迭代矩阵乘法的深度五下界

S. Bera, Amit Chakrabarti
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引用次数: 9

摘要

我们证明了具有N个变量和N次多项式的迭代矩阵乘法(IMM)族的某些实例在表示为底部扇区为N1/2-e的齐次深度五ΣΠΣΠΣ算术电路时需要[EQUATION]门。根据Tavenas的深度约简结果,该尺寸下界是最优的,可以通过较弱的齐次深度四ΣΠΣΠ电路类来实现。我们的结果扩展了Kumar和Saraf最近的结果,他们给出了计算IMM的齐次深度四ΣΠΣΠ电路的相同[方程]下界。它类似于Kayal和Saha最近的一个结果,他们给出了相同的下界,对于底部扇入最多N1-e的齐次ΣΠΣΠΣ电路(超过特征零),计算由Nisan- Wigderson设计定义的某些多项式的更难的问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Depth-Five Lower Bound for Iterated Matrix Multiplication
We prove that certain instances of the iterated matrix multiplication (IMM) family of polynomials with N variables and degree n require [EQUATION] gates when expressed as a homogeneous depth-five ΣΠΣΠΣ arithmetic circuit with the bottom fan-in bounded by N1/2-e. By a depth-reduction result of Tavenas, this size lower bound is optimal and can be achieved by the weaker class of homogeneous depth-four ΣΠΣΠ circuits.Our result extends a recent result of Kumar and Saraf, who gave the same [EQUATION] lower bound for homogeneous depth-four ΣΠΣΠ circuits computing IMM. It is analogous to a recent result of Kayal and Saha, who gave the same lower bound for homogeneous ΣΠΣΠΣ circuits (over characteristic zero) with bottom fan-in at most N1-e, for the harder problem of computing certain polynomials defined by Nisan--Wigderson designs.
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