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Equipment model upgrading method and device, equipment, server and storage medium

A server and central server technology, applied in the field of cloud computing applications, can solve the problem of low operability and achieve the effect of reducing labor costs

Pending Publication Date: 2020-12-04
ZHEJIANG DAHUA TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] In the software industry, rapid iterative development such as agile development means that version upgrades are becoming more frequent; and with the increase in computing power and distributed cluster deployment, the system is becoming larger and larger; , requires human input to trigger the upgrade, and waits for the upgrade result. The operability is low. It is more and more important to conduct model training, release, and upgrade quickly, independently, and without affecting the business.

Method used

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  • Equipment model upgrading method and device, equipment, server and storage medium
  • Equipment model upgrading method and device, equipment, server and storage medium
  • Equipment model upgrading method and device, equipment, server and storage medium

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Embodiment Construction

[0034] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0035] The present invention will be described in detail below in conjunction with the accompanying drawings and embodiments.

[0036] See figure 1 , is a schematic flowchart of the first embodiment of the device model upgrading method of the present invention. include:

[0037] Step S11: Each device acquires the training data of its model to be updated.

[0038] Specifically, when upgrading the model, the device collects training data. In one ...

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Abstract

The invention discloses an equipment model upgrading method and device, equipment, a server and a storage medium. The equipment model upgrading method comprises the steps of: enabling each piece of equipment to obtain training data of a to-be-updated model of the equipment; training the to-be-updated model by utilizing the training data of each piece of equipment to obtain a trained optimal model;and upgrading the optimal model to each piece of equipment. Therefore, autonomous upgrading of the model is realized, manual participation is not needed, and the labor cost during upgrading can be reduced.

Description

technical field [0001] The present invention relates to the application field of cloud computing, in particular to a device model upgrading method, device, device, server and storage medium. Background technique [0002] At present, deep learning and machine learning research are hot and results are coming out frequently, so the technical level is required to be higher and higher, and the degree of human participation is getting lower and lower. [0003] In the software industry, rapid iterative development such as agile development means that version upgrades are becoming more frequent; and with the increase in computing power and distributed cluster deployment, the system is becoming larger and larger; , requires human input to trigger the upgrade, and waits for the upgrade result. The operability is low. It is more and more important to conduct model training, release, and upgrade quickly, independently, and without affecting the business. Contents of the invention [...

Claims

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Application Information

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IPC IPC(8): G06F8/65G06N20/00
CPCG06F8/65G06N20/00
Inventor 杨莉沈佳
Owner ZHEJIANG DAHUA TECH CO LTD
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