拉取镜像

# 拉取镜像
docker pull nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04
# 官网镜像网址：
https://hub.docker.com/r/nvidia/cuda/tags/?page=1&name=10.1
# 镜像机制
docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/nvidia/cuda:12.1.0-cudnn8-devel-ubuntu20.04
# 运行镜像 加载所有的GPU，并映射宿主机地址：虚拟机地址进行文件共享。
docker run -it --restart=unless-stopped --gpus=all -v /data/lp/dacker/cu100:/data/ --name lp_ldacu10 nvidia/cuda:10.0-cudnn7-devel-ubuntu18.04 /bin/bash
docker run XX
# 退出后进入容器
docker exec -it 702854239da3 /bin/bash
# 初始操作
apt-get update
cp /etc/apt/sources.list /etc/apt/sources.list.bak
apt-get install vim

系统操作

wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
bash Miniconda3-latest-Linux-x86_64.sh 
source ~/.bashrc
conda create --name gnn python=3.8
vim /etc/apt/sources.list

##########################
#添加阿里源
deb http://mirrors.aliyun.com/ubuntu/ focal main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ focal main restricted universe multiverse
deb http://mirrors.aliyun.com/ubuntu/ focal-security main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ focal-security main restricted universe multiverse
deb http://mirrors.aliyun.com/ubuntu/ focal-updates main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ focal-updates main restricted universe multiverse
deb http://mirrors.aliyun.com/ubuntu/ focal-proposed main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ focal-proposed main restricted universe multiverse
deb http://mirrors.aliyun.com/ubuntu/ focal-backports main restricted universe multiverse
deb-src http://mirrors.aliyun.com/ubuntu/ focal-backports main restricted universe multiverse
#添加清华源
deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ focal main restricted universe multiverse
# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ focal main restricted universe multiverse
deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ focal-updates main restricted universe multiverse
# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ focal-updates main restricted universe multiverse
deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ focal-backports main restricted universe multiverse
# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ focal-backports main restricted universe multiverse
deb https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ focal-security main restricted universe multiverse
# deb-src https://mirrors.tuna.tsinghua.edu.cn/ubuntu/ focal-security main restricted universe multiverse multiverse
################################
apt-get update

安装miniconda

apt-get -y install wget

wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
bash Miniconda3-latest-Linux-x86_64.sh 
source ~/.bashrc
conda create --name gnn python=3.8
vim ~/.condarc
#####conda 国内源
channels:
  - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
  - https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/menpo/
  - https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/bioconda/
  - https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/msys2/
  - https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
  - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
  - defaults
show_channel_urls: true

#################

conda install pip
pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple
pip腾讯源： -i https://mirrors.tencent.com/pypi/simple/
# 解决中文乱码
apt-get install -y locales
localedef -i en_US -c -f UTF-8 -A /usr/share/locale/locale.alias en_US.UTF-8

locale-gen en_US.UTF-8
export LC_ALL=en_US.UTF-8
export LANG=en_US.UTF-8
export LANGUAGE=en_US.UTF-8

docker文件操作

# 容器向宿主机复制文件
sudo docker cp  775de20bcb95:/data/lp/ /data/lp/
# 宿主机向容器复制文件
sudo docker cp  /data/lp/  7167bf342e7b:/data/lp/ 
# 进入容器
docker exec -it 702854239da3 /bin/bash

docker 安装

参考：
https://blog.csdn.net/u011278722/article/details/137673353