Patents by Inventor Avadh P. Patel

Avadh P. Patel 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).

  • EFFICIENT DIRECT CONVOLUTION USING SIMD INSTRUCTIONS
    Publication number: 20240012644
    Abstract: A computer comprising one or more processors offering vector instructions may implement a direct convolution on a source data set. The source data set may be one-dimensional or multi-dimensional. For a given vector width, w, of the vector instructions, w consecutive data elements of the output data set are computed in parallel using vector instructions. For multi-dimensional data sets, multiple vectors of the output data set are computed for a single load of a set of vectors from the source data set. New vector instructions are disclosed to improve the performance of the convolution and to enable full utilization of the arithmetic logic units within the one or more processors.
    Type: Application
    Filed: September 22, 2023
    Publication date: January 11, 2024
    Inventors: Jeffrey R. Diamond, Avadh P. Patel
  • Efficient direct convolution using SIMD instructions
    Patent number: 11803377
    Abstract: A computer comprising one or more processors offering vector instructions may implement a direct convolution on a source data set. The source data set may be one-dimensional or multi-dimensional. For a given vector width, w, of the vector instructions, w consecutive data elements of the output data set are computed in parallel using vector instructions. For multi-dimensional data sets, multiple vectors of the output data set are computed for a single load of a set of vectors from the source data set. New vector instructions are disclosed to improve the performance of the convolution and to enable full utilization of the arithmetic logic units within the one or more processors.
    Type: Grant
    Filed: March 30, 2018
    Date of Patent: October 31, 2023
    Assignee: Oracle International Corporation
    Inventors: Jeffrey R. Diamond, Avadh P. Patel
  • EFFICIENT DIRECT CONVOLUTION USING SIMD INSTRUCTIONS
    Publication number: 20190079764
    Abstract: A computer comprising one or more processors offering vector instructions may implement a direct convolution on a source data set. The source data set may be one-dimensional or multi-dimensional. For a given vector width, w, of the vector instructions, w consecutive data elements of the output data set are computed in parallel using vector instructions. For multi-dimensional data sets, multiple vectors of the output data set are computed for a single load of a set of vectors from the source data set. New vector instructions are disclosed to improve the performance of the convolution and to enable full utilization of the arithmetic logic units within the one or more processors.
    Type: Application
    Filed: March 30, 2018
    Publication date: March 14, 2019
    Inventors: Jeffrey R. Diamond, Avadh P. Patel