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Optimize GatherElements further, add threshold for parallelizing Scaler. #5579

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merged 3 commits into from
Oct 24, 2020

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pranavsharma
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@pranavsharma pranavsharma commented Oct 23, 2020

Description: Optimize GatherElements further by parallelizing inner loop, add threshold for parallelizing Scaler.

Motivation and Context
Reduces runtime by 50% when indices exceed 500K. Follow up to this PR.

@pranavsharma pranavsharma requested a review from a team as a code owner October 23, 2020 04:05
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/azp run Linux CPU CI Pipeline,Linux CPU Minimal Build E2E CI Pipeline,Linux CPU x64 NoContribops CI Pipeline,Linux GPU CI Pipeline,Linux GPU TensorRT CI Pipeline,Linux OpenVINO CI Pipeline,MacOS CI Pipeline

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/azp run MacOS NoContribops CI Pipeline,Windows CPU CI Pipeline,Windows GPU CI Pipeline,Windows GPU TensorRT CI Pipeline,centos7_cpu,orttraining-linux-ci-pipeline,orttraining-linux-gpu-ci-pipeline

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Azure Pipelines successfully started running 7 pipeline(s).

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Azure Pipelines successfully started running 7 pipeline(s).

@pranavsharma pranavsharma merged commit 3f3b202 into master Oct 24, 2020
@pranavsharma pranavsharma deleted the more_gather_opt branch October 24, 2020 19:38
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3 participants