bidddlmZddlmZmZddlZddlZddl Z ddl m Z eGdde Z y)) dataclass)ListUnionN) BaseOutputceZdZUdZeej eje e e jjfe d<y)AnimateDiffPipelineOutputa Output class for AnimateDiff 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)` framesN) __name__ __module__ __qualname____doc__rtorchTensornpndarrayrPILImage__annotations__j/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/diffusers/pipelines/animatediff/pipeline_output.pyr r s5  %,, Dciioo1F,GG HHrr ) dataclassesrtypingrrnumpyr PIL.Imagerrutilsrr rrrrs5!   I I  Ir