| {"SEED": 42, "FOLD_TO_RUN": 0, "FOLDS": 10, "DEBUG": false, "EVALUATE": true, "rst_path": "/kaggle/input/v64-rst", "rst_name": "hub_efnv2xl_best.h5", "rst_epoch": 0, "DATASET": "happywhale-tfrec600c", "crop_method": null, "bs": 8, "IMAGE_SIZE": [600, 600], "N_CLASSES": 15587, "arch_name": "hub_efnv2xl", "pretrained": "imagenet21k-ft1k", "FREEZE_BATCH_NORM": false, "pool": "avg", "head": "arcface", "subcenters": 1, "dropout_ps": [0.25], "aux_loss": 0.4, "n_species": 28, "EPOCHS": 35, "LR": 3e-06, "pct_start": 0.25, "lr_min": 0.05, "hflip": true, "random_grayscale": 0.2, "random_crop": 0.4, "mean_filter": 0.75, "rotate": 5, "KNN": 100} |