Patents by Inventor Zhennan Qin

Zhennan Qin 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).

  • COMPUTE-INTENSIVE KERNEL GENERATOR, MICRO-KERNEL CODE CACHE, FUSED KERNEL GENERATOR AND CYCLIC DEPENDENCE FREE GRAPH PARTITIONING FOR DEEP LEARNING WORKLOADS
    Publication number: 20240320047
    Abstract: Systems, apparatuses and methods may provide for technology that identifies a data layout associated with input tensors and output tensors, generates a micro-kernel based at least in part on the data layout, and generates a nested outer loop for a kernel, wherein the micro-kernel performs one or more subtasks associated with a task represented by the kernel. The technology also includes micro-kernel code caches, fused kernel generators and cyclic dependence free graph partitioning for deep learning workloads.
    Type: Application
    Filed: February 24, 2022
    Publication date: September 26, 2024
    Inventors: Jianhui Li, Zhennan Qin, Jiong Gong, Jingze Cui, Yijie Mei, Yunfei Song
  • Data processing
    Patent number: 10733689
    Abstract: Data processing apparatus comprises a server device and a client device connected for data communication by a data communication path. The server device comprises a server graphics processing unit (GPU) to receive and process graphics processing commands to generate processed graphics data. The client device comprises a client data processing unit; and a client GPU interface to receive graphics processing commands from the client data processing unit, to transmit graphics processing commands to the server GPU, to receive processed graphics data from the server GPU and to provide processed graphics data to the client data processing unit.
    Type: Grant
    Filed: March 5, 2018
    Date of Patent: August 4, 2020
    Assignee: ARM LIMITED
    Inventors: Jiangning Liu, Zhennan Qin, Hao Liu
  • DATA PROCESSING
    Publication number: 20180300844
    Abstract: Data processing apparatus comprises a server device and a client device connected for data communication by a data communication path. The server device comprises a server graphics processing unit (GPU) to receive and process graphics processing commands to generate processed graphics data. The client device comprises a client data processing unit; and a client GPU interface to receive graphics processing commands from the client data processing unit, to transmit graphics processing commands to the server GPU, to receive processed graphics data from the server GPU and to provide processed graphics data to the client data processing unit.
    Type: Application
    Filed: March 5, 2018
    Publication date: October 18, 2018
    Inventors: Jiangning Liu, Zhennan Qin, Hao Liu