Comparative Evaluation of Bandwidth-Bound Applications on the Intel Xeon CPU MAX Series

Reguly, István Zoltán (2023) Comparative Evaluation of Bandwidth-Bound Applications on the Intel Xeon CPU MAX Series. In: Proceedings of the SC ’23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis. Association for Computing Machinery, New York, pp. 1236-1244. ISBN 979-8-4007-0785-8

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Abstract

In this paper we explore the performance of Intel® Xeon® MAX CPU Series, representing the most significant new variation upon the classical CPU architecture since the Intel® Xeon Phi™ Processor. Given the availability of a large on-package high-bandwidth memory, the bandwidth-to-compute ratio has significantly shifted compared to other CPUs on the market. Since a large fraction of HPC workloads are sensitive to the available bandwidth, we explore how this architecture performs on a selection of HPC proxies and applications that are mostly sensitive to bandwidth, and how it compares to the previous 3rd generation Intel® Xeon® Scalable processors (codenamed Ice Lake) and an AMD EPYC™ 7003 Series Processor with 3D V-Cache Technology (codenamed Milan-X). We explore performance with different parallel implementations (MPI, MPI+OpenMP, MPI+SYCL), compiled with different compilers and flags, and executed with or without hyperthreading. We show how performance bottlenecks are shifted from bandwidth to communication latencies for some applications, and demonstrate speedups compared to the previous generation between 2.0x-4.3x.

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