doodle-dash

README.md

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+---
+license: other
+base_model: apple/mobilevit-small
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: results
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# results
+
+This model is a fine-tuned version of [apple/mobilevit-small](https://huggingface.co/apple/mobilevit-small) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.3757
+- Accuracy: 0.6597
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 0.0008
+- train_batch_size: 256
+- eval_batch_size: 256
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 5
+- mixed_precision_training: Native AMP
+
+### Training results
+
+
+
+### Framework versions
+
+- Transformers 4.38.2
+- Pytorch 2.2.1+cu121
+- Datasets 2.18.0
+- Tokenizers 0.15.2

all_results.json

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+{
+    "epoch": 5.0,
+    "eval_accuracy": 0.6597333333333333,
+    "eval_loss": 1.3756999969482422,
+    "eval_runtime": 16.2859,
+    "eval_samples_per_second": 460.521,
+    "eval_steps_per_second": 1.842,
+    "total_flos": 8.55731423232e+16,
+    "train_loss": 1.5635583357377485,
+    "train_runtime": 1391.129,
+    "train_samples_per_second": 485.217,
+    "train_steps_per_second": 1.898
+}

config.json

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+{
+  "_name_or_path": "apple/mobilevit-small",
+  "architectures": [
+    "MobileViTForImageClassification"
+  ],
+  "aspp_dropout_prob": 0.1,
+  "aspp_out_channels": 256,
+  "atrous_rates": [
+    6,
+    12,
+    18
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "classifier_dropout_prob": 0.1,
+  "conv_kernel_size": 3,
+  "expand_ratio": 4.0,
+  "hidden_act": "silu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_sizes": [
+    144,
+    192,
+    240
+  ],
+  "id2label": {
+    "0": "aircraft carrier",
+    "1": "airplane",
+    "10": "asparagus",
+    "100": "dumbbell",
+    "101": "ear",
+    "102": "elbow",
+    "103": "elephant",
+    "104": "envelope",
+    "105": "eraser",
+    "106": "eye",
+    "107": "eyeglasses",
+    "108": "face",
+    "109": "fan",
+    "11": "axe",
+    "110": "feather",
+    "111": "fence",
+    "112": "finger",
+    "113": "fire hydrant",
+    "114": "fireplace",
+    "115": "firetruck",
+    "116": "fish",
+    "117": "flamingo",
+    "118": "flashlight",
+    "119": "flip flops",
+    "12": "backpack",
+    "120": "floor lamp",
+    "121": "flower",
+    "122": "flying saucer",
+    "123": "foot",
+    "124": "fork",
+    "125": "frog",
+    "126": "frying pan",
+    "127": "garden hose",
+    "128": "garden",
+    "129": "giraffe",
+    "13": "banana",
+    "130": "goatee",
+    "131": "golf club",
+    "132": "grapes",
+    "133": "grass",
+    "134": "guitar",
+    "135": "hamburger",
+    "136": "hammer",
+    "137": "hand",
+    "138": "harp",
+    "139": "hat",
+    "14": "bandage",
+    "140": "headphones",
+    "141": "hedgehog",
+    "142": "helicopter",
+    "143": "helmet",
+    "144": "hexagon",
+    "145": "hockey puck",
+    "146": "hockey stick",
+    "147": "horse",
+    "148": "hospital",
+    "149": "hot air balloon",
+    "15": "barn",
+    "150": "hot dog",
+    "151": "hot tub",
+    "152": "hourglass",
+    "153": "house plant",
+    "154": "house",
+    "155": "hurricane",
+    "156": "ice cream",
