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    Model Parallel Processing Method and Apparatus Based on Multiple Graphic Processing Units
    4.
    发明申请
    Model Parallel Processing Method and Apparatus Based on Multiple Graphic Processing Units 有权
    基于多个图形处理单元的模型并行处理方法和装置

    公开(公告)号：US20160321776A1

    公开(公告)日：2016-11-03

    申请号：US15107475

    申请日：2015-06-19

    Applicant: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED

    Inventor： Yongqiang Zou ,  Yi Li ,  Xing Jin ,  Bin Xiao ,  Zhimao Guo ,  Wei Xue ,  Bo Chen ,  Yong Li ,  Lei Xiao

    IPC: G06T1/20

    CPC classification number: G06T1/20 ,  G06F9/48 ,  G06T2200/28

    Abstract: A parallel data processing method based on multiple graphic processing units (GPUs) is provided, including: creating, in a central processing unit (CPU), a plurality of worker threads for controlling a plurality of worker groups respectively, the worker groups including a plurality of GPUs; binding each worker thread to a corresponding GPU; loading one batch of training data from a nonvolatile memory to a GPU video memory corresponding to one worker group; transmitting, between a plurality of GPUs corresponding to one worker group, data required by data processing performed by the GPUs through peer to peer; and controlling the plurality of GPUs to perform data processing in parallel through the worker threads.

    Abstract translation: 提供了一种基于多个图形处理单元（GPU）的并行数据处理方法，包括：在中央处理单元（CPU）中分别创建多个用于控制多个工作者组的工作线程，所述工作人员组包括多个 的GPU; 将每个工作线程绑定到相应的GPU; 将一批训练数据从非易失性存储器加载到对应于一个工作者组的GPU视频存储器; 在对应于一个工作组的多个GPU之间传输由GPU通过对等设备执行的数据处理所需的数据; 并且通过工作线程并行地控制多个GPU来执行数据处理。

    INFORMATION PROCESSING METHOD AND TERMINAL, AND COMPUTER STORAGE MEDIUM
    5.
    发明申请
    INFORMATION PROCESSING METHOD AND TERMINAL, AND COMPUTER STORAGE MEDIUM 审中-公开

    公开(公告)号：US20170279748A1

    公开(公告)日：2017-09-28

    申请号：US15619272

    申请日：2017-06-09

    Applicant: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED

    Inventor： Jingjing Kong ,  Yong Li ,  Yuxing Yang

    IPC: H04L12/58 ,  H04L29/06 ,  G06F17/30 ,  H04L29/08

    CPC classification number: H04L51/046 ,  G06F16/44 ,  H04L51/10 ,  H04L51/14 ,  H04L51/28 ,  H04L51/32 ,  H04L65/1076 ,  H04L67/306

    Abstract: An information processing method includes generating identification information according to a preset manner, and displaying identification information on a multimedia interaction interface, identification information being capable of being scanned by clients so that the clients establish an association relationship with a first event presented on multimedia interaction interface; obtaining identifiers of the clients in association relationship with the first event based on results of clients' scanning of identification information, and establishing a first set of identifiers; when a condition is met, receiving requests from M clients, and identifying identifiers of M clients; screening, based on the first set of identifiers, the identifiers of M clients to obtain N client identifiers matched with any identifier in the first set of identifiers, wherein M and N are both positive integers, and M≧N; and outputting at least one client identifier of N client identifiers according to a preset rule.

    DATA PARALLEL PROCESSING METHOD AND APPARATUS BASED ON MULTIPLE GRAPHIC PROCESSING UNITS
    6.
    发明申请
    DATA PARALLEL PROCESSING METHOD AND APPARATUS BASED ON MULTIPLE GRAPHIC PROCESSING UNITS 审中-公开
    基于多个图形处理单元的数据并行处理方法和装置

    公开(公告)号：US20160321777A1

    公开(公告)日：2016-11-03

    申请号：US15210278

    申请日：2016-07-14

    Applicant: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED

    Inventor： Xing Jin ,  Yi Li ,  Yongqiang Zou ,  Zhimao Guo ,  Eryu Wang ,  Wei Xue ,  Bo Chen ,  Yong Li ,  Chunjian Bao ,  Lei Xiao

    IPC: G06T1/20 ,  G06F9/52 ,  G06F9/50 ,  G06T1/60

    CPC classification number: G06T1/20 ,  G06F9/5016 ,  G06F9/5027 ,  G06F9/52 ,  G06N3/0454 ,  G06N3/063 ,  G06N3/084 ,  G06T1/60

    Abstract: A parallel data processing method based on multiple graphic processing units (GPUs) is provided, including: creating, in a central processing unit (CPU), a plurality of worker threads for controlling a plurality of worker groups respectively, the worker groups including one or more GPUs; binding each worker thread to a corresponding GPU; loading a plurality of batches of training data from a nonvolatile memory to GPU video memories in the plurality of worker groups; and controlling the plurality of GPUs to perform data processing in parallel through the worker threads. The method can enhance efficiency of multi-GPU parallel data processing. In addition, a parallel data processing apparatus is further provided.

    Abstract translation: 提供了一种基于多个图形处理单元（GPU）的并行数据处理方法，包括：在中央处理单元（CPU）中分别创建多个用于控制多个工作者组的工作线程，所述工作人员组包括一个或 更多GPU 将每个工作线程绑定到相应的GPU; 将多批培训数据从非易失性存储器加载到多个工作者组中的GPU视频存储器; 并且通过工作线程并行地控制多个GPU来执行数据处理。 该方法可以提高多GPU并行数据处理的效率。 另外，还提供并行数据处理装置。

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