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部署Stable Diffusion玩转AI绘画 #22

Closed xylogs closed 1 year ago

xylogs commented 1 year ago

Stable Diffusion 是一个 Python 命令行程序，我们直接使用需要对它的命令和参数有详尽的了解，有一定学习成本。好在，有一个 Stable Diffusion WebUI 的开源项目，可以直接将 Stable Diffusion 的操作通过网页透出，让我们轻松通过 Web 页面就能使用 Stable Diffusion 生成图片。所以，我们选择安装和使用 Stable Diffusion WebUI 来完成实验。

安装 Stable Diffusion WebUI

Stable Diffusion WebUI的安装与运行需要使用到一些工具软件，我们需要先通过Yum安装它们。

执行如下命令，安装基础工具。

sudo yum install -y git conda mesa-libGL

Conda是一个优秀的跨平台、跨语言包管理工具。同时，它的环境隔离功能也能很好的帮助我们屏蔽服务器间基础设施的不同，为我们提供一个干净、统一的程序运行环境。

依次执行如下命令，在Bash中初始化Conda，同时创建并激活名为aigc的虚拟环境。

sudo bash -c "conda init bash" && bash
conda create -y -n aigc python=3.10.6
conda activate aigc

💡注意：之后的操作都将基于aigc这个虚拟环境，如果你切换了Terminal或者不小心退出了环境，可以再次执行conda activate aigc命令回到aigc虚拟环境中。

3.1 执行如下命令，从Github上获取最新的Stable Diffusion WebUI代码。

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

💡说明：由于Github访问存在不稳定性，如果从上述地址clone失败，可以使用我们在Gitee上为大家准备的镜像项目，采用如下命令：

git clone https://gitee.com/developer-aliyun-com/stable-diffusion-webui.git

3.2 项目下载完成后，我们将Web Terminal的操作目录设置为项目所在目录。

cd stable-diffusion-webui

Stable Diffusion的运行还需要许多依赖包，执行如下命令，把它们都安装到Conda提供的虚拟环境中。

conda install -y pytorch torchvision torchaudio cpuonly -c pytorch
pip3 install opencv-python-headless gfpgan open-clip-torch xformers pyngrok clip-anytorch
pip3 install -r requirements_versions.txt

当一切准备就绪，执行如下命令，启动Stable Diffusion WebUI。

python launch.py --listen --lowvram --no-half --skip-torch-cuda-test

💡说明：在启动时，Stable Diffusion WebUI会根据需要下载一些必要模型数据，另外，加载模型也需要花费一些时间，所以我们现在要做的就是耐心等待。当Terminal 中显示出 Running on local URL: http://0.0.0.0:7860 字样，就表示程序已经启动并对外提供服务了。

xylogs commented 1 year ago

部署环境：

登录Token：m55ravqo0c 地区ID：cn-shanghai 区域：华东2(上海) 实例 ID：i-uf69qx2t0dhnq9rxy7mf 主机地址：101.133.146.105 端口号：22 实例名称：developer_lab_Instance 公网IP：101.133.146.105 私网IP：172.16.148.14 OS用户名：root CPU：4 内存： 8 G 系统名称：Alibaba Cloud Linux 3.2104 LTS 64位 快速启动版 系统发行版本名称：Aliyun

xylogs commented 1 year ago

操作日志：

[root@iZuf69qx2t0dhnq9rxy7mfZ ~]# sudo yum install -y git conda mesa-libGL
Last metadata expiration check: 0:12:32 ago on Thu 26 Oct 2023 01:47:09 PM CST.
Package git-2.31.1-3.1.al8.x86_64 is already installed.
Dependencies resolved.
==================================================================================================================
 Package                             Arch        Version                               Repository            Size
==================================================================================================================
Installing:
 conda                               noarch      4.10.3-1.el8                          epel                  19 k
 mesa-libGL                          x86_64      22.3.0-2.1.al8                        alinux3-updates      186 k
Upgrading:
 git                                 x86_64      2.39.3-1.1.al8                        alinux3-updates      104 k
 git-core                            x86_64      2.39.3-1.1.al8                        alinux3-updates       11 M
 git-core-doc                        noarch      2.39.3-1.1.al8                        alinux3-updates      3.0 M
 perl-Git                            noarch      2.39.3-1.1.al8                        alinux3-updates       79 k
Installing dependencies:
 libX11                              x86_64      1.7.0-7.al8                           alinux3-updates      616 k
 libX11-common                       noarch      1.7.0-7.al8                           alinux3-updates      160 k
 libX11-xcb                          x86_64      1.7.0-7.al8                           alinux3-updates       16 k
 libXau                              x86_64      1.0.9-8.al8                           alinux3-updates       38 k
 libXext                             x86_64      1.3.4-8.al8                           alinux3-updates       46 k
 libXfixes                           x86_64      5.0.3-7.2.al8                         alinux3-os            25 k
 libXxf86vm                          x86_64      1.1.4-9.2.al8                         alinux3-os            19 k
 libdrm                              x86_64      2.4.114-1.al8                         alinux3-updates      166 k
 libglvnd                            x86_64      1:1.3.4-1.0.1.al8                     alinux3-updates      120 k
 libglvnd-glx                        x86_64      1:1.3.4-1.0.1.al8                     alinux3-updates      140 k
 libpciaccess                        x86_64      0.14-1.2.al8                          alinux3-os            33 k
 libxcb                              x86_64      1.13.1-1.3.al8                        alinux3-os           230 k
 libxshmfence                        x86_64      1.3-2.2.al8                           alinux3-os            13 k
 mesa-libglapi                       x86_64      22.3.0-2.1.al8                        alinux3-updates       67 k
 picosat-libs                        x86_64      965-17.el8                            epel                  71 k
 python3-conda                       noarch      4.10.3-1.el8                          epel                 1.0 M
 python3-conda-package-handling      x86_64      1.7.3-2.el8                           epel                  60 k
 python3-cpuinfo                     noarch      5.0.0-1.el8                           epel                  46 k
 python3-cytoolz                     x86_64      0.11.0-1.el8                          epel                 319 k
 python3-distro                      noarch      1.4.0-2.1.module+al8+10+4ba10e20      alinux3-module        37 k
 python3-frozendict                  noarch      1.2-13.el8                            epel                  13 k
 python3-pycosat                     x86_64      0.6.3-12.el8                          epel                  28 k
 python3-ruamel-yaml                 x86_64      0.17.21-1.el8                         epel                 209 k
 python3-ruamel-yaml-clib            x86_64      0.2.8-1.el8                           epel                 141 k
 python3-toolz                       noarch      0.10.0-3.el8                          epel                 124 k
 python3-tqdm                        noarch      4.50.2-1.el8                          epel                 126 k

Transaction Summary
==================================================================================================================
Install  28 Packages
Upgrade   4 Packages

