1.更新

sudo apt update && sudo apt upgrade -y

2.自动推荐安装驱动

sudo ubuntu-drivers autoinstall

3.重启

sudo reboot

4.验证安装情况

nvidia-smi

5.安装NVIDIA Container Toolkit 

在线安装

# 为 apt 获取 HTTPS 支持
apt install apt-transport-https curl

# 添加 NVIDIA 软件存储库
curl -fsSL https://nvidia.github.io/libnvidia-container/gpgkey | sudo gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg \
  && curl -s -L https://nvidia.github.io/libnvidia-container/stable/deb/nvidia-container-toolkit.list | \
    sed 's#deb https://#deb [signed-by=/usr/share/keyrings/nvidia-container-toolkit-keyring.gpg] https://#g' | \
    sudo tee /etc/apt/sources.list.d/nvidia-container-toolkit.list

# 更新软件包列表
systemctl daemon-reload
sudo apt-get update
安装
sudo apt-get install -y nvidia-container-toolkit

离线安装。

地址：https://github.com/NVIDIA/libnvidia-container/tree/gh-pages/stable/deb/amd64

下载对应的版本的四个文件

将下载的文件传到服务器上分别运行sudo dpkg -i libnvidia-container1_1.17.8-1_amd64.deb 

查看安装是否成功

nvidia-ctk --version