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Quantize compatible node + activation patterns as one block #7555

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@Tessil Tessil commented Jan 8, 2025

Annotate conv1d/conv2d/linear followed by relu/relu6 patterns as one block and fuse the activation into its parent.

The activation will then be implicitly done in the tosa.rescale node that will have a -128 zero-point.

@Tessil Tessil added the partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm label Jan 8, 2025
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pytorch-bot bot commented Jan 8, 2025

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/7555

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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 Jan 8, 2025
Annotate conv1d/conv2d/linear followed by relu/relu6 patterns as one block and fuse the activation into its parent. The activation will then be implicitly done in the tosa.rescale node that will have a -128 zero-point.

Change-Id: I5bf1e2c91be21ab842012fbc20d159af7fe2222d
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