Commit Graph

120 Commits

Author SHA1 Message Date
comfyanonymous 798c90e1c0 Fix pytorch 2.0 cross attention not working. 2023-03-05 14:14:54 -05:00
comfyanonymous c1f5855ac1 Make some cross attention functions work on the CPU. 2023-03-03 03:27:33 -05:00
comfyanonymous 1a612e1c74 Add some pytorch scaled_dot_product_attention code for testing.
--use-pytorch-cross-attention to use it.
2023-03-02 17:01:20 -05:00
comfyanonymous 9502ee45c3 Hopefully fix a strange issue with xformers + lowvram. 2023-02-28 13:48:52 -05:00
comfyanonymous fcb25d37db Prepare for t2i adapter. 2023-02-24 23:36:17 -05:00
comfyanonymous c9daec4c89 Remove prints that are useless when xformers is enabled. 2023-02-21 22:16:13 -05:00
comfyanonymous 09f1d76ed8 Fix an OOM issue. 2023-02-17 16:21:01 -05:00
comfyanonymous 4efa67fa12 Add ControlNet support. 2023-02-16 10:38:08 -05:00
comfyanonymous 1a4edd19cd Fix overflow issue with inplace softmax. 2023-02-10 11:47:41 -05:00
comfyanonymous 509c7dfc6d Use real softmax in split op to fix issue with some images. 2023-02-10 03:13:49 -05:00
comfyanonymous 1f6a467e92 Update ldm dir with latest upstream stable diffusion changes. 2023-02-09 13:47:36 -05:00
comfyanonymous 773cdabfce Same thing but for the other places where it's used. 2023-02-09 12:43:29 -05:00
comfyanonymous df40d4f3bf torch.cuda.OutOfMemoryError is not present on older pytorch versions. 2023-02-09 12:33:27 -05:00
comfyanonymous e8c499ddd4 Split optimization for VAE attention block. 2023-02-08 22:04:20 -05:00
comfyanonymous 5b4e312749 Use inplace operations for less OOM issues. 2023-02-08 22:04:13 -05:00
comfyanonymous 047775615b Lower the chances of an OOM. 2023-02-08 14:24:27 -05:00
comfyanonymous 1daccf3678 Run softmax in place if it OOMs. 2023-01-30 19:55:01 -05:00
comfyanonymous 50db297cf6 Try to fix OOM issues with cards that have less vram than mine. 2023-01-29 00:50:46 -05:00
comfyanonymous 051f472e8f Fix sub quadratic attention for SD2 and make it the default optimization. 2023-01-25 01:22:43 -05:00
comfyanonymous 220afe3310 Initial commit. 2023-01-16 22:37:14 -05:00