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ZENODO
Dataset . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2025
License: CC BY
Data sources: Datacite
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[Reproducibility] Score-P and OMPT: Smoothing the bumpy road to OpenMP performance measurement

Authors: Reuter, Jan André; Feld, Christian; Mohr, Bernd;

[Reproducibility] Score-P and OMPT: Smoothing the bumpy road to OpenMP performance measurement

Abstract

[This tarball contains reproducibility material for the paper "Score-P and OMPT: Smoothing the bumpy road to OpenMP performance measurement" which was accepted for 15th International Parallel Tools Workshop 2024] Abstract: The OpenMP API is a widely used interface for high-level parallel pro-gramming. With large adoption in the HPC community, OpenMP is a key compo-nent in leveraging node-level parallelism in applications and frameworks. Herewith,a need for OpenMP-aware performance measurement and analysis tools arose. Inversion 5.0 of the OpenMP specification, the OpenMP Tools Interface (OMPT) wasintroduced, providing means to collect information about the application’s use ofOpenMP directives and routines.Although provided with a detailed specification, understanding and correctly han-dling the CPU execution model event sequence dispatched from runtimes requiresanalysis of events, their parameters and executing threads. To facilitate this, we de-veloped a freely available OMPT tool that allows for logging events and metadata forpost-mortem inspection. Analyzing the output of this tool enabled us to implementan OMPT tool for the performance measurement infrastructure Score-P.As vendors interpret the OMPT specification, various checks were developed todetect deviations and work around them. Accompanying the development of OMPTitself, the overhead being introduced was always a concern. To assess this overheadin various contemporary runtimes, we used the EPCC OpenMP MicroBenchmarkSuite and the SPEChpc 2021 Benchmark Suites, without an OMPT tool, with aNOOP tool, and with the Score-P OMPT tool attached.

Keywords

Score-P, OpenMP, performance measurement, performance analysis, OMPT, OpenMP Tools Interface

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average