Automating Elimination of Idle Functions by Run-Time Reconfiguration

Xinyu Niu, T. Chau, Qiwei Jin, W. Luk, Qiang Liu, O. Pell
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引用次数: 19

Abstract

A design approach is proposed to automatically identify and exploit run-time reconfiguration opportunities while optimising resource utilisation. We introduce Reconfiguration Data Flow Graph, a hierarchical graph structure enabling reconfigurable designs to be synthesised in three steps: function analysis, configuration organisation, and run-time solution generation. Three applications, based on barrier option pricing, particle filter, and reverse time migration are used in evaluating the proposed approach. The run-time solutions approximate the theoretical performance by eliminating idle functions, and are 1.31 to 2.19 times faster than optimised static designs. FPGA designs developed with the proposed approach are up to 28.8 times faster than optimised CPU reference designs and 1.55 times faster than optimised GPU designs.
通过运行时重新配置自动消除空闲函数
在优化资源利用率的同时,提出了一种自动识别和利用运行时重构机会的设计方法。我们介绍了可重构数据流图,这是一种分层图结构,使可重构设计能够分三个步骤进行综合:功能分析、配置组织和运行时解决方案生成。基于障碍期权定价、粒子滤波和逆时迁移的三种应用被用于评估所提出的方法。运行时解决方案通过消除空闲函数来接近理论性能,并且比优化的静态设计快1.31到2.19倍。采用该方法开发的FPGA设计比优化的CPU参考设计快28.8倍,比优化的GPU设计快1.55倍。
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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