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:
Dec. 19, 2023

Filed:

Dec. 16, 2020
Applicant:

Nexcom International Co., Ltd., New Taipei, TW;

Inventors:

Chien-Wei Tseng, New Taipei, TW;

Chin-Ling Chiang, New Taipei, TW;

Po-Hsu Chen, New Taipei, TW;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 9/48 (2006.01); G06F 9/38 (2018.01); G06F 17/16 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/5083 (2013.01); G06F 9/3836 (2013.01); G06F 9/4881 (2013.01); G06F 9/505 (2013.01); G06F 9/5044 (2013.01); G06F 17/16 (2013.01); G06N 20/00 (2019.01);
Abstract

A method for a CPU to execute artificial intelligence related processes is disclosed. The method includes: when executing TensorFlow on an electronic device, calling a corresponding AI model of TensorFlow according to content of program codes; determining and obtaining one or multiple sparse matrixes used by the AI model in performing calculations; executing a matrix simplifying procedure to the one or multiple sparse matrixes; executing an instruction transforming procedure to an instruction set applied for the AI model; issuing an instruction to a weighted CPU of the electronic device by the AI model according to transformed instruction set; and the weighted CPU, after receiving the instruction, averagely distributing multiple procedures indicated by the AI model to each of multiple threads of the weighted CPU to be respectively executed according to a weighting value of each of the multiple procedures.


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