The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jun. 23, 2020

Filed:

Jul. 18, 2018
Applicant:

Alibaba Group Holding Limited, Grand Cayman, KY;

Inventors:

Cong Leng, Beijing, CN;

Hao Li, Hangzhou, CN;

Zesheng Dou, Beijing, CN;

Shenghuo Zhu, Bellevue, WA (US);

Rong Jin, Okemos, MI (US);

Assignee:

Alibaba Group Holding Limited, Cayman Islands, KY;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/544 (2006.01); G06F 5/01 (2006.01); G06N 3/063 (2006.01); G06N 3/08 (2006.01); G06F 5/08 (2006.01); G06F 7/556 (2006.01); G06F 15/78 (2006.01); G06N 3/02 (2006.01);
U.S. Cl.
CPC ...
G06F 5/01 (2013.01); G06F 5/08 (2013.01); G06F 7/5443 (2013.01); G06F 7/556 (2013.01); G06F 15/78 (2013.01); G06N 3/02 (2013.01); G06N 3/063 (2013.01); G06N 3/08 (2013.01); G06F 2207/4824 (2013.01);
Abstract

A method including receiving, by a processor, a computing instruction for a neural network, wherein the computing instruction for the neural network includes a computing rule for the neural network and a connection weight of the neural network, and the connection weight is a power of 2; and inputting, for a multiplication operation in the computing rule for the neural network, a source operand corresponding to the multiplication operation to a shift register, and performing a shift operation based on a connection weight corresponding to the multiplication operation, wherein the shift register outputs a target result operand as a result of the multiplication operation. The neural network uses a shift operation, and a neural network computing speed is increased.


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