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:
Feb. 25, 2025
Filed:
Jul. 09, 2021
Samsung Electronics Co., Ltd., Suwon-si, KR;
Brijraj Singh, Bengaluru, IN;
Mayukh Das, Bengaluru, IN;
Yash Hemant Jain, Bengaluru, IN;
Sharan Kumar Allur, Bengaluru, IN;
Venkappa Mala, Bengaluru, IN;
Praveen Doreswamy Naidu, Bengaluru, IN;
SAMSUNG ELECTRONICS CO., LTD., Suwon-si, KR;
Abstract
A method of deep neural network (DNN) modularization for optimal loading includes receiving, by an electronic device, a DNN model for execution, obtaining, by the electronic device, a plurality of parameters associated with the electronic device and a plurality of parameters associated with the DNN model, determining, by the electronic device, a number of sub-models of the DNN model and a splitting index, based on the obtained plurality of parameters associated with the electronic device and the obtained plurality of parameters associated with the DNN model, and splitting, by the electronic device, the received DNN model into a plurality of sub-models, based on the determined number of sub-models of the DNN model and the determined splitting index.