{ "run_id": "ViT-LoRA-Food101-0310", "base_model": "google/vit-large-patch16-224-in21k", "dataset": "food101", "num_total_classes": 101, "num_selected_classes": 50, "selected_class_ids": [ 1, 6, 7, 8, 9, 10, 12, 14, 17, 18, 23, 25, 30, 31, 32, 33, 36, 40, 44, 48, 50, 53, 55, 56, 60, 61, 62, 64, 65, 67, 69, 74, 75, 76, 80, 81, 83, 84, 86, 87, 88, 90, 91, 92, 93, 95, 96, 97, 98, 99 ], "selected_class_names": [ "baby_back_ribs", "beignets", "bibimbap", "bread_pudding", "breakfast_burrito", "bruschetta", "cannoli", "carrot_cake", "cheese_plate", "chicken_curry", "churros", "club_sandwich", "deviled_eggs", "donuts", "dumplings", "edamame", "falafel", "french_fries", "fried_rice", "greek_salad", "grilled_salmon", "hamburger", "hot_dog", "huevos_rancheros", "lobster_bisque", "lobster_roll_sandwich", "macaroni_and_cheese", "miso_soup", "mussels", "omelette", "oysters", "peking_duck", "pho", "pizza", "pulled_pork_sandwich", "ramen", "red_velvet_cake", "risotto", "sashimi", "scallops", "seaweed_salad", "spaghetti_bolognese", "spaghetti_carbonara", "spring_rolls", "steak", "sushi", "tacos", "takoyaki", "tiramisu", "tuna_tartare" ], "seed": 328518879, "lora": { "rank": 32, "target_modules": [ "query", "key", "value" ] }, "hparams": { "learning_rate": 5e-05, "weight_decay": 0.005, "lr_scheduler_raw": "constant", "epochs": 6, "random_crop": false, "random_flip": false, "global_batch_size": 64, "per_device_batch_size": 64, "grad_accumulation_steps": 1 }, "sizes": { "train_examples": 37500, "eval_examples": 12500 }, "metrics": { "top1_accuracy": 0.94504, "eval_loss": 0.20931996405124664, "eval_accuracy": 0.94504, "eval_runtime": 24.9369, "eval_samples_per_second": 501.266, "eval_steps_per_second": 7.86, "epoch": 6.0 } }