{ "database_path": "./LA/", "asv_score_path": "ASVspoof2019_LA_asv_scores/ASVspoof2019.LA.asv.eval.gi.trl.scores.txt", "model_path": "/home1/irteam/jeeweon/git/AsvSpoofDetection/exp_result/LAmodelRawNet2Spoof_ep100_bs32_lr0.0001/weights/best.pth", "batch_size": 32, "lr": 0.0001, "weight_decay": 0.0001, "num_epochs": 100, "loss": "CCE", "track": "LA", "eval_output": "eval_scores_using_best_dev_model.txt", "cudnn_deterministic_toggle": "True", "cudnn_benchmark_toggle": "False", "model_config": { "architecture": "RawNet2Spoof", "nb_samp": 64600, "first_conv": 1024, "in_channels": 1, "filts": [20, [20, 20], [20, 128], [128, 128]], "blocks": [2, 4], "nb_fc_node": 1024, "gru_node": 1024, "nb_gru_layer": 3, "nb_classes": 2 }, "optim_config": { "optimizer": "adam", "amsgrad": "False", "base_lr": 0.0001, "lr_min": 0.000005, "betas": [0.9, 0.999], "weight_decay": 0.0001, "scheduler": "cosine" } }