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AI model packaging method and platform and electronic equipment

A packaging method and model technology, applied in the direction of program control design, program control device, electronic digital data processing, etc., can solve problems such as spending a lot of time, optimizing the internal mechanism of AI model, and not having AI model algorithm, so as to reduce learning cost, speed-up effect

Pending Publication Date: 2020-06-16
NETEASE (HANGZHOU) NETWORK CO LTD
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  • Summary
  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

AI engineers may not have the background knowledge of AI model algorithms, are not familiar with AI models or cannot optimize the internal mechanism of AI models during the productization process, and may need to spend a lot of time communicating with AI algorithm researchers. The work needs to maintain close contact, which will lead to a slow progress in the commercialization of AI models

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  • AI model packaging method and platform and electronic equipment
  • AI model packaging method and platform and electronic equipment
  • AI model packaging method and platform and electronic equipment

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Embodiment Construction

[0044] The technical solutions of the present invention will be clearly and completely described below in conjunction with the embodiments. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0045] The terms "including" and "having" mentioned in the embodiments of the present application and any variations thereof are intended to cover 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, but optionally also includes other unlisted steps or units, or optionally also includes Other steps or elements inherent to the process, method, product or apparatus are included.

[0046] How to quickly transfor...

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Abstract

The invention provides an AI model packaging method and platform and electronic equipment, and relates to the technical field of artificial intelligence. The AI model packaging method comprises the steps of according to the programming language of an AI model to be packaged, using a preset packaging interface for packaging the AI model; in response to a selection instruction from a user, selectinga service framework from a service framework alternative library, and determining an input and output standard matched with the AI model; and embedding the packaged AI model into the service framework. According to the AI model packaging method and platform and the electronic equipment provided by the invention, the learning cost of an AI algorithm researcher is reduced, and the productization speed of the AI model is increased.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to an AI model packaging method, platform and electronic equipment. Background technique [0002] With the rapid development of science and technology, the world has gradually entered the era of Artificial Intelligence (AI). As an application technology of AI, how to quickly transform AI models into products to achieve commercial implementation will be an urgent problem to be solved in the field of artificial intelligence. [0003] AI algorithm researchers use the deep learning framework to model the problem to be solved, then adjust and train the model, and finally construct an AI model that can solve practical problems. However, the AI ​​models trained by AI algorithm researchers generally cannot be directly commercialized and cannot be used directly. Generally, the following two solutions are used to realize the commercialization of the AI ​​model, and then provi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/71G06F9/455
CPCG06F8/71G06F9/45558G06F2009/45562Y02D10/00
Inventor 冯阳周彩冬刘柏胡志鹏李仁杰范长杰
Owner NETEASE (HANGZHOU) NETWORK CO LTD
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