Patents by Inventor Joshua Walter Kelly

Joshua Walter Kelly 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).

  • Adaptive dispatch for acceleration of deep neural networks on graphic processing units
    Patent number: 11145024
    Abstract: Methods, systems, and devices for processing are described. A device may parse a set of layers of a deep neural network. The set of layers may be associated with a set of machine learning operations of the deep neural network. The device may determine one or more layer parameters based on the determined set of layers. In some aspects, the device may determine an execution time associated with executing a shader dispatch based on the one or more layer parameters. The device may batch the shader dispatch to a command buffer based on the execution time and process the command buffer based on the batching. The device may determine a target execution time based on an assembly time associated with the command buffer, a processing time associated with the command buffer, a frequency level associated with processing the command buffer, the one or more layer parameters, or some combination thereof.
    Type: Grant
    Filed: December 27, 2019
    Date of Patent: October 12, 2021
    Assignee: QUALCOMM Incorporated
    Inventors: Balaji Calidas, Joshua Walter Kelly, Avinash Seetharamaiah, Jonnala Gadda Nagendra Kumar, Hitendra Mohan Gangani
  • ADAPTIVE DISPATCH FOR ACCELERATION OF DEEP NEURAL NETWORKS ON GRAPHIC PROCESSING UNITS
    Publication number: 20210201433
    Abstract: Methods, systems, and devices for processing are described. A device may parse a set of layers of a deep neural network. The set of layers may be associated with a set of machine learning operations of the deep neural network. The device may determine one or more layer parameters based on the determined set of layers. In some aspects, the device may determine an execution time associated with executing a shader dispatch based on the one or more layer parameters. The device may batch the shader dispatch to a command buffer based on the execution time and process the command buffer based on the batching. The device may determine a target execution time based on an assembly time associated with the command buffer, a processing time associated with the command buffer, a frequency level associated with processing the command buffer, the one or more layer parameters, or some combination thereof.
    Type: Application
    Filed: December 27, 2019
    Publication date: July 1, 2021
    Inventors: Balaji CALIDAS, Joshua Walter Kelly, Avinash Seetharamaiah, Jonnala Gadda Nagendra Kumar, Hitendra Mohan Gangani