| { | |
| "model": "convnextv2_large.fcmae_ft_in22k_in1k (2023 - \u539f\u59cb\u9078\u9805/\u6162, timm)", | |
| "model_name_simple": "convnextv2_large.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": 196496690, | |
| "trainable_params": 196496690, | |
| "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" | |
| ] | |
| } |