from dataclasses import dataclass @dataclass class UpsamplingOutput: upsampled_tags: str copyright_tags: str character_tags: str general_tags: str rating_tag: str aspect_ratio_tag: str length_tag: str identity_tag: str elapsed_time: float = 0.0