Acceleration of Polynomial Matrix Multiplication on Zynq-7000 System-on-Chip

Server Kasap, Soydan Redif, E. Wächter
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Abstract

In this paper, we propose a second-generation hardware solution which boasts more versatility, efficiency and scalability compared to our previous design. This is achieved through the design of a highly versatile PMM accelerator which supports polynomial matrices of any size, as a component of the embedded system developed within the Xilinx Zynq-7000 AP SoC. Experimental results demonstrate the efficiency and effectiveness of our novel SoC-based PMM accelerator in the context of a generic problem, where a maximum speed-up of $\approx 67\times$ is accomplished, without compromising the accuracy.
Zynq-7000片上系统的多项式矩阵乘法加速
在本文中,我们提出了一种第二代硬件解决方案,与以前的设计相比,它具有更强的通用性、效率和可扩展性。这是通过设计一个高度通用的PMM加速器来实现的,该加速器支持任何大小的多项式矩阵,作为Xilinx Zynq-7000 AP SoC内开发的嵌入式系统的一个组件。实验结果证明了我们的新型基于soc的PMM加速器在一般问题中的效率和有效性,在不影响精度的情况下,实现了大约67倍的最大加速。
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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