固定大小单向收缩阵列上的矩阵-向量乘法

N. Stojanovic, I. Milovanovic, M. Stojcev, E. Milovanovic
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引用次数: 0

摘要

本文研究了矩阵A=(aik)nxn与向量b macr= (bk) nx1由多个[n/2]处理单元组成的单向线性收缩阵列(ULSA)的乘法问题。为了使矩阵A的维度与ULSA的大小相匹配,将矩阵A划分为准对角线块。每个块包含p条准对角线。为了减少计算时间,对块矩阵的元素和结果向量c进行重新排序。提出了存储接口子系统(MIS)的全局结构。管理信息系统位于主机和ULSA之间,提供与ULSA之间相应的数据传输。最后讨论了合成ULSA的性能,并与固定尺寸双向收缩阵列进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Matrix-vector Multiplication on a Fixed Size Unidirectional Systolic Array
In this paper, the problem of multiplication of matrix A=(aik)nxn by vector b macr= (bk)nxl unidirectional linear systolic array (ULSA) comprised of ples[n/2] processing elements is considered. To match the dimension of matrix A to the ULSA size, the partitioning of the matrix A into quasidiagonal blocks is performed. Each block contains p quasidiagonals. In order to decrease the computation time the reordering of elements of block matrices and resulting vector c is performed. The global structure of memory interface subsystem (MIS) is proposed. The MIS, located between the host and ULSA, provides corresponding data transfers to/from ULSA. Finally, the performance of synthesized ULSA is discussed and compared with fixed size bidirectional systolic array.
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