Patents by Inventor Aaron M. Collier

Aaron M. Collier 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).

  • Patent number: 11989257
    Abstract: An apparatus includes a processor and a memory to store instructions. The instructions, when executed by the processor, cause the processor to perform threading of a first matrix along a first dimension of the first matrix and a second dimension of the matrix. The threading represents block sizes of the first matrix to assign to process threads of a multiplication algorithm to determine a third matrix that represents a product of the first matrix and a second matrix. The block sizes include a first block size along the first dimension and a second block size along the second dimension. The second matrix shares the second dimension with the first matrix. The instructions, when executed by the processor, cause the processor to provide data to the multiplication algorithm, which represents the first block size and the second block size.
    Type: Grant
    Filed: October 29, 2020
    Date of Patent: May 21, 2024
    Assignee: Hewlett Packard Enterprise Development LP
    Inventor: Aaron M. Collier
  • Publication number: 20230281271
    Abstract: Based on a predetermined number of available processor sockets, a plurality of candidate matrix decompositions are identified, which correspond to a multiplication of matrices. Based on a first comparative relationship of a variation of first sizes of the plurality of candidate matrix decompositions along a first dimension and a second comparative relationship of a variation of second sizes of the plurality of candidate matrix decomposition sizes along a second dimension, a given candidate matrix decomposition is selected. Processing of the multiplication among the processor sockets is distributed based on the given candidate matrix decomposition.
    Type: Application
    Filed: March 24, 2023
    Publication date: September 7, 2023
    Inventor: Aaron M. Collier
  • Patent number: 11640443
    Abstract: Based on a predetermined number of available processor sockets, a plurality of candidate matrix decompositions are identified, which correspond to a multiplication of matrices. Based on a first comparative relationship of a variation of first sizes of the plurality of candidate matrix decompositions along a first dimension and a second comparative relationship of a variation of second sizes of the plurality of candidate matrix decomposition sizes along a second dimension, a given candidate matrix decomposition is selected. Processing of the multiplication among the processor sockets is distributed based on the given candidate matrix decomposition.
    Type: Grant
    Filed: May 28, 2020
    Date of Patent: May 2, 2023
    Assignee: Hewlett Packard Enterprise Development LP
    Inventor: Aaron M. Collier
  • Publication number: 20220138281
    Abstract: An apparatus includes a processor and a memory to store instructions. The instructions, when executed by the processor, cause the processor to perform threading of a first matrix along a first dimension of the first matrix and a second dimension of the matrix. The threading represents block sizes of the first matrix to assign to process threads of a multiplication algorithm to determine a third matrix that represents a product of the first matrix and a second matrix. The block sizes include a first block size along the first dimension and a second block size along the second dimension. The second matrix shares the second dimension with the first matrix. The instructions, when executed by the processor, cause the processor to provide data to the multiplication algorithm, which represents the first block size and the second block size.
    Type: Application
    Filed: October 29, 2020
    Publication date: May 5, 2022
    Inventor: Aaron M. Collier
  • Publication number: 20210374208
    Abstract: Based on a predetermined number of available processor sockets, a plurality of candidate matrix decompositions are identified, which correspond to a multiplication of matrices. Based on a first comparative relationship of a variation of first sizes of the plurality of candidate matrix decompositions along a first dimension and a second comparative relationship of a variation of second sizes of the plurality of candidate matrix decomposition sizes along a second dimension, a given candidate matrix decomposition is selected. Processing of the multiplication among the processor sockets is distributed based on the given candidate matrix decomposition.
    Type: Application
    Filed: May 28, 2020
    Publication date: December 2, 2021
    Inventor: Aaron M. Collier