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pytorch / opacus

Training PyTorch models with differential privacy
https://opacus.ai
Apache License 2.0
1.72k stars 345 forks source link

Fast Gradient Clipping and Ghost Clipping #656

Closed EnayatUllah closed 4 months ago

EnayatUllah commented 4 months ago

Introducing Fast Gradient Clipping and Ghost Clipping to Opacus for memory-efficient training with DP SGD.

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request was exported from Phabricator. Differential Revision: D58210796

facebook-github-bot commented 4 months ago

This pull request has been merged in pytorch/opacus@670fde6b430b647ff1456103f2f2bcefa5eaa8bf.