eungbean/deepo repository overview

⁠Docker for A.I. Researcher

"Docker for A.I. Researcher" is a series of Shell script that

• allows you to quickly set up your deep learning research environment.
• supports the next-generation pytorch library, pytorch-lightning⁠.
• supports SSH! Remote work with laptop OUTSIDE of the box.
• includes fancy terminal setup with oh-my-zsh.

⁠Demo

Docker: Try it on Binder⁠

⁠1. Requirements

• Nvidia GPU Driver Installation
• 10 minuites

⁠2. What's inside?

├── scripts
│   ├── 1-basic_install.sh
│   ├── 2-docker_install.sh
│   ├── 3-docker_build.sh
│   ├── 4-run_docker.sh
│   └── 5-setting_alias.sh

• 1-basic_install.sh : Install NVIDIA Driver + Terminal Utilities
• 2-docker_install.sh : Install Docker + NvidiaDocker2
• 3-docker_build.sh : Setup Environment. Dockerfile + Docker Image build.
• 4-run_docker.sh : Run Docker Container.
• 5-setting_alias.sh : Optional. Setting some happy alias.

⁠3. Quick Start

⁠step 1. clone the repository

sudo apt-get install git
git clone https://github.com/eungbean/Docker-for-AI-Researcher
cd Docker-for-AI-Researcher

⁠Step 2. Install NVIDIA Driver and Terminal setup.

sudo sh scripts/1-basic_install.sh

Install following packages.

• NVidia Driver
• Terminal tools
  • zsh
  • oh-my-zsh
  • zsh-syntax-highlighting
  • zsh-autosuggestions
  • neovim
  • spacevim
  • powerline font
• GPU Monitoring tools
  • gpustat
  • glances
• git
• openssh

⁠Step 3. Install Docker

sudo sh scripts/2-docker_install.sh

exact same procedure from Nvidia Docker 2⁠ Installation Guide⁠.

⁠Step 4. Configure Your Environment

.env

configure your folder, port, etc.

⁠Step 5. Build and run your Docker Container

sudo sh scripts/3-docker_build.sh
sudo sh scripts/4-run_docker.sh

• Initial root user id/password is root:root.
• please change it using passwd command inside the containder (don't worry. we'll do this together below).
• SSH to container will be automatically set up: Try below!

⁠Step 6. Post Installation

⁠1) Send ssh key to container

ssh-copy-id -p 10022 -i ~/.ssh/id_rsa [email protected]

• SSH to container will be automatically set up: Try ssh -p 10022 root@localhost and type password root.

⁠2) Get inside docker container

ssh -p 10022 [email protected]

• Initial ssh id/pw is root/root.
• if you open 10022 port to the world, then you can access to your container via 10022 port from your laptop.

docker exec -it ${CONTAINER_NAME} /usr/bin/zsh

⁠3) Change ssh password

(inside docker container)
passwd

You have to set your own password.