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| from dataclasses import 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 | |