IEEE-754 Half-Precision Floating-Point Low-Latency Reciprocal Square Root IP-Core

Cuauhtémoc R. Aguilera-Galicia, O. Longoria-Gandara, Oscar A. Guzman-Ramos, L. Pizano-Escalante, J. V. Castillo
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引用次数: 5

Abstract

In different matrix-decomposition techniques for wireless-communication systems, the reciprocal square root (RSR) is a fundamental and recurrent operation, as well in gaming and signal processing systems computation of the RSR is required. Most reported RSR architectures are focused on accelerating high-precision floating-point (FP) units. The IEEE 754–2008 half-precision FP standard offers larger dynamic range than fixed-point systems, fewer hardware resources than single-precision FP and enough precision for some applications. This article reports the FPGA implementation of a low-latency, half-precision floating-point RSR unit. The implementation results show that the proposed design exhibits lower latency and better throughput than Intel and Xilinx RSR IP cores.
IEEE-754半精度浮点低延迟倒数平方根ip核
在各种无线通信系统的矩阵分解技术中,平方根倒数运算是一种基本的、反复出现的运算,在博弈和信号处理系统中也需要对平方根倒数运算进行计算。大多数报道的RSR架构都专注于加速高精度浮点(FP)单元。IEEE 754-2008半精度FP标准提供了比定点系统更大的动态范围,比单精度FP更少的硬件资源,并且对某些应用具有足够的精度。本文报告了一个低延迟、半精度浮点RSR单元的FPGA实现。实现结果表明,与Intel和Xilinx RSR IP核相比,该设计具有更低的延迟和更高的吞吐量。
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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