将生产科学超级计算应用程序移植到可重构计算机的案例研究

V. Kindratenko, D. Pointer
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引用次数: 85

摘要

本案例研究展示了将生产科学代码NAMD移植到基于现场可编程门阵列(FPGA)技术的SRC-6高性能可重构计算平台上的结果。NAMD是一种分子动力学代码,设计用于在大型超级计算系统上运行,并被计算生物物理学社区广泛使用。NAMD的计算内核经过高度优化,可以在传统的冯·诺伊曼处理器上运行;这对其在FPGA架构上的重新实现提出了许多挑战。本文概述了SRC-6体系结构和NAMD应用程序,然后讨论了移植工作的挑战、解决方案和结果。本文详细介绍了选择开发路径的基本原理以及将现有科学代码(如NAMD)移植到SRC-6平台的一般框架。本文的结果和方法适用于科学计算中的大类问题
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A case study in porting a production scientific supercomputing application to a reconfigurable computer
This case study presents the results of porting a production scientific code, called NAMD, to the SRC-6 high-performance reconfigurable computing platform based on field programmable gate array (FPGA) technology. NAMD is a molecular dynamics code designed to run on large supercomputing systems and used extensively by the computational biophysics community. NAMD's computational kernel is highly optimized to run on conventional von Neumann processors; this presents numerous challenges to its reimplementation on FPGA architecture. This paper presents an overview of the SRC-6 architecture and the NAMD application and then discusses the challenges, solutions, and results of the porting effort. The rationale in choosing the development path taken and the general framework for porting an existing scientific code, such as NAMD, to the SRC-6 platform are presented and discussed in detail. The results and methods presented in this paper are applicable to the large class of problems in scientific computing
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