Open BlackWyvern opened 1 month ago
Hello, I made an account to speak about this issue. It is very frustrating, but I've at least found out a bit about it. It isn't related to xformers, as disabling and enabling it makes no difference. It happens on CUDA 11.8, CUDA 12.1 and CUDA 12.1.1, and Pytorch 2.1.2 and 2.3.1.
It's a 0xc0000005 error, which is related to seg faults in Windows and is caused by lib\site-packages\torch\lib\c10.dll
.
Rolling back to torch 2.0.1+cu118 currently solves the issue, at least for me. This should imply that some change has been made to torch since then, perhaps in the c10 library that causes a segfault. Unfortunately I don't have the familiarity with pytorch or ai programming to suggest what change this actually is.
If someone has any insight what causes this sort of crash in the generation process and create a tangible issue on the Pytorch Github, I would be grateful if you did so.
In case anyone doesn't know the actual commands to do so, I just ran this in the root dir of my webui install.
call venv/Scripts/activate.bat
pip install torch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 --index-url https://download.pytorch.org/whl/cu118
# (if you want to rollback xformers)
pip install --pre -U xformers torch==2.0.1
Followed the above commands. Not sure how to roll back cuda versions though.
Faulting application name: bad_module_info, version: 0.0.0.0, time stamp: 0x00000000 Faulting module name: unknown, version: 0.0.0.0, time stamp: 0x00000000 Exception code: 0xc0000005 Fault offset: 0x00007ffd09145474 Faulting process id: 0x3c34 Faulting application start time: 0x01dad37ae8a95888 Faulting application path: bad_module_info Faulting module path: unknown Report Id: a2da468a-7006-4c8c-9a92-6d02d8513f29 Faulting package full name: Faulting package-relative application ID:
Application: mmc.exe Framework Version: v4.0.30319 Description: The process was terminated due to an unhandled exception. Exception Info: exception code e0434352, exception address 00007FFD6E25BA99 Stack:
Faulting application name: dwm.exe, version: 10.0.19041.4355, time stamp: 0x6564cf4e Faulting module name: KERNELBASE.dll, version: 10.0.19041.4522, time stamp: 0xf7a99bd4 Exception code: 0xc00001ad Fault offset: 0x000000000012d332 Faulting process id: 0x1090 Faulting application start time: 0x01dad2cabb96cec4 Faulting application path: C:\Windows\system32\dwm.exe Faulting module path: C:\Windows\System32\KERNELBASE.dll Report Id: 36bd6217-4ba4-411f-8e2e-fce036a69f15 Faulting package full name: Faulting package-relative application ID:
I haven't seen that one before. You don't necessarily need to roll back cuda, you just need to make sure Cuda 11.8 is installed. *In other words, at least for me, it works now despite the fact Cuda 11.8 and 12.1.1 are installed simultaneously. CUDA 11.8 Download Archive Restart your pc after to be sure, but as long as CUDA 11.8 is on your system it should work.
--index-url https://download.pytorch.org/whl/cu118
ensures that pip installs the version of pytorch 2.0.1 that was built with cuda 11.8.
If it didn't work try using --force-reinstall
with the first pip command.
Thank you for this solution, it works well! Interestingly, it began when I switched my graphics card from 1070 to 3060. I could generate 1-2 times and then crash in the end of the next run. At the same time I used ComfyUI with '2.3.0+cu121' and had no problems.
Thank you for this solution, it works well! Interestingly, it began when I switched my graphics card from 1070 to 3060. I could generate 1-2 times and then crash in the end of the next run. At the same time I used ComfyUI with '2.3.0+cu121' and had no problems.
Thank you for mentioning that 2.3.0 still works on ComfyUI! In that case, it's still possible to be related to sd-webui's image generation implementation, perhaps specifically for SDXL. I am curious why changing the torch version would cause a segfault, because every error should have a sanitized exception. Nonetheless there might be a workaround on sd-webui's end that can be done to mitigate this.
Installed the cuda kit as instructed. Still getting faults, but at least it's showing c10.dll again? Also managed to get it to hard fault, once necessitating a full restart.
The error still and always occurs at 100% completion before the image is decoded/saved/displayed or whatever happens there. If that helps narrow anything down.
Faulting application name: python.exe, version: 3.10.11150.1013, time stamp: 0x642cc427 Faulting module name: c10.dll, version: 0.0.0.0, time stamp: 0x6578c6fe Exception code: 0xc0000005 Fault offset: 0x0000000000055474 Faulting process id: 0x3724 Faulting application start time: 0x01dad3e9bcdcb909 Faulting application path: I:\Python\Python3-10-6\python.exe Faulting module path: I:\Stable Diffusion\venv\lib\site-packages\torch\lib\c10.dll Report Id: f392d87e-8bd7-4242-a5b8-d73f082cfa9c Faulting package full name: Faulting package-relative application ID:
I found an issue that seems to be heavily or directly related to this. It seems it's definitely some combination of an issue with how sd-webui is handling SDXL and SDXL loras, along with more recent version of pytorch. But there should definitely be a problem with the webui code itself, as SDXL can barely work on my computer with 32GB of ram running at 6200mhz and 32gb of page files. It might crash in part due to this memory mismanagement.
