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:
Jul. 23, 2024

Filed:

Jan. 25, 2021
Applicant:

Inspur Suzhou Intelligent Technology Co., Ltd., Jiangsu, CN;

Inventors:

Wenfeng Yin, Jiangsu, CN;

Gang Dong, Jiangsu, CN;

Yaqian Zhao, Jiangsu, CN;

Qichun Cao, Jiangsu, CN;

Lingyan Liang, Jiangsu, CN;

Haiwei Liu, Jiangsu, CN;

Hongbin Yang, Jiangsu, CN;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/09 (2023.01); G06N 3/0895 (2023.01); G06N 3/0985 (2023.01);
U.S. Cl.
CPC ...
G06N 3/0985 (2023.01); G06N 3/0895 (2023.01);
Abstract

A neural network compression method whereby forward inference is performed on target data by using a target parameter sharing network to obtain an output feature map of the last convolutional module, a channel related feature is extracted from the output feature map, the extracted channel related feature and a target constraint condition are input into a target meta-generative network, and an optimal network architecture under the target constraint condition is predicted by using the target meta-generative network to obtain a compressed neural network model.


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