Patents by Inventor Rachitha Prem Seelin

Rachitha Prem Seelin 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).

  • ACCELERATED SCALE-OUT PERFORMANCE OF DEEP LEARNING TRAINING WORKLOAD WITH EMBEDDING TABLES
    Publication number: 20240037378
    Abstract: Systems, apparatuses and methods may provide for technology that identifies an embedding table associated with a neural network. The neural network is associated with a plurality of compute nodes. The technology further identifies a number of entries of the embedding table, and determines whether to process gradients associated with the embedding table as dense gradients or sparse gradients based on the number of entries.
    Type: Application
    Filed: December 24, 2020
    Publication date: February 1, 2024
    Applicant: Intel Corporation
    Inventors: Guokai Ma, Jiong Gong, Dhiraj Kalamkar, Rachitha Prem Seelin, Hongzhen Liu, Akshay Jain, Liangang Zhang