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MULTIPLICATION AND ACCUMULATION (MAC) OPERATOR AND PROCESSING-IN-MEMORY (PIM) DEVICE INCLUDING THE MAC OPERATOR

机译:乘法和累积(MAC)操作员和包括MAC运算符的内存(PIM)设备

摘要

A multiplying-and-accumulating (MAC) operator for performing a MAC arithmetic operation of a weight matrix employing “M×N”-number of weight sub-matrixes as elements and a vector matrix employing “N”-number of vector sub-matrixes as elements (where “M” and “N” are natural numbers which are equal to or greater than two). The “M×N”-number of weight sub-matrixes are located at cross points of first to Mth weight matrix group rows and first to Nth weight matrix group columns, respectively. The “N”-number of vector sub-matrixes are located at cross points of first to Nth vector matrix group rows and one vector matrix group column, respectively. The MAC operator is configured to perform the MAC arithmetic operations of a matrix group column unit for the “M”-number of weight sub-matrixes arrayed in each of the first to Nth weight matrix group columns and the vector sub-matrix arrayed in each of the Nth vector matrix group rows.
机译:用于执行使用“M×N”的重量矩阵的MAC算术运算器的乘法和累积(MAC)运算符作为重量子矩阵的数值和使用“n”的传感器矩阵的元素和矢量矩阵作为元素(其中“m”和“n”是等于或大于两个)的自然数。权重子矩阵的“m×n” - 位于第一至M th 重量矩阵组行的交叉点处,并且首先至n th 权重矩阵组列, 分别。矢量子矩阵的“N” - 数值位于第一至N TH 向量矩阵组行和一个向量矩阵组列的交叉点处。 MAC运算符被配置为执行矩阵组列单元的MAC算术运算,用于在第一到N THE 权重矩阵组列中的每一个中排列的重量子矩阵的“M”的数量。排列在N TH 向量矩阵组行中的每一个中排列的矢量子矩阵。

著录项

  • 公开/公告号US2021224039A1

    专利类型

  • 公开/公告日2021-07-22

    原文格式PDF

  • 申请/专利权人 SK HYNIX INC.;

    申请/专利号US202117225915

  • 发明设计人 CHOUNG KI SONG;

    申请日2021-04-08

  • 分类号G06F7/544;G06F7/487;G06F7/501;G06F17/16;G11C7/10;G11C7/22;

  • 国家 US

  • 入库时间 2024-06-14 21:49:23

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