+    "157": "jacket",
+    "158": "jail",
+    "159": "kangaroo",
+    "16": "baseball bat",
+    "160": "key",
+    "161": "keyboard",
+    "162": "knee",
+    "163": "knife",
+    "164": "ladder",
+    "165": "lantern",
+    "166": "laptop",
+    "167": "leaf",
+    "168": "leg",
+    "169": "light bulb",
+    "17": "baseball",
+    "170": "lighter",
+    "171": "lighthouse",
+    "172": "lightning",
+    "173": "line",
+    "174": "lion",
+    "175": "lipstick",
+    "176": "lobster",
+    "177": "lollipop",
+    "178": "mailbox",
+    "179": "map",
+    "18": "basket",
+    "180": "marker",
+    "181": "matches",
+    "182": "megaphone",
+    "183": "mermaid",
+    "184": "microphone",
+    "185": "microwave",
+    "186": "monkey",
+    "187": "moon",
+    "188": "mosquito",
+    "189": "motorbike",
+    "19": "basketball",
+    "190": "mountain",
+    "191": "mouse",
+    "192": "moustache",
+    "193": "mouth",
+    "194": "mug",
+    "195": "mushroom",
+    "196": "nail",
+    "197": "necklace",
+    "198": "nose",
+    "199": "ocean",
+    "2": "alarm clock",
+    "20": "bat",
+    "200": "octagon",
+    "201": "octopus",
+    "202": "onion",
+    "203": "oven",
+    "204": "owl",
+    "205": "paint can",
+    "206": "paintbrush",
+    "207": "palm tree",
+    "208": "panda",
+    "209": "pants",
+    "21": "bathtub",
+    "210": "paper clip",
+    "211": "parachute",
+    "212": "parrot",
+    "213": "passport",
+    "214": "peanut",
+    "215": "pear",
+    "216": "peas",
+    "217": "pencil",
+    "218": "penguin",
+    "219": "piano",
+    "22": "beach",
+    "220": "pickup truck",
+    "221": "picture frame",
+    "222": "pig",
+    "223": "pillow",
+    "224": "pineapple",
+    "225": "pizza",
+    "226": "pliers",
+    "227": "police car",
+    "228": "pond",
+    "229": "pool",
+    "23": "bear",
+    "230": "popsicle",
+    "231": "postcard",
+    "232": "potato",
+    "233": "power outlet",
+    "234": "purse",
+    "235": "rabbit",
+    "236": "raccoon",
+    "237": "radio",
+    "238": "rain",
+    "239": "rainbow",
+    "24": "beard",
+    "240": "rake",
+    "241": "remote control",
+    "242": "rhinoceros",
+    "243": "rifle",
+    "244": "river",
+    "245": "roller coaster",
+    "246": "rollerskates",
+    "247": "sailboat",
+    "248": "sandwich",
+    "249": "saw",
+    "25": "bed",
+    "250": "saxophone",
+    "251": "school bus",
+    "252": "scissors",
+    "253": "scorpion",
+    "254": "screwdriver",
+    "255": "sea turtle",
+    "256": "see saw",
+    "257": "shark",
+    "258": "sheep",
+    "259": "shoe",
+    "26": "bee",
+    "260": "shorts",
+    "261": "shovel",
+    "262": "sink",
+    "263": "skateboard",
+    "264": "skull",
+    "265": "skyscraper",
+    "266": "sleeping bag",
+    "267": "smiley face",
+    "268": "snail",
+    "269": "snake",
+    "27": "belt",
+    "270": "snorkel",
+    "271": "snowflake",
+    "272": "snowman",
+    "273": "soccer ball",
+    "274": "sock",
+    "275": "speedboat",
+    "276": "spider",
+    "277": "spoon",
+    "278": "spreadsheet",
+    "279": "square",
+    "28": "bench",
+    "280": "squiggle",
+    "281": "squirrel",
+    "282": "stairs",
+    "283": "star",
+    "284": "steak",
+    "285": "stereo",
+    "286": "stethoscope",
+    "287": "stitches",
+    "288": "stop sign",
