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Add autodiff building simulator benchmark #80665

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Add autodiff building simulator benchmark #80665

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@asl asl commented Apr 9, 2025

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@asl asl requested a review from eeckstein as a code owner April 9, 2025 02:02
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asl commented Apr 9, 2025

Autodiff relies heavily on inlining and closure optimizations, so some non-trivial code shows the impact of optimizations. Usually the difference for reverse pass (derivative calculation, corresponds to AutoDiffBuildingSimulator.Reverse) is ~10x for Benchmark_O vs Benchmark_Onone.

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asl commented Apr 9, 2025

@swift-ci please test

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asl commented Apr 9, 2025

@swift-ci please benchmark

@asl asl mentioned this pull request Apr 9, 2025
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asl commented Apr 9, 2025

Tagging @JaapWijnen

@asl asl added the AutoDiff label Apr 29, 2025
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