def get_fixed_param_names(self) -> List[str]:
        """
        Get the fixed params of the network.

        :return: List of strings, names of the layers
        """
        args = set(self.args.keys()) | set(self.auxs.keys())

        return list(args & set(self.sym.list_arguments()))