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vladmandic / automatic

SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
https://github.com/vladmandic/automatic
GNU Affero General Public License v3.0
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[Issue]: IPEX Cannot generate an image, only "txt2img starting" is shown #3355

Open prakal opened 3 months ago

prakal commented 3 months ago

Issue Description

  1. Run sd.next by using ./webui.sh --use-ipex after git pull
  2. Try to generate an image with no extensions enabled. I see the "txt2img starting" but no new logs in the browser or in the terminal.
  3. I also noticed that models are unable to be loaded although I can verify they are in the correct folder.
  4. I waited for more than 5 min but nothing generated
  5. Running in debug mode only provided one more log line: DEBUG sd launch Server: alive=True jobs=2 requests=102 uptime=53 memory=5.61/31.24 backend=Backend.ORIGINAL state=job='txt2img' 0/-1
  6. Running it in safe mode gives me a log line: WARNING Sampler: invalid

Version Platform Description

hash: a874b27e50a343ac55148756a0a80eafb3a7f87f OS: Ubuntu 24.04 LTS Browser: Firefox GPU: Intel ARC A770 16 GB

Relevant log output

prakal@computadora:~/SD/automatic$ ./webui.sh --use-ipex
Activate python venv: /home/prakal/SD/automatic/venv
Launch: venv/bin/python3
13:14:22-993423 INFO     Starting SD.Next                                                                                                                                                                                                   
13:14:22-996000 INFO     Logger: file="/home/prakal/SD/automatic/sdnext.log" level=INFO size=3641981 mode=append                                                                                                                                
13:14:22-996844 INFO     Python version=3.11.5 platform=Linux bin="/home/prakal/SD/automatic/venv/bin/python3" venv="/home/prakal/SD/automatic/venv"                                                                                                
13:14:23-008703 INFO     Version: app=sd.next updated=2024-07-09 hash=99c9fd28 branch=HEAD url=https://github.com/vladmandic/automatic/tree/HEAD ui=main                                                                                    
13:14:23-382143 INFO     Latest published version: a874b27e50a343ac55148756a0a80eafb3a7f87f 2024-07-24T20:16:33Z                                                                                                                            
13:14:23-384215 INFO     Platform: arch=x86_64 cpu=x86_64 system=Linux release=6.8.0-39-generic python=3.11.5                                                                                                                               
13:14:23-385274 INFO     HF cache folder: /home/prakal/.cache/huggingface/hub                                                                                                                                                                   
13:14:23-385977 INFO     Python version=3.11.5 platform=Linux bin="/home/prakal/SD/automatic/venv/bin/python3" venv="/home/prakal/SD/automatic/venv"                                                                                                
13:14:23-386716 INFO     Intel OneAPI Toolkit detected                                                                                                                                                                                      
13:14:23-429541 INFO     Verifying requirements                                                                                                                                                                                             
13:14:23-432454 INFO     Verifying packages                                                                                                                                                                                                 
13:14:23-442299 INFO     Extensions: disabled=['sdnext-modernui', 'a1111-sd-webui-lycoris', 'sd-webui-animatediff', 'Adetailer', 'ReActor']                                                                                                 
13:14:23-443129 INFO     Extensions: enabled=['LDSR', 'sd-extension-system-info', 'multidiffusion-upscaler-for-automatic1111', 'stable-diffusion-webui-images-browser', 'sd-webui-agent-scheduler', 'clip-interrogator-ext', 'Lora',        
                         'sd-extension-chainner', 'stable-diffusion-webui-rembg', 'SwinIR', 'ScuNET', 'sd-webui-controlnet'] extensions-builtin                                                                                             
13:14:23-444608 INFO     Extensions: enabled=['adetailer', 'sd-webui-reactor'] extensions                                                                                                                                                   
13:14:23-445791 INFO     Startup: standard                                                                                                                                                                                                  
13:14:23-446278 INFO     Verifying submodules                                                                                                                                                                                               
13:14:28-417758 INFO     Extensions enabled: ['LDSR', 'sd-extension-system-info', 'multidiffusion-upscaler-for-automatic1111', 'stable-diffusion-webui-images-browser', 'sd-webui-agent-scheduler', 'clip-interrogator-ext', 'Lora',        
                         'sd-extension-chainner', 'stable-diffusion-webui-rembg', 'SwinIR', 'ScuNET', 'sd-webui-controlnet', 'adetailer', 'sd-webui-reactor']                                                                               
13:14:28-418805 INFO     Verifying requirements                                                                                                                                                                                             
13:14:28-421731 INFO     Command line args: ['--use-ipex'] use_ipex=True                                                                                                                                                                    
13:14:32-783649 INFO     Load packages: {'torch': '2.1.0.post0+cxx11.abi', 'diffusers': '0.29.1', 'gradio': '3.43.2'}                                                                                                                       
13:14:33-277250 INFO     VRAM: Detected=15.91 GB Optimization=none                                                                                                                                                                          
