import os
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import hydra
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import logging
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from omegaconf import DictConfig, OmegaConf, ListConfig
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from funasr.auto.auto_model import AutoModel
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@hydra.main(config_name=None, version_base=None)
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def main_hydra(cfg: DictConfig):
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def to_plain_list(cfg_item):
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if isinstance(cfg_item, ListConfig):
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return OmegaConf.to_container(cfg_item, resolve=True)
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elif isinstance(cfg_item, DictConfig):
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return {k: to_plain_list(v) for k, v in cfg_item.items()}
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else:
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return cfg_item
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kwargs = to_plain_list(cfg)
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log_level = getattr(logging, kwargs.get("log_level", "INFO").upper())
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logging.basicConfig(level=log_level)
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if kwargs.get("debug", False):
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import pdb; pdb.set_trace()
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if "device" not in kwargs:
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kwargs["device"] = "cpu"
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model = AutoModel(**kwargs)
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res = model.export(input=kwargs.get("input", None),
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type=kwargs.get("type", "onnx"),
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quantize=kwargs.get("quantize", False),
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fallback_num=kwargs.get("fallback-num", 5),
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calib_num=kwargs.get("calib_num", 100),
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opset_version=kwargs.get("opset_version", 14),
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)
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print(res)
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if __name__ == '__main__':
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main_hydra()
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