~/talk

How to help yourself and ML community make PyTorch better.

Talkat Scale By the Bay 2023 · 2023-11-13..11-15· [machine-learning, open-source]
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slides:none on file

Practical steps for fixing or extending PyTorch: create a small reproducible case, run the built-in collect environment to capture Python, hardware and dependency details, and file a GitHub issue against the pytorch repo with full logs and reproduction. For features start with an RFC issue; for code submit focused PRs with tests and single-purpose changes. CI uses labels to select tests, nightly builds come from the viable strict branch, and the HUD dashboard helps trace which commit and test failed.

AI-written summary · about

  1. 0:00Introduction to PyTorch contributions
  2. 0:43What is PyTorch and getting started
  3. 1:26Reporting issues in PyTorch
  4. 3:11Writing good bug reports
  5. 4:42Submitting feature requests
  6. 6:10How to contribute to PyTorch
  7. 7:14Submitting pull requests
  8. 9:19PR review process and expectations
  9. 10:20PyTorch PR lifecycle
  10. 12:47Handling CI failures and reverts
  11. 14:12PyTorch testing infrastructure
  12. 16:04Release cadence and nightly builds
  13. 17:08PyTorch review structure
  14. 18:37Q&A session
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