+    "289": "stove",
+    "29": "bicycle",
+    "290": "strawberry",
+    "291": "streetlight",
+    "292": "string bean",
+    "293": "submarine",
+    "294": "suitcase",
+    "295": "sun",
+    "296": "swan",
+    "297": "sweater",
+    "298": "swing set",
+    "299": "sword",
+    "3": "ambulance",
+    "30": "binoculars",
+    "300": "syringe",
+    "301": "t-shirt",
+    "302": "table",
+    "303": "teapot",
+    "304": "teddy-bear",
+    "305": "telephone",
+    "306": "television",
+    "307": "tennis racquet",
+    "308": "tent",
+    "309": "The Eiffel Tower",
+    "31": "bird",
+    "310": "The Great Wall of China",
+    "311": "The Mona Lisa",
+    "312": "tiger",
+    "313": "toaster",
+    "314": "toe",
+    "315": "toilet",
+    "316": "tooth",
+    "317": "toothbrush",
+    "318": "toothpaste",
+    "319": "tornado",
+    "32": "birthday cake",
+    "320": "tractor",
+    "321": "traffic light",
+    "322": "train",
+    "323": "tree",
+    "324": "triangle",
+    "325": "trombone",
+    "326": "truck",
+    "327": "trumpet",
+    "328": "umbrella",
+    "329": "underwear",
+    "33": "blackberry",
+    "330": "van",
+    "331": "vase",
+    "332": "violin",
+    "333": "washing machine",
+    "334": "watermelon",
+    "335": "waterslide",
+    "336": "whale",
+    "337": "wheel",
+    "338": "windmill",
+    "339": "wine bottle",
+    "34": "blueberry",
+    "340": "wine glass",
+    "341": "wristwatch",
+    "342": "yoga",
+    "343": "zebra",
+    "344": "zigzag",
+    "35": "book",
+    "36": "boomerang",
+    "37": "bottlecap",
+    "38": "bowtie",
+    "39": "bracelet",
+    "4": "angel",
+    "40": "brain",
+    "41": "bread",
+    "42": "bridge",
+    "43": "broccoli",
+    "44": "broom",
+    "45": "bucket",
+    "46": "bulldozer",
+    "47": "bus",
+    "48": "bush",
+    "49": "butterfly",
+    "5": "animal migration",
+    "50": "cactus",
+    "51": "cake",
+    "52": "calculator",
+    "53": "calendar",
+    "54": "camel",
+    "55": "camera",
+    "56": "camouflage",
+    "57": "campfire",
+    "58": "candle",
+    "59": "cannon",
+    "6": "ant",
+    "60": "canoe",
+    "61": "car",
+    "62": "carrot",
+    "63": "castle",
+    "64": "cat",
+    "65": "ceiling fan",
+    "66": "cell phone",
+    "67": "cello",
+    "68": "chair",
+    "69": "chandelier",
+    "7": "anvil",
+    "70": "church",
+    "71": "circle",
+    "72": "clarinet",
+    "73": "clock",
+    "74": "cloud",
+    "75": "coffee cup",
+    "76": "compass",
+    "77": "computer",
+    "78": "cookie",
+    "79": "cooler",
+    "8": "apple",
+    "80": "couch",
+    "81": "cow",
+    "82": "crab",
+    "83": "crayon",
+    "84": "crocodile",
+    "85": "crown",
+    "86": "cruise ship",
+    "87": "cup",
+    "88": "diamond",
+    "89": "dishwasher",
+    "9": "arm",
+    "90": "diving board",
+    "91": "dog",
+    "92": "dolphin",
+    "93": "donut",
+    "94": "door",
+    "95": "dragon",
+    "96": "dresser",
+    "97": "drill",
+    "98": "drums",
+    "99": "duck"
+  },
+  "image_size": 64,
+  "initializer_range": 0.02,
+  "label2id": {
+    "The Eiffel Tower": "309",
+    "The Great Wall of China": "310",
+    "The Mona Lisa": "311",
+    "aircraft carrier": "0",
+    "airplane": "1",
+    "alarm clock": "2",
+    "ambulance": "3",
+    "angel": "4",
+    "animal migration": "5",
