{ "model": "convnextv2_base.fcmae_ft_in22k_in1k (2023 - \u63a8\u85a6\u9996\u9078, timm)", "model_name_simple": "convnextv2_base.fcmae_ft_in22k_in1k", "image_resolution": 256, "epochs": 15, "batch_size": 80, "effective_batch_size": 160, "learning_rate": 0.0001, "optimizer": "AdamW", "weight_decay": 0.01, "scheduler": "CosineAnnealingLR", "label_smoothing": 0.1, "gradient_accumulation_steps": 2, "validation_split": 0.1, "use_pretrained": true, "total_params": 87744050, "trainable_params": 87744050, "enable_cutmix": false, "enable_hem_ta": false, "num_classes": 50, "train_size": 87236, "val_size": 9693, "total_samples": 96929, "class_names": [ "abraham_grampa_simpson", "agnes_skinner", "apu_nahasapeemapetilon", "barney_gumble", "bart_simpson", "brandine_spuckler", "carl_carlson", "charles_montgomery_burns", "chief_wiggum", "cletus_spuckler", "comic_book_guy", "disco_stu", "dolph_starbeam", "duff_man", "edna_krabappel", "fat_tony", "gary_chalmers", "gil", "groundskeeper_willie", "homer_simpson", "jimbo_jones", "kearney_zzyzwicz", "kent_brockman", "krusty_the_clown", "lenny_leonard", "lionel_hutz", "lisa_simpson", "lunchlady_doris", "maggie_simpson", "marge_simpson", "martin_prince", "mayor_quimby", "milhouse_van_houten", "miss_hoover", "moe_szyslak", "ned_flanders", "nelson_muntz", "otto_mann", "patty_bouvier", "principal_skinner", "professor_john_frink", "rainier_wolfcastle", "ralph_wiggum", "selma_bouvier", "sideshow_bob", "sideshow_mel", "snake_jailbird", "timothy_lovejoy", "troy_mcclure", "waylon_smithers" ] }