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. 12, 2024
Filed:
Dec. 21, 2020
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Xiaoxing Wang, Beijing, CN;
Chao Xue, Beijing, CN;
Yonggang Hu, Richmond Hill, CA;
Ke Wei Sun, Beijing, CN;
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/063 (2023.01); G06F 16/2455 (2019.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06N 3/063 (2013.01); G06F 16/2455 (2019.01); G06N 3/04 (2013.01);
Abstract
A one-shot neural architecture search method referred to as MergeNAS by merging different types of convolutions into a single operation. This mergence approach reduces the search cost to roughly half a GPU-day as well as alleviates the over-fitting problem caused by a traditional differentiable architecture search (DARTS) approach by reducing the number of redundant parameters.