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AI model supervision method, system, server and storage medium

A model and algorithm technology, applied in the computer field, can solve the problem that model supervision cannot be credible and transparent.

Active Publication Date: 2020-08-28
阿尔法云计算(深圳)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Due to the centralized management in a centralized way, the existing methods cannot be credible and transparent for model supervision

Method used

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  • AI model supervision method, system, server and storage medium
  • AI model supervision method, system, server and storage medium
  • AI model supervision method, system, server and storage medium

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Embodiment Construction

[0088] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the 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.

[0089] The terms "first", "second" and the like in the specification and claims of the present application and the above drawings are used to distinguish different objects, rather than to describe a specific order. Furthermore, the terms "include" and "have", as well as any variations thereof, are intended to cover a non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed steps or units, bu...

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Abstract

The embodiment of the present invention discloses a supervision method, system, server and storage medium of an AI model, including: obtaining information required for the development of the AI ​​model to be supervised; developing the model according to the information required for the development of the AI ​​model to obtain The AI ​​model; recording the AI ​​model on the block chain. The embodiment of the present invention also discloses a method for supervising an AI model, including: obtaining usage information of the AI ​​model to be supervised; and recording the usage information of the AI ​​model on a block chain. Using this method, the credible and transparent supervision of key information in each life cycle of the AI ​​model can be realized. At the same time, it can monitor and trace the information related to the AI ​​model.

Description

technical field [0001] The present invention relates to the field of computer technology, and in particular to an AI model supervision method, system, server and storage medium. Background technique [0002] Artificial Intelligence: Artificial Intelligence, or AI for short. It is a general term for methods, technologies, software, hardware and systems that simulate human intelligence through computer systems. [0003] Typically, the full life cycle of an AI model includes three stages: model development, model delivery, and model service. Existing AI model management systems generally adopt centralized management for the development, delivery and service of AI models. Due to the centralized management in a centralized way, the existing methods cannot be credible and transparent for model supervision. Contents of the invention [0004] The embodiments of the present application provide a supervision method, system, server, and storage medium of an AI model, which can rea...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F21/64
CPCG06F21/64
Inventor 林俊杰周胜平吴栋梁乔忠仲景武
Owner 阿尔法云计算(深圳)有限公司
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