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Task processing method, device and system, electronic equipment and storage medium

A task processing and task technology, applied in the field of task processing methods, electronic equipment, storage media, and devices, can solve the problems of high professionalism and complexity of software systems

Pending Publication Date: 2022-08-02
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For example, the collaborative development of artificial intelligence models, artificial intelligence hardware devices, and software systems that connect the two makes the software systems increasingly professional and complex

Method used

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  • Task processing method, device and system, electronic equipment and storage medium
  • Task processing method, device and system, electronic equipment and storage medium
  • Task processing method, device and system, electronic equipment and storage medium

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Embodiment Construction

[0024] Exemplary embodiments of the present disclosure are described below with reference to the accompanying drawings, which include various details of the embodiments of the present disclosure to facilitate understanding and should be considered as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the present disclosure. Also, descriptions of well-known functions and constructions are omitted from the following description for clarity and conciseness.

[0025] The embodiment of the present disclosure proposes a task processing solution. For example, in response to receiving the task processing request, the control node acquires available resource information of multiple computing nodes and task information of artificial intelligence tasks. Task information includes artificial intelligence models and sample data. ...

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PUM

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Abstract

The invention provides a task processing method, device and system, electronic equipment and a storage medium, and relates to the technical field of artificial intelligence, in particular to the technical field of cloud computing, deep learning and computer vision. According to the specific implementation scheme, in response to a received task processing request, available resource information of multiple computing nodes and task information of an artificial intelligence task are obtained, and the task information comprises an artificial intelligence model and sample data; according to the task information, obtaining sub-task information of the plurality of sub-tasks; according to the available resource information and the respective resource demand information of the plurality of sub-tasks, determining respective target computing nodes for processing the plurality of sub-tasks from the plurality of computing nodes; and sending the sub-task information of the sub-tasks to respective target computing nodes of the plurality of sub-tasks, so that the target computing nodes process the sub-tasks based on the sub-task information.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, and in particular, to the technical fields of cloud computing, deep learning and computer vision. Specifically, it relates to a task processing method, apparatus, electronic device and storage medium. Background technique [0002] With the development of artificial intelligence technology, deep learning technology has also been developed. For example, the collaborative development of artificial intelligence models, artificial intelligence hardware devices, and software systems that connect the two makes software systems more and more specialized and complex. The software system can be used to cooperate with artificial intelligence hardware devices to realize the processing of artificial intelligence tasks. SUMMARY OF THE INVENTION [0003] The present disclosure provides a task processing method, apparatus, system, electronic device, and storage medium. [0004] Acco...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/48G06F9/50G06N20/00
CPCG06F9/4881G06F9/5038G06N20/00
Inventor 汪彬吴志华王冠群赵彩贝姚雪峰吴鑫烜
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD