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[Reproducibility] Score-P and OMPT: Bridging the Gap for Offloading in OpenMP Performance Analysis

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Zenodo2026-05-29 更新2026-06-05 收录
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[This tarball contains reproducibility material for the paper "Score-P and OMPT: Bridging the Gap for Offloading in OpenMP Performance Analysis" which was submitted for the 22nd International Workshop on OpenMP] (Preliminary) Abstract: With the diverse space of acelerators in HPC, OpenMP target offloading has become a prevalent approach in accelerator programming.However, performance analysis has historically been challenging due to the distribution of relevant events across distinct tooling interfaces.OMPT enables the observation of these events through a standardized runtime interface, thereby facilitating the execution of OpenMP-level offload analysis.This paper extends the OMPT-based measurement support of Score-P to include support for target offloading.We outline the implementation approach and portability workarounds necessary to accommodate the discrepancies between current runtime and compiler implementations.For assessment, we investigate the overhead and the compare OMPT-reported durations with vendor low-level interfaces utilizing microbenchmarks and SPEChpc 2021 benchmark workloads for the OpenMP runtimes provided by AMD ROCm and the HPE Cray Compiler Environment.The findings of the study suggest that OMPT-based offload analysis is a valuable tool for the evaluation of specific configurations.However, it is important to note that runtime-dependent limitations persist, particularly with regard to timestamp behavior and robustness.

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2026-05-29
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