|
{ |
|
"_name_or_path": "microsoft/beit-base-patch16-224", |
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"add_fpn": false, |
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"architectures": [ |
|
"BeitForImageClassification" |
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], |
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"attention_probs_dropout_prob": 0.0, |
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"auxiliary_channels": 256, |
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"auxiliary_concat_input": false, |
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"auxiliary_loss_weight": 0.4, |
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"auxiliary_num_convs": 1, |
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"drop_path_rate": 0.1, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.0, |
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"hidden_size": 768, |
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"id2label": { |
|
"0": "Expressionism", |
|
"1": "Expressionism,Abstractionism", |
|
"2": "Social Realism,Muralism", |
|
"3": "Impressionism", |
|
"4": "Surrealism,Impressionism", |
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"5": "Surrealism", |
|
"6": "Realism,Impressionism", |
|
"7": "Byzantine Art", |
|
"8": "Post-Impressionism", |
|
"9": "Symbolism,Art Nouveau", |
|
"10": "Northern Renaissance", |
|
"11": "Suprematism", |
|
"12": "Symbolism", |
|
"13": "Cubism", |
|
"14": "Baroque", |
|
"15": "Romanticism", |
|
"16": "Primitivism,Surrealism", |
|
"17": "Mannerism", |
|
"18": "Primitivism", |
|
"19": "Proto Renaissance", |
|
"20": "Early Renaissance", |
|
"21": "High Renaissance", |
|
"22": "Impressionism,Post-Impressionism", |
|
"23": "High Renaissance,Mannerism", |
|
"24": "Realism", |
|
"25": "Symbolism,Expressionism", |
|
"26": "Expressionism,Abstractionism,Surrealism", |
|
"27": "Neoplasticism", |
|
"28": "Pop Art", |
|
"29": "Symbolism,Post-Impressionism", |
|
"30": "Abstract Expressionism" |
|
}, |
|
"image_size": 224, |
|
"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"Abstract Expressionism": 30, |
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"Baroque": 14, |
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"Byzantine Art": 7, |
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"Cubism": 13, |
|
"Early Renaissance": 20, |
|
"Expressionism": 0, |
|
"Expressionism,Abstractionism": 1, |
|
"Expressionism,Abstractionism,Surrealism": 26, |
|
"High Renaissance": 21, |
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"High Renaissance,Mannerism": 23, |
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"Impressionism": 3, |
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"Impressionism,Post-Impressionism": 22, |
|
"Mannerism": 17, |
|
"Neoplasticism": 27, |
|
"Northern Renaissance": 10, |
|
"Pop Art": 28, |
|
"Post-Impressionism": 8, |
|
"Primitivism": 18, |
|
"Primitivism,Surrealism": 16, |
|
"Proto Renaissance": 19, |
|
"Realism": 24, |
|
"Realism,Impressionism": 6, |
|
"Romanticism": 15, |
|
"Social Realism,Muralism": 2, |
|
"Suprematism": 11, |
|
"Surrealism": 5, |
|
"Surrealism,Impressionism": 4, |
|
"Symbolism": 12, |
|
"Symbolism,Art Nouveau": 9, |
|
"Symbolism,Expressionism": 25, |
|
"Symbolism,Post-Impressionism": 29 |
|
}, |
|
"layer_norm_eps": 1e-12, |
|
"layer_scale_init_value": 0.1, |
|
"model_type": "beit", |
|
"num_attention_heads": 12, |
|
"num_channels": 3, |
|
"num_hidden_layers": 12, |
|
"out_features": [ |
|
"stage12" |
|
], |
|
"out_indices": [ |
|
12 |
|
], |
|
"patch_size": 16, |
|
"pool_scales": [ |
|
1, |
|
2, |
|
3, |
|
6 |
|
], |
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"problem_type": "single_label_classification", |
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"reshape_hidden_states": true, |
|
"semantic_loss_ignore_index": 255, |
|
"stage_names": [ |
|
"stem", |
|
"stage1", |
|
"stage2", |
|
"stage3", |
|
"stage4", |
|
"stage5", |
|
"stage6", |
|
"stage7", |
|
"stage8", |
|
"stage9", |
|
"stage10", |
|
"stage11", |
|
"stage12" |
|
], |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.47.1", |
|
"use_absolute_position_embeddings": false, |
|
"use_auxiliary_head": true, |
|
"use_mask_token": false, |
|
"use_mean_pooling": true, |
|
"use_relative_position_bias": true, |
|
"use_shared_relative_position_bias": false, |
|
"vocab_size": 8192 |
|
} |
|
|