Total download size: 18 M
Downloading Packages:
(1/32): libXxf86vm-1.1.4-9.2.al8.x86_64.rpm                                       1.0 MB/s |  19 kB     00:00    
(2/32): libpciaccess-0.14-1.2.al8.x86_64.rpm                                      1.5 MB/s |  33 kB     00:00    
(3/32): libxshmfence-1.3-2.2.al8.x86_64.rpm                                       2.2 MB/s |  13 kB     00:00    
(4/32): libXfixes-5.0.3-7.2.al8.x86_64.rpm                                        828 kB/s |  25 kB     00:00    
(5/32): libX11-common-1.7.0-7.al8.noarch.rpm                                       14 MB/s | 160 kB     00:00    
(6/32): libX11-1.7.0-7.al8.x86_64.rpm                                              21 MB/s | 616 kB     00:00    
(7/32): libX11-xcb-1.7.0-7.al8.x86_64.rpm                                         910 kB/s |  16 kB     00:00    
(8/32): libxcb-1.13.1-1.3.al8.x86_64.rpm                                          5.1 MB/s | 230 kB     00:00    
(9/32): libXau-1.0.9-8.al8.x86_64.rpm                                             4.4 MB/s |  38 kB     00:00    
(10/32): libXext-1.3.4-8.al8.x86_64.rpm                                           5.7 MB/s |  46 kB     00:00    
(11/32): libdrm-2.4.114-1.al8.x86_64.rpm                                           17 MB/s | 166 kB     00:00    
(12/32): libglvnd-glx-1.3.4-1.0.1.al8.x86_64.rpm                                   15 MB/s | 140 kB     00:00    
(13/32): mesa-libGL-22.3.0-2.1.al8.x86_64.rpm                                      20 MB/s | 186 kB     00:00    
(14/32): libglvnd-1.3.4-1.0.1.al8.x86_64.rpm                                      5.7 MB/s | 120 kB     00:00    
(15/32): mesa-libglapi-22.3.0-2.1.al8.x86_64.rpm                                  2.4 MB/s |  67 kB     00:00    
(16/32): python3-distro-1.4.0-2.1.module+al8+10+4ba10e20.noarch.rpm               1.0 MB/s |  37 kB     00:00    
(17/32): picosat-libs-965-17.el8.x86_64.rpm                                       1.0 MB/s |  71 kB     00:00    
(18/32): conda-4.10.3-1.el8.noarch.rpm                                            185 kB/s |  19 kB     00:00    
(19/32): python3-conda-package-handling-1.7.3-2.el8.x86_64.rpm                    2.2 MB/s |  60 kB     00:00    
(20/32): python3-conda-4.10.3-1.el8.noarch.rpm                                    9.8 MB/s | 1.0 MB     00:00    
(21/32): python3-cpuinfo-5.0.0-1.el8.noarch.rpm                                   890 kB/s |  46 kB     00:00    
(22/32): python3-cytoolz-0.11.0-1.el8.x86_64.rpm                                  4.9 MB/s | 319 kB     00:00    
(23/32): python3-pycosat-0.6.3-12.el8.x86_64.rpm                                  1.3 MB/s |  28 kB     00:00    
(24/32): python3-frozendict-1.2-13.el8.noarch.rpm                                 279 kB/s |  13 kB     00:00    
(25/32): python3-ruamel-yaml-clib-0.2.8-1.el8.x86_64.rpm                          5.3 MB/s | 141 kB     00:00    
(26/32): python3-ruamel-yaml-0.17.21-1.el8.x86_64.rpm                             5.9 MB/s | 209 kB     00:00    
(27/32): python3-toolz-0.10.0-3.el8.noarch.rpm                                    3.3 MB/s | 124 kB     00:00    
(28/32): git-2.39.3-1.1.al8.x86_64.rpm                                             10 MB/s | 104 kB     00:00    
(29/32): python3-tqdm-4.50.2-1.el8.noarch.rpm                                     5.7 MB/s | 126 kB     00:00    
(30/32): perl-Git-2.39.3-1.1.al8.noarch.rpm                                       4.4 MB/s |  79 kB     00:00    
(31/32): git-core-doc-2.39.3-1.1.al8.noarch.rpm                                    43 MB/s | 3.0 MB     00:00    
(32/32): git-core-2.39.3-1.1.al8.x86_64.rpm                                        62 MB/s |  11 MB     00:00    
------------------------------------------------------------------------------------------------------------------
Total                                                                              37 MB/s |  18 MB     00:00     
warning: /var/cache/dnf/epel-8be3f840c94ea025/packages/conda-4.10.3-1.el8.noarch.rpm: Header V4 RSA/SHA256 Signature, key ID 2f86d6a1: NOKEY
Extra Packages for Enterprise Linux 8 - x86_64                                    1.6 MB/s | 1.6 kB     00:00    
Importing GPG key 0x2F86D6A1:
 Userid     : "Fedora EPEL (8) <epel@fedoraproject.org>"
 Fingerprint: 94E2 79EB 8D8F 25B2 1810 ADF1 21EA 45AB 2F86 D6A1
 From       : /etc/pki/rpm-gpg/RPM-GPG-KEY-EPEL-8
Key imported successfully
Running transaction check
Transaction check succeeded.
Running transaction test
Transaction test succeeded.
Running transaction
  Preparing        :                                                                                          1/1 
  Installing       : python3-ruamel-yaml-clib-0.2.8-1.el8.x86_64                                             1/36 
  Installing       : python3-ruamel-yaml-0.17.21-1.el8.x86_64                                                2/36 
  Upgrading        : git-core-2.39.3-1.1.al8.x86_64                                                          3/36 
  Installing       : python3-tqdm-4.50.2-1.el8.noarch                                                        4/36 
  Installing       : python3-conda-package-handling-1.7.3-2.el8.x86_64                                       5/36 
  Upgrading        : git-core-doc-2.39.3-1.1.al8.noarch                                                      6/36 
  Upgrading        : perl-Git-2.39.3-1.1.al8.noarch                                                          7/36 
  Upgrading        : git-2.39.3-1.1.al8.x86_64                                                               8/36 
  Installing       : python3-toolz-0.10.0-3.el8.noarch                                                       9/36 
  Installing       : python3-cytoolz-0.11.0-1.el8.x86_64                                                    10/36 
  Installing       : python3-frozendict-1.2-13.el8.noarch                                                   11/36 
  Installing       : python3-cpuinfo-5.0.0-1.el8.noarch                                                     12/36 
  Installing       : picosat-libs-965-17.el8.x86_64                                                         13/36 
  Installing       : python3-pycosat-0.6.3-12.el8.x86_64                                                    14/36 
  Installing       : python3-distro-1.4.0-2.1.module+al8+10+4ba10e20.noarch                                 15/36 
  Installing       : python3-conda-4.10.3-1.el8.noarch                                                      16/36 
  Installing       : mesa-libglapi-22.3.0-2.1.al8.x86_64                                                    17/36 
  Running scriptlet: mesa-libglapi-22.3.0-2.1.al8.x86_64                                                    17/36 
  Installing       : libglvnd-1:1.3.4-1.0.1.al8.x86_64                                                      18/36 
  Installing       : libXau-1.0.9-8.al8.x86_64                                                              19/36 
  Installing       : libxcb-1.13.1-1.3.al8.x86_64                                                           20/36 
  Installing       : libX11-xcb-1.7.0-7.al8.x86_64                                                          21/36 
  Installing       : libX11-common-1.7.0-7.al8.noarch                                                       22/36 
  Installing       : libX11-1.7.0-7.al8.x86_64                                                              23/36 
  Installing       : libXext-1.3.4-8.al8.x86_64                                                             24/36 
  Installing       : libXxf86vm-1.1.4-9.2.al8.x86_64                                                        25/36 
  Installing       : libXfixes-5.0.3-7.2.al8.x86_64                                                         26/36 
  Installing       : libxshmfence-1.3-2.2.al8.x86_64                                                        27/36 
  Installing       : libpciaccess-0.14-1.2.al8.x86_64                                                       28/36 
  Installing       : libdrm-2.4.114-1.al8.x86_64                                                            29/36 
  Installing       : libglvnd-glx-1:1.3.4-1.0.1.al8.x86_64                                                  30/36 
  Installing       : mesa-libGL-22.3.0-2.1.al8.x86_64                                                       31/36 
  Installing       : conda-4.10.3-1.el8.noarch                                                              32/36 
  Cleanup          : git-2.31.1-3.1.al8.x86_64                                                              33/36 
  Cleanup          : git-core-doc-2.31.1-3.1.al8.noarch                                                     34/36 
  Cleanup          : perl-Git-2.31.1-3.1.al8.noarch                                                         35/36 
  Cleanup          : git-core-2.31.1-3.1.al8.x86_64                                                         36/36 
  Running scriptlet: git-core-2.31.1-3.1.al8.x86_64                                                         36/36 
  Verifying        : libXfixes-5.0.3-7.2.al8.x86_64                                                          1/36 
  Verifying        : libXxf86vm-1.1.4-9.2.al8.x86_64                                                         2/36 
  Verifying        : libpciaccess-0.14-1.2.al8.x86_64                                                        3/36 
  Verifying        : libxcb-1.13.1-1.3.al8.x86_64                                                            4/36 
  Verifying        : libxshmfence-1.3-2.2.al8.x86_64                                                         5/36 
  Verifying        : libX11-1.7.0-7.al8.x86_64                                                               6/36 
  Verifying        : libX11-common-1.7.0-7.al8.noarch                                                        7/36 
  Verifying        : libX11-xcb-1.7.0-7.al8.x86_64                                                           8/36 
  Verifying        : libXau-1.0.9-8.al8.x86_64                                                               9/36 
  Verifying        : libXext-1.3.4-8.al8.x86_64                                                             10/36 
  Verifying        : libdrm-2.4.114-1.al8.x86_64                                                            11/36 
  Verifying        : libglvnd-1:1.3.4-1.0.1.al8.x86_64                                                      12/36 
  Verifying        : libglvnd-glx-1:1.3.4-1.0.1.al8.x86_64                                                  13/36 
  Verifying        : mesa-libGL-22.3.0-2.1.al8.x86_64                                                       14/36 
  Verifying        : mesa-libglapi-22.3.0-2.1.al8.x86_64                                                    15/36 
  Verifying        : python3-distro-1.4.0-2.1.module+al8+10+4ba10e20.noarch                                 16/36 
  Verifying        : conda-4.10.3-1.el8.noarch                                                              17/36 
  Verifying        : picosat-libs-965-17.el8.x86_64                                                         18/36 
  Verifying        : python3-conda-4.10.3-1.el8.noarch                                                      19/36 
  Verifying        : python3-conda-package-handling-1.7.3-2.el8.x86_64                                      20/36 
  Verifying        : python3-cpuinfo-5.0.0-1.el8.noarch                                                     21/36 
  Verifying        : python3-cytoolz-0.11.0-1.el8.x86_64                                                    22/36 
  Verifying        : python3-frozendict-1.2-13.el8.noarch                                                   23/36 
  Verifying        : python3-pycosat-0.6.3-12.el8.x86_64                                                    24/36 
  Verifying        : python3-ruamel-yaml-0.17.21-1.el8.x86_64                                               25/36 
  Verifying        : python3-ruamel-yaml-clib-0.2.8-1.el8.x86_64                                            26/36 
  Verifying        : python3-toolz-0.10.0-3.el8.noarch                                                      27/36 
  Verifying        : python3-tqdm-4.50.2-1.el8.noarch                                                       28/36 
  Verifying        : git-2.39.3-1.1.al8.x86_64                                                              29/36 
  Verifying        : git-2.31.1-3.1.al8.x86_64                                                              30/36 
  Verifying        : git-core-2.39.3-1.1.al8.x86_64                                                         31/36 
  Verifying        : git-core-2.31.1-3.1.al8.x86_64                                                         32/36 
  Verifying        : git-core-doc-2.39.3-1.1.al8.noarch                                                     33/36 
  Verifying        : git-core-doc-2.31.1-3.1.al8.noarch                                                     34/36 
  Verifying        : perl-Git-2.39.3-1.1.al8.noarch                                                         35/36 
  Verifying        : perl-Git-2.31.1-3.1.al8.noarch                                                         36/36 

