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:
Sep. 24, 2024
Filed:
Apr. 13, 2022
Applicant:
Rebellions Inc., Seongnam-si, KR;
Inventor:
Yoonho Boo, Suwon-si, KR;
Assignee:
REBELLIONS INC., Seongnam-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract
A method for quantizing a deep neural network is provided, which includes extracting first statistical information on output values of a first normalization layer included in the deep neural network, determining a discretization interval associated with input values of a subsequent layer of the first normalization layer by using the extracted first statistical information, and quantizing the input values of the subsequent layer into discretized values having the determined discretization interval.