o GÆÏiµã@sHddlmZddlZddlZddlZddlmZeGdd„deƒƒZ dS)é)Ú dataclassNé)Ú BaseOutputc@s2eZdZUdZejejBeee j j Be d<dS)ÚAnimateDiffPipelineOutputaµ 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)` ÚframesN) Ú__name__Ú __module__Ú __qualname__Ú__doc__ÚtorchÚTensorÚnpÚndarrayÚlistÚPILÚImageÚ__annotations__©rrúc/home/ubuntu/.local/lib/python3.10/site-packages/diffusers/pipelines/animatediff/pipeline_output.pyr s $ r) Ú dataclassesrÚnumpyr Ú PIL.Imagerr ÚutilsrrrrrrÚs