Patents by Inventor Michael Ray Benfield

Michael Ray Benfield 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).

  • Converting quasi-affine expressions to matrix operations
    Patent number: 12175222
    Abstract: A computer-implemented method includes generating, based on a representation of a tensor mapping between an input tensor and an output tensor, a list of mappings from elements of the input tensor to elements of the output tensor, and generating groups of mappings from the list of mappings, where each of the groups of mappings corresponds to a respective set of matrix multiplications, a matrix transpose, or both. The computer-implemented method also includes generating a respective expression for each of the groups of mappings and generating code for summing results of the respective expressions, where each respective expression includes the respective set of matrix multiplications, the matrix transpose, or both.
    Type: Grant
    Filed: November 20, 2020
    Date of Patent: December 24, 2024
    Assignee: Amazon Technologies, Inc.
    Inventors: Michael Ray Benfield, Hongbin Zheng, Thomas Robert Norell