| | from utils.argutils import print_args |
| | from encoder.train import train |
| | from pathlib import Path |
| | import argparse |
| |
|
| |
|
| | if __name__ == "__main__": |
| | parser = argparse.ArgumentParser( |
| | description="Trains the speaker encoder. You must have run encoder_preprocess.py first.", |
| | formatter_class=argparse.ArgumentDefaultsHelpFormatter |
| | ) |
| |
|
| | parser.add_argument("run_id", type=str, help= \ |
| | "Name for this model. By default, training outputs will be stored to saved_models/<run_id>/. If a model state " |
| | "from the same run ID was previously saved, the training will restart from there. Pass -f to overwrite saved " |
| | "states and restart from scratch.") |
| | parser.add_argument("clean_data_root", type=Path, help= \ |
| | "Path to the output directory of encoder_preprocess.py. If you left the default " |
| | "output directory when preprocessing, it should be <datasets_root>/SV2TTS/encoder/.") |
| | parser.add_argument("-m", "--models_dir", type=Path, default="saved_models", help=\ |
| | "Path to the root directory that contains all models. A directory <run_name> will be created under this root." |
| | "It will contain the saved model weights, as well as backups of those weights and plots generated during " |
| | "training.") |
| | parser.add_argument("-v", "--vis_every", type=int, default=10, help= \ |
| | "Number of steps between updates of the loss and the plots.") |
| | parser.add_argument("-u", "--umap_every", type=int, default=100, help= \ |
| | "Number of steps between updates of the umap projection. Set to 0 to never update the " |
| | "projections.") |
| | parser.add_argument("-s", "--save_every", type=int, default=500, help= \ |
| | "Number of steps between updates of the model on the disk. Set to 0 to never save the " |
| | "model.") |
| | parser.add_argument("-b", "--backup_every", type=int, default=7500, help= \ |
| | "Number of steps between backups of the model. Set to 0 to never make backups of the " |
| | "model.") |
| | parser.add_argument("-f", "--force_restart", action="store_true", help= \ |
| | "Do not load any saved model.") |
| | parser.add_argument("--visdom_server", type=str, default="http://localhost") |
| | parser.add_argument("--no_visdom", action="store_true", help= \ |
| | "Disable visdom.") |
| | args = parser.parse_args() |
| |
|
| | |
| | print_args(args, parser) |
| | train(**vars(args)) |
| |
|
