Commit 040e8ef1 authored by fougeres's avatar fougeres
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parent 840b833a
{
"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"
}
}
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