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:
May. 12, 2026
Filed:
Nov. 25, 2024
Applicant:
Squeezebits Inc., Seoul, KR;
Inventors:
Eunhyeok Park, Gyeongsangbuk-do, KR;
Taesu Kim, Seoul, KR;
Changhun Lee, Busan, KR;
Hyungjun Kim, Seoul, KR;
Jungyu Jin, Gyeongsangbuk-do, KR;
Assignee:
SqueezeBits Inc., Seoul, KR;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/082 (2023.01); G06N 3/0495 (2023.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01); G06N 3/0495 (2023.01);
Abstract
The disclosure relates to a method and an apparatus for lightweighting of artificial intelligence models, and the method of lightweighting of artificial intelligence models includes identifying an outlier in an input vector of a layer, identifying at least one column corresponding to the outlier in a weight matrix, and quantizing weight values of columns which do not correspond to the outlier.