beit-base-name / config.json
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{
"_name_or_path": "microsoft/beit-base-patch16-224",
"add_fpn": false,
"architectures": [
"BeitForImageClassification"
],
"attention_probs_dropout_prob": 0.0,
"auxiliary_channels": 256,
"auxiliary_concat_input": false,
"auxiliary_loss_weight": 0.4,
"auxiliary_num_convs": 1,
"drop_path_rate": 0.1,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.0,
"hidden_size": 768,
"id2label": {
"0": "Amedeo_Modigliani",
"1": "Vasiliy_Kandinskiy",
"2": "Diego_Rivera",
"3": "Claude_Monet",
"4": "Rene_Magritte",
"5": "Salvador_Dali",
"6": "Edouard_Manet",
"7": "Andrei_Rublev",
"8": "Vincent_van_Gogh",
"9": "Gustav_Klimt",
"10": "Hieronymus_Bosch",
"11": "Kazimir_Malevich",
"12": "Mikhail_Vrubel",
"13": "Pablo_Picasso",
"14": "Peter_Paul_Rubens",
"15": "Pierre-Auguste_Renoir",
"16": "Francisco_Goya",
"17": "Frida_Kahlo",
"18": "El_Greco",
"19": "Albrecht_Du\u2560\u00earer",
"20": "Alfred_Sisley",
"21": "Pieter_Bruegel",
"22": "Marc_Chagall",
"23": "Giotto_di_Bondone",
"24": "Sandro_Botticelli",
"25": "Caravaggio",
"26": "Leonardo_da_Vinci",
"27": "Diego_Velazquez",
"28": "Henri_Matisse",
"29": "Jan_van_Eyck",
"30": "Edgar_Degas",
"31": "Rembrandt",
"32": "Titian",
"33": "Henri_de_Toulouse-Lautrec",
"34": "Gustave_Courbet",
"35": "Camille_Pissarro",
"36": "William_Turner",
"37": "Edvard_Munch",
"38": "Paul_Cezanne",
"39": "Eugene_Delacroix",
"40": "Henri_Rousseau",
"41": "Georges_Seurat",
"42": "Paul_Klee",
"43": "Piet_Mondrian",
"44": "Joan_Miro",
"45": "Andy_Warhol",
"46": "Paul_Gauguin",
"47": "Raphael",
"48": "Michelangelo",
"49": "Jackson_Pollock"
},
"image_size": 224,
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Albrecht_Du\u2560\u00earer": 19,
"Alfred_Sisley": 20,
"Amedeo_Modigliani": 0,
"Andrei_Rublev": 7,
"Andy_Warhol": 45,
"Camille_Pissarro": 35,
"Caravaggio": 25,
"Claude_Monet": 3,
"Diego_Rivera": 2,
"Diego_Velazquez": 27,
"Edgar_Degas": 30,
"Edouard_Manet": 6,
"Edvard_Munch": 37,
"El_Greco": 18,
"Eugene_Delacroix": 39,
"Francisco_Goya": 16,
"Frida_Kahlo": 17,
"Georges_Seurat": 41,
"Giotto_di_Bondone": 23,
"Gustav_Klimt": 9,
"Gustave_Courbet": 34,
"Henri_Matisse": 28,
"Henri_Rousseau": 40,
"Henri_de_Toulouse-Lautrec": 33,
"Hieronymus_Bosch": 10,
"Jackson_Pollock": 49,
"Jan_van_Eyck": 29,
"Joan_Miro": 44,
"Kazimir_Malevich": 11,
"Leonardo_da_Vinci": 26,
"Marc_Chagall": 22,
"Michelangelo": 48,
"Mikhail_Vrubel": 12,
"Pablo_Picasso": 13,
"Paul_Cezanne": 38,
"Paul_Gauguin": 46,
"Paul_Klee": 42,
"Peter_Paul_Rubens": 14,
"Pierre-Auguste_Renoir": 15,
"Piet_Mondrian": 43,
"Pieter_Bruegel": 21,
"Raphael": 47,
"Rembrandt": 31,
"Rene_Magritte": 4,
"Salvador_Dali": 5,
"Sandro_Botticelli": 24,
"Titian": 32,
"Vasiliy_Kandinskiy": 1,
"Vincent_van_Gogh": 8,
"William_Turner": 36
},
"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
],
"problem_type": "single_label_classification",
"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": "4.46.2",
"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
}