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This is a Quantitative Study study.

October 9, 2025Open Access

ARM SVE Unleashed: Performance and Insights Across HPC Applications on Nvidia Grace

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This study demonstrates the utility of ARM's SVE in HPC, highlighting performance impacts and bottlenecks.

Using ARM's SVE enhances performance and reduces executed instructions across HPC applications.
Our metrics show that SVE can lead to significant performance speedup in high-performance computing.
The adapted roofline model identifies performance bottlenecks tied to vector length and data elements.
A decision tree is proposed for classifying SVE-boosted performance in applications for improved analysis.

Shi et al. (2025) studied this question.

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