def deserialize_tf_device(device_name: str) ->str:
    """
    This function converts filenames back into tf device strings
    :param device_name: str
    :return: device_name: str
    """
    device_name = device_name.replace('_', '/')
    device_name = device_name.replace('-', ':')
    return device_name
