Patents by Inventor Ratna Kumar Kovvuri

Ratna Kumar Kovvuri 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).

  • Publication number: 20190286973
    Abstract: Technology related to hardware accelerated neural network subgraphs is disclosed. In one example of the disclosed technology, a method includes receiving source code specifying a neural network model. The source code includes an application programming interface (API) marking a subgraph of the neural network model as targeted for hardware acceleration. The method includes compiling the subgraph to the neural network accelerator target to generate configuration information for the hardware accelerator. The method includes configuring the hardware accelerator to evaluate the neural network model, where the hardware accelerator is configured using the configuration information.
    Type: Application
    Filed: May 4, 2018
    Publication date: September 19, 2019
    Applicant: Microsoft Technology Licensing, LLC
    Inventors: Ratna Kumar Kovvuri, Ahmad Mahdi El Husseini, Steven K. Reinhardt, Daniel Lo, Eric S. Chung, Sarabjit Singh Seera, Friedel van Megen, Alessandro Forin