Add optional precision-preserving preprocessing for examples/unconditional_image_generation/train_unconditional.py (#12596)
* Add optional precision-preserving preprocessing
* Document decoder caveat for precision flag
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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>