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using-docker.md

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Using Docker

A docker file is available which allows for iterative development and running experiments. To build a new image and use it, follow the proceeding steps.

  1. Create a Weights and Biases personal access token

  2. Create GitHub personal access token. Ideally use a fine-grained one which has access only to the contents of this repository.

  3. Create a file named .env with the following contents

WANDB_KEY=
GITHUB_USER=
GITHUB_PAT=
GIT_NAME=""
GIT_EMAIL=""
SSH_PUBKEY=""

  1. Fill in the details with the W&B PAT, your GitHub username, your GitHub PAT, your name as you'd like it to appear in git commit messages, the email you'd like to use for git commits and the SSH public key you'd like to use to access the container.

  2. Build the image using the following command:

docker build -t DOCKER_REPO:DOCKER_TAG --build-arg user=USER --secret id=my_env,src=.env .

replacing DOCKER_REPO and DOCKER_TAG with the appropriate details and USER with your desired username for the linux user (i.e. your home directory will be /home/USER/).

  1. Push the image to the Docker Hub, ready for use.