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config.json

@@ -0,0 +1,539 @@
+{
+  "_name_or_path": "microsoft/resnet-34",
+  "architectures": [
+    "ResNetForImageClassification"
+  ],
+  "depths": [
+    3,
+    4,
+    6,
+    3
+  ],
+  "downsample_in_first_stage": false,
+  "embedding_size": 64,
+  "hidden_act": "relu",
+  "hidden_sizes": [
+    64,
+    128,
+    256,
+    512
+  ],
+  "id2label": {
+    "0": "airplane",
+    "1": "alarm clock",
+    "2": "angel",
+    "3": "ant",
+    "4": "apple",
+    "5": "arm",
+    "6": "armchair",
+    "7": "ashtray",
+    "8": "axe",
+    "9": "backpack",
+    "10": "banana",
+    "11": "barn",
+    "12": "baseball bat",
+    "13": "basket",
+    "14": "bathtub",
+    "15": "bear (animal)",
+    "16": "bed",
+    "17": "bee",
+    "18": "beer-mug",
+    "19": "bell",
+    "20": "bench",
+    "21": "bicycle",
+    "22": "binoculars",
+    "23": "blimp",
+    "24": "book",
+    "25": "bookshelf",
+    "26": "boomerang",
+    "27": "bottle opener",
+    "28": "bowl",
+    "29": "brain",
+    "30": "bread",
+    "31": "bridge",
+    "32": "bulldozer",
+    "33": "bus",
+    "34": "bush",
+    "35": "butterfly",
+    "36": "cabinet",
+    "37": "cactus",
+    "38": "cake",
+    "39": "calculator",
+    "40": "camel",
+    "41": "camera",
+    "42": "candle",
+    "43": "cannon",
+    "44": "canoe",
+    "45": "car (sedan)",
+    "46": "carrot",
+    "47": "castle",
+    "48": "cat",
+    "49": "cell phone",
+    "50": "chair",
+    "51": "chandelier",
+    "52": "church",
+    "53": "cigarette",
+    "54": "cloud",
+    "55": "comb",
+    "56": "computer monitor",
+    "57": "computer-mouse",
+    "58": "couch",
+    "59": "cow",
+    "60": "crab",
+    "61": "crane (machine)",
+    "62": "crocodile",
+    "63": "crown",
+    "64": "cup",
+    "65": "diamond",
+    "66": "dog",
+    "67": "dolphin",
+    "68": "donut",
+    "69": "door",
+    "70": "door handle",
+    "71": "dragon",
+    "72": "duck",
+    "73": "ear",
+    "74": "elephant",
+    "75": "envelope",
+    "76": "eye",
+    "77": "eyeglasses",
+    "78": "face",
+    "79": "fan",
+    "80": "feather",
+    "81": "fire hydrant",
+    "82": "fish",
+    "83": "flashlight",
+    "84": "floor lamp",
+    "85": "flower with stem",
+    "86": "flying bird",
+    "87": "flying saucer",
+    "88": "foot",
+    "89": "fork",
+    "90": "frog",
+    "91": "frying-pan",
+    "92": "giraffe",
+    "93": "grapes",
+    "94": "grenade",
+    "95": "guitar",
+    "96": "hamburger",
+    "97": "hammer",
+    "98": "hand",
+    "99": "harp",
+    "100": "hat",
+    "101": "head",
+    "102": "head-phones",
+    "103": "hedgehog",
+    "104": "helicopter",
+    "105": "helmet",
+    "106": "horse",
+    "107": "hot air balloon",
+    "108": "hot-dog",
+    "109": "hourglass",
+    "110": "house",
+    "111": "human-skeleton",
+    "112": "ice-cream-cone",
+    "113": "ipod",
+    "114": "kangaroo",
+    "115": "key",
+    "116": "keyboard",
+    "117": "knife",
+    "118": "ladder",
+    "119": "laptop",
+    "120": "leaf",
+    "121": "lightbulb",
+    "122": "lighter",
