Patents by Inventor Adithya Dattatri

Adithya Dattatri 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).

  • Static versioning in the polyhedral model
    Patent number: 11693636
    Abstract: An approach is presented to enhancing the optimization process in a polyhedral compiler by introducing compile-time versioning, i.e., the production of several versions of optimized code under varying assumptions on its run-time parameters. We illustrate this process by enabling versioning in the polyhedral processor placement pass. We propose an efficient code generation method and validate that versioning can be useful in a polyhedral compiler by performing benchmarking on a small set of deep learning layers defined for dynamically-sized tensors.
    Type: Grant
    Filed: November 15, 2021
    Date of Patent: July 4, 2023
    Assignee: Reservoir Labs Inc.
    Inventors: Benoit J. Meister, Adithya Dattatri
  • STATIC VERSIONING IN THE POLYHEDRAL MODEL
    Publication number: 20220229641
    Abstract: An approach is presented to enhancing the optimization process in a polyhedral compiler by introducing compile-time versioning, i.e., the production of several versions of optimized code under varying assumptions on its run-time parameters. We illustrate this process by enabling versioning in the polyhedral processor placement pass. We propose an efficient code generation method and validate that versioning can be useful in a polyhedral compiler by performing benchmarking on a small set of deep learning layers defined for dynamically-sized tensors.
    Type: Application
    Filed: November 15, 2021
    Publication date: July 21, 2022
    Inventors: Benoit J. Meister, Adithya Dattatri