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:
Nov. 18, 2025
Filed:
Jan. 07, 2025
Applicant:
Squeezebits Inc., Seoul, KR;
Inventors:
Hyungjun Kim, Seoul, KR;
Taesu Kim, Seoul, KR;
Assignee:
SqueezeBits Inc., Seoul, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/16 (2006.01); G06N 3/0495 (2023.01); H03M 7/24 (2006.01);
U.S. Cl.
CPC ...
G06F 17/16 (2013.01); G06N 3/0495 (2023.01); H03M 7/24 (2013.01);
Abstract
The disclosure relates to a method and an apparatus for lightweighting of artificial intelligence models, and a method of performing matrix multiplication of weight values and input values of artificial intelligence models includes copying quantized weight values stored in a global memory to a register, dequantizing the quantized weight values, copying an input value matrix to the register, and performing matrix multiplication between a dequantized weight value matrix and the input value matrix.