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from dataclasses import dataclass
from typing import List, Union

import numpy as np
import PIL.Image

from ...utils import BaseOutput


@dataclass
class StableDiffusion3PipelineOutput(BaseOutput):
    """

    Output class for Stable Diffusion pipelines.



    Args:

        images (`List[PIL.Image.Image]` or `np.ndarray`)

            List of denoised PIL images of length `batch_size` or numpy array of shape `(batch_size, height, width,

            num_channels)`. PIL images or numpy array present the denoised images of the diffusion pipeline.

    """

    images: Union[List[PIL.Image.Image], np.ndarray]