13:14:33-279441 INFO     Engine: backend=Backend.ORIGINAL compute=ipex device=xpu attention="Scaled-Dot-Product" mode=no_grad                                                                                                               
13:14:33-280833 INFO     Device: device=Intel(R) Arc(TM) A770 Graphics n=1 ipex=2.1.20+xpu                                                                                                                                                  
13:14:33-751451 INFO     Available VAEs: path="models/VAE" items=3                                                                                                                                                                          
13:14:33-752690 INFO     Disabled extensions: ['a1111-sd-webui-lycoris', 'sdnext-modernui', 'sd-webui-animatediff']                                                                                                                         
13:14:33-755387 INFO     Available models: path="models/Stable-diffusion" items=10 time=0.00                                                                                                                                                
13:14:33-807656 INFO     LoRA networks: available=4 folders=2                                                                                                                                                                               
13:14:34-049300 INFO     Extension: script='extensions-builtin/sd-webui-agent-scheduler/scripts/task_scheduler.py' Using sqlite file: extensions-builtin/sd-webui-agent-scheduler/task_scheduler.sqlite3                                    
13:14:34-324811 INFO     Extension: script='extensions-builtin/sd-webui-controlnet/scripts/controlnet.py' Warning: ControlNet failed to load SGM - will use LDM instead.                                                                    
13:14:34-325697 INFO     Extension: script='extensions-builtin/sd-webui-controlnet/scripts/controlnet.py' ControlNet preprocessor location: /home/prakal/SD/automatic/extensions-builtin/sd-webui-controlnet/annotator/downloads                
13:14:34-331285 INFO     Extension: script='extensions-builtin/sd-webui-controlnet/scripts/hook.py' Warning: ControlNet failed to load SGM - will use LDM instead.                                                                          
13:14:35-472458 INFO     Extension: script='extensions/adetailer/scripts/!adetailer.py' [-] ADetailer initialized. version: 24.5.1, num models: 10                                                                                          
13:14:35-571234 INFO     UI theme: type=Standard name="black-teal"                                                                                                                                                                          
13:14:36-820131 INFO     Local URL: http://127.0.0.1:7860/                                                                                                                                                                                  
13:14:37-234106 INFO     [AgentScheduler] Total pending tasks: 1                                                                                                                                                                            
13:14:37-236256 INFO     [AgentScheduler] Executing task task(aqt618he83u1azt)                                                                                                                                                              
13:14:37-237178 INFO     [AgentScheduler] Registering APIs                                                                                                                                                                                  
13:14:37-283453 INFO     Select: model="epicrealism_naturalSinRC1VAE [84d76a0328]"                                                                                                                                                          
Loading model: /home/prakal/SD/automatic/models/Stable-diffusion/epicrealism_naturalSinRC1VAE.safetensors ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0.0/2.1 GB -:--:--13:14:37-379678 INFO     Torch override dtype: no-half set
13:14:37-382612 INFO     Torch override VAE dtype: no-half set                                                                                                                                                                              
13:14:37-388173 INFO     Setting Torch parameters: device=xpu dtype=torch.float32 vae=torch.float32 unet=torch.float32 context=no_grad fp16=None bf16=None optimization=Scaled-Dot-Product                                                  
Loading model: /home/prakal/SD/automatic/models/Stable-diffusion/epicrealism_naturalSinRC1VAE.safetensors ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0.0/2.1 GB -:--:--
13:14:37-398093 INFO     Startup time: 8.97 torch=3.65 gradio=0.54 diffusers=0.16 libraries=0.88 samplers=0.09 extensions=1.78 ui-en=0.06 ui-txt2img=0.10 ui-img2img=0.12 ui-settings=0.11 ui-extensions=0.60 ui-defaults=0.07 launch=0.11  
                         api=0.08 app-started=0.47                                                                                                                                                                                          
13:14:43-092443 INFO     LDM: LatentDiffusion: mode=eps                                                                                                                                                                                     
13:14:43-093336 INFO     LDM: DiffusionWrapper params=859.52M                                                                                                                                                                               
13:14:43-094041 INFO     Autodetect: model="Stable Diffusion" class=StableDiffusionPipeline file="/home/prakal/SD/automatic/models/Stable-diffusion/epicrealism_naturalSinRC1VAE.safetensors" size=2034MB                                       
13:14:44-403914 INFO     Applied IPEX Optimize.                                                                                                                                                                                             
13:14:44-404779 INFO     Cross-attention: optimization=Scaled-Dot-Product                                                                                                                                                                   
13:14:50-315676 INFO     MOTD: N/A                                                                                                                                                                                                          
13:15:09-514179 INFO     Browser session: user=None client=127.0.0.1 agent=Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:127.0) Gecko/20100101 Firefox/127.0

