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Summary: This diff adds lowbit embedding kernels to torchao. These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255

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pytorch-bot bot commented Oct 4, 2024

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/1018

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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 Oct 4, 2024
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This pull request was exported from Phabricator. Differential Revision: D63839255

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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 4, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 4, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 7, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 7, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 8, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 8, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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@jerryzh168 if things look good to you, can you approve the diff too D63839255

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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 11, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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@metascroy I'm mostly just stamping the ao/experimental PR, do you need a proper review or just stamps for the diff?

metascroy added a commit to metascroy/ao that referenced this pull request Oct 15, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 15, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
metascroy added a commit to metascroy/ao that referenced this pull request Oct 15, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

1 similar comment
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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 16, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 16, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
metascroy added a commit to metascroy/ao that referenced this pull request Oct 16, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Differential Revision: D63839255
@facebook-github-bot
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This pull request was exported from Phabricator. Differential Revision: D63839255

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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 17, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Reviewed By: digantdesai

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

metascroy added a commit to metascroy/ao that referenced this pull request Oct 17, 2024
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Reviewed By: digantdesai

Differential Revision: D63839255
Summary:
Pull Request resolved: pytorch#1018

This diff adds lowbit embedding kernels to torchao.  These reuse the same bitpacking code as the linear kernels.

Reviewed By: digantdesai

Differential Revision: D63839255
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This pull request was exported from Phabricator. Differential Revision: D63839255

@facebook-github-bot facebook-github-bot merged commit 6653b45 into pytorch:main Oct 17, 2024
17 of 19 checks passed
yanbing-j pushed a commit to yanbing-j/ao that referenced this pull request Dec 9, 2024
Summary: This improves best tokens/sec from 73 to 85.

Co-authored-by: Jack-Khuu <[email protected]>
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