docker.md

Using docker in this project

Docker commands

Remove all containers

docker rm -f $(docker ps -aq)

Remove image

docker rmi <image_name>

Step 1: Install docker

Windows - Docker

Install docker desktop

Arch - Docker

sudo pacman -S docker docker-compose
sudo systemctl start docker
sudo systemctl enable docker
sudo groupadd docker
sudo usermod -aG docker $USER

Step 2: Install nvidia containers

Windows - Nvidia containers

Just make sure docker desktop uses wsl2 and cuda is up to date

Arch - Nvidia containers

yay -S nvidia-container-toolkit
sudo nvidia-ctk runtime configure --runtime=docker
sudo systemctl restart docker

Step 2.5: Change command for sweeps, etc

CMD ["Custom command"]

Step 3: Build docker container

docker build -t <PROJECT_NAME> -f Dockerfile.wandb .

Step 3.5: Create volumes

Create volume called data

docker run  -v data:/usr/src/app <PROJECT_NAME>
docker run -it --rm -v data:/data alpine sh
mv data/raw .

Step 4: Run docker container

Linux

docker run --gpus <all | '"device=0,1"'> -v <project-path>/data:/app/data <PROJECT_NAME>
docker run -it --rm --gpus all -v ~/competitions/<PROJECT_NAME>/data:/app/data <PROJECT_NAME>:latest

Windows

docker run --ipc=host -it --gpus all  -v data:/usr/src/app/data <PROJECT_NAME>