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126 Commits (1cb3f6a83b06f3100cfe9d198a76711809ab4234)

Author SHA1 Message Date
comfyanonymous 83f23f82b8 Add pytorch attention support to VAE.
2 years ago
comfyanonymous a256a2abde --disable-xformers should not even try to import xformers.
2 years ago
comfyanonymous 0f3ba7482f Xformers is now properly disabled when --cpu used.
2 years ago
comfyanonymous 1de86851b1 Try to fix memory issue.
2 years ago
edikius 165be5828a
Fixed import (#44)
2 years ago
comfyanonymous cc8baf1080 Make VAE use common function to get free memory.
2 years ago
comfyanonymous 798c90e1c0 Fix pytorch 2.0 cross attention not working.
2 years ago
comfyanonymous c1f5855ac1 Make some cross attention functions work on the CPU.
2 years ago
comfyanonymous 1a612e1c74 Add some pytorch scaled_dot_product_attention code for testing.
2 years ago
comfyanonymous 9502ee45c3 Hopefully fix a strange issue with xformers + lowvram.
2 years ago
comfyanonymous fcb25d37db Prepare for t2i adapter.
2 years ago
comfyanonymous c9daec4c89 Remove prints that are useless when xformers is enabled.
2 years ago
comfyanonymous 09f1d76ed8 Fix an OOM issue.
2 years ago
comfyanonymous 4efa67fa12 Add ControlNet support.
2 years ago
comfyanonymous 1a4edd19cd Fix overflow issue with inplace softmax.
2 years ago
comfyanonymous 509c7dfc6d Use real softmax in split op to fix issue with some images.
2 years ago
comfyanonymous 1f6a467e92 Update ldm dir with latest upstream stable diffusion changes.
2 years ago
comfyanonymous 773cdabfce Same thing but for the other places where it's used.
2 years ago
comfyanonymous df40d4f3bf torch.cuda.OutOfMemoryError is not present on older pytorch versions.
2 years ago
comfyanonymous e8c499ddd4 Split optimization for VAE attention block.
2 years ago
comfyanonymous 5b4e312749 Use inplace operations for less OOM issues.
2 years ago
comfyanonymous 047775615b Lower the chances of an OOM.
2 years ago
comfyanonymous 1daccf3678 Run softmax in place if it OOMs.
2 years ago
comfyanonymous 50db297cf6 Try to fix OOM issues with cards that have less vram than mine.
2 years ago
comfyanonymous 051f472e8f Fix sub quadratic attention for SD2 and make it the default optimization.
2 years ago
comfyanonymous 220afe3310 Initial commit.
2 years ago