Upgraded:
  git-2.39.3-1.1.al8.x86_64           git-core-2.39.3-1.1.al8.x86_64      git-core-doc-2.39.3-1.1.al8.noarch     
  perl-Git-2.39.3-1.1.al8.noarch     
Installed:
  conda-4.10.3-1.el8.noarch                             libX11-1.7.0-7.al8.x86_64                                 
  libX11-common-1.7.0-7.al8.noarch                      libX11-xcb-1.7.0-7.al8.x86_64                             
  libXau-1.0.9-8.al8.x86_64                             libXext-1.3.4-8.al8.x86_64                                
  libXfixes-5.0.3-7.2.al8.x86_64                        libXxf86vm-1.1.4-9.2.al8.x86_64                           
  libdrm-2.4.114-1.al8.x86_64                           libglvnd-1:1.3.4-1.0.1.al8.x86_64                         
  libglvnd-glx-1:1.3.4-1.0.1.al8.x86_64                 libpciaccess-0.14-1.2.al8.x86_64                          
  libxcb-1.13.1-1.3.al8.x86_64                          libxshmfence-1.3-2.2.al8.x86_64                           
  mesa-libGL-22.3.0-2.1.al8.x86_64                      mesa-libglapi-22.3.0-2.1.al8.x86_64                       
  picosat-libs-965-17.el8.x86_64                        python3-conda-4.10.3-1.el8.noarch                         
  python3-conda-package-handling-1.7.3-2.el8.x86_64     python3-cpuinfo-5.0.0-1.el8.noarch                        
  python3-cytoolz-0.11.0-1.el8.x86_64                   python3-distro-1.4.0-2.1.module+al8+10+4ba10e20.noarch    
  python3-frozendict-1.2-13.el8.noarch                  python3-pycosat-0.6.3-12.el8.x86_64                       
  python3-ruamel-yaml-0.17.21-1.el8.x86_64              python3-ruamel-yaml-clib-0.2.8-1.el8.x86_64               
  python3-toolz-0.10.0-3.el8.noarch                     python3-tqdm-4.50.2-1.el8.noarch                          

Complete!
[root@iZuf69qx2t0dhnq9rxy7mfZ ~]# sudo bash -c "conda init bash" && bash
modified      /usr/condabin/conda
modified      /usr/bin/conda
modified      /usr/bin/conda-env
modified      /usr/bin/activate
modified      /usr/bin/deactivate
modified      /usr/etc/profile.d/conda.sh
modified      /usr/etc/fish/conf.d/conda.fish
modified      /usr/shell/condabin/Conda.psm1
modified      /usr/shell/condabin/conda-hook.ps1
modified      /usr/lib/python3.6/site-packages/xontrib/conda.xsh
modified      /usr/etc/profile.d/conda.csh
modified      /root/.bashrc

==> For changes to take effect, close and re-open your current shell. <==
(base) [root@iZuf69qx2t0dhnq9rxy7mfZ ~]# conda create -y -n aigc 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: /root/.conda/envs/aigc

  added / updated specs:
    - python=3.10.6

The following packages will be downloaded:

    package                    |            build
    ---------------------------|-----------------
    _libgcc_mutex-0.1          |             main           3 KB
    _openmp_mutex-5.1          |            1_gnu          21 KB
    bzip2-1.0.8                |       h7b6447c_0          78 KB
    ca-certificates-2023.08.22 |       h06a4308_0         123 KB
    ld_impl_linux-64-2.38      |       h1181459_1         654 KB
    libffi-3.3                 |       he6710b0_2          50 KB
    libgcc-ng-11.2.0           |       h1234567_1         5.3 MB
    libgomp-11.2.0             |       h1234567_1         474 KB
    libstdcxx-ng-11.2.0        |       h1234567_1         4.7 MB
    libuuid-1.41.5             |       h5eee18b_0          27 KB
    ncurses-6.4                |       h6a678d5_0         914 KB
    openssl-1.1.1w             |       h7f8727e_0         3.7 MB
    pip-23.3                   |  py310h06a4308_0         2.7 MB
    python-3.10.6              |       haa1d7c7_1        21.9 MB
    readline-8.2               |       h5eee18b_0         357 KB
    setuptools-68.0.0          |  py310h06a4308_0         936 KB
    sqlite-3.41.2              |       h5eee18b_0         1.2 MB
    tk-8.6.12                  |       h1ccaba5_0         3.0 MB
    tzdata-2023c               |       h04d1e81_0         116 KB
    wheel-0.41.2               |  py310h06a4308_0         109 KB
    xz-5.4.2                   |       h5eee18b_0         642 KB
    zlib-1.2.13                |       h5eee18b_0         103 KB
    ------------------------------------------------------------
                                           Total:        47.1 MB

