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:
May. 28, 2024

Filed:

Nov. 06, 2018
Applicant:

Cambricon Technologies Corporation Limited, Beijing, CN;

Inventors:

Qi Guo, Beijing, CN;

Yong Yu, Beijing, CN;

Tianshi Chen, Beijing, CN;

Yunji Chen, Beijing, CN;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/084 (2023.01); G06N 3/063 (2023.01); G06F 9/30 (2018.01); G06F 9/38 (2018.01); G06N 3/04 (2023.01); G06N 3/048 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06N 3/063 (2013.01); G06F 9/3016 (2013.01); G06F 9/3826 (2013.01); G06N 3/04 (2013.01); G06N 3/048 (2023.01); G06N 20/00 (2019.01);
Abstract

Aspects for backpropagation of a multilayer neural network (MNN) in a neural network processor are described herein. The aspects may include a computation module configured to receive one or more groups of MNN data. The computation module may further include a master computation module configured to calculate an input gradient vector based on a first output gradient vector from an adjacent layer and based on a data type of each of the one or more groups of MNN data. Further still, the computation module may include one or more slave computation modules configured to parallelly calculate portions of a second output vector based on the input gradient vector calculated by the master computation module and based on the data type of each of the one or more groups of MNN data.


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