7.2 KiB
7.2 KiB
Continuous Integration and Delivery
Unit and Integration Testing
| workflow file | action | accelerator* |
|---|---|---|
| .github/workflows/ci-tests-pytorch.yml | Run all tests except for accelerator-specific, standalone and slow tests. | CPU |
| .azure-pipelines/ipu-tests.yml | Run only IPU-specific tests. | IPU |
| .azure-pipelines/hpu-tests.yml | Run only HPU-specific tests. | HPU |
| .azure-pipelines/gpu-tests-pytorch.yml | Run all CPU and GPU-specific tests, standalone, and examples. Each standalone test needs to be run in separate processes to avoid unwanted interactions between test cases. | GPU |
| .azure-pipelines/gpu-benchmark.yml | Run speed/memory benchmarks for parity with pure PyTorch. | GPU |
| .github/workflows/tpu-tests.yml | Run only TPU-specific tests. | TPU |
-
*Accelerators used in CI
- GPU: 2 x NVIDIA RTX 3090
- TPU: Google GKE TPUv3
- IPU: Colossus MK1 IPU
- HPU: Intel Habana Gaudi SYS-420GH-TNGR which has 8 Gaudi accelerators
-
To check which versions of Python or PyTorch are used for testing in our CI, see the corresponding workflow files or checkgroup cofig file at
.github/checkgroup.yml.
Documentation
| workflow file | action |
|---|---|
| .github/workflows/docs-checks.yml | Run doctest. |
Code Quality
| workflow file | action |
|---|---|
| .codecov.yml | Measure test coverage with codecov.io |
| .github/workflows/code-checks.yml | Check Python typing with MyPy. |
| .github/workflows/ci-schema.yml | Validate the syntax of workflow files. |
| .github/workflows/check-md-links.yml | Validate links in markdown files. |
Others
| workflow file | action |
|---|---|
| .github/workflows/ci-dockers-pytorch.yml | Build docker images used for testing in CI. If run on nightly schedule, push to the Docker Hub. |
| .github/workflows/ci-pkg-install.yml | Test if pytorch-lightning is successfully installed using pip. |
Deployment
| workflow file | action |
|---|---|
| .github/workflows/release-pypi.yml | Publish a release to PyPI. |
| .github/workflows/release-docker.yml | Build Docker images from dockers/*/Dockerfile and publish them on hub.docker.com. |
| .github/workflows/_legacy-checkpoints.yml | App on request generate legacy checkpoints and upload them to AWS S3. |
Bots
| workflow file | action |
|---|---|
| .github/mergify.yml | Label PRs as conflicts or ready, and request reviews if needed. |
| .github/stale.yml | Close inactive issues/PRs sometimes after adding the "won't fix" label to them. |
| .github/workflows/probot-auto-cc.yml, .github/lightning-probot.yml | Notify maintainers of interest depending on labels added to an issue We utilize lightning-probot forked from PyTorch’s probot. |
| .github/workflows/probot-check-group.yml, .github/checkgroup.yml | Checks whether the relevant jobs were successfully run based on the changed files in the PR |
| .pre-commit-config.yaml | pre-commit.ci runs a set of linters and formatters, such as black, ruff and isort. When formatting is applied, the bot pushes a commit with its change. This configuration is also used for running pre-commit locally. |
| .github/workflows/labeler.yml, .github/labeler.yml | Integration of https://github.com/actions/labeler |