Method, device and equipment for executing machine learning task and computer storage medium

Abstract

The invention provides a method, device and equipment for executing a machine learning task and a computer storage medium, relating to the field of cloud computing. The method comprises the steps thatafter a server side obtains a machine learning task, determining a basic mirror image; determining a container mirror image corresponding to the basic mirror image, and obtaining the container mirrorimage corresponding to the machine learning task from the container mirror image as a creation mirror image; utilizing the basic mirror image to create a virtual machine in a cloud server, and utilizing the creation mirror image to create a container instance in the virtual machine; and after mounting data corresponding to the machine learning task to the container instance, starting the container instance to start to execute the machine learning task. The execution steps of the machine learning task can be simplified, and the execution efficiency of the machine learning task is improved.

Description

【Technical field】 [0001] The present invention relates to the technical field of cloud services, and in particular, to a method, apparatus, device and computer storage medium for performing machine learning tasks. 【Background technique】 [0002] Machine learning tasks usually require extremely high data processing capabilities, so users are increasingly using cloud services with higher performance to implement corresponding machine learning tasks. The method usually adopted in the prior art is as follows: the user creates a virtual machine in the cloud server by using the image corresponding to the machine learning task provided by the cloud service provider, and then completes the corresponding machine learning task in the created virtual machine. [0003] However, since the existing technology integrates the components required to perform machine learning tasks into one image, only one machine learning task can be performed in the virtual machine created by the image. If y...

AI Technical Summary

Problems solved by technology

[0003] However, because the existing technology integrates the components required to perform machine learning tasks into one image, only one machine learning task can be performed in the virtual machine created by the image. If you want to perform other machine learning tasks, You need to delete the established virtual machine, and then select the image corresponding to the new task to recreate the virtual machine, so the steps to perform machine learning tasks are more cumbersome and less efficient

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