The following NEW packages will be INSTALLED:

  _libgcc_mutex      pkgs/main/linux-64::_libgcc_mutex-0.1-main
  _openmp_mutex      pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu
  bzip2              pkgs/main/linux-64::bzip2-1.0.8-h7b6447c_0
  ca-certificates    pkgs/main/linux-64::ca-certificates-2023.08.22-h06a4308_0
  ld_impl_linux-64   pkgs/main/linux-64::ld_impl_linux-64-2.38-h1181459_1
  libffi             pkgs/main/linux-64::libffi-3.3-he6710b0_2
  libgcc-ng          pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1
  libgomp            pkgs/main/linux-64::libgomp-11.2.0-h1234567_1
  libstdcxx-ng       pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1
  libuuid            pkgs/main/linux-64::libuuid-1.41.5-h5eee18b_0
  ncurses            pkgs/main/linux-64::ncurses-6.4-h6a678d5_0
  openssl            pkgs/main/linux-64::openssl-1.1.1w-h7f8727e_0
  pip                pkgs/main/linux-64::pip-23.3-py310h06a4308_0
  python             pkgs/main/linux-64::python-3.10.6-haa1d7c7_1
  readline           pkgs/main/linux-64::readline-8.2-h5eee18b_0
  setuptools         pkgs/main/linux-64::setuptools-68.0.0-py310h06a4308_0
  sqlite             pkgs/main/linux-64::sqlite-3.41.2-h5eee18b_0
  tk                 pkgs/main/linux-64::tk-8.6.12-h1ccaba5_0
  tzdata             pkgs/main/noarch::tzdata-2023c-h04d1e81_0
  wheel              pkgs/main/linux-64::wheel-0.41.2-py310h06a4308_0
  xz                 pkgs/main/linux-64::xz-5.4.2-h5eee18b_0
  zlib               pkgs/main/linux-64::zlib-1.2.13-h5eee18b_0

Downloading and Extracting Packages
libstdcxx-ng-11.2.0  | 4.7 MB    | ####################################################################### | 100% 
libgcc-ng-11.2.0     | 5.3 MB    | ####################################################################### | 100% 
libffi-3.3           | 50 KB     | ####################################################################### | 100% 
xz-5.4.2             | 642 KB    | ####################################################################### | 100% 
setuptools-68.0.0    | 936 KB    | ####################################################################### | 100% 
libuuid-1.41.5       | 27 KB     | ####################################################################### | 100% 
_libgcc_mutex-0.1    | 3 KB      | ####################################################################### | 100% 
bzip2-1.0.8          | 78 KB     | ####################################################################### | 100% 
openssl-1.1.1w       | 3.7 MB    | ####################################################################### | 100% 
ncurses-6.4          | 914 KB    | ####################################################################### | 100% 
readline-8.2         | 357 KB    | ####################################################################### | 100% 
_openmp_mutex-5.1    | 21 KB     | ####################################################################### | 100% 
tzdata-2023c         | 116 KB    | ####################################################################### | 100% 
zlib-1.2.13          | 103 KB    | ####################################################################### | 100% 
tk-8.6.12            | 3.0 MB    | ####################################################################### | 100% 
libgomp-11.2.0       | 474 KB    | ####################################################################### | 100% 
pip-23.3             | 2.7 MB    | ####################################################################### | 100% 
sqlite-3.41.2        | 1.2 MB    | ####################################################################### | 100% 
ld_impl_linux-64-2.3 | 654 KB    | ####################################################################### | 100% 
ca-certificates-2023 | 123 KB    | ####################################################################### | 100% 
python-3.10.6        | 21.9 MB   | ####################################################################### | 100% 
wheel-0.41.2         | 109 KB    | ####################################################################### | 100% 
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
#
# To activate this environment, use
#
#     $ conda activate aigc
#
# To deactivate an active environment, use
#
#     $ conda deactivate
(base) [root@iZuf69qx2t0dhnq9rxy7mfZ ~]# conda activate aigc
(aigc) [root@iZuf69qx2t0dhnq9rxy7mfZ ~]# git clone https://gitee.com/developer-aliyun-com/stable-diffusion-webui.git
Cloning into 'stable-diffusion-webui'...
remote: Enumerating objects: 16434, done.
remote: Counting objects: 100% (16434/16434), done.
remote: Compressing objects: 100% (4885/4885), done.
remote: Total 16434 (delta 11495), reused 16434 (delta 11495), pack-reused 0
Receiving objects: 100% (16434/16434), 27.50 MiB | 4.99 MiB/s, done.
Resolving deltas: 100% (11495/11495), done.
(aigc) [root@iZuf69qx2t0dhnq9rxy7mfZ ~]# cd stable-diffusion-webui/
(aigc) [root@iZuf69qx2t0dhnq9rxy7mfZ stable-diffusion-webui]# conda install -y pytorch torchvision torchaudio cpuonly -c pytorch
Collecting package metadata (current_repodata.json): done
Solving environment: failed with initial frozen solve. Retrying with flexible solve.
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: /root/.conda/envs/aigc

  added / updated specs:
    - cpuonly
    - pytorch
    - torchaudio
    - torchvision

The following packages will be downloaded:

