Commit Graph

112 Commits

Author SHA1 Message Date
comfyanonymous 97ee230682 Make highvram and normalvram shift the text encoders to vram and back.
This is faster on big text encoder models than running it on the CPU.
2023-07-01 12:37:23 -04:00
comfyanonymous 62db11683b Move unet to device right after loading on highvram mode. 2023-06-29 20:43:06 -04:00
comfyanonymous 8248babd44 Use pytorch attention by default on nvidia when xformers isn't present.
Add a new argument --use-quad-cross-attention
2023-06-26 13:03:44 -04:00
comfyanonymous f7edcfd927 Add a --gpu-only argument to keep and run everything on the GPU.
Make the CLIP model work on the GPU.
2023-06-15 15:38:52 -04:00
comfyanonymous fed0a4dd29 Some comments to say what the vram state options mean. 2023-06-04 17:51:04 -04:00
comfyanonymous 0a5fefd621 Cleanups and fixes for model_management.py
Hopefully fix regression on MPS and CPU.
2023-06-03 11:05:37 -04:00
comfyanonymous 67892b5ac5 Refactor and improve model_management code related to free memory. 2023-06-02 15:21:33 -04:00
space-nuko 499641ebf1 More accurate total 2023-06-02 00:14:41 -05:00
space-nuko b5dd15c67a System stats endpoint 2023-06-01 23:26:23 -05:00
comfyanonymous 5c38958e49 Tweak lowvram model memory so it's closer to what it was before. 2023-06-01 04:04:35 -04:00
comfyanonymous 94680732d3 Empty cache on mps. 2023-06-01 03:52:51 -04:00
comfyanonymous eb448dd8e1 Auto load model in lowvram if not enough memory. 2023-05-30 12:36:41 -04:00
comfyanonymous 3a1f47764d Print the torch device that is used on startup. 2023-05-13 17:11:27 -04:00
comfyanonymous 6fc4917634 Make maximum_batch_area take into account python2.0 attention function.
More conservative xformers maximum_batch_area.
2023-05-06 19:58:54 -04:00
comfyanonymous 678f933d38 maximum_batch_area for xformers.
Remove useless code.
2023-05-06 19:28:46 -04:00
comfyanonymous cb1551b819 Lowvram mode for gligen and fix some lowvram issues. 2023-05-05 18:11:41 -04:00
comfyanonymous 6ee11d7bc0 Fix import. 2023-05-05 00:19:35 -04:00
comfyanonymous bae4fb4a9d Fix imports. 2023-05-04 18:10:29 -04:00
comfyanonymous 056e5545ff Don't try to get vram from xpu or cuda when directml is enabled. 2023-04-29 00:28:48 -04:00
comfyanonymous 2ca934f7d4 You can now select the device index with: --directml id
Like this for example: --directml 1
2023-04-28 16:51:35 -04:00
comfyanonymous 3baded9892 Basic torch_directml support. Use --directml to use it. 2023-04-28 14:28:57 -04:00
comfyanonymous 5282f56434 Implement Linear hypernetworks.
Add a HypernetworkLoader node to use hypernetworks.