+    "123": "lion",
+    "124": "lobster",
+    "125": "loudspeaker",
+    "126": "mailbox",
+    "127": "megaphone",
+    "128": "mermaid",
+    "129": "microphone",
+    "130": "microscope",
+    "131": "monkey",
+    "132": "moon",
+    "133": "mosquito",
+    "134": "motorbike",
+    "135": "mouse (animal)",
+    "136": "mouth",
+    "137": "mug",
+    "138": "mushroom",
+    "139": "nose",
+    "140": "octopus",
+    "141": "owl",
+    "142": "palm tree",
+    "143": "panda",
+    "144": "paper clip",
+    "145": "parachute",
+    "146": "parking meter",
+    "147": "parrot",
+    "148": "pear",
+    "149": "pen",
+    "150": "penguin",
+    "151": "person sitting",
+    "152": "person walking",
+    "153": "piano",
+    "154": "pickup truck",
+    "155": "pig",
+    "156": "pigeon",
+    "157": "pineapple",
+    "158": "pipe (for smoking)",
+    "159": "pizza",
+    "160": "potted plant",
+    "161": "power outlet",
+    "162": "present",
+    "163": "pretzel",
+    "164": "pumpkin",
+    "165": "purse",
+    "166": "rabbit",
+    "167": "race car",
+    "168": "radio",
+    "169": "rainbow",
+    "170": "revolver",
+    "171": "rifle",
+    "172": "rollerblades",
+    "173": "rooster",
+    "174": "sailboat",
+    "175": "santa claus",
+    "176": "satellite",
+    "177": "satellite dish",
+    "178": "saxophone",
+    "179": "scissors",
+    "180": "scorpion",
+    "181": "screwdriver",
+    "182": "sea turtle",
+    "183": "seagull",
+    "184": "shark",
+    "185": "sheep",
+    "186": "ship",
+    "187": "shoe",
+    "188": "shovel",
+    "189": "skateboard",
+    "190": "skull",
+    "191": "skyscraper",
+    "192": "snail",
+    "193": "snake",
+    "194": "snowboard",
+    "195": "snowman",
+    "196": "socks",
+    "197": "space shuttle",
+    "198": "speed-boat",
+    "199": "spider",
+    "200": "sponge bob",
+    "201": "spoon",
+    "202": "squirrel",
+    "203": "standing bird",
+    "204": "stapler",
+    "205": "strawberry",
+    "206": "streetlight",
+    "207": "submarine",
+    "208": "suitcase",
+    "209": "sun",
+    "210": "suv",
+    "211": "swan",
+    "212": "sword",
+    "213": "syringe",
+    "214": "t-shirt",
+    "215": "table",
+    "216": "tablelamp",
+    "217": "teacup",
+    "218": "teapot",
+    "219": "teddy-bear",
+    "220": "telephone",
+    "221": "tennis-racket",
+    "222": "tent",
+    "223": "tiger",
+    "224": "tire",
+    "225": "toilet",
+    "226": "tomato",
+    "227": "tooth",
+    "228": "toothbrush",
+    "229": "tractor",
+    "230": "traffic light",
+    "231": "train",
+    "232": "tree",
+    "233": "trombone",
+    "234": "trousers",
+    "235": "truck",
+    "236": "trumpet",
+    "237": "tv",
+    "238": "umbrella",
+    "239": "van",
+    "240": "vase",
+    "241": "violin",
+    "242": "walkie talkie",
+    "243": "wheel",
+    "244": "wheelbarrow",
+    "245": "windmill",
+    "246": "wine-bottle",
+    "247": "wineglass",
+    "248": "wrist-watch",
+    "249": "zebra"
+  },
+  "label2id": {
+    "airplane": 0,
+    "alarm clock": 1,
+    "angel": 2,
+    "ant": 3,
+    "apple": 4,
+    "arm": 5,
+    "armchair": 6,
