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Ubuntu 20.04 LTS x86_64 安装 stable-diffusion-webui

官网

Stable Diffusion官网 

Stability AI

官方github

GitHub - Stability-AI/stablediffusion: High-Resolution Image Synthesis with Latent Diffusion Models

stable-diffusion-webui github

https://github.com/AUTOMATIC1111/stable-diffusion-webui

安装

下载stable-diffusion-webui

git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui.git

依赖

apt install -y git libtcmalloc-minimal

nvidia驱动

Ubuntu 20.04 LTS 安装 nvidia 驱动 + cuda 11.8 从开始到放弃!_hkNaruto的博客-CSDN博客

安装conda

wget  https://mirrors.bfsu.edu.cn/anaconda/miniconda/Miniconda3-latest-Linux-x86_64.sh
bash Miniconda3-latest-Linux-x86_64.sh

打开一个新终端,配置源

conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/bioconda/
conda config --set show_channel_urls yes

 编辑~/.condarc 内容如下即可。

创建Python 3.10.6环境

conda create -n stable-diffusion-webui python=3.10.6
(base) yeqiang@yeqiang-MS-7B23:~/Downloads$ conda create -n stable-diffusion-webui python=3.10.6
Collecting package metadata (current_repodata.json): done
Solving environment: failed with repodata from current_repodata.json, will retry with next repodata source.
Collecting package metadata (repodata.json): done
Solving environment: done

## Package Plan ##

  environment location: /home/yeqiang/miniconda3/envs/stable-diffusion-webui

  added / updated specs:
    - python=3.10.6


The following packages will be downloaded:

    package                    |            build
    ---------------------------|-----------------
    _libgcc_mutex-0.1          |      conda_forge           3 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    _openmp_mutex-4.5          |            2_gnu          23 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    bzip2-1.0.8                |       h7f98852_4         484 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    ca-certificates-2023.5.7   |       hbcca054_0         145 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    ld_impl_linux-64-2.40      |       h41732ed_0         688 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    libffi-3.4.2               |       h7f98852_5          57 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    libgcc-ng-13.1.0           |       he5830b7_0         758 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    libgomp-13.1.0             |       he5830b7_0         409 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    libnsl-2.0.0               |       h7f98852_0          31 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    libsqlite-3.42.0           |       h2797004_0         809 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    libuuid-2.38.1             |       h0b41bf4_0          33 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    libzlib-1.2.13             |       hd590300_5          60 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    ncurses-6.4                |       hcb278e6_0         860 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    openssl-3.1.1              |       hd590300_1         2.5 MB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    pip-23.1.2                 |     pyhd8ed1ab_0         1.3 MB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    python-3.10.6              |ha86cf86_0_cpython        29.0 MB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    readline-8.2               |       h8228510_1         275 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    setuptools-68.0.0          |     pyhd8ed1ab_0         453 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    tk-8.6.12                  |       h27826a3_0         3.3 MB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    tzdata-2023c               |       h71feb2d_0         115 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    wheel-0.40.0               |     pyhd8ed1ab_0          54 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    xz-5.2.6                   |       h166bdaf_0         409 KB  https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge
    ------------------------------------------------------------
                                           Total:        41.6 MB

The following NEW packages will be INSTALLED:

