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5004614
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commit files to HF hub

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Files changed (4) hide show
  1. config.json +226 -0
  2. eval_results.txt +6 -0
  3. pytorch_model.bin +3 -0
  4. training_args.bin +3 -0
config.json ADDED
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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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+ "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": "apple",
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+ "1": "aquarium_fish",
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+ "2": "baby",
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+ "3": "bear",
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+ "4": "beaver",
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+ "5": "bed",
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+ "6": "bee",
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+ "7": "beetle",
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+ "8": "bicycle",
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+ "9": "bottle",
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+ "10": "bowl",
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+ "11": "boy",
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+ "12": "bridge",
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+ "13": "bus",
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+ "14": "butterfly",
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+ "15": "camel",
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+ "16": "can",
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+ "17": "castle",
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+ "18": "caterpillar",
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+ "19": "cattle",
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+ "20": "chair",
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+ "21": "chimpanzee",
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+ "22": "clock",
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+ "23": "cloud",
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+ "24": "cockroach",
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+ "25": "couch",
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+ "26": "cra",
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+ "27": "crocodile",
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+ "28": "cup",
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+ "29": "dinosaur",
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+ "30": "dolphin",
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+ "31": "elephant",
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+ "32": "flatfish",
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+ "33": "forest",
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+ "34": "fox",
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+ "35": "girl",
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+ "36": "hamster",
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+ "37": "house",
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+ "38": "kangaroo",
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+ "39": "keyboard",
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+ "40": "lamp",
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+ "41": "lawn_mower",
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+ "42": "leopard",
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+ "43": "lion",
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+ "44": "lizard",
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+ "45": "lobster",
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+ "46": "man",
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+ "47": "maple_tree",
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+ "48": "motorcycle",
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+ "49": "mountain",
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+ "50": "mouse",
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+ "51": "mushroom",
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+ "52": "oak_tree",
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+ "53": "orange",
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+ "54": "orchid",
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+ "55": "otter",
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+ "56": "palm_tree",
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+ "57": "pear",
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+ "58": "pickup_truck",
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+ "59": "pine_tree",
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+ "60": "plain",
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+ "61": "plate",
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+ "62": "poppy",
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+ "63": "porcupine",
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+ "64": "possum",
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+ "65": "rabbit",
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+ "66": "raccoon",
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+ "67": "ray",
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+ "68": "road",
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+ "69": "rocket",
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+ "70": "rose",
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+ "71": "sea",
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+ "72": "seal",
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+ "73": "shark",
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+ "74": "shrew",
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+ "75": "skunk",
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+ "76": "skyscraper",
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+ "77": "snail",
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+ "78": "snake",
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+ "79": "spider",
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+ "80": "squirrel",
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+ "81": "streetcar",
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+ "82": "sunflower",
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+ "83": "sweet_pepper",
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+ "84": "table",
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+ "85": "tank",
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+ "86": "telephone",
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+ "87": "television",
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+ "88": "tiger",
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+ "89": "tractor",
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+ "90": "train",
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+ "91": "trout",
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+ "92": "tulip",
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+ "93": "turtle",
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+ "94": "wardrobe",
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+ "95": "whale",
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+ "96": "willow_tree",
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+ "97": "wolf",
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+ "98": "woman",
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+ "99": "worm"
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+ },
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+ "image_size": 224,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "apple": 0,
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+ "aquarium_fish": 1,
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+ "baby": 2,
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+ "bear": 3,
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+ "beaver": 4,
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+ "bed": 5,
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+ "bee": 6,
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+ "beetle": 7,
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+ "bicycle": 8,
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+ "bottle": 9,
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+ "bowl": 10,
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+ "boy": 11,
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+ "bridge": 12,
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+ "bus": 13,
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+ "butterfly": 14,
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+ "camel": 15,
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+ "can": 16,
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+ "castle": 17,
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+ "caterpillar": 18,
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+ "cattle": 19,
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+ "chair": 20,
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+ "chimpanzee": 21,
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+ "clock": 22,
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+ "cloud": 23,
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+ "cockroach": 24,
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+ "couch": 25,
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+ "cra": 26,
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+ "crocodile": 27,
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+ "cup": 28,
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+ "dinosaur": 29,
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+ "dolphin": 30,
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+ "elephant": 31,
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+ "flatfish": 32,
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+ "forest": 33,
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+ "fox": 34,
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+ "girl": 35,
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+ "hamster": 36,
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+ "house": 37,
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+ "kangaroo": 38,
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+ "keyboard": 39,
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+ "lamp": 40,
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+ "lawn_mower": 41,
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+ "leopard": 42,
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+ "lion": 43,
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+ "lizard": 44,
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+ "lobster": 45,
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+ "man": 46,
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+ "maple_tree": 47,
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+ "motorcycle": 48,
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+ "mountain": 49,
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+ "mouse": 50,
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+ "mushroom": 51,
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+ "oak_tree": 52,
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+ "orange": 53,
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+ "orchid": 54,
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+ "otter": 55,
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+ "palm_tree": 56,
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+ "pear": 57,
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+ "pickup_truck": 58,
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+ "pine_tree": 59,
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+ "plain": 60,
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+ "plate": 61,
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+ "poppy": 62,
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+ "porcupine": 63,
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+ "possum": 64,
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+ "rabbit": 65,
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+ "raccoon": 66,
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+ "ray": 67,
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+ "road": 68,
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+ "rocket": 69,
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+ "rose": 70,
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+ "sea": 71,
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+ "seal": 72,
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+ "shark": 73,
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+ "shrew": 74,
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+ "skunk": 75,
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+ "skyscraper": 76,
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+ "snail": 77,
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+ "snake": 78,
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+ "spider": 79,
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+ "squirrel": 80,
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+ "streetcar": 81,
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+ "sunflower": 82,
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+ "sweet_pepper": 83,
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+ "table": 84,
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+ "tank": 85,
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+ "telephone": 86,
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+ "television": 87,
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+ "tiger": 88,
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+ "tractor": 89,
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+ "train": 90,
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+ "trout": 91,
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+ "tulip": 92,
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+ "turtle": 93,
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+ "wardrobe": 94,
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+ "whale": 95,
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+ "willow_tree": 96,
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+ "wolf": 97,
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+ "woman": 98,
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+ "worm": 99
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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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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.12.3"
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+ }
eval_results.txt ADDED
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+ epoch = 5.0
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+ eval_accuracy = 0.9148
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+ eval_loss = 0.38199177384376526
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+ eval_runtime = 200.9642
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+ eval_samples_per_second = 49.76
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+ eval_steps_per_second = 0.781
pytorch_model.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 343581297
training_args.bin ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 2799