Commit Graph

1081 Commits

Author SHA1 Message Date
comfyanonymous
c7427375ee Prioritize freeing partially offloaded models first. 2024-09-04 19:47:32 -04:00
Jedrzej Kosinski
f04229b84d
Add emb_patch support to UNetModel forward (#4779) 2024-09-04 14:35:15 -04:00
Silver
f067ad15d1
Make live preview size a configurable launch argument (#4649)
* Make live preview size a configurable launch argument

* Remove import from testing phase

* Update cli_args.py
2024-09-03 19:16:38 -04:00
comfyanonymous
483004dd1d Support newer glora format. 2024-09-03 17:02:19 -04:00
comfyanonymous
00a5d08103 Lower fp8 lora memory usage. 2024-09-03 01:25:05 -04:00
comfyanonymous
d043997d30 Flux onetrainer lora. 2024-09-02 08:22:15 -04:00
comfyanonymous
8d31a6632f Speed up inference on nvidia 10 series on Linux. 2024-09-01 17:29:31 -04:00
comfyanonymous
b643eae08b Make minimum_inference_memory() depend on --reserve-vram 2024-09-01 01:18:34 -04:00
comfyanonymous
935ae153e1 Cleanup. 2024-08-30 12:53:59 -04:00
Chenlei Hu
e91662e784
Get logs endpoint & system_stats additions (#4690)
* Add route for getting output logs

* Include ComfyUI version

* Move to own function

* Changed to memory logger

* Unify logger setup logic

* Fix get version git fallback

---------

Co-authored-by: pythongosssss <125205205+pythongosssss@users.noreply.github.com>
2024-08-30 12:46:37 -04:00
comfyanonymous
63fafaef45 Fix potential issue with hydit controlnets. 2024-08-30 04:58:41 -04:00
comfyanonymous
6eb5d64522 Fix glora lowvram issue. 2024-08-29 19:07:23 -04:00
comfyanonymous
10a79e9898 Implement model part of flux union controlnet. 2024-08-29 18:41:22 -04:00
comfyanonymous
ea3f39bd69 InstantX depth flux controlnet. 2024-08-29 02:14:19 -04:00
comfyanonymous
b33cd61070 InstantX canny controlnet. 2024-08-28 19:02:50 -04:00
comfyanonymous
d31e226650 Unify RMSNorm code. 2024-08-28 16:56:38 -04:00
comfyanonymous
38c22e631a Fix case where model was not properly unloaded in merging workflows. 2024-08-27 19:03:51 -04:00
Chenlei Hu
6bbdcd28ae
Support weight padding on diff weight patch (#4576) 2024-08-27 13:55:37 -04:00
comfyanonymous
ab130001a8 Do RMSNorm in native type. 2024-08-27 02:41:56 -04:00
comfyanonymous
2ca8f6e23d Make the stochastic fp8 rounding reproducible. 2024-08-26 15:12:06 -04:00
comfyanonymous
7985ff88b9 Use less memory in float8 lora patching by doing calculations in fp16. 2024-08-26 14:45:58 -04:00
comfyanonymous
c6812947e9 Fix potential memory leak. 2024-08-26 02:07:32 -04:00
comfyanonymous
9230f65823 Fix some controlnets OOMing when loading. 2024-08-25 05:54:29 -04:00
comfyanonymous
8ae23d8e80 Fix onnx export. 2024-08-23 17:52:47 -04:00
comfyanonymous
7df42b9a23 Fix dora. 2024-08-23 04:58:59 -04:00
comfyanonymous
5d8bbb7281 Cleanup. 2024-08-23 04:06:27 -04:00
comfyanonymous
2c1d2375d6 Fix. 2024-08-23 04:04:55 -04:00
Simon Lui
64ccb3c7e3
Rework IPEX check for future inclusion of XPU into Pytorch upstream and do a bit more optimization of ipex.optimize(). (#4562) 2024-08-23 03:59:57 -04:00
Scorpinaus
9465b23432
Added SD15_Inpaint_Diffusers model support for unet_config_from_diffusers_unet function (#4565) 2024-08-23 03:57:08 -04:00
comfyanonymous
c0b0da264b Missing imports. 2024-08-22 17:20:51 -04:00
comfyanonymous
c26ca27207 Move calculate function to comfy.lora 2024-08-22 17:12:00 -04:00
comfyanonymous
7c6bb84016 Code cleanups. 2024-08-22 17:05:12 -04:00
comfyanonymous
c54d3ed5e6 Fix issue with models staying loaded in memory. 2024-08-22 15:58:20 -04:00
comfyanonymous
c7ee4b37a1 Try to fix some lora issues. 2024-08-22 15:32:18 -04:00
David
7b70b266d8
Generalize MacOS version check for force-upcast-attention (#4548)
This code automatically forces upcasting attention for MacOS versions 14.5 and 14.6. My computer returns the string "14.6.1" for `platform.mac_ver()[0]`, so this generalizes the comparison to catch more versions.

