APPARATUS AND METHOD FOR NEURAL NETWORK TILING

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United States of America Patent

APP PUB NO 20240185049A1
SERIAL NO

18527856

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Abstract

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A method for tiling a neural network includes obtaining input data including neural network information of the neural network; calculating a skewness of a matrix operation between a feature map and a kernel of the neural network based on the neural network information; determining that the matrix operation comprises a memory bounded operation based on the skewness of the matrix operation; tiling the feature map and the kernel based on the determination; and executing the neural network based on the tiling.

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Patent Owner(s)

Patent OwnerAddress
SAMSUNG ELECTRONICS CO LTDGYEONGGI DO SOUTH KOREA GYEONGGI-DO

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Hong, Byungchul Suwon-si, KR 19 411
Kwon, Suknam Suwon-si, KR 2 0
Lee, Heonsoo Suwon-si, KR 12 52
Park, Changsoo Suwon-si, KR 10 37
Park, Junseok Suwon-si, KR 39 124

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