AUTOMATIC1111 / stable-diffusion-webui

Stable Diffusion web UI
GNU Affero General Public License v3.0
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[Bug]: [EDIT-figured out the problem, still a bug] --lowvram only able to generate one good image #14596

Closed silverhammer751 closed 8 months ago

silverhammer751 commented 8 months ago

Checklist

What happened?

When I generate images, the first image looks fine. After that, every other image gets worse and worse, even with the same exact perameters.

(Also, the quality of images, even when they generate "correctly" is crap compared to what I'm used to getting.)

Steps to reproduce the problem

  1. Generate an image
  2. Generate the image again.

After disabling all my extensions, I got a couple more images before the issue returned.

What should have happened?

The image should be identical based on seed and settings.

What browsers do you use to access the UI ?

Brave

Sysinfo

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"LAZY", "nvidia_driver_version": "546.29", "nvidia_gpu_models": "GPU 0: NVIDIA GeForce RTX 2070 SUPER", "cudnn_version": null, "pip_version": "pip3", "pip_packages": [ "numpy==1.23.5", "open-clip-torch==2.20.0", "pytorch-lightning==1.9.4", "torch==2.0.1+cu118", "torchdiffeq==0.2.3", "torchmetrics==1.2.1", "torchsde==0.2.6", "torchvision==0.15.2+cu118" ], "conda_packages": null, "hip_compiled_version": "N/A", "hip_runtime_version": "N/A", "miopen_runtime_version": "N/A", "caching_allocator_config": "", "is_xnnpack_available": "True", "cpu_info": [ "Architecture=9", "CurrentClockSpeed=3600", "DeviceID=CPU0", "Family=107", "L2CacheSize=3072", "L2CacheSpeed=", "Manufacturer=AuthenticAMD", "MaxClockSpeed=3600", "Name=AMD Ryzen 5 3600 6-Core Processor ", "ProcessorType=3", "Revision=28928" ] }, "Exceptions": [], "CPU": { "model": "AMD64 Family 23 Model 113 Stepping 0, AuthenticAMD", "count logical": 12, "count physical": 6 }, "RAM": { "total": "32GB", "used": "20GB", "free": "12GB" }, "Extensions": [ { "name": "sd-dynamic-prompts", "path": "D:\stable-diffusion-webui\extensions\sd-dynamic-prompts", "version": "284d3ef3", "branch": "main", "remote": "https://github.com/adieyal/sd-dynamic-prompts.git" }, { "name": "sd-webui-infinite-image-browsing", "path": "D:\stable-diffusion-webui\extensions\sd-webui-infinite-image-browsing", "version": "2384fb18", "branch": "main", "remote": "https://github.com/zanllp/sd-webui-infinite-image-browsing.git" }, { "name": "sd-webui-regional-prompter", "path": "D:\stable-diffusion-webui\extensions\sd-webui-regional-prompter", "version": "3a759b72", "branch": "main", "remote": "https://github.com/hako-mikan/sd-webui-regional-prompter.git" }, { "name": "ultimate-upscale-for-automatic1111", "path": "D:\stable-diffusion-webui\extensions\ultimate-upscale-for-automatic1111", "version": "728ffcec", "branch": "master", "remote": "https://github.com/Coyote-A/ultimate-upscale-for-automatic1111.git" } ], "Inactive extensions": [ { "name": 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"h11==0.12.0", "httpcore==0.15.0", "httpx==0.24.1", "huggingface-hub==0.20.2", "idna==3.6", "imageio==2.33.1", "importlib-metadata==7.0.1", "importlib-resources==6.1.1", "inflection==0.5.1", "jinja2==3.1.2", "jsonmerge==1.8.0", "jsonschema-specifications==2023.12.1", "jsonschema==4.20.0", "kiwisolver==1.4.5", "kornia==0.6.7", "lark==1.1.2", "lazy-loader==0.3", "lightning-utilities==0.10.0", "llvmlite==0.41.1", "lmdb==1.4.1", "lpips==0.1.4", "markdown==3.5.1", "markupsafe==2.1.3", "matplotlib==3.8.2", "mpmath==1.3.0", "multidict==6.0.4", "networkx==3.2.1", "numba==0.58.1", "numpy==1.23.5", "oauthlib==3.2.2", "omegaconf==2.2.3", "open-clip-torch==2.20.0", "opencv-python==4.9.0.80", "orjson==3.9.10", "packaging==23.2", "pandas==2.1.4", "piexif==1.1.3", "pillow==9.5.0", "pip==22.2.1", "platformdirs==4.1.0", "protobuf==3.20.0", "psutil==5.9.5", "pyasn1-modules==0.3.0", "pyasn1==0.5.1", "pydantic==1.10.13", "pydub==0.25.1", "pyfunctional==1.4.3", "pyparsing==3.1.1", "pysocks==1.7.1", "python-dateutil==2.8.2", "python-dotenv==1.0.0", "python-multipart==0.0.6", "pytorch-lightning==1.9.4", "pytz==2023.3.post1", "pywavelets==1.5.0", "pyyaml==6.0.1", "realesrgan==0.3.0", "referencing==0.32.1", "regex==2023.12.25", "requests-oauthlib==1.3.1", "requests==2.31.0", "resize-right==0.0.2", "rpds-py==0.16.2", "rsa==4.9", "safetensors==0.3.1", "scikit-image==0.21.0", "scipy==1.11.4", "semantic-version==2.10.0", "send2trash==1.8.2", "sentencepiece==0.1.99", "setuptools==63.2.0", "six==1.16.0", "smmap==5.0.1", "sniffio==1.3.0", "soupsieve==2.5", "starlette==0.26.1", "sympy==1.12", "tabulate==0.9.0", "tb-nightly==2.16.0a20240108", "tensorboard-data-server==0.7.2", "tf-keras-nightly==2.16.0.dev2024010810", "tifffile==2023.12.9", "timm==0.9.2", "tokenizers==0.13.3", "tomesd==0.1.3", "tomli==2.0.1", "toolz==0.12.0", "torch==2.0.1+cu118", "torchdiffeq==0.2.3", "torchmetrics==1.2.1", "torchsde==0.2.6", "torchvision==0.15.2+cu118", "tqdm==4.66.1", "trampoline==0.1.2", "transformers==4.30.2", "typing-extensions==4.9.0", "tzdata==2023.4", "urllib3==2.1.0", "uvicorn==0.25.0", "wcwidth==0.2.13", "websockets==11.0.3", "werkzeug==3.0.1", "xformers==0.0.20", "yapf==0.40.2", "yarl==1.9.4", "zipp==3.17.0" ] }

