【AIGC】阿里云ecs部署stable diffusion

文章目录

• • 安装anaconda
  • 安装cuda
  • [git 加速](#git 加速)
  • 配置虚拟环境
  • 挂载oss
  • 端口开放
  • 启动服务
  • 其他
  • • controlnet
    • 显卡使用监控
  • 参考资料

安装anaconda

安装Python、wget、git

sudo apt install python3 python3-pip python3-virtualenv wget git

安装前置依赖

sudo apt-get install libgl1-mesa-glx libegl1-mesa libxrandr2 libxrandr2 libxss1 libxcursor1 libxcomposite1 libasound2 libxi6 libxtst6

下载anaconda

wget https://repo.anaconda.com/archive/Anaconda3-2023.03-1-Linux-x86_64.sh

创建Python 3.10.6的虚拟环境

conda create --name sdwebui python=3.10.6

安装cuda

os=ubuntu2004

arch=x86_64

wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/cuda-keyring_1.0-1_all.deb

sudo dpkg -i cuda-keyring_1.0-1_all.deb

sudo apt update

sudo apt install cuda-11-8

git 加速

开启加速

export http_proxy=http://172.181.217.43:12798 && export https_proxy=http://172.181.217.43:12798

关闭加速

unset http_proxy && unset https_proxy

【todo：注意关闭配置】https://blog.csdn.net/zhiboqingyun/article/details/123912058

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

配置虚拟环境

启动虚拟环境
conda activate sdwebui

如果想要于bash script自动以conda启动虚拟环境，可以把这二行加入至webui-user.sh顶端：
eval "$(conda shell.bash hook)"
conda activate sdwebui

下载模型
wget -nc -P ~/stable-diffusion-webui/models/Stable-diffusion https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.5-pruned.safetensors -O anything-v4.5-pruned.safetensors

首次启动
./webui.sh 
# 或
./webui.sh --xformers --skip-install --enable-insecure-extension-access

挂载oss

https://help.aliyun.com/document_detail/153892.html?spm=a2c4g.153893.0.0.1d877f1fHkYVYt

端口开放

https://www.bilibili.com/read/cv23060248

启动服务时需要添加 --listen参数

./webui.sh --listen

sed -i 's/can_run_as_root=0/can_run_as_root=1/g' webui.sh &&

./webui.sh --no-download-sd-model --xformers

启动后的一些权限问题

sudo chown -R root stable-diffusion-webui

sudo chgrp -R root stable-diffusion-webui

服务地址：http://xx.xx.xx.xx:7860/

启动服务

sudo ./webui.sh --listen --skip-install --enable-insecure-extension-access

其他

controlnet

https://github.com/Mikubill/sd-webui-controlnet/issues/1399

Package cairo was not found in the pkg-config search path.

Perhaps you should add the directory containing `cairo.pc'

to the PKG_CONFIG_PATH environment variable

No package 'cairo' found

ERROR: Could not build wheels for pycairo, which is required to install pyproject.toml-based projects

sudo apt install libcairo2-dev

I fixed itby this way:

1. run command below on linux

   sudo apt install libcairo2-dev

2. install svglib package manually or relaunch webui

   pip install svglib

显卡使用监控

watch -n 1 nvidia-smi

参考资料

查看Linux服务器配置|是否有GPU以及GPU信息：https://blog.csdn.net/qq_41725313/article/details/123784429

安装至Linux：https://ivonblog.com/posts/stable-diffusion-webui-manuals/zh-cn/installation/linux-installation/

安装驱动：https://ivonblog.com/posts/ubuntu-install-nvidia-drivers/

安装驱动（阿里云官方文档）：https://help.aliyun.com/document_detail/163824.htm?spm=a2c4g.298150.0.0.1e0b5355t3jXPh#concept-ecy-qrz-wgb