+    "ashtray": 7,
+    "axe": 8,
+    "backpack": 9,
+    "banana": 10,
+    "barn": 11,
+    "baseball bat": 12,
+    "basket": 13,
+    "bathtub": 14,
+    "bear (animal)": 15,
+    "bed": 16,
+    "bee": 17,
+    "beer-mug": 18,
+    "bell": 19,
+    "bench": 20,
+    "bicycle": 21,
+    "binoculars": 22,
+    "blimp": 23,
+    "book": 24,
+    "bookshelf": 25,
+    "boomerang": 26,
+    "bottle opener": 27,
+    "bowl": 28,
+    "brain": 29,
+    "bread": 30,
+    "bridge": 31,
+    "bulldozer": 32,
+    "bus": 33,
+    "bush": 34,
+    "butterfly": 35,
+    "cabinet": 36,
+    "cactus": 37,
+    "cake": 38,
+    "calculator": 39,
+    "camel": 40,
+    "camera": 41,
+    "candle": 42,
+    "cannon": 43,
+    "canoe": 44,
+    "car (sedan)": 45,
+    "carrot": 46,
+    "castle": 47,
+    "cat": 48,
+    "cell phone": 49,
+    "chair": 50,
+    "chandelier": 51,
+    "church": 52,
+    "cigarette": 53,
+    "cloud": 54,
+    "comb": 55,
+    "computer monitor": 56,
+    "computer-mouse": 57,
+    "couch": 58,
+    "cow": 59,
+    "crab": 60,
+    "crane (machine)": 61,
+    "crocodile": 62,
+    "crown": 63,
+    "cup": 64,
+    "diamond": 65,
+    "dog": 66,
+    "dolphin": 67,
+    "donut": 68,
+    "door": 69,
+    "door handle": 70,
+    "dragon": 71,
+    "duck": 72,
+    "ear": 73,
+    "elephant": 74,
+    "envelope": 75,
+    "eye": 76,
+    "eyeglasses": 77,
+    "face": 78,
+    "fan": 79,
+    "feather": 80,
+    "fire hydrant": 81,
+    "fish": 82,
+    "flashlight": 83,
+    "floor lamp": 84,
+    "flower with stem": 85,
+    "flying bird": 86,
+    "flying saucer": 87,
+    "foot": 88,
+    "fork": 89,
+    "frog": 90,
+    "frying-pan": 91,
+    "giraffe": 92,
+    "grapes": 93,
+    "grenade": 94,
+    "guitar": 95,
+    "hamburger": 96,
+    "hammer": 97,
+    "hand": 98,
+    "harp": 99,
+    "hat": 100,
+    "head": 101,
+    "head-phones": 102,
+    "hedgehog": 103,
+    "helicopter": 104,
+    "helmet": 105,
+    "horse": 106,
+    "hot air balloon": 107,
+    "hot-dog": 108,
+    "hourglass": 109,
+    "house": 110,
+    "human-skeleton": 111,
+    "ice-cream-cone": 112,
+    "ipod": 113,
+    "kangaroo": 114,
+    "key": 115,
+    "keyboard": 116,
+    "knife": 117,
+    "ladder": 118,
+    "laptop": 119,
+    "leaf": 120,
+    "lightbulb": 121,
+    "lighter": 122,
+    "lion": 123,
+    "lobster": 124,
+    "loudspeaker": 125,
+    "mailbox": 126,
+    "megaphone": 127,
+    "mermaid": 128,
+    "microphone": 129,
+    "microscope": 130,
+    "monkey": 131,
+    "moon": 132,
+    "mosquito": 133,
+    "motorbike": 134,
+    "mouse (animal)": 135,
+    "mouth": 136,
+    "mug": 137,
+    "mushroom": 138,
+    "nose": 139,
+    "octopus": 140,
+    "owl": 141,
+    "palm tree": 142,
+    "panda": 143,
+    "paper clip": 144,
+    "parachute": 145,
+    "parking meter": 146,
+    "parrot": 147,
+    "pear": 148,
+    "pen": 149,
+    "penguin": 150,
+    "person sitting": 151,
+    "person walking": 152,
+    "piano": 153,
+    "pickup truck": 154,
+    "pig": 155,
+    "pigeon": 156,
+    "pineapple": 157,
+    "pipe (for smoking)": 158,
+    "pizza": 159,
