平流项计算中部分可重构通量计算方案

M. S. A. Talip, Takayuki Akamine, Mao Hatto, Yasunori Osana, N. Fujita, H. Amano
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引用次数: 2

摘要

快速空气动力学程序(FaSTAR)是最新的流体动力学软件包之一。由于FaSTAR的数据结构不规则且不可预测,使得其难以在并行机中执行。利用可重构硬件的优势来弥补现有高性能计算机的不足已逐渐成为解决方案。然而,对于FaSTAR封装来说,单个FPGA是不够的,因为整个模块非常大。而不是使用许多fpga,部分可重构的硬件可用在最近的fpga探索这个应用。选择FaSTAR中的平流项计算模块作为目标子程序。为了节省单个FPGA的硬件资源,提出了一种采用部分重构技术的可重构通量计算方案。我们开发了通量计算模块,并以可重构模块的形式实现了5种通量计算方案。该实现的优点是资源节省高达62.75%,配置速度提高6.28倍。性能评估还显示,与2.4 GHz的英特尔酷睿2双核相比,它的加速速度达到了2.65倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Partially reconfigurable flux calculation scheme in advection term computation
Fast Aerodynamics Routines (FaSTAR) is one of the most recent fluid dynamics software package. The problem of FaSTAR is hard to be executed in parallel machines because of its irregular and unpredictable data structure. Exploiting reconfigurable hardware with their advantages to make up for the inadequacy of the existing high performance computers had gradually become the solutions. However, a single FPGA is not enough for the FaSTAR package because the whole module is very large. Instead of using many FPGAs, partially reconfigurable hardware available in recent FPGAs is explored for this application. Advection term computation module in FaSTAR is chosen as a target subroutine. We proposed a reconfigurable flux calculation scheme using partial reconfiguration technique to save hardware resources to fit in a single FPGA. We developed flux computational module and five flux calculation schemes are implemented as reconfigurable modules. This implementation has advantages of up to 62.75% resource saving and enhancing the configuration speed by 6.28 times. Performance evaluation also shows that 2.65 times acceleration is achieved compared to Intel Core 2 Duo at 2.4 GHz.
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