  _libgcc_mutex      anaconda/cloud/conda-forge/linux-64::_libgcc_mutex-0.1-conda_forge 
  _openmp_mutex      anaconda/cloud/conda-forge/linux-64::_openmp_mutex-4.5-2_gnu 
  bzip2              anaconda/cloud/conda-forge/linux-64::bzip2-1.0.8-h7f98852_4 
  ca-certificates    anaconda/cloud/conda-forge/linux-64::ca-certificates-2023.5.7-hbcca054_0 
  ld_impl_linux-64   anaconda/cloud/conda-forge/linux-64::ld_impl_linux-64-2.40-h41732ed_0 
  libffi             anaconda/cloud/conda-forge/linux-64::libffi-3.4.2-h7f98852_5 
  libgcc-ng          anaconda/cloud/conda-forge/linux-64::libgcc-ng-13.1.0-he5830b7_0 
  libgomp            anaconda/cloud/conda-forge/linux-64::libgomp-13.1.0-he5830b7_0 
  libnsl             anaconda/cloud/conda-forge/linux-64::libnsl-2.0.0-h7f98852_0 
  libsqlite          anaconda/cloud/conda-forge/linux-64::libsqlite-3.42.0-h2797004_0 
  libuuid            anaconda/cloud/conda-forge/linux-64::libuuid-2.38.1-h0b41bf4_0 
  libzlib            anaconda/cloud/conda-forge/linux-64::libzlib-1.2.13-hd590300_5 
  ncurses            anaconda/cloud/conda-forge/linux-64::ncurses-6.4-hcb278e6_0 
  openssl            anaconda/cloud/conda-forge/linux-64::openssl-3.1.1-hd590300_1 
  pip                anaconda/cloud/conda-forge/noarch::pip-23.1.2-pyhd8ed1ab_0 
  python             anaconda/cloud/conda-forge/linux-64::python-3.10.6-ha86cf86_0_cpython 
  readline           anaconda/cloud/conda-forge/linux-64::readline-8.2-h8228510_1 
  setuptools         anaconda/cloud/conda-forge/noarch::setuptools-68.0.0-pyhd8ed1ab_0 
  tk                 anaconda/cloud/conda-forge/linux-64::tk-8.6.12-h27826a3_0 
  tzdata             anaconda/cloud/conda-forge/noarch::tzdata-2023c-h71feb2d_0 
  wheel              anaconda/cloud/conda-forge/noarch::wheel-0.40.0-pyhd8ed1ab_0 
  xz                 anaconda/cloud/conda-forge/linux-64::xz-5.2.6-h166bdaf_0 


Proceed ([y]/n)? y


Downloading and Extracting Packages
                                                                                                                                                         
Preparing transaction: done                                                                                                                              
Verifying transaction: done                                                                                                                              
Executing transaction: done                                                                                                                              
#                                                                                                                                                        
# To activate this environment, use                                                                                                                      
#                                                                                                                                                        
#     $ conda activate stable-diffusion-webui                                                                                                            
#                                                                                                                                                        
# To deactivate an active environment, use                                                                                                               
#                                                                                                                                                        
#     $ conda deactivate                                                                                                                                 
                                                                                                                                                         
(base) yeqiang@yeqiang-MS-7B23:~/Downloads$ 

注意:

以下方式

sudo apt update
sudo apt install python3 python3-venv

可能由于本机手动编译安装过其他版本Python而冲突,还是conda方便。

conda查看已安装的虚拟环境

 conda info --envs

激活

conda activate stable-diffusion-webui

查看版本

pip国内清华源

mkdir ~/.pip
vim ~/.pip/pip.conf

输入内容

[global]
index-url = https://pypi.tuna.tsinghua.edu.cn/simple
[install]
trusted-host = pypi.tuna.tsinghua.edu.cn

安装依赖(自动)

conda activate stable-diffusion-webui
cd ~/Downloads/ai/stable-diffusion-webui
./webui.sh

日志

(stable-diffusion-webui) yeqiang@yeqiang-MS-7B23:~/Downloads/ai/stable-diffusion-webui$ ./webui.sh 

################################################################
Install script for stable-diffusion + Web UI
Tested on Debian 11 (Bullseye)
################################################################

################################################################
Running on yeqiang user
################################################################

################################################################
Repo already cloned, using it as install directory
################################################################

################################################################
Create and activate python venv
################################################################

