Invention Grant
- Patent Title: Method for updating parameter of model, distributed training system and electric device
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Application No.: US17104165Application Date: 2020-11-25
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Publication No.: US11574146B2Publication Date: 2023-02-07
- Inventor: Long Li , Haifeng Wang , Weibao Gong
- Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Applicant Address: CN Beijing
- Assignee: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Current Assignee: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.
- Current Assignee Address: CN Beijing
- Agency: Bridgeway IP Law Group, PLLC
- Agent Jihun Kim
- Priority: CN202010167280.0 20200311
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06F9/50 ; G06N3/08

Abstract:
A method for updating a parameter of a model, a distributed training system, and an electric device are related to a field of deep learning technologies. The method includes: obtaining a batch training period of batch training data to be trained for a model; increasing priorities of tasks ranked at a bottom in a sequence of gradient communication tasks for parameters of the model when the batch training period is greater than or equal to a preset period threshold; and performing a communication of gradients of the parameters and updating the parameters based on priorities of the gradient communication tasks for the parameters in the model.
Public/Granted literature
- US20210287044A1 METHOD FOR UPDATING PARAMETER OF MODEL, DISTRIBUTED TRAINING SYSTEM AND ELECTRIC DEVICE Public/Granted day:2021-09-16
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