Textual inv save log memory (#2184)
* Quality check and adding tokenizer
* Adapted stable diffusion to mixed precision+finished up style fixes
* Fixed based on patrick's review
* Fixed oom from number of validation images
* Removed unnecessary np.array conversion
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Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