Console logs

venv "D:\stable-diffusion-webui\venv\Scripts\Python.exe"
Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug  1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)]
Version: v1.7.0
Commit hash: cf2772fab0af5573da775e7437e6acdca424f26e
Launching Web UI with arguments: --lowvram --xformers --api --no-half --no-half-vae --opt-sdp-attention --opt-split-attention
Style database not found: D:\stable-diffusion-webui\styles.csv
Loading weights [0724518c6b] from D:\stable-diffusion-webui\models\Stable-diffusion\juggernautXL_v7Rundiffusion.safetensors
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Creating model from config: D:\stable-diffusion-webui\repositories\generative-models\configs\inference\sd_xl_base.yaml
Startup time: 16.0s (prepare environment: 3.6s, import torch: 4.2s, import gradio: 1.3s, setup paths: 1.1s, initialize shared: 0.3s, other imports: 0.8s, setup codeformer: 0.1s, load scripts: 2.6s, create ui: 0.7s, gradio launch: 1.1s, add APIs: 0.1s).
Applying attention optimization: xformers... done.
Model loaded in 8.4s (load weights from disk: 1.7s, create model: 0.5s, apply weights to model: 2.7s, apply float(): 2.4s, calculate empty prompt: 1.0s).
100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [01:40<00:00,  5.00s/it]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 20/20 [01:35<00:00,  4.76s/it]
100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [01:41<00:00,  5.08s/it]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 20/20 [01:37<00:00,  4.89s/it]
Saving backup of webui/extension state to D:\stable-diffusion-webui\config_states\2024_01_09-09_17_52_Backup (pre-update).json.
Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug  1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)]
Version: v1.7.0
Commit hash: cf2772fab0af5573da775e7437e6acdca424f26e
Launching Web UI with arguments: --lowvram --xformers --api --no-half --no-half-vae --opt-sdp-attention --opt-split-attention
Style database not found: D:\stable-diffusion-webui\styles.csv
Loading weights [0724518c6b] from D:\stable-diffusion-webui\models\Stable-diffusion\juggernautXL_v7Rundiffusion.safetensors
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 16.0s (prepare environment: 3.6s, import torch: 4.2s, import gradio: 1.3s, setup paths: 1.1s, initialize shared: 0.3s, other imports: 0.8s, setup codeformer: 0.1s, load scripts: 2.8s, create ui: 0.7s, gradio launch: 0.8s).
Creating model from config: D:\stable-diffusion-webui\repositories\generative-models\configs\inference\sd_xl_base.yaml
Applying attention optimization: xformers... done.
Model loaded in 7.6s (load weights from disk: 2.1s, create model: 0.4s, apply weights to model: 2.1s, apply float(): 2.0s, calculate empty prompt: 1.0s).
100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [01:39<00:00,  4.98s/it]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 20/20 [01:35<00:00,  4.77s/it]
100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [01:39<00:00,  4.96s/it]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 20/20 [01:35<00:00,  4.77s/it]
T

Additional information

This happens whether I'm using the NVidia 546.33 or 546.29 driver.

For reference, here are the two images I generated back to back. tmp0u5r5drd tmpd1hkega8

I had been running into a ton of CUDA errors. I was able to fix that, but then the images I generate are like this. Completely unusable.

silverhammer751 commented 8 months ago

I removed --lowvram from the command line arguments and it seems to have fixed it. Image generation is super slow though, and I think its using system ram as well as GPU.

silverhammer751 commented 8 months ago

If I use --lowvram in the commandline args, this problem pops up. I was able to get it to work by not using --lowvram, but I get CUDA errors if I use "Prefer No Sysmem Fallback" in NVidia settings. The alternative is an hour to generate 4 images using the system fallback.

missionfloyd commented 8 months ago

You have 8GB VRAM. Maybe try --medvram or --medvram-sdxl. And perhaps remove --no-half --no-half-vae, or try --upcast-sampling instead.

And use --xformers, --opt-sdp-attention, or `--opt-split-attention, not all three.

silverhammer751 commented 8 months ago

I tried --medvram --upcast-sampling --xformers --opt-sdp-attention and got CUDA error: unspecified launch failure Then I tried --medvram --upcast-sampling --opt-split-attention and got RuntimeError: Expected all tensors to be on the same device, but found at least two devices, cuda:0 and cpu!

This is with the Prefer No System Fallback checked in NVidia control panel settings.

silverhammer751 commented 8 months ago

I think this was a graphics card issue. I started having problems with games too, then replaced the graphics card and the problems went away.