Patents by Inventor Venkata Sai Pavan Kumar Akkisetty

Venkata Sai Pavan Kumar Akkisetty 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).

  • HETEROGENEOUS COMPUTE-BASED ARTIFICIAL INTELLIGENCE MODEL PARTITIONING
    Publication number: 20220222584
    Abstract: Systems and techniques for heterogeneous compute-based artificial intelligence model partitioning are described herein. An intermediate representation of an input machine learning model may be generated. The intermediate representation may be analyzed to determine compute metrics for execution of the input machine learning model. An input processing device may be analyzed to determine normalization metrics for execution of the input machine learning model on the input processing device. A partition of the intermediate representation may be generated for the input processing device based on the compute metrics and the normalization metrics. The partition may be transmitted to the input processing device for execution.
    Type: Application
    Filed: April 1, 2022
    Publication date: July 14, 2022
    Inventors: Yamini Nimmagadda, Divya Prakash, Akhila Vidiyala, Venkata Sai Pavan Kumar Akkisetty