Reduce Imagic Pipeline Memory Consumption

[andreemic]

I'm running the Imagic Stable Diffusion community pipeline and it's routinely allocating 25-38 GiB GPU vRAM which seems excessively high.

@MarkRich any ideas on how to reduce memory usage? Xformers and attention slicing brings it down to 20-25 GiB but fp16 doesn't work and memory consumption in general seems excessively high (trying to deploy on serverless GPUs)

[github-actions[bot]]

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