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Non-deterministic map operator option in data loading #1088

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What does this PR do? Please describe:

Add the "deterministic" boolean parameter to the map operator in data_pipeline. It follows similar semantics as the tensorflow equivalent: https://www.tensorflow.org/api_docs/python/tf/data/Dataset#map , i.e. it trades the matching of output and input order with some execution speed.

Does your PR introduce any breaking changes? If yes, please list them:
No

Check list:

  • Was the content of this PR discussed and approved via a GitHub issue? (no need for typos or documentation improvements)
  • Did you read the contributor guideline?
  • Did you make sure that your PR does only one thing instead of bundling different changes together?
  • Did you make sure to update the documentation with your changes? (if necessary)
  • Did you write any new necessary tests?
  • Did you verify new and existing tests pass locally with your changes?
  • Did you update the CHANGELOG? (no need for typos, documentation, or minor internal changes)

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MartinGleize and others added 9 commits January 16, 2025 21:54

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@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Mar 19, 2025
@artemru artemru marked this pull request as ready for review March 20, 2025 22:31
@artemru artemru requested a review from cbalioglu as a code owner March 20, 2025 22:31
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3 participants