    package                    |            build
    ---------------------------|-----------------
    blas-1.0                   |              mkl           6 KB
    brotli-python-1.0.9        |  py310h6a678d5_7         907 KB
    certifi-2023.7.22          |  py310h06a4308_0         153 KB
    cffi-1.15.1                |  py310h74dc2b5_0         407 KB
    charset-normalizer-2.0.4   |     pyhd3eb1b0_0          35 KB
    cpuonly-2.0                |                0           2 KB  pytorch
    cryptography-41.0.3        |  py310h130f0dd_0         2.0 MB
    ffmpeg-4.3                 |       hf484d3e_0         9.9 MB  pytorch
    filelock-3.9.0             |  py310h06a4308_0          18 KB
    freetype-2.12.1            |       h4a9f257_0         626 KB
    giflib-5.2.1               |       h5eee18b_3          80 KB
    gmp-6.2.1                  |       h295c915_3         544 KB
    gmpy2-2.1.2                |  py310heeb90bb_0         517 KB
    gnutls-3.6.15              |       he1e5248_0         1.0 MB
    idna-3.4                   |  py310h06a4308_0          97 KB
    intel-openmp-2021.4.0      |    h06a4308_3561         4.2 MB
    jinja2-3.1.2               |  py310h06a4308_0         215 KB
    jpeg-9e                    |       h5eee18b_1         262 KB
    lame-3.100                 |       h7b6447c_0         323 KB
    lcms2-2.12                 |       h3be6417_0         312 KB
    lerc-3.0                   |       h295c915_0         196 KB
    libdeflate-1.17            |       h5eee18b_1          64 KB
    libiconv-1.16              |       h7f8727e_2         736 KB
    libidn2-2.3.4              |       h5eee18b_0         146 KB
    libjpeg-turbo-2.0.0        |       h9bf148f_0         950 KB  pytorch
    libpng-1.6.39              |       h5eee18b_0         304 KB
    libtasn1-4.19.0            |       h5eee18b_0          63 KB
    libtiff-4.5.1              |       h6a678d5_0         533 KB
    libunistring-0.9.10        |       h27cfd23_0         536 KB
    libwebp-1.3.2              |       h11a3e52_0          87 KB
    libwebp-base-1.3.2         |       h5eee18b_0         387 KB
    llvm-openmp-14.0.6         |       h9e868ea_0         4.4 MB
    lz4-c-1.9.4                |       h6a678d5_0         154 KB
    markupsafe-2.1.1           |  py310h7f8727e_0          34 KB
    mkl-2021.4.0               |     h06a4308_640       142.6 MB
    mkl-service-2.4.0          |  py310h7f8727e_0         177 KB
    mkl_fft-1.3.1              |  py310hd6ae3a3_0         567 KB
    mkl_random-1.2.2           |  py310h00e6091_0        1009 KB
    mpc-1.1.0                  |       h10f8cd9_1          90 KB
    mpfr-4.0.2                 |       hb69a4c5_1         487 KB
    mpmath-1.3.0               |  py310h06a4308_0         834 KB
    nettle-3.7.3               |       hbbd107a_1         809 KB
    networkx-3.1               |  py310h06a4308_0         2.8 MB
    numpy-1.24.3               |  py310hd5efca6_0          11 KB
    numpy-base-1.24.3          |  py310h8e6c178_0         6.9 MB
    openh264-2.1.1             |       h4ff587b_0         711 KB
    openjpeg-2.4.0             |       h3ad879b_0         331 KB
    pillow-10.0.1              |  py310ha6cbd5a_0         748 KB
    pycparser-2.21             |     pyhd3eb1b0_0          94 KB
    pyopenssl-23.2.0           |  py310h06a4308_0          97 KB
    pysocks-1.7.1              |  py310h06a4308_0          28 KB
    pytorch-2.1.0              |     py3.10_cpu_0        77.3 MB  pytorch
    pytorch-mutex-1.0          |              cpu           3 KB  pytorch
    pyyaml-6.0.1               |  py310h5eee18b_0         180 KB
    requests-2.31.0            |  py310h06a4308_0          97 KB
    six-1.16.0                 |     pyhd3eb1b0_1          18 KB
    sympy-1.11.1               |  py310h06a4308_0        11.8 MB
    torchaudio-2.1.0           |        py310_cpu         4.8 MB  pytorch
    torchvision-0.16.0         |        py310_cpu         6.9 MB  pytorch
    typing_extensions-4.7.1    |  py310h06a4308_0          55 KB
    urllib3-1.26.18            |  py310h06a4308_0         198 KB
    yaml-0.2.5                 |       h7b6447c_0          75 KB
    zstd-1.5.5                 |       hc292b87_0         647 KB
    ------------------------------------------------------------
                                           Total:       290.1 MB

The following NEW packages will be INSTALLED:

  blas               pkgs/main/linux-64::blas-1.0-mkl
  brotli-python      pkgs/main/linux-64::brotli-python-1.0.9-py310h6a678d5_7
  certifi            pkgs/main/linux-64::certifi-2023.7.22-py310h06a4308_0
  cffi               pkgs/main/linux-64::cffi-1.15.1-py310h74dc2b5_0
  charset-normalizer pkgs/main/noarch::charset-normalizer-2.0.4-pyhd3eb1b0_0
  cpuonly            pytorch/noarch::cpuonly-2.0-0
  cryptography       pkgs/main/linux-64::cryptography-41.0.3-py310h130f0dd_0
  ffmpeg             pytorch/linux-64::ffmpeg-4.3-hf484d3e_0
  filelock           pkgs/main/linux-64::filelock-3.9.0-py310h06a4308_0
  freetype           pkgs/main/linux-64::freetype-2.12.1-h4a9f257_0
  giflib             pkgs/main/linux-64::giflib-5.2.1-h5eee18b_3
  gmp                pkgs/main/linux-64::gmp-6.2.1-h295c915_3
  gmpy2              pkgs/main/linux-64::gmpy2-2.1.2-py310heeb90bb_0
  gnutls             pkgs/main/linux-64::gnutls-3.6.15-he1e5248_0
  idna               pkgs/main/linux-64::idna-3.4-py310h06a4308_0
  intel-openmp       pkgs/main/linux-64::intel-openmp-2021.4.0-h06a4308_3561
  jinja2             pkgs/main/linux-64::jinja2-3.1.2-py310h06a4308_0
  jpeg               pkgs/main/linux-64::jpeg-9e-h5eee18b_1
  lame               pkgs/main/linux-64::lame-3.100-h7b6447c_0
  lcms2              pkgs/main/linux-64::lcms2-2.12-h3be6417_0
  lerc               pkgs/main/linux-64::lerc-3.0-h295c915_0
  libdeflate         pkgs/main/linux-64::libdeflate-1.17-h5eee18b_1
  libiconv           pkgs/main/linux-64::libiconv-1.16-h7f8727e_2
  libidn2            pkgs/main/linux-64::libidn2-2.3.4-h5eee18b_0
  libjpeg-turbo      pytorch/linux-64::libjpeg-turbo-2.0.0-h9bf148f_0
  libpng             pkgs/main/linux-64::libpng-1.6.39-h5eee18b_0
  libtasn1           pkgs/main/linux-64::libtasn1-4.19.0-h5eee18b_0
  libtiff            pkgs/main/linux-64::libtiff-4.5.1-h6a678d5_0
  libunistring       pkgs/main/linux-64::libunistring-0.9.10-h27cfd23_0
  libwebp            pkgs/main/linux-64::libwebp-1.3.2-h11a3e52_0
  libwebp-base       pkgs/main/linux-64::libwebp-base-1.3.2-h5eee18b_0
  llvm-openmp        pkgs/main/linux-64::llvm-openmp-14.0.6-h9e868ea_0
  lz4-c              pkgs/main/linux-64::lz4-c-1.9.4-h6a678d5_0
  markupsafe         pkgs/main/linux-64::markupsafe-2.1.1-py310h7f8727e_0
  mkl                pkgs/main/linux-64::mkl-2021.4.0-h06a4308_640
  mkl-service        pkgs/main/linux-64::mkl-service-2.4.0-py310h7f8727e_0
  mkl_fft            pkgs/main/linux-64::mkl_fft-1.3.1-py310hd6ae3a3_0
  mkl_random         pkgs/main/linux-64::mkl_random-1.2.2-py310h00e6091_0
  mpc                pkgs/main/linux-64::mpc-1.1.0-h10f8cd9_1
  mpfr               pkgs/main/linux-64::mpfr-4.0.2-hb69a4c5_1
  mpmath             pkgs/main/linux-64::mpmath-1.3.0-py310h06a4308_0
  nettle             pkgs/main/linux-64::nettle-3.7.3-hbbd107a_1
  networkx           pkgs/main/linux-64::networkx-3.1-py310h06a4308_0
  numpy              pkgs/main/linux-64::numpy-1.24.3-py310hd5efca6_0
  numpy-base         pkgs/main/linux-64::numpy-base-1.24.3-py310h8e6c178_0
  openh264           pkgs/main/linux-64::openh264-2.1.1-h4ff587b_0
  openjpeg           pkgs/main/linux-64::openjpeg-2.4.0-h3ad879b_0
  pillow             pkgs/main/linux-64::pillow-10.0.1-py310ha6cbd5a_0
  pycparser          pkgs/main/noarch::pycparser-2.21-pyhd3eb1b0_0
  pyopenssl          pkgs/main/linux-64::pyopenssl-23.2.0-py310h06a4308_0
  pysocks            pkgs/main/linux-64::pysocks-1.7.1-py310h06a4308_0
  pytorch            pytorch/linux-64::pytorch-2.1.0-py3.10_cpu_0
  pytorch-mutex      pytorch/noarch::pytorch-mutex-1.0-cpu
  pyyaml             pkgs/main/linux-64::pyyaml-6.0.1-py310h5eee18b_0
  requests           pkgs/main/linux-64::requests-2.31.0-py310h06a4308_0
  six                pkgs/main/noarch::six-1.16.0-pyhd3eb1b0_1
  sympy              pkgs/main/linux-64::sympy-1.11.1-py310h06a4308_0
  torchaudio         pytorch/linux-64::torchaudio-2.1.0-py310_cpu
  torchvision        pytorch/linux-64::torchvision-0.16.0-py310_cpu
  typing_extensions  pkgs/main/linux-64::typing_extensions-4.7.1-py310h06a4308_0
  urllib3            pkgs/main/linux-64::urllib3-1.26.18-py310h06a4308_0
  yaml               pkgs/main/linux-64::yaml-0.2.5-h7b6447c_0
  zstd               pkgs/main/linux-64::zstd-1.5.5-hc292b87_0

