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Arm backend: Fix transposed conv lowering#19391

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Christoffer-JL wants to merge 1 commit intopytorch:mainfrom
Christoffer-JL:cjoh_conv
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Arm backend: Fix transposed conv lowering#19391
Christoffer-JL wants to merge 1 commit intopytorch:mainfrom
Christoffer-JL:cjoh_conv

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@Christoffer-JL Christoffer-JL commented May 8, 2026

Avoid accidentally slicing transpose convolutions.

Input slicing is used for regular convolutions to trim unused edge regions for TOSA lowering, but that is not valid for transpose convolutions. Shrinking the input to a transpose convolution changes the expanded output shape and can break output_padding cases.

cc @digantdesai @freddan80 @per @zingo @oscarandersson8218 @mansnils @Sebastian-Larsson @robell

Avoid accidentally slicing transpose convolutions.

Input slicing is used for regular convolutions to trim unused edge regions for TOSA lowering, but that is not valid for transpose convolutions. Shrinking the input to a transpose convolution changes the expanded output shape and can break output_padding cases.

Signed-off-by: Christoffer J.L <christoffer.johanssonlundqvist@arm.com>
Change-Id: Ib3e349310bf1672ea1cce366154101aed1415e6e
@Christoffer-JL Christoffer-JL added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk release notes: arm Changes to the ARM backend delegate labels May 8, 2026
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pytorch-bot Bot commented May 8, 2026

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/19391

Note: Links to docs will display an error until the docs builds have been completed.

❌ 1 New Failure, 1 Pending, 4 Unrelated Failures

As of commit c072133 with merge base 69989b7 (image):

NEW FAILURE - The following job has failed:

FLAKY - The following job failed but was likely due to flakiness present on trunk:

BROKEN TRUNK - The following jobs failed but was present on the merge base:

👉 Rebase onto the `viable/strict` branch to avoid these failures

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@meta-cla meta-cla 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 8, 2026
@github-actions github-actions Bot added the module: arm Issues related to arm backend label May 8, 2026
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ciflow/trunk CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: arm Issues related to arm backend partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm release notes: arm Changes to the ARM backend delegate

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