GitHub - bencevans/wandb-action: Report Weights & Biases Results on Commits & Pull Requests

This action leaves comments on pull requests and commits with Weights & Biases run summaries and comparisons.

Example

For a full example, see this repository.

Commit Report

Pull Request Report

Workflow Steps

- name: Run experiment that reports to Weights & Biases
  run: python train.py
  env:
    WANDB_API_KEY: ${{ secrets.WANDB_API_KEY }}

- name: Report WandB Results
  uses: bencevans/wandb-action@v1
  env:
    GITHUB_TOKEN: ${{ github.token }}
    WANDB_API_KEY: ${{ secrets.WANDB_API_KEY }}

    # Optional. Defaults to the repository owner/name.
    # WANDB_ENTITY: ${{ secrets.WANDB_ENTITY }}
    # WANDB_PROJECT: ${{ secrets.WANDB_PROJECT }}

Setup

1. Retrieve your Weights & Biases API key from your account settings.
2. Add the API key to your repository secrets as WANDB_API_KEY.
3. If your repository path (github.com/[owner/name]) is different to your Weights & Biases project path (wandb.ai/[entity_or_owner/project]), add the entity and project to your repository secrets as WANDB_ENTITY and WANDB_PROJECT.
4. Add the workflow steps as shown above to your workflow file.

Environment Variables

Required

• WANDB_API_KEY - API key for Weights & Biases. You can find this in your account settings.
• GITHUB_TOKEN - Token for GitHub. This is automatically generated by GitHub Actions but needs to be passed to the action.

Optional

• WANDB_PROJECT - Project name to use for the run. Defaults to the repository name.
• WANDB_ENTITY - Entity name to use for the run. Defaults to the repository owner.

License

MIT