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A task processing method, service platform and electronic equipment

A service platform and task processing technology, applied in the field of resource scheduling, can solve the problems of low gpu utilization and resource waste, and achieve the effect of reducing resource waste and overcoming low gpu resource utilization.

Active Publication Date: 2022-01-18
LENOVO (BEIJING) LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] This kind of resource allocation will lead to the problem that small tasks monopolize the GPU, resulting in a low utilization rate of the GPU, which will cause a waste of resources.

Method used

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  • A task processing method, service platform and electronic equipment
  • A task processing method, service platform and electronic equipment
  • A task processing method, service platform and electronic equipment

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Embodiment Construction

[0053] For the sake of reference and clarity, the technical terms, abbreviations or abbreviations used in the following text are summarized as follows:

[0054] Small task: refers to a task with a low utilization rate of the GPU when occupying a GPU.

[0055] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0056]The present application provides a task processing method, a service platform and electronic equipment, which are used to solve the problem in the prior art that the utilization rate of GPU resources is lo...

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Abstract

The present application provides a task processing method, a service platform, and an electronic device. When the method obtains an instruction to start a first task, it determines the currently running second task that can share resources with the first task, and based on The remaining resources of the target resource used by the second task start the first task. Wherein, the resource remaining amount of the target resource used by the second task is not lower than the resource amount required when the first task is running. It can be seen that the present application provides a multi-task resource sharing solution. When the application solution is applied to the resource scheduling of small tasks, more than one small task can be started and run based on the same GPU, so that This enables multiple small tasks to share the same GPU resource, effectively overcomes the problem of low utilization of GPU resources in the prior art due to small tasks monopolizing the GPU, and reduces waste of resources.

Description

technical field [0001] The invention belongs to the technical field of resource scheduling, and in particular relates to a task processing method, a service platform and electronic equipment. Background technique [0002] At present, in resource scheduling systems, such as AI (Artificial Intelligence, artificial intelligence) platform resource scheduling, for GPU resources, the minimum granularity of resource allocation is a GPU (graphics processing unit, graphics processing unit), that is, A running task (such as image and voice model training tasks being executed in the AI ​​platform, or model-based image and voice data processing tasks, etc.) will occupy at least one GPU. [0003] This kind of resource allocation will lead to the problem that small tasks monopolize the GPU, resulting in a low utilization rate of the GPU, which will cause a waste of resources. Contents of the invention [0004] In view of this, the purpose of the present application is to provide a reso...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/48G06F9/50
CPCG06F9/4881G06F9/5027
Inventor 孔艳莉王奇刚
Owner LENOVO (BEIJING) LTD
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