Patents by Inventor Benlong Hu

Benlong Hu 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).

  • Distributed machine learning method and system
    Patent number: 11263539
    Abstract: A method and system for distributed machine learning and model training are disclosed. In particular, a finite asynchronous parallel training scheme is described. The finite asynchronous parallel training takes advantage of the benefits of both asynchronous parallel training and synchronous parallel training. The computation delays in various distributed computation nodes are further considered when training parameter are updated during each round of iterative training. The disclosed method and system facilities increase of model training speed and efficiency.
    Type: Grant
    Filed: February 4, 2019
    Date of Patent: March 1, 2022
    Assignee: Tencent Technology (Shenzhen) Company Limited
    Inventors: Jiawei Jiang, Bin Cui, Ming Huang, Pin Xiao, Benlong Hu, Lele Yu
  • DISTRIBUTED MACHINE LEARNING METHOD AND SYSTEM
    Publication number: 20190171952
    Abstract: A method and system for distributed machine learning and model training are disclosed. In particular, a finite asynchronous parallel training scheme is described. The finite asynchronous parallel training takes advantage of the benefits of both asynchronous parallel training and synchronous parallel training. The computation delays in various distributed computation nodes are further considered when training parameter are updated during each round of iterative training. The disclosed method and system facilities increase of model training speed and efficiency.
    Type: Application
    Filed: February 4, 2019
    Publication date: June 6, 2019
    Applicant: Tencent Technology (Shenzhen) Company Limited
    Inventors: Jiawei Jiang, Bin Cui, Ming Huang, Pin Xiao, Benlong Hu, Lele Yu