Patents by Inventor SAURABH DHOBLE

SAURABH DHOBLE 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).

  • System and method for an optimized winograd convolution accelerator
    Patent number: 10990648
    Abstract: One embodiment provides a compute apparatus to perform machine learning operations, the compute apparatus comprising a hardware accelerator including a compute unit to perform a Winograd convolution, the compute unit configurable to perform the Winograd convolution for a first kernel size using a transform associated with a second kernel size.
    Type: Grant
    Filed: August 7, 2017
    Date of Patent: April 27, 2021
    Assignee: INTEL CORPORATION
    Inventors: Pradeep Janedula, Bijoy Pazhanimala, Bharat Daga, Saurabh Dhoble
  • SYSTEM AND METHOD FOR AN OPTIMIZED WINOGRAD CONVOLUTION ACCELERATOR
    Publication number: 20190042923
    Abstract: One embodiment provides a compute apparatus to perform machine learning operations, the compute apparatus comprising a hardware accelerator including a compute unit to perform a Winograd convolution, the compute unit configurable to perform the Winograd convolution for a first kernel size using a transform associated with a second kernel size.
    Type: Application
    Filed: August 7, 2017
    Publication date: February 7, 2019
    Applicant: Intel Corporation
    Inventors: PRADEEP JANEDULA, BIJOY PAZHANIMALA, BHARAT DAGA, SAURABH DHOBLE