Patents by Inventor Avrech Ben-David

Avrech Ben-David 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).

  • Automatic multi-objective hardware optimization for processing of deep learning networks
    Patent number: 12093836
    Abstract: Automatic multi-objective hardware optimization for processing a deep learning network is disclosed. An example of a storage medium includes instructions for obtaining client preferences for a plurality of performance indicators for processing of a deep learning workload; generating a workload representation for the deep learning workload; providing the workload representation to machine learning processing to generate a workload executable, the workload executable including hardware mapping based on the client preferences; and applying the workload executable in processing of the deep learning workload.
    Type: Grant
    Filed: December 21, 2020
    Date of Patent: September 17, 2024
    Assignee: INTEL CORPORATION
    Inventors: Mattias Marder, Estelle Aflalo, Avrech Ben-David, Shauharda Khadka, Somdeb Majumdar, Santiago Miret, Hanlin Tang
  • AUTOMATIC MULTI-OBJECTIVE HARDWARE OPTIMIZATION FOR PROCESSING OF DEEP LEARNING NETWORKS
    Publication number: 20210150371
    Abstract: Automatic multi-objective hardware optimization for processing a deep learning network is disclosed. An example of a storage medium includes instructions for obtaining client preferences for a plurality of performance indicators for processing of a deep learning workload; generating a workload representation for the deep learning workload; providing the workload representation to machine learning processing to generate a workload executable, the workload executable including hardware mapping based on the client preferences; and applying the workload executable in processing of the deep learning workload.
    Type: Application
    Filed: December 21, 2020
    Publication date: May 20, 2021
    Applicant: Intel Corporation
    Inventors: Mattias Marder, Estelle Aflalo, Avrech Ben-David, Shauharda Khadka, Somdeb Majumdar, Santiago Miret, Hanlin Tang