bit-50-IDRiD / config.json
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{
"_name_or_path": "google/bit-50",
"architectures": [
"BitForImageClassification"
],
"conv_layer": "std_conv",
"depths": [
3,
4,
6,
3
],
"drop_path_rate": 0.0,
"embedding_dynamic_padding": false,
"embedding_size": 64,
"global_padding": null,
"hidden_act": "relu",
"hidden_sizes": [
256,
512,
1024,
2048
],
"id2label": {
"0": "a_noDR",
"1": "b_mildDR",
"2": "c_moderateDR",
"3": "d_severeDR",
"4": "e_proDR"
},
"label2id": {
"a_noDR": 0,
"b_mildDR": 1,
"c_moderateDR": 2,
"d_severeDR": 3,
"e_proDR": 4
},
"layer_type": "preactivation",
"model_type": "bit",
"num_channels": 3,
"num_groups": 32,
"out_features": [
"stage4"
],
"out_indices": [
4
],
"output_stride": 32,
"problem_type": "single_label_classification",
"stage_names": [
"stem",
"stage1",
"stage2",
"stage3",
"stage4"
],
"torch_dtype": "float32",
"transformers_version": "4.31.0",
"width_factor": 1
}