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@StrycekSimon StrycekSimon commented Jan 15, 2026

Summary

Adds two passes for inserting/removing simulated BatchNorm fusion for QAT training, similarly to how _fuse_conv_bn_qat adds simulated Conv+BatchNorm fusion in prepare_qat_pt2e function from TorchAO.

Test plan

Added integration tests that covers newly added implementation,

cc @robert-kalmar @JakeStevens @digantdesai

Copilot AI review requested due to automatic review settings January 15, 2026 15:12
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pytorch-bot bot commented Jan 15, 2026

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/16623

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❌ 1 New Failure, 2 Cancelled Jobs, 1 Unrelated Failure

As of commit 8d41a7a with merge base 7a9fb3f (image):

NEW FAILURE - The following job has failed:

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UNSTABLE - The following job is marked as unstable, possibly due to flakiness on trunk:

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@StrycekSimon StrycekSimon requested review from MartinPavella and removed request for Copilot and robert-kalmar January 15, 2026 15:12
@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 Jan 15, 2026
@StrycekSimon StrycekSimon added module: nxp Issues related to NXP Neutron NPU delegation and code under backends/nxp/ release notes: nxp Changes to the NXP Neutron backend delegate labels Jan 15, 2026
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CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. module: nxp Issues related to NXP Neutron NPU delegation and code under backends/nxp/ release notes: nxp Changes to the NXP Neutron backend delegate

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