Downloading and Extracting Packages
freetype-2.12.1      | 626 KB    | ####################################################################### | 100% 
libtasn1-4.19.0      | 63 KB     | ####################################################################### | 100% 
gmp-6.2.1            | 544 KB    | ####################################################################### | 100% 
libiconv-1.16        | 736 KB    | ####################################################################### | 100% 
lcms2-2.12           | 312 KB    | ####################################################################### | 100% 
nettle-3.7.3         | 809 KB    | ####################################################################### | 100% 
torchvision-0.16.0   | 6.9 MB    | ####################################################################### | 100% 
certifi-2023.7.22    | 153 KB    | ####################################################################### | 100% 
libdeflate-1.17      | 64 KB     | ####################################################################### | 100% 
lz4-c-1.9.4          | 154 KB    | ####################################################################### | 100% 
urllib3-1.26.18      | 198 KB    | ####################################################################### | 100% 
mkl_random-1.2.2     | 1009 KB   | ####################################################################### | 100% 
libjpeg-turbo-2.0.0  | 950 KB    | ####################################################################### | 100% 
mkl-2021.4.0         | 142.6 MB  | ####################################################################### | 100% 
zstd-1.5.5           | 647 KB    | ####################################################################### | 100% 
charset-normalizer-2 | 35 KB     | ####################################################################### | 100% 
six-1.16.0           | 18 KB     | ####################################################################### | 100% 
yaml-0.2.5           | 75 KB     | ####################################################################### | 100% 
jpeg-9e              | 262 KB    | ####################################################################### | 100% 
cffi-1.15.1          | 407 KB    | ####################################################################### | 100% 
numpy-1.24.3         | 11 KB     | ####################################################################### | 100% 
torchaudio-2.1.0     | 4.8 MB    | ####################################################################### | 100% 
markupsafe-2.1.1     | 34 KB     | ####################################################################### | 100% 
numpy-base-1.24.3    | 6.9 MB    | ####################################################################### | 100% 
idna-3.4             | 97 KB     | ####################################################################### | 100% 
cpuonly-2.0          | 2 KB      | ####################################################################### | 100% 
gmpy2-2.1.2          | 517 KB    | ####################################################################### | 100% 
ffmpeg-4.3           | 9.9 MB    | ####################################################################### | 100% 
mkl-service-2.4.0    | 177 KB    | ####################################################################### | 100% 
gnutls-3.6.15        | 1.0 MB    | ####################################################################### | 100% 
intel-openmp-2021.4. | 4.2 MB    | ####################################################################### | 100% 
libpng-1.6.39        | 304 KB    | ####################################################################### | 100% 
filelock-3.9.0       | 18 KB     | ####################################################################### | 100% 
blas-1.0             | 6 KB      | ####################################################################### | 100% 
pycparser-2.21       | 94 KB     | ####################################################################### | 100% 
typing_extensions-4. | 55 KB     | ####################################################################### | 100% 
pytorch-2.1.0        | 77.3 MB   | ####################################################################### | 100% 
pyopenssl-23.2.0     | 97 KB     | ####################################################################### | 100% 
libunistring-0.9.10  | 536 KB    | ####################################################################### | 100% 
openjpeg-2.4.0       | 331 KB    | ####################################################################### | 100% 
pysocks-1.7.1        | 28 KB     | ####################################################################### | 100% 
libwebp-base-1.3.2   | 387 KB    | ####################################################################### | 100% 
giflib-5.2.1         | 80 KB     | ####################################################################### | 100% 
lame-3.100           | 323 KB    | ####################################################################### | 100% 
libtiff-4.5.1        | 533 KB    | ####################################################################### | 100% 
pillow-10.0.1        | 748 KB    | ####################################################################### | 100% 
networkx-3.1         | 2.8 MB    | ####################################################################### | 100% 
sympy-1.11.1         | 11.8 MB   | ####################################################################### | 100% 
llvm-openmp-14.0.6   | 4.4 MB    | ####################################################################### | 100% 
libwebp-1.3.2        | 87 KB     | ####################################################################### | 100% 
libidn2-2.3.4        | 146 KB    | ####################################################################### | 100% 
mpmath-1.3.0         | 834 KB    | ####################################################################### | 100% 
jinja2-3.1.2         | 215 KB    | ####################################################################### | 100% 
mpfr-4.0.2           | 487 KB    | ####################################################################### | 100% 
mkl_fft-1.3.1        | 567 KB    | ####################################################################### | 100% 
openh264-2.1.1       | 711 KB    | ####################################################################### | 100% 
brotli-python-1.0.9  | 907 KB    | ####################################################################### | 100% 
mpc-1.1.0            | 90 KB     | ####################################################################### | 100% 
pyyaml-6.0.1         | 180 KB    | ####################################################################### | 100% 
requests-2.31.0      | 97 KB     | ####################################################################### | 100% 
lerc-3.0             | 196 KB    | ####################################################################### | 100% 
pytorch-mutex-1.0    | 3 KB      | ####################################################################### | 100% 
cryptography-41.0.3  | 2.0 MB    | ####################################################################### | 100% 
