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Investigating Applications on the A64FX

Authors :
Jackson, Adrian
Weiland, Michèle
Brown, Nick
Turner, Andrew
Parsons, Mark
Publication Year :
2020

Abstract

The A64FX processor from Fujitsu, being designed for computational simulation and machine learning applications, has the potential for unprecedented performance in HPC systems. In this paper, we evaluate the A64FX by benchmarking against a range of production HPC platforms that cover a number of processor technologies. We investigate the performance of complex scientific applications across multiple nodes, as well as single node and mini-kernel benchmarks. This paper finds that the performance of the A64FX processor across our chosen benchmarks often significantly exceeds other platforms, even without specific application optimisations for the processor instruction set or hardware. However, this is not true for all the benchmarks we have undertaken. Furthermore, the specific configuration of applications can have an impact on the runtime and performance experienced.

Subjects

Subjects :
Computer Science - Performance

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2009.11806
Document Type :
Working Paper