################################################################
Launching launch.py...
################################################################
Using TCMalloc: libtcmalloc_minimal.so.4
Python 3.10.6 | packaged by conda-forge | (main, Aug 22 2022, 20:36:39) [GCC 10.4.0]
Version: v1.4.0
Commit hash: 394ffa7b0a7fff3ec484bcd084e673a8b301ccc8
Installing gfpgan
Traceback (most recent call last):
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/launch.py", line 38, in <module>
    main()
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/launch.py", line 29, in main
    prepare_environment()
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/modules/launch_utils.py", line 274, in prepare_environment
    run_pip(f"install {gfpgan_package}", "gfpgan")
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/modules/launch_utils.py", line 130, in run_pip
    return run(f'"{python}" -m pip {command} --prefer-binary{index_url_line}', desc=f"Installing {desc}", errdesc=f"Couldn't install {desc}", live=live)
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/modules/launch_utils.py", line 107, in run
    raise RuntimeError("\n".join(error_bits))
RuntimeError: Couldn't install gfpgan.
Command: "/home/yeqiang/Downloads/ai/stable-diffusion-webui/venv/bin/python3" -m pip install https://github.com/TencentARC/GFPGAN/archive/8d2447a2d918f8eba5a4a01463fd48e45126a379.zip --prefer-binary
Error code: 1
stdout: Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Collecting https://github.com/TencentARC/GFPGAN/archive/8d2447a2d918f8eba5a4a01463fd48e45126a379.zip
  Using cached https://github.com/TencentARC/GFPGAN/archive/8d2447a2d918f8eba5a4a01463fd48e45126a379.zip (6.0 MB)
  Preparing metadata (setup.py): started
  Preparing metadata (setup.py): finished with status 'done'
Collecting basicsr>=1.4.2
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/86/41/00a6b000f222f0fa4c6d9e1d6dcc9811a374cabb8abb9d408b77de39648c/basicsr-1.4.2.tar.gz (172 kB)
  Preparing metadata (setup.py): started
  Preparing metadata (setup.py): finished with status 'done'
Collecting facexlib>=0.2.5
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/36/7b/2147339dafe1c4800514c9c21ee4444f8b419ce51dfc7695220a8e0069a6/facexlib-0.3.0-py3-none-any.whl (59 kB)
Collecting lmdb
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/83/67/8f32a70336d3ff1149cbd31e5a877997384f78c3940edc0abff95c8a5601/lmdb-1.4.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (299 kB)
Requirement already satisfied: numpy in ./venv/lib/python3.10/site-packages (from gfpgan==1.3.5) (1.25.0)
Collecting opencv-python
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/34/7c/8a5043f362b0a55f07812a0db3f86092cdbd0fe41b933d7bc6fce3ab6c15/opencv_python-4.8.0.74-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (61.7 MB)
Collecting pyyaml
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/02/25/6ba9f6bb50a3d4fbe22c1a02554dc670682a07c8701d1716d19ddea2c940/PyYAML-6.0-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (682 kB)
Collecting scipy
  Using cached https://pypi.tuna.tsinghua.edu.cn/packages/14/f2/10fa23f0a6b9b2439c01579ae4a9b1849d4822e972515c8f92584bfda5e9/scipy-1.11.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (36.3 MB)

stderr: ERROR: Ignored the following versions that require a different python version: 1.6.2 Requires-Python >=3.7,<3.10; 1.6.3 Requires-Python >=3.7,<3.10; 1.7.0 Requires-Python >=3.7,<3.10; 1.7.1 Requires-Python >=3.7,<3.10
ERROR: Could not find a version that satisfies the requirement tb-nightly (from gfpgan) (from versions: none)
ERROR: No matching distribution found for tb-nightly

[notice] A new release of pip available: 22.2.1 -> 23.1.2
[notice] To update, run: pip install --upgrade pip

2天过去了,这速度。。。

日志

(stable-diffusion-webui) yeqiang@yeqiang-MS-7B23:~/Downloads/ai/stable-diffusion-webui$ ./webui.sh 

################################################################
Install script for stable-diffusion + Web UI
Tested on Debian 11 (Bullseye)
################################################################

################################################################
Running on yeqiang user
################################################################

################################################################
Repo already cloned, using it as install directory
################################################################

################################################################
Create and activate python venv
################################################################

