implementation.  ControlNetOutput  class diffusers.models.controlnet.ControlNetOutput  < source > ( down_block_res_samples: Tuple mid_block_res_sample: Tensor  )   Parameters   down_block_res_samples (tuple[torch.Tensor]) —
A tuple of downsample activations at different resolutions for each downsampling block. Each tensor should
be of shape (batch_size, channel * resolution, height //resolution, width // resolution). Output can be
used to condi