"Swinv2ForImageClassification" | |
], | |
"attention_probs_dropout_prob": 0.0, | |
"depths": [ | |
2, | |
2, | |
18, | |
2 | |
], | |
"drop_path_rate": 0.1, | |
"embed_dim": 192, | |
"encoder_stride": 32, | |
"hidden_act": "gelu", | |
"hidden_dropout_prob": 0.0, | |
"hidden_size": 1536, | |
"id2label": { | |
"0": "Lung-Benign_Tissue", | |
"1": "Lung_Adenocarcinoma", | |
"2": "Lung_Squamous_Cell_Carcinoma" | |
}, | |
"image_size": 256, | |
"initializer_range": 0.02, | |
"label2id": { | |
"Lung-Benign_Tissue": 0, | |
"Lung_Adenocarcinoma": 1, | |
"Lung_Squamous_Cell_Carcinoma": 2 | |
}, | |
"layer_norm_eps": 1e-05, | |
"mlp_ratio": 4.0, | |
"model_type": "swinv2", | |
"num_channels": 3, | |
"num_heads": [ | |
6, | |
12, | |
24, | |
48 | |
], | |
"num_layers": 4, | |
"patch_size": 4, | |
"path_norm": true, | |
"pretrained_window_sizes": [ | |
0, | |
0, | |
0, | |
0 | |
], | |
"problem_type": "single_label_classification", | |
"qkv_bias": true, | |
"torch_dtype": "float32", | |
"transformers_version": "4.32.0", | |
"use_absolute_embeddings": false, | |
"window_size": 16 | |
} | |