Ubuntu
commited on
Commit
•
0d6d299
1
Parent(s):
8fc8408
just the model from aws reinvent 2023 CMP302
Browse files- all_results.json +12 -0
- config.json +232 -0
- eval_results.json +8 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- train_results.json +7 -0
- trainer_state.json +1444 -0
- training_args.bin +3 -0
all_results.json
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{
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"epoch": 1.0,
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"eval_accuracy": 0.7724752475247525,
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"eval_loss": 2.745387077331543,
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"eval_runtime": 445.1543,
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"eval_samples_per_second": 56.753,
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"eval_steps_per_second": 3.547,
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"train_loss": 3.4182597672617114,
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"train_runtime": 551.9339,
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"train_samples_per_second": 68.646,
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"train_steps_per_second": 4.29
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}
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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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"encoder_stride": 16,
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"finetuning_task": "image-classification",
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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_pie",
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"1": "baby_back_ribs",
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"10": "bruschetta",
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"100": "waffles",
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"11": "caesar_salad",
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"12": "cannoli",
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"13": "caprese_salad",
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"14": "carrot_cake",
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"15": "ceviche",
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"16": "cheesecake",
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"17": "cheese_plate",
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"18": "chicken_curry",
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"19": "chicken_quesadilla",
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"2": "baklava",
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"20": "chicken_wings",
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"21": "chocolate_cake",
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"22": "chocolate_mousse",
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"23": "churros",
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"24": "clam_chowder",
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"25": "club_sandwich",
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"26": "crab_cakes",
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"27": "creme_brulee",
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"28": "croque_madame",
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"29": "cup_cakes",
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"3": "beef_carpaccio",
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"30": "deviled_eggs",
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"31": "donuts",
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"32": "dumplings",
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"33": "edamame",
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"34": "eggs_benedict",
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"35": "escargots",
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"36": "falafel",
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"37": "filet_mignon",
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"38": "fish_and_chips",
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"39": "foie_gras",
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"4": "beef_tartare",
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"40": "french_fries",
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"41": "french_onion_soup",
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"42": "french_toast",
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"43": "fried_calamari",
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"44": "fried_rice",
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"45": "frozen_yogurt",
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"46": "garlic_bread",
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"47": "gnocchi",
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"48": "greek_salad",
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"49": "grilled_cheese_sandwich",
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"5": "beet_salad",
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"50": "grilled_salmon",
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"51": "guacamole",
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"52": "gyoza",
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"53": "hamburger",
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"54": "hot_and_sour_soup",
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"55": "hot_dog",
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"56": "huevos_rancheros",
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"57": "hummus",
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"58": "ice_cream",
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"59": "lasagna",
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"6": "beignets",
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"60": "lobster_bisque",
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"61": "lobster_roll_sandwich",
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"62": "macaroni_and_cheese",
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"63": "macarons",
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"64": "miso_soup",
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"65": "mussels",
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"66": "nachos",
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"67": "omelette",
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"68": "onion_rings",
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"69": "oysters",
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"7": "bibimbap",
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"70": "pad_thai",
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"71": "paella",
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"72": "pancakes",
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"73": "panna_cotta",
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"74": "peking_duck",
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"75": "pho",
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| 88 |
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"76": "pizza",
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"77": "pork_chop",
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"78": "poutine",
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"79": "prime_rib",
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"8": "bread_pudding",
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"80": "pulled_pork_sandwich",
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"81": "ramen",
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| 95 |
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"82": "ravioli",
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"83": "red_velvet_cake",
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| 97 |
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"84": "risotto",
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| 98 |
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"85": "samosa",
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| 99 |
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"86": "sashimi",
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"87": "scallops",
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| 101 |
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"88": "seaweed_salad",
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| 102 |
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"89": "shrimp_and_grits",
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| 103 |
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"9": "breakfast_burrito",
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"90": "spaghetti_bolognese",
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"91": "spaghetti_carbonara",
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"92": "spring_rolls",
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| 107 |
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"93": "steak",
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| 108 |
