| 19 | from diffusers.schedulers import FlowMatchEulerDiscreteScheduler |
| 20 | |
| 21 | class UniGenBenchDataset(Dataset): |
| 22 | def __init__( |
| 23 | self, csv_path, |
| 24 | ): |
| 25 | self.csv_path = csv_path |
| 26 | |
| 27 | df = pd.read_csv(self.csv_path) |
| 28 | |
| 29 | self.dataset = df["prompt_en"].tolist() |
| 30 | self.index_list = df["index"].tolist() |
| 31 | |
| 32 | def __getitem__(self, idx): |
| 33 | |
| 34 | caption = self.dataset[idx] |
| 35 | index = self.index_list[idx] |
| 36 | return dict(caption=caption, idx=index) |
| 37 | |
| 38 | def __len__(self): |
| 39 | return len(self.dataset) |
| 40 | |
| 41 | |
| 42 | def main(args): |