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:
Jan. 27, 2026

Filed:

Nov. 27, 2019
Applicant:

Inspur Electronic Information Industry Co., Ltd., Jinan, CN;

Inventors:

Zhenhua Guo, Jinan, CN;

Baoyu Fan, Jinan, CN;

Li Wang, Jinan, CN;

Kai Gao, Jinan, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 7/544 (2006.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 7/5443 (2013.01);
Abstract

A computing method and apparatus for a convolutional neural network model. The method comprises: acquiring a computing model of a training task of a convolutional neural network model (S); then splitting multiply-accumulate operation in a computing model of a training task of the convolutional neural network model into a plurality of multiply-add operation tasks (S); confirming a computing device corresponding to each multiply-add operation task according to the correlation between a preset computing model and the computing device (S); and finally, respectively computing each multiply-add operation task by utilizing the computing device corresponding to each multiply-add operation task (S). The purposes of improving the flexibility of migration of a CNN model training task on different computing devices or cooperative computing of different processors and improving the computing speed are achieved.


Find Patent Forward Citations

Guo, Zhenhua. (2026). Computing method and apparatus for convolutional neural network model (U.S. Patent No. 12536434). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12536434

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