+    "potted plant": 160,
+    "power outlet": 161,
+    "present": 162,
+    "pretzel": 163,
+    "pumpkin": 164,
+    "purse": 165,
+    "rabbit": 166,
+    "race car": 167,
+    "radio": 168,
+    "rainbow": 169,
+    "revolver": 170,
+    "rifle": 171,
+    "rollerblades": 172,
+    "rooster": 173,
+    "sailboat": 174,
+    "santa claus": 175,
+    "satellite": 176,
+    "satellite dish": 177,
+    "saxophone": 178,
+    "scissors": 179,
+    "scorpion": 180,
+    "screwdriver": 181,
+    "sea turtle": 182,
+    "seagull": 183,
+    "shark": 184,
+    "sheep": 185,
+    "ship": 186,
+    "shoe": 187,
+    "shovel": 188,
+    "skateboard": 189,
+    "skull": 190,
+    "skyscraper": 191,
+    "snail": 192,
+    "snake": 193,
+    "snowboard": 194,
+    "snowman": 195,
+    "socks": 196,
+    "space shuttle": 197,
+    "speed-boat": 198,
+    "spider": 199,
+    "sponge bob": 200,
+    "spoon": 201,
+    "squirrel": 202,
+    "standing bird": 203,
+    "stapler": 204,
+    "strawberry": 205,
+    "streetlight": 206,
+    "submarine": 207,
+    "suitcase": 208,
+    "sun": 209,
+    "suv": 210,
+    "swan": 211,
+    "sword": 212,
+    "syringe": 213,
+    "t-shirt": 214,
+    "table": 215,
+    "tablelamp": 216,
+    "teacup": 217,
+    "teapot": 218,
+    "teddy-bear": 219,
+    "telephone": 220,
+    "tennis-racket": 221,
+    "tent": 222,
+    "tiger": 223,
+    "tire": 224,
+    "toilet": 225,
+    "tomato": 226,
+    "tooth": 227,
+    "toothbrush": 228,
+    "tractor": 229,
+    "traffic light": 230,
+    "train": 231,
+    "tree": 232,
+    "trombone": 233,
+    "trousers": 234,
+    "truck": 235,
+    "trumpet": 236,
+    "tv": 237,
+    "umbrella": 238,
+    "van": 239,
+    "vase": 240,
+    "violin": 241,
+    "walkie talkie": 242,
+    "wheel": 243,
+    "wheelbarrow": 244,
+    "windmill": 245,
+    "wine-bottle": 246,
+    "wineglass": 247,
+    "wrist-watch": 248,
+    "zebra": 249
+  },
+  "layer_type": "basic",
+  "model_type": "resnet",
+  "num_channels": 3,
+  "out_features": null,
+  "problem_type": "single_label_classification",
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.25.1"
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 1000.0,
+    "eval_accuracy": 0.8059701492537313,
+    "eval_loss": 0.9011625051498413,
+    "eval_runtime": 0.8532,
+    "eval_samples_per_second": 235.582,
+    "eval_steps_per_second": 8.204
+}

preprocessor_config.json

@@ -0,0 +1,23 @@
+{
+  "crop_pct": 0.875,
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "feature_extractor_type": "ConvNextFeatureExtractor",
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ConvNextImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "shortest_edge": 224
+  }
+}

pytorch_model.bin

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train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 1000.0,
+    "total_flos": 3.844484891203777e+20,
+    "train_loss": 0.26615277438779034,
+    "train_runtime": 35181.852,
+    "train_samples_per_second": 565.036,
+    "train_steps_per_second": 4.406
+}

training_args.bin

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