+    "ant": "6",
+    "anvil": "7",
+    "apple": "8",
+    "arm": "9",
+    "asparagus": "10",
+    "axe": "11",
+    "backpack": "12",
+    "banana": "13",
+    "bandage": "14",
+    "barn": "15",
+    "baseball": "17",
+    "baseball bat": "16",
+    "basket": "18",
+    "basketball": "19",
+    "bat": "20",
+    "bathtub": "21",
+    "beach": "22",
+    "bear": "23",
+    "beard": "24",
+    "bed": "25",
+    "bee": "26",
+    "belt": "27",
+    "bench": "28",
+    "bicycle": "29",
+    "binoculars": "30",
+    "bird": "31",
+    "birthday cake": "32",
+    "blackberry": "33",
+    "blueberry": "34",
+    "book": "35",
+    "boomerang": "36",
+    "bottlecap": "37",
+    "bowtie": "38",
+    "bracelet": "39",
+    "brain": "40",
+    "bread": "41",
+    "bridge": "42",
+    "broccoli": "43",
+    "broom": "44",
+    "bucket": "45",
+    "bulldozer": "46",
+    "bus": "47",
+    "bush": "48",
+    "butterfly": "49",
+    "cactus": "50",
+    "cake": "51",
+    "calculator": "52",
+    "calendar": "53",
+    "camel": "54",
+    "camera": "55",
+    "camouflage": "56",
+    "campfire": "57",
+    "candle": "58",
+    "cannon": "59",
+    "canoe": "60",
+    "car": "61",
+    "carrot": "62",
+    "castle": "63",
+    "cat": "64",
+    "ceiling fan": "65",
+    "cell phone": "66",
+    "cello": "67",
+    "chair": "68",
+    "chandelier": "69",
+    "church": "70",
+    "circle": "71",
+    "clarinet": "72",
+    "clock": "73",
+    "cloud": "74",
+    "coffee cup": "75",
+    "compass": "76",
+    "computer": "77",
+    "cookie": "78",
+    "cooler": "79",
+    "couch": "80",
+    "cow": "81",
+    "crab": "82",
+    "crayon": "83",
+    "crocodile": "84",
+    "crown": "85",
+    "cruise ship": "86",
+    "cup": "87",
+    "diamond": "88",
+    "dishwasher": "89",
+    "diving board": "90",
+    "dog": "91",
+    "dolphin": "92",
+    "donut": "93",
+    "door": "94",
+    "dragon": "95",
+    "dresser": "96",
+    "drill": "97",
+    "drums": "98",
+    "duck": "99",
+    "dumbbell": "100",
+    "ear": "101",
+    "elbow": "102",
+    "elephant": "103",
+    "envelope": "104",
+    "eraser": "105",
+    "eye": "106",
+    "eyeglasses": "107",
+    "face": "108",
+    "fan": "109",
+    "feather": "110",
+    "fence": "111",
+    "finger": "112",
+    "fire hydrant": "113",
+    "fireplace": "114",
+    "firetruck": "115",
+    "fish": "116",
+    "flamingo": "117",
+    "flashlight": "118",
+    "flip flops": "119",
+    "floor lamp": "120",
+    "flower": "121",
+    "flying saucer": "122",
+    "foot": "123",
+    "fork": "124",
+    "frog": "125",
+    "frying pan": "126",
+    "garden": "128",
+    "garden hose": "127",
+    "giraffe": "129",
+    "goatee": "130",
+    "golf club": "131",
+    "grapes": "132",
+    "grass": "133",
+    "guitar": "134",
+    "hamburger": "135",
+    "hammer": "136",
+    "hand": "137",
+    "harp": "138",
+    "hat": "139",
+    "headphones": "140",
+    "hedgehog": "141",
+    "helicopter": "142",
+    "helmet": "143",
+    "hexagon": "144",
+    "hockey puck": "145",
+    "hockey stick": "146",
+    "horse": "147",
+    "hospital": "148",
+    "hot air balloon": "149",
+    "hot dog": "150",
+    "hot tub": "151",
+    "hourglass": "152",
+    "house": "154",
+    "house plant": "153",
+    "hurricane": "155",
+    "ice cream": "156",
