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prodigy optimizer added | wandb fix for multigpu training | adafactor: fix bugs, make it work like AdamW. added --adafactor_relative_step for the truly adventurous | fix xformers / other deps | zsnr: do not use betas from ddim sampler, instead use ddpm directly | adamw: fix non-8bit optimizer settings for LR not being passed in | text embed cache: add write thread progress bar, slow write warning and delay for encoding when we hit the buffer size.
#305