Providing cost-effective on-chip network bandwidth in GPGPUs

H. Kim, John Kim, Woong Seo, Yeon-Gon Cho, Soojung Ryu
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引用次数: 35

Abstract

Network-on-chip (NoC) bandwidth has a significant impact on overall performance in throughput-oriented processors such as GPG-PUs. Although it has been commonly assumed that high NoC bandwidth can be provided through abundant on-chip wires, we show that increasing NoC router frequency results in a more cost-effective NoC. However, router arbitration critical path can limit the NoC router frequency. Thus, we propose a direct all-to-all network overlaid on mesh (DA2mesh) NoC architecture that exploits the traffic characteristics of GPGPU and removes arbitration from the router pipeline. DA2mesh simplifies the router pipeline with 36% improvement of performance while reducing NoC energy by 15%.
在gpgpu中提供高性价比的片上网络带宽
片上网络(NoC)带宽对面向吞吐量的处理器(如gpg - pu)的整体性能有重大影响。虽然通常认为高NoC带宽可以通过丰富的片上导线提供,但我们表明,增加NoC路由器频率会导致更具成本效益的NoC。但是,路由器仲裁关键路径可以限制NoC路由器的频率。因此,我们提出了一种直接的全对全网络覆盖网格(DA2mesh) NoC架构,该架构利用了GPGPU的流量特性,并从路由器管道中删除了仲裁。DA2mesh简化了路由器管道,性能提高了36%,同时减少了15%的NoC能量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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