o p’×iÙã@sXddlmZddlmZmZddlZddlZddl Z ddl m Z eGdd„de ƒƒZ dS)é)Ú dataclass)ÚListÚUnionNé)Ú BaseOutputc@s4eZdZUdZeejeje e e j j fe 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__rÚtorchÚTensorÚnpÚndarrayrÚPILÚImageÚ__annotations__©rrúm/home/ubuntu/SoloSpeech/.venv/lib/python3.10/site-packages/diffusers/pipelines/animatediff/pipeline_output.pyr s & r) Ú dataclassesrÚtypingrrÚnumpyrÚ PIL.Imagerr ÚutilsrrrrrrÚs