Optimization of Arithmetic Datapaths with Finite Word-Length Operands

S. Gopalakrishnan, P. Kalla, Florian Enescu
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引用次数: 4

Abstract

This paper presents an approach to area optimization of arithmetic datapaths that perform polynomial computations over bit-vectors with finite widths. Examples of such designs abound in DSP for audio, video and multimedia computations where the input and output bit-vector sizes are dictated by the desired precision. A bit-vector of size m represents integer values reduced modulo 2m(%2m). Therefore, finite word-length bit-vector arithmetic can be modeled as algebra over finite integer rings, where the bit-vector size dictates the ring cardinality. This paper demonstrates how the number-theoretic properties of finite integer rings can be exploited for optimization of bit-vector arithmetic. Along with an analytical model to estimate the implementation cost at RTL, two algorithms are presented to optimize bit-vector arithmetic. Experimental results, conducted within practical CAD settings, demonstrate significant area savings due to our approach.
有限字长操作数的算术数据路径优化
本文提出了一种在有限宽度的位向量上进行多项式计算的算术数据路径的面积优化方法。这种设计的例子在音频、视频和多媒体计算的DSP中比比皆是,其中输入和输出位矢量大小由所需的精度决定。大小为m的位向量表示取2m(%2m)的模化后的整数值。因此,有限字长位向量算术可以建模为有限整数环上的代数,其中位向量大小决定了环的基数。本文论证了如何利用有限整数环的数论性质来优化位向量算法。在分析RTL实现成本的基础上,提出了两种优化位矢量算法的算法。在实际CAD设置中进行的实验结果表明,由于我们的方法,可以节省大量的面积。
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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