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Summary:
Added adaptive clipping as a capability for Opacus.

Supported only with ghost-clipping.

Distributed data parallel training is supported.

Differential Revision: D67522957

@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 Jan 9, 2025
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This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 9, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
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This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 9, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 9, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 9, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 10, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 10, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
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This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 27, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 27, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 29, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D67522957

iden-kalemaj added a commit to iden-kalemaj/opacus that referenced this pull request Jan 29, 2025
Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Differential Revision: D67522957
@facebook-github-bot
Copy link
Contributor

This pull request was exported from Phabricator. Differential Revision: D67522957

Summary:

Added adaptive clipping as a capability for Opacus. 

Supported only with ghost-clipping. 

Distributed data parallel training is supported.

Reviewed By: HuanyuZhang

Differential Revision: D67522957
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This pull request was exported from Phabricator. Differential Revision: D67522957

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This pull request has been merged in 57f0349.

afuaansah pushed a commit to afuaansah/opacus that referenced this pull request Mar 4, 2025
Summary:
Pull Request resolved: meta-pytorch#711

Added adaptive clipping as a capability for Opacus.

Supported only with ghost-clipping.

Distributed data parallel training is supported.

Reviewed By: HuanyuZhang

Differential Revision: D67522957

fbshipit-source-id: 1ea05d22cf9ee1e16f891fbe8dc9d46a48dfb92e
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2 participants