2023-04-23 12:35:25 -04:00
comfyanonymous 3696d1699a Add support for GLIGEN textbox model. 2023-04-19 11:06:32 -04:00
comfyanonymous deb2b93e79 Move code to empty gpu cache to model_management.py 2023-04-15 11:19:07 -04:00
comfyanonymous 1e1875f674 Print xformers version and warning about 0.0.18 2023-04-09 01:31:47 -04:00
comfyanonymous 64557d6781 Add a --force-fp32 argument to force fp32 for debugging. 2023-04-07 00:27:54 -04:00
comfyanonymous bceccca0e5 Small refactor. 2023-04-06 23:53:54 -04:00
藍+85CD 05eeaa2de5
Merge branch 'master' into ipex 2023-04-07 09:11:30 +08:00
藍+85CD 3e2608e12b Fix auto lowvram detection on CUDA 2023-04-06 15:44:05 +08:00
藍+85CD 7cb924f684 Use separate variables instead of `vram_state` 2023-04-06 14:24:47 +08:00
藍+85CD 84b9c0ac2f Import intel_extension_for_pytorch as ipex 2023-04-06 12:27:22 +08:00
EllangoK e5e587b1c0 seperates out arg parser and imports args 2023-04-05 23:41:23 -04:00
藍+85CD 37713e3b0a Add basic XPU device support
closed #387
2023-04-05 21:22:14 +08:00
comfyanonymous e46b1c3034 Disable xformers in VAE when xformers == 0.0.18 2023-04-04 22:22:02 -04:00
Francesco Yoshi Gobbo f55755f0d2
code cleanup 2023-03-27 06:48:09 +02:00
Francesco Yoshi Gobbo cf0098d539
no lowvram state if cpu only 2023-03-27 04:51:18 +02:00
comfyanonymous 4adcea7228 I don't think controlnets were being handled correctly by MPS. 2023-03-24 14:33:16 -04:00
Yurii Mazurevich fc71e7ea08 Fixed typo 2023-03-24 19:39:55 +02:00
Yurii Mazurevich 4b943d2b60 Removed unnecessary comment 2023-03-24 14:15:30 +02:00
Yurii Mazurevich 89fd5ed574 Added MPS device support 2023-03-24 14:12:56 +02:00
comfyanonymous 3ed4a4e4e6 Try again with vae tiled decoding if regular fails because of OOM. 2023-03-22 14:49:00 -04:00
comfyanonymous 9d0665c8d0 Add laptop quadro cards to fp32 list. 2023-03-21 16:57:35 -04:00
comfyanonymous ee46bef03a Make --cpu have priority over everything else. 2023-03-13 21:30:01 -04:00
comfyanonymous 83f23f82b8 Add pytorch attention support to VAE. 2023-03-13 12:45:54 -04:00
comfyanonymous a256a2abde --disable-xformers should not even try to import xformers. 2023-03-13 11:36:48 -04:00
comfyanonymous 0f3ba7482f Xformers is now properly disabled when --cpu used.
Added --windows-standalone-build option, currently it only opens
makes the code open up comfyui in the browser.
2023-03-12 15:44:16 -04:00
comfyanonymous afff30fc0a Add --cpu to use the cpu for inference. 2023-03-06 10:50:50 -05:00
comfyanonymous ebfcf0a9c9 Fix issue. 2023-03-03 13:18:01 -05:00
comfyanonymous fed315a76a To be really simple CheckpointLoaderSimple should pick the right type. 2023-03-03 11:07:10 -05:00
comfyanonymous c1f5855ac1 Make some cross attention functions work on the CPU. 2023-03-03 03:27:33 -05:00
comfyanonymous 69cc75fbf8 Add a way to interrupt current processing in the backend. 2023-03-02 14:42:03 -05:00
comfyanonymous 2c5f0ec681 Small adjustment. 2023-02-27 20:04:18 -05:00
comfyanonymous 86721d5158 Enable highvram automatically when vram >> ram 2023-02-27 19:57:39 -05:00
comfyanonymous 2326ff1263 Add: --highvram for when you want models to stay on the vram. 2023-02-17 21:27:02 -05:00
comfyanonymous d66415c021 Low vram mode for controlnets. 2023-02-17 15:48:16 -05:00
comfyanonymous 4efa67fa12 Add ControlNet support. 2023-02-16 10:38:08 -05:00
comfyanonymous 7e1e193f39 Automatically enable lowvram mode if vram is less than 4GB.
Use: --normalvram to disable it.
2023-02-10 00:47:56 -05:00
comfyanonymous 708138c77d Remove print. 2023-02-08 14:51:18 -05:00
comfyanonymous 853e96ada3 Increase it/s by batching together some stuff sent to unet. 2023-02-08 14:24:00 -05:00
comfyanonymous c92633eaa2 Auto calculate amount of memory to use for --lowvram 2023-02-08 11:42:37 -05:00
comfyanonymous 534736b924 Add some low vram modes: --lowvram and --novram 2023-02-08 11:37:10 -05:00
comfyanonymous a84cd0d1ad Don't unload/reload model from CPU uselessly. 2023-02-08 03:40:43 -05:00