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首页> 外文期刊>Compel >Mapping full-systolic arrays for matrix product on XILINX's XC4000(E,EX) FPGAs
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Mapping full-systolic arrays for matrix product on XILINX's XC4000(E,EX) FPGAs

机译:在XILINX的XC4000(E,EX)FPGA上为矩阵产品映射全脉动阵列

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摘要

Matrix product is a compute bound problem that can be efficiently handled by elementary systolic algorithms. From a theoretical point of view, most of the algorithms are very simple and sometimes even trivial. However, the task of designing efficient implementation on a fixed-connection network, such as on FPGA where resources are very limited, has been more demanding, and sometimes quite tedious. The objective of this paper is twofold: we first describe a full-systolic algorithm for matrix product that has the merit over its existing counterparts, to require no preloading of input data into elementary processors (Eps) and generates output data only form boundary EPs.
机译:矩阵乘积是一个计算约束问题,可以通过基本的收缩算法有效地解决。从理论上讲,大多数算法非常简单,有时甚至是微不足道的。但是,在固定连接网络上(例如在资源非常有限的FPGA上)设计有效实现的任务更加艰巨,有时非常乏味。本文的目的是双重的:我们首先描述一种矩阵产品的全收缩算法,该算法具有优于现有同类产品的优点,不需要将输入数据预加载到基本处理器(Eps)中,并且仅从边界EP生成输出数据。

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