Patents by Inventor Wojciech JABLONSKI

Wojciech JABLONSKI 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).

  • Selecting computational kernel variants using neural networks
    Patent number: 11625605
    Abstract: Apparatuses, systems, and techniques to optimize kernel selection for performing a computation. In at least one embodiment, a neural network is trained and utilized to generate a list of kernels so that an (e.g., optimal) kernel may be identified. The neural network receives characteristics of the input matrices and determines relevancy scores for a list of possible kernels. Based on an ordered listing of kernels by relevant score, a kernel is selected from the list and utilized to perform the computation and provide the result.
    Type: Grant
    Filed: December 20, 2019
    Date of Patent: April 11, 2023
    Assignee: Nvidia Corporation
    Inventors: Jonathan Edward Barker, Christopher Thomas Cheng, Paul Martin Springer, Wojciech Jablonski
  • SELECTING COMPUTATIONAL KERNEL VARIANTS USING NEURAL NETWORKS
    Publication number: 20210192334
    Abstract: Apparatuses, systems, and techniques to optimize kernel selection for performing a computation. In at least one embodiment, a neural network is trained and utilized to generate a list of kernels so that an (e.g., optimal) kernel may be identified. The neural network receives characteristics of the input matrices and determines relevancy scores for a list of possible kernels. Based on an ordered listing of kernels by relevant score, a kernel is selected from the list and utilized to perform the computation and provide the result.
    Type: Application
    Filed: December 20, 2019
    Publication date: June 24, 2021
    Inventors: Jonathan Edward BARKER, Christopher Thomas CHENG, Paul Martin SPRINGER, Wojciech JABLONSKI