FunASR/funasr/download/runtime_sdk_download_tool.py

import os
import argparse
from pathlib import Path

from funasr.utils.types import str2bool


def main():
    parser = argparse.ArgumentParser()
    parser.add_argument('--model-name', type=str, required=True)
    parser.add_argument('--export-dir', type=str, required=True)
    parser.add_argument('--export', type=str2bool, default=True, help='whether to export model')
    parser.add_argument('--type', type=str, default='onnx', help='["onnx", "torch"]')
    parser.add_argument('--device', type=str, default='cpu', help='["cpu", "cuda"]')
    parser.add_argument('--quantize', type=str2bool, default=False, help='export quantized model')
    parser.add_argument('--fallback-num', type=int, default=0, help='amp fallback number')
    parser.add_argument('--audio_in', type=str, default=None, help='["wav", "wav.scp"]')
    parser.add_argument('--model_revision', type=str, default=None, help='model_revision')
    parser.add_argument('--calib_num', type=int, default=200, help='calib max num')
    args = parser.parse_args()
    
    model_dir = args.model_name
    if not Path(args.model_name).exists():
        from modelscope.hub.snapshot_download import snapshot_download
        try:
            model_dir = snapshot_download(args.model_name, cache_dir=args.export_dir, revision=args.model_revision)
        except:
            raise "model_dir must be model_name in modelscope or local path downloaded from modelscope, but is {}".format \
                (model_dir)
    if args.export:
        model_file = os.path.join(model_dir, 'model.onnx')
        if args.quantize:
            model_file = os.path.join(model_dir, 'model_quant.onnx')
        if not os.path.exists(model_file):
            print(".onnx is not exist, begin to export onnx")
            from funasr.bin.export_model import ModelExport
            export_model = ModelExport(
                cache_dir=args.export_dir,
                onnx=True,
                device="cpu",
                quant=args.quantize,
            )
            export_model.export(model_dir)


if __name__ == "__main__":
    main()