Method to_config

modelscope/trainers/training_args.py:465–491

Convert the TrainingArgs to the `Config` Returns: The Config, and extra parameters in dict.

(self, ignore_default_config=None)

        return self

    def to_config(self, ignore_default_config=None):
        """Convert the TrainingArgs to the `Config`

        Returns:
            The Config, and extra parameters in dict.
        """
        cfg = Config()
        args_dict = addict.Dict()

        if ignore_default_config is None:
            ignore_default_config = self.use_model_config

        for f in fields(self):
            cfg_node = f.metadata.get('cfg_node')
            cfg_setter = f.metadata.get('cfg_setter') or (lambda x: x)
            if cfg_node is not None:
                if f.name in self.manual_args or not ignore_default_config:
                    if isinstance(cfg_node, str):
                        cfg_node = [cfg_node]
                    for _node in cfg_node:
                        cfg.merge_from_dict(
                            {_node: cfg_setter(getattr(self, f.name))})
            else:
                args_dict[f.name] = getattr(self, f.name)

        cfg.merge_from_dict(self._unknown_args)
        return cfg, args_dict

    def get_metadata(self, key):
        _fields = fields(self)