{ "run_id": "ViT-LoRA-Food101-0312", "base_model": "google/vit-large-patch16-224-in21k", "dataset": "food101", "num_total_classes": 101, "num_selected_classes": 50, "selected_class_ids": [ 0, 2, 3, 4, 6, 8, 11, 12, 15, 17, 19, 22, 23, 25, 27, 28, 29, 30, 31, 33, 37, 38, 40, 51, 55, 58, 60, 62, 64, 66, 73, 74, 76, 78, 81, 82, 83, 85, 86, 87, 88, 90, 92, 93, 94, 96, 97, 98, 99, 100 ], "selected_class_names": [ "apple_pie", "baklava", "beef_carpaccio", "beef_tartare", "beignets", "bread_pudding", "caesar_salad", "cannoli", "ceviche", "cheese_plate", "chicken_quesadilla", "chocolate_mousse", "churros", "club_sandwich", "creme_brulee", "croque_madame", "cup_cakes", "deviled_eggs", "donuts", "edamame", "filet_mignon", "fish_and_chips", "french_fries", "guacamole", "hot_dog", "ice_cream", "lobster_bisque", "macaroni_and_cheese", "miso_soup", "nachos", "panna_cotta", "peking_duck", "pizza", "poutine", "ramen", "ravioli", "red_velvet_cake", "samosa", "sashimi", "scallops", "seaweed_salad", "spaghetti_bolognese", "spring_rolls", "steak", "strawberry_shortcake", "tacos", "takoyaki", "tiramisu", "tuna_tartare", "waffles" ], "seed": 4077482254, "lora": { "rank": 32, "target_modules": [ "query", "key", "value" ] }, "hparams": { "learning_rate": 5e-05, "weight_decay": 0.05, "lr_scheduler_raw": "constant", "epochs": 8, "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": 0.928, "eval_loss": 0.25284621119499207, "eval_accuracy": 0.928, "eval_runtime": 25.4349, "eval_samples_per_second": 491.451, "eval_steps_per_second": 7.706, "epoch": 8.0 } }