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[WebNN] Fuse QDQ for reduce on tflite #52672

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Merged
merged 1 commit into from
May 26, 2025

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@chromium-wpt-export-bot chromium-wpt-export-bot commented May 20, 2025

This CL supports fusing dq->reduce->q subgraph on tflite.

QDQ fusion only support reduce operation with kSum, kMean, kMax and kMin
kinds. Input and output operands have to be dequantized from ints8, the
scale and zero point of input and output have to be scaler.

Bug: 401281047
Change-Id: Ibc727be20e4ef6a9e6ba923499c5799dd8b512f5
Reviewed-on: https://chromium-review.googlesource.com/c/chromium/src/+/6566130
Reviewed-by: ningxin hu <[email protected]>
Commit-Queue: Wei4 Wang <[email protected]>
Reviewed-by: Phillis Tang <[email protected]>
Cr-Commit-Position: refs/heads/main@{#1465308}

This CL supports fusing `dq->reduce->q` subgraph on tflite.

QDQ fusion only support reduce operation with kSum, kMean, kMax and kMin
kinds. Input and output operands have to be dequantized from ints8, the
scale and zero point of input and output have to be scaler.

Bug: 401281047
Change-Id: Ibc727be20e4ef6a9e6ba923499c5799dd8b512f5
Reviewed-on: https://chromium-review.googlesource.com/c/chromium/src/+/6566130
Reviewed-by: ningxin hu <[email protected]>
Commit-Queue: Wei4 Wang <[email protected]>
Reviewed-by: Phillis Tang <[email protected]>
Cr-Commit-Position: refs/heads/main@{#1465308}
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The review process for this patch is being conducted in the Chromium project.

@chromium-wpt-export-bot chromium-wpt-export-bot merged commit 5922ae1 into master May 26, 2025
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@chromium-wpt-export-bot chromium-wpt-export-bot deleted the chromium-export-cl-6566130 branch May 26, 2025 04:34
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3 participants