+    "jacket": "157",
+    "jail": "158",
+    "kangaroo": "159",
+    "key": "160",
+    "keyboard": "161",
+    "knee": "162",
+    "knife": "163",
+    "ladder": "164",
+    "lantern": "165",
+    "laptop": "166",
+    "leaf": "167",
+    "leg": "168",
+    "light bulb": "169",
+    "lighter": "170",
+    "lighthouse": "171",
+    "lightning": "172",
+    "line": "173",
+    "lion": "174",
+    "lipstick": "175",
+    "lobster": "176",
+    "lollipop": "177",
+    "mailbox": "178",
+    "map": "179",
+    "marker": "180",
+    "matches": "181",
+    "megaphone": "182",
+    "mermaid": "183",
+    "microphone": "184",
+    "microwave": "185",
+    "monkey": "186",
+    "moon": "187",
+    "mosquito": "188",
+    "motorbike": "189",
+    "mountain": "190",
+    "mouse": "191",
+    "moustache": "192",
+    "mouth": "193",
+    "mug": "194",
+    "mushroom": "195",
+    "nail": "196",
+    "necklace": "197",
+    "nose": "198",
+    "ocean": "199",
+    "octagon": "200",
+    "octopus": "201",
+    "onion": "202",
+    "oven": "203",
+    "owl": "204",
+    "paint can": "205",
+    "paintbrush": "206",
+    "palm tree": "207",
+    "panda": "208",
+    "pants": "209",
+    "paper clip": "210",
+    "parachute": "211",
+    "parrot": "212",
+    "passport": "213",
+    "peanut": "214",
+    "pear": "215",
+    "peas": "216",
+    "pencil": "217",
+    "penguin": "218",
+    "piano": "219",
+    "pickup truck": "220",
+    "picture frame": "221",
+    "pig": "222",
+    "pillow": "223",
+    "pineapple": "224",
+    "pizza": "225",
+    "pliers": "226",
+    "police car": "227",
+    "pond": "228",
+    "pool": "229",
+    "popsicle": "230",
+    "postcard": "231",
+    "potato": "232",
+    "power outlet": "233",
+    "purse": "234",
+    "rabbit": "235",
+    "raccoon": "236",
+    "radio": "237",
+    "rain": "238",
+    "rainbow": "239",
+    "rake": "240",
+    "remote control": "241",
+    "rhinoceros": "242",
+    "rifle": "243",
+    "river": "244",
+    "roller coaster": "245",
+    "rollerskates": "246",
+    "sailboat": "247",
+    "sandwich": "248",
+    "saw": "249",
+    "saxophone": "250",
+    "school bus": "251",
+    "scissors": "252",
+    "scorpion": "253",
+    "screwdriver": "254",
+    "sea turtle": "255",
+    "see saw": "256",
+    "shark": "257",
+    "sheep": "258",
+    "shoe": "259",
+    "shorts": "260",
+    "shovel": "261",
+    "sink": "262",
+    "skateboard": "263",
+    "skull": "264",
+    "skyscraper": "265",
+    "sleeping bag": "266",
+    "smiley face": "267",
+    "snail": "268",
+    "snake": "269",
+    "snorkel": "270",
+    "snowflake": "271",
+    "snowman": "272",
+    "soccer ball": "273",
+    "sock": "274",
+    "speedboat": "275",
+    "spider": "276",
+    "spoon": "277",
+    "spreadsheet": "278",
+    "square": "279",
+    "squiggle": "280",
+    "squirrel": "281",
+    "stairs": "282",
+    "star": "283",
+    "steak": "284",
+    "stereo": "285",
+    "stethoscope": "286",
+    "stitches": "287",
+    "stop sign": "288",
+    "stove": "289",
+    "strawberry": "290",
+    "streetlight": "291",
+    "string bean": "292",
+    "submarine": "293",
+    "suitcase": "294",
+    "sun": "295",
+    "swan": "296",
+    "sweater": "297",
+    "swing set": "298",
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