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Create config.json

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config.json ADDED
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+ {
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+ "model_type": "resnet50",
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+ "num_classes": 101,
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+ "image_size": 224,
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+ "accuracy": 0.9901,
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+ "epoch": 1,
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+ "architecture": {
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+ "backbone": "resnet50",
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+ "dropout": [0.5, 0.3],
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+ "hidden_dim": 512
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+ },
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+ "training": {
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+ "batch_size": 64,
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+ "optimizer": "AdamW",
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+ "learning_rate": 0.001,
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+ "weight_decay": 0.01,
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+ "scheduler": "OneCycleLR",
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+ "mixed_precision": true
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+ },
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+ "preprocessing": {
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+ "resize": 224,
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+ "normalize_mean": [0.485, 0.456, 0.406],
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+ "normalize_std": [0.229, 0.224, 0.225]
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+ },
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+ "ingredients": [
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+ "apple_pie",
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+ "baby_back_ribs",
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+ "baklava",
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+ "beef_carpaccio",
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+ "beef_tartare",
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+ "beet_salad",
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+ "beignets",
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+ "bibimbap",
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+ "bread_pudding",
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+ "breakfast_burrito",
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+ "bruschetta",
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+ "caesar_salad",
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+ "cannoli",
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+ "caprese_salad",
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+ "carrot_cake",
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+ "ceviche",
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+ "cheese_plate",
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+ "cheesecake",
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+ "chicken_curry",
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+ "chicken_quesadilla",
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+ "chicken_wings",
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+ "chocolate_cake",
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+ "chocolate_mousse",
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+ "churros",
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+ "clam_chowder",
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+ "club_sandwich",
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+ "crab_cakes",
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+ "creme_brulee",
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+ "croque_madame",
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+ "cup_cakes",
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+ "deviled_eggs",
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+ "donuts",
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+ "dumplings",
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+ "edamame",
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+ "eggs_benedict",
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+ "escargots",
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+ "falafel",
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+ "filet_mignon",
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+ "fish_and_chips",
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+ "foie_gras",
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+ "french_fries",
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+ "french_onion_soup",
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+ "french_toast",
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+ "fried_calamari",
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+ "fried_rice",
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+ "frozen_yogurt",
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+ "garlic_bread",
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+ "gnocchi",
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+ "greek_salad",
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+ "grilled_cheese_sandwich",
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+ "grilled_salmon",
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+ "guacamole",
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+ "gyoza",
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+ "hamburger",
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+ "hot_and_sour_soup",
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+ "hot_dog",
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+ "huevos_rancheros",
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+ "hummus",
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+ "ice_cream",
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+ "lasagna",
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+ "lobster_bisque",
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+ "lobster_roll_sandwich",
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+ "macaroni_and_cheese",
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+ "macarons",
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+ "miso_soup",
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+ "mussels",
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+ "nachos",
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+ "omelette",
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+ "onion_rings",
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+ "oysters",
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+ "pad_thai",
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+ "paella",
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+ "pancakes",
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+ "panna_cotta",
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+ "peking_duck",
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+ "pho",
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+ "pizza",
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+ "pork_chop",
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+ "poutine",
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+ "prime_rib",
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+ "pulled_pork_sandwich",
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+ "ramen",
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+ "ravioli",
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+ "red_velvet_cake",
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+ "risotto",
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+ "samosa",
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+ "sashimi",
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+ "scallops",
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+ "seaweed_salad",
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+ "shrimp_and_grits",
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+ "spaghetti_bolognese",
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+ "spaghetti_carbonara",
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+ "spring_rolls",
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+ "steak",
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+ "strawberry_shortcake",
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+ "sushi",
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+ "tacos",
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+ "takoyaki",
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+ "tiramisu",
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+ "tuna_tartare",
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+ "waffles"
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+ ]
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+ }