Karatsuba with Rectangular Multipliers for FPGAs

M. Kumm, O. Gustafsson, F. D. Dinechin, Johannes Kappauf, P. Zipf
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引用次数: 10

Abstract

This work presents an extension of Karatsuba's method to efficiently use rectangular multipliers as a base for larger multipliers. The rectangular multipliers that motivate this work are the embedded 18 ⨯ 25-bit signed multipliers found in the DSP blocks of recent Xilinx FPGAs: The traditional Karatsuba approach must under-use them as square 18 ⨯ 18 ones. This work shows that rectangular multipliers can be efficiently exploited in a modified Karatsuba method if their input word sizes have a large greatest common divider. In the Xilinx FPG A case, this can be obtained by using the embedded multipliers as 16 ⨯ 24 unsigned and as 17 ⨯ 25 signed ones. The obtained architectures are implemented with due detail to architectural features such as the pre-adders and post-adders available in Xilinx DSP blocks. They are synthesized and compared with traditional Karatsuba, but also with (non-Karatsuba) state-of-the-art tiling techniques that make use of the full rectangular multipliers. The proposed technique improves resource consumption and performance for multipliers of numbers larger than 64 bits.
用于fpga的矩形乘法器
这项工作提出了Karatsuba方法的扩展,以有效地使用矩形乘法器作为更大乘法器的基础。激发这项工作的矩形乘法器是在最新的Xilinx fpga的DSP块中发现的嵌入式25位带符号乘法器:传统的Karatsuba方法必须将它们作为方形乘法器使用。这项工作表明,如果矩形乘法器的输入字大小具有较大的最大公约数,则可以在改进的Karatsuba方法中有效地利用矩形乘法器。在Xilinx FPG A的情况下,这可以通过使用16个无符号乘法器和17个有符号乘法器来获得。所获得的体系结构被详细地实现,如Xilinx DSP模块中可用的前置加法器和后置加法器。它们与传统的Karatsuba进行了合成和比较,但也使用了(非Karatsuba)最先进的平铺技术,利用了完整的矩形乘法器。所提出的技术改善了大于64位数字乘法器的资源消耗和性能。
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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