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Batch task processing method and device and electronic equipment

A batch task and task technology, applied in the field of artificial intelligence, can solve the problems of low task computing efficiency and waste of computing resources, and achieve the effect of improving task processing efficiency, reducing delay, and avoiding waste of computing resources.

Pending Publication Date: 2022-08-05
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
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AI Technical Summary

Problems solved by technology

[0003] However, the current task processing technology has low computational efficiency for tasks, resulting in a waste of computing resources.

Method used

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  • Batch task processing method and device and electronic equipment
  • Batch task processing method and device and electronic equipment
  • Batch task processing method and device and electronic equipment

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Embodiment Construction

[0065] 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.

[0066] With the improvement of computer hardware and the rapid development of the field of deep learning, various neural network models have been applied to various fields such as life and health, retail, and industry. The successful application of deep learning models in the commercial field depends on multiple links. In addition to model training, it is usually ne...

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Abstract

The invention provides a batch task processing method and device and electronic equipment, and relates to the field of artificial intelligence, in particular to the field of cloud computing. According to the specific implementation scheme, batch tasks are generated according to tasks to be completed; executing a to-be-completed task in the batch tasks; and scheduling the to-be-completed task according to the completion progress of the to-be-completed task in the batch tasks. According to the embodiment of the invention, the to-be-completed task can be scheduled according to the task completion progress, and the completed task is quitted from the batch task queue. According to the embodiment of the invention, the to-be-completed tasks in the batch tasks can be dynamically scheduled, the total time delay of completing the to-be-completed tasks is reduced, and the utilization efficiency of computing resources is improved.

Description

technical field [0001] The present disclosure relates to the field of artificial intelligence technologies, in particular to the field of cloud computing, and in particular to a method, apparatus and electronic device for batch task processing. Background technique [0002] In recent years, with the excellent performance of large models in natural language processing and other fields, they have played a role in more and more practical scenarios. After the task is requested, the model is used for calculation, and the final calculation result is returned to the requester. [0003] However, the current task processing technology has low computing efficiency for tasks, resulting in a waste of computing resources. SUMMARY OF THE INVENTION [0004] The present disclosure provides a method, apparatus and electronic device for batch task processing. [0005] According to a first aspect of the present disclosure, a method for batch task processing is provided, including: [0006...

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Application Information

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IPC IPC(8): G06F9/48G06F12/0877
CPCG06F9/4843G06F12/0877
Inventor 李雨芮巩伟宝王曦吴志华党青青王硕寰于佃海
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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