Special-purposed VLIW architecture for IEEE-754 quadruple precision elementary functions on FPGA

Yuanwu Lei, Y. Dou, Li Shen, Jie Zhou, Song Guo
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引用次数: 3

Abstract

This work explores the feasibility to implement IEEE-754-2008 standard quadruple precision (Quad) elementary functions on recent FPGAs with plenty of embedded memories and DSP blocks. First, we analysis the implementation algorithm of Quad elementary functions in detail. Then, we present a special-purpose Very Large Instruction Word (VLIW) architecture for Quad elementary function (QE-Processor). The proposed processor uses a unified hardware structure, equipped with multiple basic arithmetic units, to implement various Quad algebraic and transcendental functions, in which several tradeoffs between latency and resource usage are carefully planned to avoid unbalanced resource utilization. The performance is improved through the explicitly parallel technology of custom VLIW instruction. Finally, we create a prototype of QE-Processor into Xilinx Virtex-5 and Virtex-6 FPGA chips. The experimental results show that our design can guarantee that the percentage of correct rounding is more than 99.9%. Moreover, the FPGA implementation on Virtex-6 XC6VLX760-2FF1760 FPGA, running at 220 MHz, outperforms the parallel software approach based on OpenMP running on an Intel Xeon E5620 CPU at 2.40GHz by a factor of 13X-20X for special function applications in Boost library.
在FPGA上实现IEEE-754四倍精度基本功能的专用VLIW架构
本文探讨了在具有大量嵌入式存储器和DSP模块的最新fpga上实现IEEE-754-2008标准四倍精度(Quad)基本功能的可行性。首先,详细分析了四元初等函数的实现算法。在此基础上,提出了一种适用于四元基本功能(qe)处理器的专用VLIW架构。该处理器采用统一的硬件结构,配备多个基本运算单元,实现各种四代数和超越函数,并在延迟和资源使用之间进行了精心的权衡,以避免资源利用不平衡。通过自定义VLIW指令的显式并行技术提高了性能。最后,我们在Xilinx Virtex-5和Virtex-6 FPGA芯片上创建了一个q - processor原型。实验结果表明,我们的设计可以保证正确舍入的百分比大于99.9%。此外,对于Boost库中的特殊功能应用,在运行频率为220 MHz的Virtex-6 XC6VLX760-2FF1760 FPGA上的FPGA实现比在运行频率为2.40GHz的Intel至强E5620 CPU上运行的基于OpenMP的并行软件方法的性能高出13 -20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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