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.
Patent No.:
Date of Patent:
Feb. 20, 2024
Filed:
Mar. 13, 2020
Applicant:
Kioxia Corporation, Minato-ku, JP;
Inventors:
Assignee:
Kioxia Corporation, Minato-ku, JP;
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/48 (2006.01); G06N 20/20 (2019.01); G06N 3/082 (2023.01); G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06F 7/48 (2013.01); G06N 3/082 (2013.01); G06N 5/04 (2013.01); G06N 20/20 (2019.01);
Abstract
An arithmetic operation device is provided that removes a part of parameters of a predetermined number of parameters from a first machine learning model which includes the predetermined number of parameters and is trained so as to output second data corresponding to input first data, determines the number of bits of a weight parameter according to required performance related to an inference to generate a second machine learning model, and acquires data output from the second machine learning model so as to correspond to the input first data with a smaller computational complexity than the first machine learning model.