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{
"_name_or_path": "microsoft/resnet-50",
"architectures": [
"ResNetForImageClassification"
],
"depths": [
3,
4,
6,
3
],
"downsample_in_bottleneck": false,
"downsample_in_first_stage": false,
"embedding_size": 64,
"hidden_act": "relu",
"hidden_sizes": [
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512,
1024,
2048
],
"id2label": {
"0": "Disturbed Galaxies",
"1": "Merging Galaxies",
"2": "Round Smooth Galaxies",
"3": "In-between Round Smooth Galaxies",
"4": "Cigar Shaped Smooth Galaxies",
"5": "Barred Spiral Galaxies",
"6": "Unbarred Tight Spiral Galaxies",
"7": "Unbarred Loose Spiral Galaxies",
"8": "Edge-on Galaxies without Bulge",
"9": "Edge-on Galaxies with Bulge"
},
"label2id": {
"Barred Spiral Galaxies": 5,
"Cigar Shaped Smooth Galaxies": 4,
"Disturbed Galaxies": 0,
"Edge-on Galaxies with Bulge": 9,
"Edge-on Galaxies without Bulge": 8,
"In-between Round Smooth Galaxies": 3,
"Merging Galaxies": 1,
"Round Smooth Galaxies": 2,
"Unbarred Loose Spiral Galaxies": 7,
"Unbarred Tight Spiral Galaxies": 6
},
"layer_type": "bottleneck",
"model_type": "resnet",
"num_channels": 3,
"out_features": [
"stage4"
],
"out_indices": [
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],
"problem_type": "single_label_classification",
"stage_names": [
"stem",
"stage1",
"stage2",
"stage3",
"stage4"
],
"torch_dtype": "float32",
"transformers_version": "4.41.2"
}
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