Per sample grad correctness util - Githubissues

pytorch / opacus

Training PyTorch models with differential privacy

https://opacus.ai

Apache License 2.0

1.67k stars 332 forks source link

Per sample grad correctness util #532

Closed psolikov closed 1 year ago

psolikov commented 1 year ago

Types of changes

[ ] Bug fix (non-breaking change which fixes an issue)
[x] New feature (non-breaking change which adds functionality)
[ ] Breaking change (fix or feature that would cause existing functionality to change)
[x] Docs change / refactoring / dependency upgrade

Motivation and Context / Related issue

Implementation of the utility described in https://github.com/pytorch/opacus/issues/484.

Refactored the code to avoid code duplicates.

How Has This Been Tested (if it applies)

Added the new utility as a test case for existing tests stored in tests.grad_samples.

Checklist

[x] The documentation is up-to-date with the changes I made.
[x] I have read the CONTRIBUTING document and completed the CLA (see CONTRIBUTING).
[x] All tests passed, and additional code has been covered with new tests.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@facebook-github-bot has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@facebook-github-bot has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@facebook-github-bot has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@facebook-github-bot has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@facebook-github-bot has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

facebook-github-bot commented 1 year ago

@psolikov has updated the pull request. You must reimport the pull request before landing.

facebook-github-bot commented 1 year ago

@facebook-github-bot has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

facebook-github-bot commented 1 year ago

@ffuuugor merged this pull request in pytorch/opacus@a0a31baacc98b5d43e514f034ab2ee65bade9d39.