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
(aigc) [root@iZuf69qx2t0dhnq9rxy7mfZ stable-diffusion-webui]# pip3 install opencv-python-headless gfpgan open-clip-torch xformers pyngrok clip-anytorch
Looking in indexes: http://mirrors.cloud.aliyuncs.com/pypi/simple/
Collecting opencv-python-headless
  Downloading http://mirrors.cloud.aliyuncs.com/pypi/packages/9d/d7/e2aaf344254292d2046f9984b54212e4e7d69a57d30ae15e7294840710f6/opencv_python_headless-4.8.1.78-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (49.1 MB)
     ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49.1/49.1 MB 54.0 MB/s eta 0:00:00
Collecting gfpgan
  Downloading http://mirrors.cloud.aliyuncs.com/pypi/packages/80/a2/84bb50a2655fda1e6f35ae57399526051b8a8b96ad730aea82abeaac4de8/gfpgan-1.3.8-py3-none-any.whl (52 kB)
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Collecting rsa<5,>=3.1.4 (from google-auth<3,>=1.6.3->tb-nightly->gfpgan)
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Collecting matplotlib (from filterpy->facexlib>=0.2.5->gfpgan)
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Collecting llvmlite<0.42,>=0.41.0dev0 (from numba->facexlib>=0.2.5->gfpgan)
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Collecting imageio>=2.27 (from scikit-image->basicsr>=1.4.2->gfpgan)
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Collecting tifffile>=2022.8.12 (from scikit-image->basicsr>=1.4.2->gfpgan)
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Collecting lazy_loader>=0.3 (from scikit-image->basicsr>=1.4.2->gfpgan)
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Collecting oauthlib>=3.0.0 (from requests-oauthlib>=0.7.0->google-auth-oauthlib<2,>=0.5->tb-nightly->gfpgan)
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Collecting contourpy>=1.0.1 (from matplotlib->filterpy->facexlib>=0.2.5->gfpgan)
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Collecting cycler>=0.10 (from matplotlib->filterpy->facexlib>=0.2.5->gfpgan)
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Collecting fonttools>=4.22.0 (from matplotlib->filterpy->facexlib>=0.2.5->gfpgan)
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Collecting kiwisolver>=1.0.1 (from matplotlib->filterpy->facexlib>=0.2.5->gfpgan)
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Collecting pyparsing>=2.3.1 (from matplotlib->filterpy->facexlib>=0.2.5->gfpgan)
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Collecting python-dateutil>=2.7 (from matplotlib->filterpy->facexlib>=0.2.5->gfpgan)
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Building wheels for collected packages: pyngrok, basicsr, filterpy, future
  Building wheel for pyngrok (setup.py) ... done
  Created wheel for pyngrok: filename=pyngrok-7.0.0-py3-none-any.whl size=21129 sha256=519d3b2dea77225bf9ac1e466773f472f400abc38e75f188d6b067224b20ab27
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  Building wheel for basicsr (setup.py) ... done
  Created wheel for basicsr: filename=basicsr-1.4.2-py3-none-any.whl size=214818 sha256=6007014d21a6bf183b81c296c97bb72cc799a5e2c54c74552be32200e10e4052
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  Building wheel for filterpy (setup.py) ... done
  Created wheel for filterpy: filename=filterpy-1.4.5-py3-none-any.whl size=110459 sha256=756e429c75f3d321f2d6b695736ec50beba7924876317d9880ba24acd61ca917
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  Building wheel for future (setup.py) ... done
  Created wheel for future: filename=future-0.18.3-py3-none-any.whl size=492024 sha256=0261878dcd51fbabf2bdd81ac8063e423b1e66f87059ba29a6821edffdfd4de1
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Successfully built pyngrok basicsr filterpy future
Installing collected packages: wcwidth, sentencepiece, lmdb, addict, zipp, werkzeug, tqdm, tomli, tifffile, tensorboard-data-server, scipy, safetensors, regex, python-dateutil, pyparsing, pyngrok, pyasn1, protobuf, platformdirs, packaging, opencv-python-headless, opencv-python, oauthlib, markdown, llvmlite, lazy_loader, kiwisolver, imageio, grpcio, future, ftfy, fsspec, fonttools, cycler, contourpy, cachetools, absl-py, scikit-image, rsa, requests-oauthlib, pyasn1-modules, numba, matplotlib, importlib-metadata, huggingface-hub, yapf, xformers, google-auth, filterpy, timm, google-auth-oauthlib, facexlib, clip-anytorch, tb-nightly, open-clip-torch, basicsr, gfpgan
Successfully installed absl-py-2.0.0 addict-2.4.0 basicsr-1.4.2 cachetools-5.3.2 clip-anytorch-2.5.2 contourpy-1.1.1 cycler-0.12.1 facexlib-0.3.0 filterpy-1.4.5 fonttools-4.43.1 fsspec-2023.10.0 ftfy-6.1.1 future-0.18.3 gfpgan-1.3.8 google-auth-2.23.3 google-auth-oauthlib-1.1.0 grpcio-1.59.0 huggingface-hub-0.18.0 imageio-2.31.6 importlib-metadata-6.8.0 kiwisolver-1.4.5 lazy_loader-0.3 llvmlite-0.41.1 lmdb-1.4.1 markdown-3.5 matplotlib-3.8.0 numba-0.58.1 oauthlib-3.2.2 open-clip-torch-2.23.0 opencv-python-4.8.1.78 opencv-python-headless-4.8.1.78 packaging-23.2 platformdirs-3.11.0 protobuf-4.24.4 pyasn1-0.5.0 pyasn1-modules-0.3.0 pyngrok-7.0.0 pyparsing-3.1.1 python-dateutil-2.8.2 regex-2023.10.3 requests-oauthlib-1.3.1 rsa-4.9 safetensors-0.4.0 scikit-image-0.22.0 scipy-1.11.3 sentencepiece-0.1.99 tb-nightly-2.16.0a20231025 tensorboard-data-server-0.7.2 tifffile-2023.9.26 timm-0.9.8 tomli-2.0.1 tqdm-4.66.1 wcwidth-0.2.8 werkzeug-3.0.1 xformers-0.0.22.post7 yapf-0.40.2 zipp-3.17.0
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
(aigc) [root@iZuf69qx2t0dhnq9rxy7mfZ stable-diffusion-webui]# pip3 install -r requirements_versions.txt
Looking in indexes: http://mirrors.cloud.aliyuncs.com/pypi/simple/
Collecting blendmodes==2022 (from -r requirements_versions.txt (line 1))
  Downloading http://mirrors.cloud.aliyuncs.com/pypi/packages/a9/1a/fc3216efda12211fd50823a720fed817e6d936ecacd9531277207c4e9838/blendmodes-2022-py3-none-any.whl (10 kB)
Collecting transformers==4.25.1 (from -r requirements_versions.txt (line 2))
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Collecting accelerate==0.12.0 (from -r requirements_versions.txt (line 3))
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Requirement already satisfied: basicsr==1.4.2 in /root/.conda/envs/aigc/lib/python3.10/site-packages (from -r requirements_versions.txt (line 4)) (1.4.2)
Requirement already satisfied: gfpgan==1.3.8 in /root/.conda/envs/aigc/lib/python3.10/site-packages (from -r requirements_versions.txt (line 5)) (1.3.8)
Collecting gradio==3.16.2 (from -r requirements_versions.txt (line 6))
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Collecting numpy==1.23.3 (from -r requirements_versions.txt (line 7))
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Collecting Pillow==9.4.0 (from -r requirements_versions.txt (line 8))
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Collecting realesrgan==0.3.0 (from -r requirements_versions.txt (line 9))
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Requirement already satisfied: torch in /root/.conda/envs/aigc/lib/python3.10/site-packages (from -r requirements_versions.txt (line 10)) (2.1.0)
Collecting omegaconf==2.2.3 (from -r requirements_versions.txt (line 11))
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Collecting pytorch_lightning==1.7.6 (from -r requirements_versions.txt (line 12))
