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{
"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",
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"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"
]
} |