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Method and system for supporting multi-dimensional AI

A multi-dimensional, functional technology, applied in multi-dimensional databases, multi-program devices, software maintenance/management, etc., can solve problems such as unproposed solutions and cost algorithm engineers, and achieve efficient model development capabilities and powerful hardware resource management capabilities Effect

Pending Publication Date: 2022-03-04
特赞(上海)信息科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Differentiated requirements are difficult to meet with a single device, and it takes algorithm engineers a lot of time to repeatedly create basic environments and frameworks
[0005] Aiming at the problem that the differentiated requirements in related technologies are difficult to meet with a single device, it takes a lot of time for algorithm engineers to repeatedly create the basic environment and framework, and no effective solution has been proposed yet

Method used

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  • Method and system for supporting multi-dimensional AI

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Embodiment Construction

[0079] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0080] It should be noted that the terms "first" and "second" in the specification and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific order or sequence. It should be understood that the data so used may be interchanged under appropriate circumstances for ...

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Abstract

The invention discloses a method and a system for supporting multi-dimensional AI (artificial intelligence). The method comprises the following steps: based on a public cloud, balancing loads and reasonably distributing and quickly releasing resources by adopting a containerization technology; the method comprises the following steps: establishing a platform gateway and an access environment based on nginx in cooperation with Spingcloud geophysical, and creating a corresponding API request path; various API functions, simplified parameters and standard return data are packaged at the rear end; based on React development, a visual operation interface is built. According to the method, the problems that differentiation requirements are difficult to meet by single equipment and a large amount of time needs to be spent on repeatedly creating a basic environment and a framework by an algorithm engineer in related technologies are solved.

Description

technical field [0001] This application relates to the field of front-end development, in particular, to a method and system for supporting multi-dimensional AI. Background technique [0002] Most algorithm engineers will use machine learning algorithms, already written algorithm implementation code (libraries), and a large amount of data to create different algorithm framework basic environments in personal electronic devices for development. However, the coverage of machine learning is very wide, and there are great differences between machine learning in different scenarios. Some machine learning focuses on speech-to-text recognition, while others focus on predictive analytics. In terms of deployment methods, there are also great differences: some are deployed to the cloud or internally pre-configured servers. These differentiated needs are difficult to meet with a single device. In other words, algorithm engineers need to spend a lot of time repeatedly creating basic ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50G06F9/54G06F16/28G06F8/71
CPCG06F9/5083G06F9/5027G06F9/547G06F16/283G06F8/71
Inventor 王喆范凌
Owner 特赞(上海)信息科技有限公司
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