{ "database_path": "./LA/", "asv_score_path": "ASVspoof2019_LA_asv_scores/ASVspoof2019.LA.asv.eval.gi.trl.scores.txt", "model_path": "./models/weights/AASIST.pth", "batch_size": 24, "num_epochs": 100, "loss": "CCE", "track": "LA", "eval_all_best": "True", "eval_output": "eval_scores_using_best_dev_model.txt", "cudnn_deterministic_toggle": "True", "cudnn_benchmark_toggle": "False", "model_config": { "architecture": "AASIST", "nb_samp": 64600, "first_conv": 128, "filts": [70, [1, 32], [32, 32], [32, 64], [64, 64]], "gat_dims": [64, 32], "pool_ratios": [0.5, 0.7, 0.5, 0.5], "temperatures": [2.0, 2.0, 100.0, 100.0] }, "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" } }