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Training task monitoring method and system and computer storage medium

A computer and task technology, applied in the computer field, can solve the problem of inconvenient management and training tasks, and achieve the effect of reducing human intervention and improving convenience

Pending Publication Date: 2021-04-02
SHENZHEN COMTOP INFORMATION TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, based on the deployment method of the kubernetes cluster, the operation of the master node on the container is limited to the deployment of the environment. When the container needs to be operated, it needs to log in to the corresponding container to operate. For the scenario of multiple containers, it is necessary to manually manage multiple containers. training tasks, resulting in inconvenient management of training tasks

Method used

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  • Training task monitoring method and system and computer storage medium
  • Training task monitoring method and system and computer storage medium
  • Training task monitoring method and system and computer storage medium

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Embodiment Construction

[0045] Embodiments of the present application are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary, and are only for explaining the present application, and should not be construed as limiting the present application.

[0046] Refer below Figure 1 to Figure 3 The method, system and computer storage medium for monitoring training tasks of the present application are described.

[0047] can be understood as figure 1 The method for monitoring the training task shown includes:

[0048] Step S100, receiving a start request of a training task to be processed.

[0049] Step S200, sending the startup request to the master node of the kubernetes cluster, so that the master node creates a corresponding container;

[0050] It should be noted that...

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Abstract

The invention discloses a training task monitoring method and system and a computer storage medium, and relates to the technical field of computers, and the method comprises the steps of receiving a starting request of a to-be-processed training task; sending the starting request to a main node of the kubernetes cluster, so that the main node creates a corresponding container; obtaining a startingstate of the container; and sending the training information of the training task to the container through the message queue according to the starting state so as to control the training behavior ofthe container. Therefore, the starting request of each training task can be received through the unified application platform, and the unified application platform is in communication connection withthe kubernetes cluster, so that the operation of the training behavior of each container in the kubernetes cluster on one platform is realized, the behavior of human intervention is reduced, and the convenience of managing the training tasks is improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a method, system and computer storage medium for monitoring training tasks. Background technique [0002] With the rapid development of artificial intelligence, deep learning is widely used in daily life. The deployment method based on kubernetes cluster is widely used because of its simpler environment deployment. However, based on the deployment method of the kubernetes cluster, the operation of the master node on the container is limited to the deployment of the environment. When the container needs to be operated, it needs to log in to the corresponding container to operate. For the scenario of multiple containers, it is necessary to manually manage multiple containers. training tasks, resulting in inconvenient management of training tasks. Contents of the invention [0003] This application aims to solve at least one of the technical problems existing in the ...

Claims

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Application Information

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IPC IPC(8): G06F9/455G06F9/50G06F9/54G06N3/08
CPCG06F9/45558G06F9/5077G06F9/546G06N3/08G06F2009/45562G06F2009/45575G06F2009/45595G06F2209/548
Inventor 杨正刚李小芬杨育易文峰
Owner SHENZHEN COMTOP INFORMATION TECH
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