
    +hg                     D    S SK Jr  S SKrS SKJr  \ " S S\5      5       rg)    )	dataclassN)
BaseOutputc                   8    \ rS rSr% Sr\R                  \S'   Srg)ConsisIDPipelineOutput   a  
Output class for ConsisID pipelines.

Args:
    frames (`torch.Tensor`, `np.ndarray`, or List[List[PIL.Image.Image]]):
        List of video outputs - It can be a nested list of length `batch_size,` with each sub-list containing
        denoised PIL image sequences of length `num_frames.` It can also be a NumPy array or Torch tensor of shape
        `(batch_size, num_frames, channels, height, width)`.
frames N)	__name__
__module____qualname____firstlineno____doc__torchTensor__annotations____static_attributes__r	       f/home/james-whalen/.local/lib/python3.13/site-packages/diffusers/pipelines/consisid/pipeline_output.pyr   r      s     LLr   r   )dataclassesr   r   diffusers.utilsr   r   r	   r   r   <module>r      s)    !  & Z  r   