Patents by Inventor Yash Hemant JAIN

Yash Hemant JAIN has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Method and system of DNN modularization for optimal loading
    Patent number: 12236331
    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.
    Type: Grant
    Filed: July 9, 2021
    Date of Patent: February 25, 2025
    Assignee: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Brijraj Singh, Mayukh Das, Yash Hemant Jain, Sharan Kumar Allur, Venkappa Mala, Praveen Doreswamy Naidu
  • METHOD AND SYSTEM OF DNN MODULARIZATION FOR OPTIMAL LOADING
    Publication number: 20230153565
    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.
    Type: Application
    Filed: July 9, 2021
    Publication date: May 18, 2023
    Applicant: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Brijraj SINGH, Mayukh DAS, Yash Hemant JAIN, Sharan Kumar ALLUR, Venkappa MALA, Praveen Doreswamy NAIDU