一种用于高效矩阵乘法的微程序机器结构

MICRO 9 Pub Date : 1976-09-27 DOI:10.1145/800145.804787
R. Nowlin, Donald Gustafson
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引用次数: 0

摘要

在控制和估计理论的现代世界中,矩阵乘法无处不在。作为通用机器设计的小型计算机没有设计用于有效实现这些乘法的指令集。微可编程机器如果有适当的结构,就可以进行有效的矩阵乘法。使用惠普HP-2100小型计算机来研究架构和效率问题。开发了计算任意n、m和T的执行时间的算法,其中n和m表示矩阵维数,T表示基本机器指令时间。不同大小矩阵操作的执行时间表明,微编码操作最多可节省80%的时间。
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A microprogrammed machine architecture for efficient matrix multiplication
In the modern world of control and estimation theory, matrix multiplications are ubiquitous. Minicomputers designed as general purpose machines do not have instruction sets designed to efficiently implement these multiplications. A microprogrammable machine may be capable of efficient matrix multiplications if it has the proper architecture. A Hewlett-Packard HP-2100 minicomputer was used to investigate architectural and efficiency problems. Algorithms were developed to calculate execution times for any n, m, and T where n and m refer to the matrix dimensions and T is the basic machine instruction time. The execution times for various size matrix operations indicated savings of up to 80% for microcoded operations.
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