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Evaluating the Marvell ThunderX2 Server Processor for HPC Workloads

机译:评估Marvell ThunderX2服务器处理器的HPC工作负载

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The high performance computing industry is undergoing a period of substantial change. Not least because of fabrication and lithographic challenges in the manufacturing of next-generation processors. As such challenges mount, the industry is looking to generate higher performance from additional functionality in the micro-architecture space as well as a greater emphasis on efficiency in the design of networkon-chip resources and memory subsystems. Such variation in design opens opportunities for new entrants in the data center and server markets where varying compute-to-memory ratios can present end users with more efficient node designs for particular workloads. In this paper we compare the recently released Marvell ThunderX2 Arm processor - arguably the first high-performance computing capable Arm design available in the marketplace. We perform a set of micro-benchmarking and mini-application evaluation on the ThunderX2 comparing it with Intel's Haswell and Skylake Xeon server parts commonly used in contemporary HPC designs. Our findings show that no one processor performs the best across all benchmarks, but that the ThunderX2 excels in areas demanding high memory bandwidth due to the provisioning of more memory channels in its design. We conclude that the ThunderX2 is a serious contender in the HPC server segment and has the potential to offer supercomputing sites with a viable high-performance alternative to existing designs from established industry players.
机译:高性能计算行业正经历着巨大的变革时期。尤其是由于下一代处理器制造中的制造和光刻挑战。随着此类挑战的日益加深,业界正在寻求通过微体系结构空间中的其他功能来产生更高的性能,以及更加重视片上网络资源和内存子系统的设计效率。这种设计上的变化为数据中心和服务器市场的新进入者提供了机会,在这些市场中,不同的计算内存比率可以为最终用户提供针对特定工作负载的更有效的节点设计。在本文中,我们将比较最近发布的Marvell ThunderX2 Arm处理器-可以说是市场上第一个具有高性能计算能力的Arm设计。我们将ThunderX2与当代HPC设计中常用的Intel Haswell和Skylake Xeon服务器部件进行比较,从而对ThunderX2进行了一组微基准测试和微型应用程序评估。我们的发现表明,没有任何一个处理器在所有基准测试中都能表现最佳,但是由于在其设计中提供了更多的存储通道,因此ThunderX2在要求高存储带宽的领域表现出色。我们得出的结论是,ThunderX2在HPC服务器领域是一个强有力的竞争者,并且有潜力为超级计算站点提供可行的高性能替代方案,以替代已建立的行业参与者的现有设计。

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