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Summary:
Follow up on D73619452

We noticed that this pattern used to be fused, but stopped being fused after D73619452.

What happens is that we were checking for unitary dimensions. So a tensor of shape [1, 5, 30] is equivalent (in memory) to [5, 1, 30]. So, transposing on [0, 2] then on [0, 1] is (almost) equivalent to an identity and can be fused

This diff re-establishes this behavior.

Differential Revision: D74447383

@ThomasJannaud ThomasJannaud requested a review from tarun292 as a code owner May 9, 2025 03:45
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pytorch-bot bot commented May 9, 2025

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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 May 9, 2025
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This pull request was exported from Phabricator. Differential Revision: D74447383

Summary:

Follow up on D73619452

We noticed that this pattern used to be fused, but stopped being fused after D73619452.

What happens is that we were checking for unitary dimensions. So a tensor of shape [1, 5, 30] is equivalent (in memory) to [5, 1, 30]. So, transposing on [0, 2] then on [0, 1] is (almost) equivalent to an identity and can be fused

This diff re-establishes this behavior.

Reviewed By: mcremon-meta

Differential Revision: D74447383
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This pull request was exported from Phabricator. Differential Revision: D74447383

@facebook-github-bot facebook-github-bot merged commit 6759d35 into pytorch:main May 9, 2025
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3 participants