################################################################
Launching launch.py...
################################################################
Using TCMalloc: libtcmalloc_minimal.so.4
Python 3.10.6 | packaged by conda-forge | (main, Aug 22 2022, 20:36:39) [GCC 10.4.0]
Version: v1.4.0
Commit hash: 394ffa7b0a7fff3ec484bcd084e673a8b301ccc8
Installing gfpgan
Installing clip
Installing open_clip
Cloning Stable Diffusion into /home/yeqiang/Downloads/ai/stable-diffusion-webui/repositories/stable-diffusion-stability-ai...
Cloning K-diffusion into /home/yeqiang/Downloads/ai/stable-diffusion-webui/repositories/k-diffusion...
Cloning CodeFormer into /home/yeqiang/Downloads/ai/stable-diffusion-webui/repositories/CodeFormer...
Cloning BLIP into /home/yeqiang/Downloads/ai/stable-diffusion-webui/repositories/BLIP...
Installing requirements for CodeFormer
Installing requirements
Traceback (most recent call last):
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/launch.py", line 38, in <module>
    main()
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/launch.py", line 29, in main
    prepare_environment()
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/modules/launch_utils.py", line 309, in prepare_environment
    run_pip(f"install -r \"{requirements_file}\"", "requirements")
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/modules/launch_utils.py", line 130, in run_pip
    return run(f'"{python}" -m pip {command} --prefer-binary{index_url_line}', desc=f"Installing {desc}", errdesc=f"Couldn't install {desc}", live=live)
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/modules/launch_utils.py", line 107, in run
    raise RuntimeError("\n".join(error_bits))
RuntimeError: Couldn't install requirements.
Command: "/home/yeqiang/Downloads/ai/stable-diffusion-webui/venv/bin/python3" -m pip install -r "requirements_versions.txt" --prefer-binary
Error code: 1
stdout: Collecting GitPython==3.1.30
  Downloading GitPython-3.1.30-py3-none-any.whl (184 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 184.0/184.0 kB 70.5 kB/s eta 0:00:00
Collecting Pillow==9.5.0
  Using cached Pillow-9.5.0-cp310-cp310-manylinux_2_28_x86_64.whl (3.4 MB)
Collecting accelerate==0.18.0
  Downloading accelerate-0.18.0-py3-none-any.whl (215 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 215.3/215.3 kB 18.6 kB/s eta 0:00:00
Requirement already satisfied: basicsr==1.4.2 in ./venv/lib/python3.10/site-packages (from -r requirements_versions.txt (line 4)) (1.4.2)
Collecting blendmodes==2022
  Downloading blendmodes-2022-py3-none-any.whl (10 kB)
Collecting clean-fid==0.1.35
  Downloading clean_fid-0.1.35-py3-none-any.whl (26 kB)
Collecting einops==0.4.1
  Downloading einops-0.4.1-py3-none-any.whl (28 kB)
Collecting fastapi==0.94.0
  Downloading fastapi-0.94.0-py3-none-any.whl (56 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 56.3/56.3 kB 8.2 kB/s eta 0:00:00
Collecting gfpgan==1.3.8
  Using cached gfpgan-1.3.8-py3-none-any.whl (52 kB)
Collecting gradio==3.32.0
  Downloading gradio-3.32.0-py3-none-any.whl (19.9 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 19.9/19.9 MB 10.3 kB/s eta 0:00:00
Collecting httpcore<=0.15
  Downloading httpcore-0.15.0-py3-none-any.whl (68 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 68.4/68.4 kB 9.1 kB/s eta 0:00:00
Collecting inflection==0.5.1
  Downloading inflection-0.5.1-py2.py3-none-any.whl (9.5 kB)
Collecting jsonmerge==1.8.0
  Downloading jsonmerge-1.8.0.tar.gz (26 kB)
  Preparing metadata (setup.py): started
  Preparing metadata (setup.py): finished with status 'done'
Collecting kornia==0.6.7
  Downloading kornia-0.6.7-py2.py3-none-any.whl (565 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 565.1/565.1 kB 8.3 kB/s eta 0:00:00
Collecting lark==1.1.2
  Downloading lark-1.1.2-py2.py3-none-any.whl (104 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 104.7/104.7 kB 10.3 kB/s eta 0:00:00
Collecting numpy==1.23.5
  Using cached numpy-1.23.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (17.1 MB)
Collecting omegaconf==2.2.3
  Downloading omegaconf-2.2.3-py3-none-any.whl (79 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 79.3/79.3 kB 9.9 kB/s eta 0:00:00
Collecting piexif==1.1.3
  Downloading piexif-1.1.3-py2.py3-none-any.whl (20 kB)
Collecting psutil~=5.9.5
  Using cached psutil-5.9.5-cp36-abi3-manylinux_2_12_x86_64.manylinux2010_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (282 kB)
Collecting pytorch_lightning==1.9.4
  Downloading pytorch_lightning-1.9.4-py3-none-any.whl (827 kB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 827.8/827.8 kB 10.5 kB/s eta 0:00:00
Collecting realesrgan==0.3.0
  Downloading realesrgan-0.3.0-py3-none-any.whl (26 kB)
Collecting resize-right==0.0.2
  Downloading resize_right-0.0.2-py3-none-any.whl (8.9 kB)
Collecting safetensors==0.3.1
  Downloading safetensors-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.3/1.3 MB 9.5 kB/s eta 0:00:00
Collecting scikit-image==0.20.0
  Downloading scikit_image-0.20.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (13.2 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 13.2/13.2 MB 9.9 kB/s eta 0:00:00
Collecting timm==0.6.7
  Downloading timm-0.6.7-py3-none-any.whl (509 kB)
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  Downloading tomesd-0.1.2-py3-none-any.whl (11 kB)
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  Downloading torchdiffeq-0.2.3-py3-none-any.whl (31 kB)
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Collecting websockets>=10.0
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Collecting mdit-py-plugins<=0.3.3
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Collecting antlr4-python3-runtime==4.9.*
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Collecting torchmetrics>=0.7.0
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Collecting lightning-utilities>=0.6.0.post0
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Collecting boltons>=20.2.1
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Collecting trampoline>=0.1.2
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INFO: pip is looking at multiple versions of torchsde to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of torchdiffeq to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of tomesd to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of timm to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of scikit-image to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of safetensors to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of resize-right to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of realesrgan to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of pytorch-lightning to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of piexif to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of omegaconf to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of numpy to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of lark to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of kornia to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of jsonmerge to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of inflection to determine which version is compatible with other requirements. This could take a while.
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INFO: pip is looking at multiple versions of gfpgan to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of fastapi to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of einops to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of clean-fid to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of blendmodes to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of basicsr to determine which version is compatible with other requirements. This could take a while.
Collecting basicsr==1.4.2
  Using cached basicsr-1.4.2.tar.gz (172 kB)
  Preparing metadata (setup.py): started
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INFO: pip is looking at multiple versions of accelerate to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of pillow to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of <Python from Requires-Python> to determine which version is compatible with other requirements. This could take a while.
INFO: pip is looking at multiple versions of gitpython to determine which version is compatible with other requirements. This could take a while.

