ly discouraged to make use of [`torch.autocast`](https://pytorch.org/docs/stable/amp.html#torch.autocast) in any of the pipelines as it can lead to black images and is always slower than using pure 
  float16 precision.


Sliced attention for additional memory savings
	
For even additional memory savings, you can use a sliced version of attention that performs the computation in steps instead of all at once.
Attention slicing is useful even if 