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:
Mar. 17, 2026
Filed:
Apr. 15, 2024
Samsung Electronics Co., Ltd., Suwon-si, KR;
The Royal Institution for the Advancement of Learning/mcgill University, Montreal, CA;
Samsung Electronics Co., Ltd., Suwon-si, KR;
The Royal Institution for the Advancement of Learning/McGill University, Montreal, CA;
Abstract
A method performed by an electronic device includes determining, based on a loss function comprises a processor computation cost comprising a power-consuming hyperparameter based on power consumed to access a memory when the processor trains the first neural network architecture, in response to a first search end condition not being satisfied, a first neural network architecture, generating a target neural network architecture used in a processor, based on a result of the determining of the first neural network architecture, and generating an output by providing an input to a neural network having the target neural network architecture that has been trained where the trained neural network has a same architecture as the target neural network architecture with balanced prediction performance and processor efficiency based on the loss function.