Installed the cuda kit as instructed. Still getting faults, but at least it's showing c10.dll again? Also managed to get it to hard fault, once necessitating a full restart.
The error still and always occurs at 100% completion before the image is decoded/saved/displayed or whatever happens there. If that helps narrow anything down.
Faulting application name: python.exe, version: 3.10.11150.1013, time stamp: 0x642cc427 Faulting module name: c10.dll, version: 0.0.0.0, time stamp: 0x6578c6fe Exception code: 0xc0000005 Fault offset: 0x0000000000055474 Faulting process id: 0x3724 Faulting application start time: 0x01dad3e9bcdcb909 Faulting application path: I:\Python\Python3-10-6\python.exe Faulting module path: I:\Stable Diffusion\venv\lib\site-packages\torch\lib\c10.dll Report Id: f392d87e-8bd7-4242-a5b8-d73f082cfa9c Faulting package full name: Faulting package-relative application ID:
You can also try disabling system memory fallback for later nvidia drivers which seems to have some extreme disagreements with pytorch and stable diffusion. Not sure if RAM can handle anything without it though.
Did a clean driver reinstall. And disabled memory fallback. I managed to get it to do one generation properly.
Then it segfaulted on c10.dll again.
I was getting this error with all variants of this model (Ratatoskr) https://civitai.com/models/192854/ratatoskr-animal-creature-and-furry.
Same exception code/location and faulting module. After mucking about with other fixes people suggested, it has been completely solved when I realised that I had a swap of 0MB set (because I'm using ssds and have 32gb of ram). I set a min swap of 8192mb and max of 32768mb and it's now working just fine. Haven't tried with lower values yet.
This could be infact an Nvidia issue, but oddly enough this doesn't happen in ComfyUI. I did notice it happening when VRAM memory is near or maxed out (Even on a 3090)
I'd thought I post this up in case someone has time to try it on a clean install. I did downgrade pyTorch to 2.0.1 and use cu118 as @Allwhey mentioned, but still crashed, didn't work for me.
I seem to get a different fault from the start from everyone else, though. Check your windows event log in case you get that random "press key to continue..." error with no error.
Exception 0xc0000005 is an Access Violation Exception.
Faulting application name: python.exe, version: 3.10.10150.1013, time stamp: 0x63e2893e Faulting module name: nvcuda64.dll, version: 32.0.15.5599, time stamp: 0x665baccb Exception code: 0xc0000005 Fault offset: 0x00000000003e862f Faulting process id: 0x0xEBF0 Faulting application start time: 0x0x1DAE3D33D3B2742 Faulting application path: C:\Users\kmax\AppData\Local\Programs\Python\Python310\python.exe Faulting module path: C:\WINDOWS\system32\DriverStore\FileRepository\nv_dispsig.inf_amd64_e6cac7f31a92d62e\nvcuda64.dll Report Id: 934672f3-76b6-4ef7-abc9-6803a77fd56e Faulting package full name: Faulting package-relative application ID:
I have been having this issue with multiple gpu rig 3090, 2080ti, 3060, p102-100. Windows 11. 32GB of Ram. I've got 5 GPUs + 2 CPUs (x99 motherboard, dual Xeon e5-2630 v4s 20 core 40 thread 2.2GHz). I can get a pretty consistent crash. I'm using a discord bot and two instances on my 2080tis in --api --nowebui. When I queue up multiple generations it crashes. When I queue one image at a time and give it some time between queues it doesn't crash. Python, DWM, and Nvidia driver all show errors around the time of crash. I've played with --lowram, --medvram. I never seem to run out of vram or ram. Using about half of vram. Maybe 29 of 32 GB of ram utilization when I queue a ton up.
I run a third instance on my 3090 in webui and it crashes, just not as often.
I don't know if my rambling helps narrow it down at all. I can provide logs and junk and a more detailed systeminfo if needed.
edit: probably should have mentioned it happens when I hit 100% on the current generation and says "Press any key to continue" unless it crashes the DWM, in which case I can't see.
Checklist
What happened?
Whilst trying to generate any image via any model in SDXL I am met with with either a "Press any key to continue..." error. Or a hard memory access fault for python.exe.
It'll also take out several other background applications when it crashes like this.
A post in this thread suggested checking event viewer on these crashes.
Faulting application name: python.exe, version: 3.10.11150.1013, time stamp: 0x642cc427 Faulting module name: c10.dll, version: 0.0.0.0, time stamp: 0x6578c6fe Exception code: 0xc0000005 Fault offset: 0x0000000000055474 Faulting process id: 0x39bc Faulting application start time: 0x01dad2c9928bde49 Faulting application path: I:\Python\Python3-10-6\python.exe Faulting module path: I:\Stable Diffusion\venv\lib\site-packages\torch\lib\c10.dll Report Id: fac5843a-d536-4688-b8ca-2ce2e46d2d27 Faulting package full name: Faulting package-relative application ID:
Steps to reproduce the problem
Load any SDXL model. Hit generate. Doesn't even need a prompt.
What should have happened?
Make images.
Shouldn't nuke Discord, Steam, and DWM.exe all at once.
What browsers do you use to access the UI ?
Mozilla Firefox
Sysinfo
sysinfo-2024-07-10-13-24.json
Console logs
Additional information
No response