I am running MacOS Sonoma 14.6.1 (latest version) and was seeing black image generation on previously functional workflows after recent software updates. This PR solved the issue for me.

See comfyanonymous/ComfyUI#3521
2024-08-22 13:24:21 -04:00
comfyanonymous
8f60d093ba Fix issue. 2024-08-22 10:38:24 -04:00
comfyanonymous
843a7ff70c fp16 is actually faster than fp32 on a GTX 1080. 2024-08-21 23:23:50 -04:00
comfyanonymous
a60620dcea Fix slow performance on 10 series Nvidia GPUs. 2024-08-21 16:39:02 -04:00
comfyanonymous
015f73dc49 Try a different type of flux fp16 fix. 2024-08-21 16:17:15 -04:00
comfyanonymous
904bf58e7d Make --fast work on pytorch nightly. 2024-08-21 14:01:41 -04:00
Svein Ove Aas
5f50263088
Replace use of .view with .reshape (#4522)
When generating images with fp8_e4_m3 Flux and batch size >1, using --fast, ComfyUI throws a "view size is not compatible with input tensor's size and stride" error pointing at the first of these two calls to view.

As reshape is semantically equivalent to view except for working on a broader set of inputs, there should be no downside to changing this. The only difference is that it clones the underlying data in cases where .view would error out. I have confirmed that the output still looks as expected, but cannot confirm that no mutable use is made of the tensors anywhere.

Note that --fast is only marginally faster than the default.
2024-08-21 11:21:48 -04:00
comfyanonymous
03ec517afb Remove useless line, adjust windows default reserved vram. 2024-08-21 00:47:19 -04:00
comfyanonymous
510f3438c1 Speed up fp8 matrix mult by using better code. 2024-08-20 22:53:26 -04:00
comfyanonymous
ea63b1c092 Simpletrainer lycoris format. 2024-08-20 12:05:13 -04:00
comfyanonymous
9953f22fce Add --fast argument to enable experimental optimizations.
Optimizations that might break things/lower quality will be put behind
this flag first and might be enabled by default in the future.

Currently the only optimization is float8_e4m3fn matrix multiplication on
4000/ADA series Nvidia cards or later. If you have one of these cards you
will see a speed boost when using fp8_e4m3fn flux for example.
2024-08-20 11:55:51 -04:00
comfyanonymous
d1a6bd6845 Support loading long clipl model with the CLIP loader node. 2024-08-20 10:46:36 -04:00
comfyanonymous
83dbac28eb Properly set if clip text pooled projection instead of using hack. 2024-08-20 10:46:36 -04:00
comfyanonymous
538cb068bc Make cast_to a nop if weight is already good. 2024-08-20 10:46:36 -04:00
comfyanonymous
1b3eee672c Fix potential issue with multi devices. 2024-08-20 10:46:36 -04:00
comfyanonymous
9eee470244 New load_text_encoder_state_dicts function.
Now you can load text encoders straight from a list of state dicts.
2024-08-19 17:36:35 -04:00