Artificial intelligence model transmission method and system, terminal and storage medium

A technology of artificial intelligence and transmission method, which is applied in the direction of energy-saving calculation, input/output to record carrier, input/output process of data processing, etc., to achieve the effects of strong applicability, increased efficiency and reduced cost

Active Publication Date: 2022-05-27
SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the above methods can only work in an offline state, and these algorithms only explore the caching and transmission of artificial intelligence requests containing one model, which has great limitations for the caching and transmission of a single model request

Method used

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  • Artificial intelligence model transmission method and system, terminal and storage medium
  • Artificial intelligence model transmission method and system, terminal and storage medium
  • Artificial intelligence model transmission method and system, terminal and storage medium

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Embodiment Construction

[0043] In order to make the purpose, technical solutions and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application.

[0044] see figure 1 , is a flow chart of the method for transmitting an artificial intelligence model according to an embodiment of the present application. The artificial intelligence model transmission method of the embodiment of the present application includes the following steps:

[0045] S10: Receive the artificial intelligence model request, and perform online analysis on the current artificial intelligence model request to obtain the target model requested by the current artificial intelligence model;

[0046] S20: Determine whether the current artificial int...

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Abstract

The invention relates to an artificial intelligence model transmission method and system, a terminal and a storage medium. The method comprises the steps that an artificial intelligence model request is received, whether the current artificial intelligence model request belongs to a multi-model request or not is judged, and the multi-model request is the artificial intelligence model request with at least two requested target models; and if the at least two target models belong to the multi-model request, jointly judging whether the at least two target models have a packaging value by utilizing a Jaccard similarity algorithm and a frequent pattern tree algorithm, and if the at least two target models have the packaging value, packaging and transmitting the at least two target models to a model requester by adopting a packaging and transmitting mechanism. According to the application, the caching and transmission cost generated by meeting the artificial intelligence model request can be effectively reduced, so that the efficiency of the artificial intelligence application is improved.

Description

technical field [0001] The present application belongs to the technical field of artificial intelligence, and particularly relates to an artificial intelligence model transmission method, system, terminal and storage medium. Background technique [0002] With the rapid development of artificial intelligence and machine learning technology, the application of artificial intelligence has become very common in production and life. With people's demand for high efficiency and low cost, artificial intelligence technology also needs to evolve in the direction of high efficiency and low cost. [0003] At present, with the surge in the amount of data required by artificial intelligence, more and more artificial intelligence applications are deployed on distributed cloud computing servers for execution and application. Since the scale of data required by artificial intelligence is much larger than the scale of the artificial intelligence model itself, it has become an efficient prac...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F3/06
CPCG06F3/067G06F3/0656G06F3/0626G06F3/0607Y02D10/00
Inventor 吴嘉澍王洋古亮代浩叶可江须成忠
Owner SHENZHEN INST OF ADVANCED TECH CHINESE ACAD OF SCI
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