一、安装docker
1. 安装必要依赖
bash
sudo apt-get update
sudo apt-get install -y ca-certificates curl gnupg lsb-release
2. 添加阿里云的 Docker GPG 密钥
bash
# 创建存放密钥的目录
sudo install -m 0755 -d /etc/apt/keyrings
# 下载并转换密钥
curl -fsSL https://mirrors.aliyun.com/docker-ce/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg
# 设置密钥文件权限
sudo chmod a+r /etc/apt/keyrings/docker.gpg
3. 添加阿里云的 Docker 软件源
bash
echo \
"deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://mirrors.aliyun.com/docker-ce/linux/ubuntu \
$(. /etc/os-release && echo "$VERSION_CODENAME") stable" | \
sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
4. 安装 Docker 核心组件
bash
sudo apt-get update
sudo apt-get install -y docker-ce docker-ce-cli containerd.io docker-compose-plugin
5.验证 Docker
bash
docker --version
二、安装nvidia-container-toolkit
1.添加GPG 密钥
bash
curl -fsSL https://mirrors.ustc.edu.cn/libnvidia-container/gpgkey | sudo gpg --dearmor -o /usr/share/keyrings/nvidia-container-toolkit-keyring.gpg
2.配置apt国内镜像库
bash
curl -s -L https://mirrors.ustc.edu.cn/libnvidia-container/stable/deb/nvidia-container-toolkit.list | \
sed 's#deb https://nvidia.github.io#deb [signed-by=/usr/share/keyrings/nvidia-container-toolkit-keyring.gpg] https://mirrors.ustc.edu.cn#g' | \
sudo tee /etc/apt/sources.list.d/nvidia-container-toolkit.list
3.安装nvidia-container-toolkit
bash
sudo apt update && sudo apt install nvidia-container-toolkit
4. 配置 Docker Runtime
bash
sudo nvidia-ctk runtime configure --runtime=docker
5. 重启 Docker
bash
sudo systemctl restart docker
6. 测试 GPU Docker
bash
docker run --rm --gpus all \
nvidia/cuda:13.0.0-base-ubuntu22.04 \
nvidia-smi
三、配置 Docker Hub 镜像源(国外源访问不了或者很慢)
bash
sudo mkdir -p /etc/docker
sudo nano /etc/docker/daemon.json
写入:
bash
{
"registry-mirrors": [
"https://docker.1ms.run",
"https://dockerproxy.com",
"https://hub.rat.dev"
]
}
重启
bash
sudo systemctl daemon-reload
sudo systemctl restart docker