Patents by Inventor Sai Jayanthi

Sai Jayanthi 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).

  • Graph context-based operator checks to improve graph clustering and execution in AI accelerator framework integration
    Patent number: 12242973
    Abstract: Systems, apparatuses and methods may provide for technology that parses, at runtime, a deep learning graph in topological order to identify a plurality of nodes, marks a first set of nodes in the plurality of nodes as unsupported by target hardware, and marks a second set of nodes in the plurality of nodes as supported by the target hardware, wherein the first set of nodes and the second set of nodes are marked based on one or more attributes defining operation functionality, and wherein the one or more attributes include one or more of an input node parameter, a dimension, or a shape.
    Type: Grant
    Filed: August 13, 2021
    Date of Patent: March 4, 2025
    Assignee: Intel Corporation
    Inventors: Chandrakant Khandelwal, Ritesh Kumar Rajore, Laxmi Ganesan, Sai Jayanthi, Yamini Nimmagadda
  • GRAPH CONTEXT-BASED OPERATOR CHECKS TO IMPROVE GRAPH CLUSTERING AND EXECUTION IN AI ACCELERATOR FRAMEWORK INTEGRATION
    Publication number: 20210374554
    Abstract: Systems, apparatuses and methods may provide for technology that parses, at runtime, a deep learning graph in topological order to identify a plurality of nodes, marks a first set of nodes in the plurality of nodes as unsupported by target hardware, and marks a second set of nodes in the plurality of nodes as supported by the target hardware, wherein the first set of nodes and the second set of nodes are marked based on one or more attributes defining operation functionality, and wherein the one or more attributes include one or more of an input node parameter, a dimension, or a shape.
    Type: Application
    Filed: August 13, 2021
    Publication date: December 2, 2021
    Inventors: Chandrakant Khandelwal, Ritesh Kumar Rajore, Laxmi Ganesan, Sai Jayanthi, Yamini Nimmagadda