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Collecting scikit-image==0.19.2 (from -r requirements_versions.txt (line 13))
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Successfully built jsonmerge antlr4-python3-runtime font-roboto ffmpy
DEPRECATION: torchsde 0.2.5 has a non-standard dependency specifier numpy>=1.19.*; python_version >= "3.7". pip 24.0 will enforce this behaviour change. A possible replacement is to upgrade to a newer version of torchsde or contact the author to suggest that they release a version with a conforming dependency specifiers. Discussion can be found at https://github.com/pypa/pip/issues/12063
DEPRECATION: pytorch-lightning 1.7.6 has a non-standard dependency specifier torch>=1.9.*. pip 24.0 will enforce this behaviour change. A possible replacement is to upgrade to a newer version of pytorch-lightning or contact the author to suggest that they release a version with a conforming dependency specifiers. Discussion can be found at https://github.com/pypa/pip/issues/12063
Installing collected packages: trampoline, tokenizers, safetensors, resize-right, pytz, pydub, lark, fonts, font-roboto, ffmpy, einops, boltons, antlr4-python3-runtime, aenum, websockets, uc-micro-py, tzdata, toolz, sniffio, smmap, rpds-py, python-multipart, pyDeprecate, pydantic, pycryptodome, psutil, protobuf, Pillow, piexif, orjson, omegaconf, numpy, multidict, mdurl, lightning-utilities, inflection, idna, h11, frozenlist, exceptiongroup, deprecation, click, chardet, attrs, async-timeout, aiofiles, yarl, uvicorn, requests, referencing, PyWavelets, pandas, markdown-it-py, linkify-it-py, gitdb, blendmodes, anyio, aiosignal, torchsde, torchmetrics, torchdiffeq, starlette, scikit-image, mdit-py-plugins, kornia, jsonschema-specifications, httpcore, GitPython, aiohttp, accelerate, transformers, timm, jsonschema, httpx, fastapi, clean-fid, tensorboard, jsonmerge, altair, pytorch_lightning, gradio, realesrgan
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    Found existing installation: requests 2.31.0
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    Found existing installation: scikit-image 0.22.0
    Uninstalling scikit-image-0.22.0:
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  Attempting uninstall: timm
    Found existing installation: timm 0.9.8
    Uninstalling timm-0.9.8:
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Successfully installed GitPython-3.1.27 Pillow-9.4.0 PyWavelets-1.4.1 accelerate-0.12.0 aenum-3.1.15 aiofiles-23.2.1 aiohttp-3.8.6 aiosignal-1.3.1 altair-5.1.2 antlr4-python3-runtime-4.9.3 anyio-3.7.1 async-timeout-4.0.3 attrs-23.1.0 blendmodes-2022 boltons-23.0.0 chardet-4.0.0 clean-fid-0.1.29 click-8.1.7 deprecation-2.1.0 einops-0.4.1 exceptiongroup-1.1.3 fastapi-0.90.1 ffmpy-0.3.1 font-roboto-0.0.1 fonts-0.0.3 frozenlist-1.4.0 gitdb-4.0.11 gradio-3.16.2 h11-0.12.0 httpcore-0.15.0 httpx-0.24.1 idna-2.10 inflection-0.5.1 jsonmerge-1.8.0 jsonschema-4.19.1 jsonschema-specifications-2023.7.1 kornia-0.6.7 lark-1.1.2 lightning-utilities-0.9.0 linkify-it-py-2.0.2 markdown-it-py-3.0.0 mdit-py-plugins-0.4.0 mdurl-0.1.2 multidict-6.0.4 numpy-1.23.3 omegaconf-2.2.3 orjson-3.9.9 pandas-2.1.1 piexif-1.1.3 protobuf-4.23.4 psutil-5.9.6 pyDeprecate-0.3.2 pycryptodome-3.19.0 pydantic-1.10.13 pydub-0.25.1 python-multipart-0.0.6 pytorch_lightning-1.7.6 pytz-2023.3.post1 realesrgan-0.3.0 referencing-0.30.2 requests-2.25.1 resize-right-0.0.2 rpds-py-0.10.6 safetensors-0.2.7 scikit-image-0.19.2 smmap-5.0.1 sniffio-1.3.0 starlette-0.23.1 tensorboard-2.15.0 timm-0.6.7 tokenizers-0.13.3 toolz-0.12.0 torchdiffeq-0.2.3 torchmetrics-1.2.0 torchsde-0.2.5 trampoline-0.1.2 transformers-4.25.1 tzdata-2023.3 uc-micro-py-1.0.2 uvicorn-0.23.2 websockets-12.0 yarl-1.9.2
WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv
(aigc) [root@iZuf69qx2t0dhnq9rxy7mfZ stable-diffusion-webui]# python launch.py --listen --lowvram --no-half --skip-torch-cuda-test
Python 3.10.6 (main, Oct 24 2022, 16:07:47) [GCC 11.2.0]
Commit hash: 0cc0ee1bcb4c24a8c9715f66cede06601bfc00c8
Installing requirements for Web UI
Launching Web UI with arguments: --listen --lowvram --no-half --ckpt /root/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors --lora-dir /root/models/Lora
/root/.conda/envs/aigc/lib/python3.10/site-packages/torchvision/transforms/functional_tensor.py:5: UserWarning: The torchvision.transforms.functional_tensor module is deprecated in 0.15 and will be **removed in 0.17**. Please don't rely on it. You probably just need to use APIs in torchvision.transforms.functional or in torchvision.transforms.v2.functional.
  warnings.warn(
Warning: caught exception 'Found no NVIDIA driver on your system. Please check that you have an NVIDIA GPU and installed a driver from http://www.nvidia.com/Download/index.aspx', memory monitor disabled
Traceback (most recent call last):
  File "/root/stable-diffusion-webui/launch.py", line 361, in <module>
    start()
  File "/root/stable-diffusion-webui/launch.py", line 352, in start
    import webui
  File "/root/stable-diffusion-webui/webui.py", line 15, in <module>
    from modules import import_hook, errors, extra_networks, ui_extra_networks_checkpoints
  File "/root/stable-diffusion-webui/modules/ui_extra_networks_checkpoints.py", line 6, in <module>
    from modules import shared, ui_extra_networks, sd_models
  File "/root/stable-diffusion-webui/modules/sd_models.py", line 17, in <module>
    from modules.sd_hijack_inpainting import do_inpainting_hijack
  File "/root/stable-diffusion-webui/modules/sd_hijack_inpainting.py", line 7, in <module>
    import ldm.models.diffusion.ddpm
  File "/root/stable-diffusion-webui/repositories/stable-diffusion-stability-ai/ldm/models/diffusion/ddpm.py", line 12, in <module>
    import pytorch_lightning as pl
  File "/root/.conda/envs/aigc/lib/python3.10/site-packages/pytorch_lightning/__init__.py", line 34, in <module>
    from pytorch_lightning.callbacks import Callback  # noqa: E402
  File "/root/.conda/envs/aigc/lib/python3.10/site-packages/pytorch_lightning/callbacks/__init__.py", line 25, in <module>
    from pytorch_lightning.callbacks.progress import ProgressBarBase, RichProgressBar, TQDMProgressBar
  File "/root/.conda/envs/aigc/lib/python3.10/site-packages/pytorch_lightning/callbacks/progress/__init__.py", line 22, in <module>
    from pytorch_lightning.callbacks.progress.rich_progress import RichProgressBar  # noqa: F401
  File "/root/.conda/envs/aigc/lib/python3.10/site-packages/pytorch_lightning/callbacks/progress/rich_progress.py", line 20, in <module>
    from torchmetrics.utilities.imports import _compare_version
ImportError: cannot import name '_compare_version' from 'torchmetrics.utilities.imports' (/root/.conda/envs/aigc/lib/python3.10/site-packages/torchmetrics/utilities/imports.py)

到这里报错了，尝试了重装torchmetrics库：

(aigc) [root@iZuf69qx2t0dhnq9rxy7mfZ stable-diffusion-webui]# pip install --force-reinstall torchmetrics

没解决，搞不定，溜了溜了哈哈

GPT给出的建议： 解决此问题的方法可能包括：

  1. 检查torchmetrics库是否安装正确。你可以尝试重新安装torchmetrics并确保安装的是兼容的版本。

  2. 检查依赖关系。可能存在torchmetrics依赖的其他库存在版本冲突的情况。你可以尝试检查依赖关系并更新或回滚特定的库版本。

  3. 检查Python环境。确认你的Python环境中包含的库版本是否与该应用程序的要求匹配。你可以考虑创建一个虚拟环境，并在其中重新安装所有必要的依赖项。

  4. 检查Python代码。检查你的代码中是否有与导入相关的问题，例如名称错误、路径问题等。