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"94": "strawberry_shortcake",
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| 109 |
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"95": "sushi",
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| 110 |
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"96": "tacos",
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| 111 |
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"97": "takoyaki",
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| 112 |
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"98": "tiramisu",
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| 113 |
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"99": "tuna_tartare"
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| 114 |
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},
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| 115 |
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"image_size": 224,
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| 116 |
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"initializer_range": 0.02,
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| 117 |
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"intermediate_size": 3072,
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| 118 |
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"label2id": {
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| 119 |
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"apple_pie": "0",
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| 120 |
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"baby_back_ribs": "1",
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| 121 |
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"baklava": "2",
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| 122 |
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"beef_carpaccio": "3",
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| 123 |
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"beef_tartare": "4",
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| 124 |
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"beet_salad": "5",
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| 125 |
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"beignets": "6",
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| 126 |
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"bibimbap": "7",
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| 127 |
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"bread_pudding": "8",
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| 128 |
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"breakfast_burrito": "9",
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| 129 |
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"bruschetta": "10",
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| 130 |
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"caesar_salad": "11",
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| 131 |
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"cannoli": "12",
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| 132 |
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"caprese_salad": "13",
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| 133 |
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"carrot_cake": "14",
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| 134 |
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"ceviche": "15",
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| 135 |
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"cheese_plate": "17",
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| 136 |
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"cheesecake": "16",
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| 137 |
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"chicken_curry": "18",
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| 138 |
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"chicken_quesadilla": "19",
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| 139 |
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"chicken_wings": "20",
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| 140 |
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"chocolate_cake": "21",
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| 141 |
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"chocolate_mousse": "22",
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| 142 |
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"churros": "23",
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| 143 |
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"clam_chowder": "24",
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| 144 |
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"club_sandwich": "25",
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| 145 |
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"crab_cakes": "26",
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| 146 |
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"creme_brulee": "27",
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| 147 |
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"croque_madame": "28",
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| 148 |
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"cup_cakes": "29",
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| 149 |
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"deviled_eggs": "30",
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| 150 |
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"donuts": "31",
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| 151 |
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"dumplings": "32",
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| 152 |
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"edamame": "33",
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| 153 |
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"eggs_benedict": "34",
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| 154 |
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"escargots": "35",
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| 155 |
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"falafel": "36",
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| 156 |
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"filet_mignon": "37",
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| 157 |
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"fish_and_chips": "38",
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| 158 |
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"foie_gras": "39",
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| 159 |
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"french_fries": "40",
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| 160 |
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"french_onion_soup": "41",
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| 161 |
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"french_toast": "42",
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| 162 |
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"fried_calamari": "43",
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| 163 |
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"fried_rice": "44",
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| 164 |
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"frozen_yogurt": "45",
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| 165 |
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"garlic_bread": "46",
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| 166 |
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"gnocchi": "47",
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| 167 |
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"greek_salad": "48",
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| 168 |
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"grilled_cheese_sandwich": "49",
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| 169 |
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"grilled_salmon": "50",
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| 170 |
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"guacamole": "51",
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| 171 |
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"gyoza": "52",
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| 172 |
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"hamburger": "53",
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| 173 |
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"hot_and_sour_soup": "54",
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| 174 |
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"hot_dog": "55",
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| 175 |
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"huevos_rancheros": "56",
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| 176 |
+
"hummus": "57",
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| 177 |
