Convolutional neural network optimization mechanism

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United States of America Patent

PATENT NO 11934934
APP PUB NO 20180300600A1
SERIAL NO

15488551

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Abstract

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An apparatus to facilitate optimization of a convolutional neural network (CNN) is disclosed. The apparatus includes optimization logic to receive a CNN model having a list of instructions and including pruning logic to optimize the list of instructions by eliminating branches in the list of instructions that comprise a weight value of 0.

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Patent Owner(s)

  • INTEL CORP.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Appu, Abhishek R El Dorado Hills, US 518 1771
Ashbaugh, Ben J Folsom, US 52 351
Bottleson, Jeremy Rancho Cordova, US 26 215
Chen, Xiaoming Shanghai, CN 231 1864
Jin, Jingyi Folsom, US 16 156
Koker, Altug El Dorado Hills, US 517 2104
Lakshmanan, Barath Chandler, US 28 291
Ma, Liwei Beijing, CN 59 544
Macpherson, Mike B Portland, US 55 390
Nealis, Kevin San Jose, US 30 388
Ould-, Ahmed-Vall Elmoustapha Chandler, US 1 31
Ray, Joydeep Folsom, US 560 2138
Shpeisman, Tatiana Menlo Park, US 89 1480
Srivastava, Dhawal Pheonix, US 13 212
Strickland, Michael S Sunnyvale, US 40 335
Tang, Ping T Edison, US 61 538
Yao, Anbang Beijing, CN 133 1425

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