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vit-Diatome

Image Classification
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sgonzalezsilot commited on
Commit
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1 Parent(s): 25e66b0

Training in progress, step 100

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Files changed (7) hide show
  1. .gitignore +1 -0
  2. config.json +116 -0
  3. preprocessor_config.json +22 -0
  4. pytorch_model.bin +3 -0
  5. runs/Mar19_10-40-16_f55c25c5f114/1679222422.2352905/events.out.tfevents.1679222422.f55c25c5f114.1700.7 +3 -0
  6. runs/Mar19_10-40-16_f55c25c5f114/events.out.tfevents.1679222422.f55c25c5f114.1700.6 +3 -0
  7. training_args.bin +3 -0
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+ {
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+ "_name_or_path": "google/vit-base-patch16-224-in21k",
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+ "architectures": [
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+ "ViTForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "encoder_stride": 16,
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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": {
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+ "0": "Achnanthidium",
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+ "1": "Aulacoseira",
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+ "10": "Stephanodiscus",
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+ "11": "Pinnularia",
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+ "12": "Nitzschia",
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+ "13": "Chamaepinnularia",
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+ "14": "Surirella",
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+ "15": "Tabellaria",
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+ "16": "Stauroneis",
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+ "17": "Cavinula",
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+ "18": "Neidiopsis",
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+ "19": "Hantzschia",
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+ "2": "Cocconeis",
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+ "20": "Navicula",
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+ "21": "Sellaphora",
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+ "22": "Craticula",
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+ "23": "Adlafia",
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+ "24": "Stenopterobia",
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+ "25": "Mayamaea",
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+ "26": "Gomphonema",
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+ "27": "Caloneis",
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+ "28": "Neidium",
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+ "29": "Staurosirella",
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+ "3": "Brachysira",
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+ "30": "Rossithidium",
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+ "31": "Staurosira",
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+ "32": "Luticola",
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+ "33": "Diadesmis",
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+ "34": "Amphora",
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+ "35": "Geissleria",
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+ "36": "Encyonema",
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+ "37": "Stauroforma",
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+ "38": "Frustulia",
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+ "39": "Eunotia",
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+ "4": "Eolimna",
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+ "40": "Cymbopleura",
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+ "41": "Psammothidium",
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+ "42": "Pseudostaurosira",
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+ "43": "Planothidium",
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+ "5": "Cyclotella",
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+ "6": "Diatoma",
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+ "7": "Meridion",
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+ "8": "Fragilaria",
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+ "9": "Encyonopsis"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "Achnanthidium": "0",
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+ "Adlafia": "23",
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+ "Aulacoseira": "1",
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+ "Brachysira": "3",
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+ "Caloneis": "27",
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+ "Cavinula": "17",
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+ "Chamaepinnularia": "13",
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+ "Cocconeis": "2",
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+ "Craticula": "22",
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+ "Cyclotella": "5",
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+ "Cymbopleura": "40",
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+ "Diadesmis": "33",
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+ "Diatoma": "6",
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+ "Encyonema": "36",
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+ "Encyonopsis": "9",
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+ "Eolimna": "4",
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+ "Eunotia": "39",
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+ "Fragilaria": "8",
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+ "Frustulia": "38",
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+ "Geissleria": "35",
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+ "Gomphonema": "26",
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+ "Luticola": "32",
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+ "Mayamaea": "25",
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+ "Meridion": "7",
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+ "Navicula": "20",
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+ "Neidiopsis": "18",
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+ "Neidium": "28",
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+ "Nitzschia": "12",
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+ "Pinnularia": "11",
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+ "Planothidium": "43",
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+ "Psammothidium": "41",
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+ "Pseudostaurosira": "42",
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+ "Rossithidium": "30",
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+ "Sellaphora": "21",
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+ "Stauroforma": "37",
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+ "Stauroneis": "16",
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+ "Staurosira": "31",
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+ "Staurosirella": "29",
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+ "Stenopterobia": "24",
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+ "Stephanodiscus": "10",
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+ "Surirella": "14",
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+ "Tabellaria": "15"
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "model_type": "vit",
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+ "num_attention_heads": 12,
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+ "num_channels": 3,
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+ "num_hidden_layers": 12,
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+ "patch_size": 16,
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+ "problem_type": "single_label_classification",
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.27.1"
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+ }
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