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"ice_cream": "58",
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| 178 |
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"lasagna": "59",
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| 179 |
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"lobster_bisque": "60",
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| 180 |
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"lobster_roll_sandwich": "61",
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| 181 |
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"macaroni_and_cheese": "62",
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| 182 |
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"macarons": "63",
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| 183 |
+
"miso_soup": "64",
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| 184 |
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"mussels": "65",
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| 185 |
+
"nachos": "66",
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| 186 |
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"omelette": "67",
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| 187 |
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"onion_rings": "68",
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| 188 |
+
"oysters": "69",
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| 189 |
+
"pad_thai": "70",
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| 190 |
+
"paella": "71",
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| 191 |
+
"pancakes": "72",
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| 192 |
+
"panna_cotta": "73",
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| 193 |
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"peking_duck": "74",
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| 194 |
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"pho": "75",
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| 195 |
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"pizza": "76",
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| 196 |
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"pork_chop": "77",
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| 197 |
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"poutine": "78",
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| 198 |
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"prime_rib": "79",
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| 199 |
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"pulled_pork_sandwich": "80",
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| 200 |
+
"ramen": "81",
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| 201 |
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"ravioli": "82",
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| 202 |
+
"red_velvet_cake": "83",
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| 203 |
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"risotto": "84",
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| 204 |
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"samosa": "85",
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| 205 |
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"sashimi": "86",
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| 206 |
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"scallops": "87",
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| 207 |
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"seaweed_salad": "88",
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| 208 |
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"shrimp_and_grits": "89",
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| 209 |
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"spaghetti_bolognese": "90",
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| 210 |
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"spaghetti_carbonara": "91",
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| 211 |
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"spring_rolls": "92",
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| 212 |
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"steak": "93",
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| 213 |
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"strawberry_shortcake": "94",
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| 214 |
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"sushi": "95",
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| 215 |
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"tacos": "96",
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| 216 |
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"takoyaki": "97",
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| 217 |
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"tiramisu": "98",
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| 218 |
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"tuna_tartare": "99",
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| 219 |
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"waffles": "100"
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| 220 |
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},
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| 221 |
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"layer_norm_eps": 1e-12,
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| 222 |
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"layerdrop": 0,
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| 223 |
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"model_type": "vit",
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| 224 |
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"num_attention_heads": 12,
|
| 225 |
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"num_channels": 3,
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| 226 |
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"num_hidden_layers": 12,
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| 227 |
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"patch_size": 16,
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| 228 |
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"problem_type": "single_label_classification",
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| 229 |
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"qkv_bias": true,
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| 230 |
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"torch_dtype": "float32",
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| 231 |
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"transformers_version": "4.34.1"
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| 232 |
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}
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eval_results.json
ADDED
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@@ -0,0 +1,8 @@
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{
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"epoch": 1.0,
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| 3 |
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"eval_accuracy": 0.7724752475247525,
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| 4 |
+
"eval_loss": 2.745387077331543,
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| 5 |
+
"eval_runtime": 445.1543,
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| 6 |
+
"eval_samples_per_second": 56.753,
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| 7 |
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"eval_steps_per_second": 3.547
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| 8 |
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}
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preprocessor_config.json
ADDED
|
@@ -0,0 +1,22 @@
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|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"do_rescale": true,
|
| 4 |
+
"do_resize": true,
|
| 5 |
+
"image_mean": [
|
| 6 |
+
0.5,
|
| 7 |
+
0.5,
|
| 8 |
+
0.5
|
| 9 |
+
],
|
| 10 |
+
"image_processor_type": "ViTImageProcessor",
|
| 11 |
+
"image_std": [
|
| 12 |
+
0.5,
|
| 13 |
+
0.5,
|
| 14 |
+
0.5
|
| 15 |
+
],
|
| 16 |
+
"resample": 2,
|
| 17 |
+
"rescale_factor": 0.00392156862745098,
|
| 18 |
+
"size": {
|
| 19 |
+
"height": 224,
|
| 20 |
+
"width": 224
|
| 21 |
+
}
|
| 22 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:98199f60e5ed214a0312521523f0a7612f20f454df2b8c78fe068661595a659f
|
| 3 |
+
size 343570477
|
train_results.json
ADDED
|
@@ -0,0 +1,7 @@
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|
| 1 |
+
{
|
| 2 |
+
"epoch": 1.0,
|
| 3 |
+
"train_loss": 3.4182597672617114,
|
| 4 |
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"train_runtime": 551.9339,
|
| 5 |
+
"train_samples_per_second": 68.646,
|
| 6 |
+
"train_steps_per_second": 4.29
|
| 7 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,1444 @@
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training_args.bin
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