Patents by Inventor Hemanth PURANIK

Hemanth PURANIK 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).

  • SPLIT NEURAL NETWORK ACCELERATION ARCHITECTURE SCHEDULING AND DYNAMIC INFERENCE ROUTING
    Publication number: 20240095542
    Abstract: A method for accelerating machine learning on a computing device is described. The method includes accessing a neural network. The method also includes splitting the neural network into N sub-neural networks. The method further includes hosting the N sub-neural networks in M inference accelerators. The method also includes scheduling the N sub-neural networks in the M inference accelerators. The method further includes executing the N sub-neural networks in the M inference accelerators.
    Type: Application
    Filed: February 25, 2022
    Publication date: March 21, 2024
    Inventors: Vijaya Kumar KILARI, Fan WU, Geoffrey Carlton BERRY, Hemanth PURANIK