stderr: WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ReadTimeoutError("HTTPSConnectionPool(host='pypi.org', port=443): Read timed out. (read timeout=15)")': /simple/httpcore/
WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ReadTimeoutError("HTTPSConnectionPool(host='pypi.org', port=443): Read timed out. (read timeout=15)")': /simple/timm/
WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProtocolError('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))': /simple/gitdb/
WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProtocolError('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))': /simple/orjson/
WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ReadTimeoutError("HTTPSConnectionPool(host='pypi.org', port=443): Read timed out. (read timeout=15)")': /simple/websockets/
ERROR: Could not find a version that satisfies the requirement tokenizers!=0.11.3,<0.14,>=0.11.1 (from transformers) (from versions: none)
ERROR: No matching distribution found for tokenizers!=0.11.3,<0.14,>=0.11.1

[notice] A new release of pip available: 22.2.1 -> 23.1.2
[notice] To update, run: pip install --upgrade pip

说明:国内清华镜像与官方仓库不是完全一致,导致安装出错

网络故障,重试(用国内镜像,报错。不用网络又不行。。。)

等。。。

故障处理

RuntimeError: Torch is not able to use GPU; add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check

Traceback (most recent call last):
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/launch.py", line 38, in <module>
    main()
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/launch.py", line 29, in main
    prepare_environment()
  File "/home/yeqiang/Downloads/ai/stable-diffusion-webui/modules/launch_utils.py", line 268, in prepare_environment
    raise RuntimeError(
RuntimeError: Torch is not able to use GPU; add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check

驱动不匹配

(stable-diffusion-webui) yeqiang@yeqiang-MS-7B23:~/Downloads/ai/stable-diffusion-webui$ nvidia-smi 
Failed to initialize NVML: Driver/library version mismatch
(stable-diffusion-webui) yeqiang@yeqiang-MS-7B23:~/Downloads/ai/stable-diffusion-webui$ cat /sys/module/nvidia/version 
520.61.05
(stable-diffusion-webui) yeqiang@yeqiang-MS-7B23:~/Downloads/ai/stable-diffusion-webui$ cat /proc/driver/nvidia/version 
NVRM version: NVIDIA UNIX x86_64 Kernel Module  520.61.05  Thu Sep 29 05:30:25 UTC 2022
GCC version:  gcc version 9.4.0 (Ubuntu 9.4.0-1ubuntu1~20.04.1) 

Cannot locate TCMalloc (improves CPU memory usage)

sudo apt install libtcmalloc-minimal4

更新时间 2023-12-02