公开(公告)号：US20200342322A1

公开(公告)日：2020-10-29

申请号：US16958876

申请日：2018-11-06

Applicant: ZTE Corporation

Inventor： Bingtao HAN

IPC: G06N3/08 ,  G06N3/10

Abstract: Provided are a method and device for training data, a storage medium and an electronic device. The method includes determining sample data and an available cluster resource; splitting an overall training model into sub-models; and training the sample data concurrently on the sub-models by using the cluster resource.

公开(公告)号：US20220253678A1

公开(公告)日：2022-08-11

申请号：US17625767

申请日：2020-08-12

Applicant: ZTE Corporation

Inventor： Bingtao HAN ,  Jianwei WANG ,  Zongying SUN

IPC: G06N3/04 ,  G06N3/08

Abstract: A model training method and apparatus, a system, a prediction method, an apparatus, and a non-transitory computer-readable storage medium are disclosed. The model training method may include: determining, by a first device, a second device participating in model training, and sending a part of or the overall model training operation to the second device (100); and executing, by the first device, a first model training code to, for a jth training step, deliver by the first device a model parameter corresponding to the jth training step to the second device in response to the model training being not finished; and receiving a model parameter increment corresponding to the jth training step uploaded by the second device, and calculating a model parameter corresponding to a (j+1)th training step according to the model parameter increment corresponding to the jth training step uploaded by the second device (101).

公开(公告)号：US20230266999A1

公开(公告)日：2023-08-24

申请号：US18004067

申请日：2021-06-30

Applicant: ZTE CORPORATION

Inventor： Chengming ZHANG ,  Bo TANG ,  Kewen WANG ,  Bingtao HAN ,  Yongcheng WANG ,  Yaofeng TU ,  Hong GAO

IPC: G06F9/48 ,  G06F9/50

CPC classification number: G06F9/4881 ,  G06F9/50

Abstract: A resource scheduling method, a resource scheduling system, a device, and a computer-readable storage medium are disclosed. The resource scheduling method may include: obtaining a scheduling object from a scheduling queue (S100); and when the scheduling object is a customized resource, splitting the customized resource according to the current resource state to obtain a scheduling unit list (S200), the scheduling unit list including first scheduling units configured to form the customized resource; and sequentially scheduling the first scheduling units in the scheduling unit list (S300).