Backend

Original

UI

Standard

Branch

Master

Model

StableDiffusion 1.5

Acknowledgements

brknsoul commented 3 months ago

First blush; use diffusers backend. Second blush; ensure Sampler isn't set to Default. Use something like Euler a or DPM 2M.

Disty0 commented 3 months ago 
WARNING  Sampler: invalid

What sampler did you use? If you changed back to Original backend for some reason, don't forget to clear the browser caches. Also don't expect any more support on the Original backed. Use the default Diffusers backend.

Also do you have any particular reason to use FP32? dtype=torch.float32 vae=torch.float32

prakal commented 3 months ago

Thanks for the help, all. I used the default sampler. I will clear cache and retry, however I also did a fresh install of Chrome and encountered the same error.

Got it, will switch to Diffusers backend. I recall having trouble getting ControlNet working on it, but can look into it again.

No particular reason for FP32.

brknsoul commented 3 months ago

SD.Next has its own implementation of ControlNet while in the Diffusers backend. This can be found on the Control Tab. Classic ControlNet functions can be found by scrolling down and expanding the Control elements accordion;

chrome_AuE0J99ePg

prakal commented 3 months ago

SD.Next has its own implementation of ControlNet while in the Diffusers backend. This can be found on the Control Tab. Classic ControlNet functions can be found by scrolling down and expanding the Control elements accordion;

chrome_AuE0J99ePg chrome_AuE0J99ePg

Thanks for letting me know, once I get things working with Diffusers backend, I will give it a try.

prakal commented 3 months ago 
WARNING  Sampler: invalid

What sampler did you use? If you changed back to Original backend for some reason, don't forget to clear the browser caches. Also don't expect any more support on the Original backed. Use the default Diffusers backend.

Also do you have any particular reason to use FP32? dtype=torch.float32 vae=torch.float32

I used the Diffusers backend, cleared cache, switched to FP16, but still encountering the same issues. One weird thing, when I click on System > Models and Networks, I see none at all. I haven't modified the folder structure, they are under automatic/models/Stable-diffusion/.

Also, when I run it in safe mode and load a model, I see:

Loading pipeline components...   0%

and it stays that way for more than 3 min

RichardAblitt commented 3 months ago

There's a bug with the latest kernel in Ubuntu 24.04 for Intel graphics, I think this is the same problem I've had. It worked for me when I went back to linux image 6.8.0-36.

vladmandic commented 2 months ago

what is the status of this issue?

prakal commented 2 months ago

Still no luck. I tried kernel 6.8.0-38 and see the error:

[W Device.cpp:127] Warning: XPU Device count is zero! (function initGlobalDevicePoolState)

I triaged this error to https://github.com/vladmandic/automatic/issues/3201 and updated my intel-compute-runtime but it still fails. I haven't gotten around to downgrading my kernel to 6.8.0-36 as per https://github.com/vladmandic/automatic/issues/3355#issuecomment-2269805851 yet, but that's likely my next step.

Disty0 commented 2 months ago

Use Linux Kernel 6.10.

prakal commented 1 month ago

Use Linux Kernel 6.10.

Using linux kernel 6.10.10-061010-generic but still no luck. intel-opencl-icd is at latest: 24.35.30872.22

I tried it with combinations of ipex and torch installations as well, but it errors:

[W Device.cpp:127] Warning: XPU Device count is zero! (function initGlobalDevicePoolState)
Segmentation fault (core dumped)