Apparatus and method of performing matrix multiplication operation of neural network

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United States of America Patent

PATENT NO 11899744
APP PUB NO 20210173895A1
SERIAL NO

16851361

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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A neural network apparatus for performing a matrix multiplication operation includes a memory having at least one program stored therein and a processor to perform one or more operations by executing the at least one program. The processor can determine whether to divide an initial weight in one of a column direction and a row direction according to whether a reshape operation and a transpose operation are performed before or after a matrix multiplication operation and generate division weights by dividing the initial weight by a head count in the determined direction. Also, the processor can generate intermediate feature maps by performing a matrix multiplication operation between the input feature map and the division weights and generate a final feature map based on the intermediate feature maps.

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Patent Owner(s)

  • SAMSUNG ELECTRONICS CO., LTD.

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Han, Songyi Hwaseong-si, KR 112 748
Park, Hyunsun Suwon-si, KR 19 115

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