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"exp_name": "Swin-Base_augnone_fineT_thres500",
"model_name": "Swin-Base",
"model_id": "microsoft/swin-base-patch4-window7-224",
"threshold": 500,
"aug": "none",
"mode": "fineT",
"lr": 2e-05,
"epochs": 50,
"train_samples": 3170,
"val_samples": 793,
"num_classes": 5,
"eval_accuracy": 0.8839848675914249,
"eval_top3": 0.9899117276166457,
"eval_macro_f1": 0.8640505019325028,
"eval_kappa": 0.8496288952600413,
"eval_loss": 0.34301358461380005,
"precision": "bf16",
"seed": 42,
"output_dir": "C:\\Users\\ADMIN\\PycharmProjects\\snake_research\\transformer_experiment_results_swin_exact\\Swin-Base_augnone_fineT_thres500",
"runtime_sec": 1094.2352604866028
} |