Thank you for your interest in contributing to Dynamo. To help us review your work efficiently, please follow the workflow below.
You can submit a PR directly without an issue if:
- Your change is <100 lines of code AND addresses a simple, focused concern (typos, simple bug fixes, formatting)
- OR your PR addresses an existing approved GitHub Issue (link with "Fixes #123")
You must create a GitHub Issue first for:
- Changes ≥100 lines of code
- New features, architecture changes, or multi-component changes
- Any change that requires design discussion
Note: All PRs are triaged. If your PR lacks sufficient context or understanding, reviewers will reject the PR and ask you to first submit an issue and get approval before proceeding.
If you are an external contributor and your change requires a GitHub Issue, please follow this workflow. This process ensures that external contributions are well-aligned with the project's goals and reduces the likelihood of significant rework.
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Create a GitHub Issue First – Before writing any code, open a GitHub Issue using the Contribution Request template.
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Identify the Problem – Clearly explain the problem you are trying to solve, including any relevant context, error messages, or use cases.
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Recommend a Solution – Propose your intended solution or approach in the issue. Include:
- Estimated PR size: XS / S / M / L / XL / XXL (use your best judgment)
- Files affected: Approximate number and which components/interfaces
- Type of change:
- Bug fix: Corrects existing behavior with minimal code changes; should include tests that capture the issue
- New feature: Adds new behavior or capability; requires comprehensive tests for the new functionality
- Refactoring: Restructures code without changing behavior; no new tests required
- Performance improvement: Optimizes existing behavior; should include before/after benchmarks
This helps the Dynamo team understand your plan, assess complexity, and provide early feedback. PRs that significantly exceed their stated size may be rejected.
-
Get Approval – Wait for the Dynamo team to review and approve both the problem statement and your proposed solution. This ensures alignment with the project's architecture and roadmap before you invest time in implementation. Once approved, a maintainer will apply the
approved-for-prlabel to your issue. -
Submit a Pull Request – Once your issue has the
approved-for-prlabel, submit a PR that references the issue. Link your PR to the issue using GitHub keywords (e.g., "Fixes #123" or "Closes #123"). -
Address Code Rabbit Review – Wait for the automated Code Rabbit review to complete. Address its suggestions, including the nitpicks—they are often quite insightful and help improve code quality.
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Ensure CI Tests Pass – Wait for all CI tests to pass. If any tests fail, investigate and fix the issues before requesting human review.
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Check CODEOWNERS – Review the CODEOWNERS file to identify which team members need to sign off on your PR based on the files you've modified.
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Request a Review – Add whomever approved your GitHub Issue as a reviewer on your PR. Please also add @dagil-nvidia for visibility.
Note on AI-Generated Code: While Dynamo encourages the use of AI-generated code, it is the full responsibility of the submitter to understand every change in the PR. Failure to demonstrate sufficient understanding of the submitted code will result in rejection.
Contributions that fix documentation errors or that make small changes to existing code can be contributed directly by following the rules below and submitting an appropriate PR.
Contributions intended to add significant new functionality must follow a more collaborative path described in the following points. Before submitting a large PR that adds a major enhancement or extension, be sure to submit a GitHub issue that describes the proposed change so that the Dynamo team can provide feedback.
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As part of the GitHub issue discussion, a design for your change will be agreed upon. An up-front design discussion is required to ensure that your enhancement is done in a manner that is consistent with Dynamo's overall architecture.
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The Dynamo project is spread across multiple GitHub Repositories. The Dynamo team will provide guidance about how and where your enhancement should be implemented.
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Testing is a critical part of any Dynamo enhancement. You should plan on spending significant time on creating tests for your change. The Dynamo team will help you to design your testing so that it is compatible with existing testing infrastructure.
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If your enhancement provides a user visible feature then you need to provide documentation.
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The code style convention is enforced by common formatting tools for a given language (such as clang-format for c++, black for python). See below on how to ensure your contributions conform. In general please follow the existing conventions in the relevant file, submodule, module, and project when you add new code or when you extend/fix existing functionality.
