Simulation and performance evaluation of a modularly configurable attached processor

Yi-Chieh Chang, G. Gibson, Claudia Ayala
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引用次数: 1

Abstract

A new architecture for high-performance parallel attached processors is studied in this paper. The unique features are that the attached processor can be configured to match a set of algorithms and its memory controllers can be programmed to fit the access patterns required by the algorithms. As a result, high utilization of the processing logic for given sets of algorithms can be obtained. A simulator with interactive graphic interface is designed to study the performance of the proposed architecture. An example based on matrix multiplication is used for illustration. The simulation results show that a sustained execution rate as high as 95% of the peak speed for matrices with a size of 128/spl times/128 can be achieved in the proposed attached processor architecture. If CMOS technology is chosen to implement the MCAP architecture, a sustained speed of 190 MFLOPS can be obtained for matrix multiplication with four multipliers and four adders.
模块化可配置附加处理器的仿真与性能评价
本文研究了一种新的高性能并行附加处理器体系结构。其独特的特点是所附处理器可以配置为匹配一组算法,其存储器控制器可以编程为适合算法所需的访问模式。因此,对于给定的算法集,可以获得较高的处理逻辑利用率。设计了一个具有交互式图形界面的仿真器来研究该体系结构的性能。以矩阵乘法为例进行说明。仿真结果表明,在所提出的附加处理器架构下,对于大小为128/spl times/128的矩阵,可以实现高达峰值速度95%的持续执行速度。如果选择CMOS技术实现MCAP架构,则可以通过四个乘法器和四个加法器获得190 MFLOPS的持续速度。
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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