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GPU resource pooling method, system and device and computer readable storage medium

A resource pool and resource technology, which is applied in the computer field to improve the utilization of GPU resources, reduce development costs, and avoid shortage or idleness.

Active Publication Date: 2021-10-29
深圳市信润富联数字科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

It aims to solve the problem of how to improve the utilization rate of computer GPU

Method used

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  • GPU resource pooling method, system and device and computer readable storage medium
  • GPU resource pooling method, system and device and computer readable storage medium
  • GPU resource pooling method, system and device and computer readable storage medium

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Embodiment Construction

[0041] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0042] like figure 1 as shown, figure 1 It is a schematic diagram of the device structure of the hardware operating environment involved in the solution of the embodiment of the present invention.

[0043] like figure 1 As shown, the device may include: a processor 1001 , such as a CPU, a communication bus 1002 , a user interface 1003 , a network interface 1004 , and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display) and an input unit such as a keyboard (Keyb...

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PUM

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Abstract

The invention discloses a GPU resource pooling method, system and device and a computer readable storage medium, and the method comprises the steps: receiving a role resource request sent by a resource demander, and obtaining GPU resources from a resource provider; matching a development environment space according to the role resource request; and allocating the GPU resources to the resource demand side according to the development environment space. The development environment space is matched through the role resource request, so that the development environment space meets the actual resource demand of the resource demand side, the shortage or idleness of the GPU resources of the resource demand side is avoided, the GPU resource allocation accuracy is improved, the GPU resources are allocated according to the development environment space, the GPU resources obtained from the resource provider are accurately scheduled, the distribution reasonability of the GPU resources is improved, the sharing of fixed GPU resources in the development machine is realized, the GPU resource utilization rate of each development machine is greatly improved, and the development cost is reduced.

Description

technical field [0001] The present invention relates to the field of computer technology, and in particular to a GPU resource pooling method, system, device, and computer-readable storage medium. Background technique [0002] With the rapid development of the Internet industry, algorithm development engineers have higher and higher requirements for the performance of the development machine when performing development work. In most of the current enterprises, a development engineer will be equipped with a high-performance development machine when he joins the job, and the development engineer will install the development environment of the relevant language and the corresponding algorithm framework for the developed project. Among them, the GPU in the high-performance development machine is expensive. In the actual development process, each development engineer has a high-performance development machine, but the utilization rate of the development machine resources, especial...

Claims

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Application Information

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IPC IPC(8): G06F9/50
CPCG06F9/5027G06F2209/5011
Inventor 杜冬冬杨志宇罗启铭熊皓吴育校覃江威陈功成建洪高翠娜
Owner 深圳市信润富联数字科技有限公司
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