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Avoid introducing unnecessary complexity into existing code so that maintainability and readability are preserved.
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Try to keep code changes for each pull request (PR) as concise as possible:
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Fillout PR template with clear description and mark applicable checkboxes
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Avoid committing commented-out code.
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Wherever possible, each PR should address a single concern. If there are several otherwise-unrelated things that should be fixed to reach a desired endpoint, it is perfectly fine to open several PRs and state in the description which PR depends on another PR. The more complex the changes are in a single PR, the more time it will take to review those changes.
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Make sure that the build log is clean, meaning no warnings or errors should be present.
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Make sure all tests pass.
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Dynamo's default build assumes recent versions of dependencies (CUDA, TensorFlow, PyTorch, TensorRT, etc.). Contributions that add compatibility with older versions of those dependencies will be considered, but NVIDIA cannot guarantee that all possible build configurations work, are not broken by future contributions, and retain highest performance.
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Make sure that you can contribute your work to open source (no license and/or patent conflict is introduced by your code). You must certify compliance with the license terms and sign off on the Developer Certificate of Origin (DCO) described below before your pull request (PR) can be merged.
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Thanks in advance for your patience as we review your contributions; we do appreciate them!
All pull requests are checked against the pre-commit hooks located in the repository's top-level .pre-commit-config.yaml. The hooks do some sanity checking like linting and formatting. These checks must pass to merge a change.
To run these locally, you can
install pre-commit,
then run pre-commit install inside the cloned repo. When you
commit a change, the pre-commit hooks will run automatically.
If a fix is implemented by a pre-commit hook, adding the file again
and running git commit a second time will pass and successfully
commit.
To run the Github actions locally, you can use the act tool.
See act usage for more information.
For example, to run the pre-merge-rust workflow locally, you can use the following command from terminal:
act -j pre-merge-rust
Also you can use vscode extension GitHub Local Actions to run the workflows from vscode.
Dynamo is an open source product released under the Apache 2.0 license (see either the Apache site or the LICENSE file). The Apache 2.0 license allows you to freely use, modify, distribute, and sell your own products that include Apache 2.0 licensed software.
We respect intellectual property rights of others and we want to make sure all incoming contributions are correctly attributed and licensed. A Developer Certificate of Origin (DCO) is a lightweight mechanism to do that.
The DCO is a declaration attached to every contribution made by
every developer. In the commit message of the contribution,
the developer simply adds a Signed-off-by statement and thereby
agrees to the DCO, which you can find below or at DeveloperCertificate.org.
Developer Certificate of Origin
Version 1.1
Copyright (C) 2004, 2006 The Linux Foundation and its contributors.
Everyone is permitted to copy and distribute verbatim copies of this
license document, but changing it is not allowed.
Developer's Certificate of Origin 1.1
By making a contribution to this project, I certify that:
(a) The contribution was created in whole or in part by me and I
have the right to submit it under the open source license
indicated in the file; or
(b) The contribution is based upon previous work that, to the best
of my knowledge, is covered under an appropriate open source
license and I have the right under that license to submit that
work with modifications, whether created in whole or in part
by me, under the same open source license (unless I am
permitted to submit under a different license), as indicated
in the file; or
(c) The contribution was provided directly to me by some other
person who certified (a), (b) or (c) and I have not modified
it.
(d) I understand and agree that this project and the contribution
are public and that a record of the contribution (including all
personal information I submit with it, including my sign-off) is
maintained indefinitely and may be redistributed consistent with
this project or the open source license(s) involved.
We require that every contribution to Dynamo is signed with a Developer Certificate of Origin, this is verified by a required CI check. Additionally, please use your real name. We do not accept anonymous contributors nor those utilizing pseudonyms.
Each commit must include a DCO which looks like this
Signed-off-by: Jane Smith <jane.smith@email.com>
You may type this line on your own when writing your commit messages.
However, if your user.name and user.email are set in your git configs,
you can use -s or --signoff to add the Signed-off-by line to
the end of the commit message.