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Method and device for deploying neural network model at Web end

A neural network model and object code technology, applied in the direction of program code conversion, code compilation, etc., can solve the problems of complex processing logic and large amount of calculation, and achieve the effect of expanding the application mode

Pending Publication Date: 2020-11-10
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0003] Due to the large amount of calculation involved in the application based on neural network, and the corresponding processing logic in many application scenarios is very complex

Method used

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  • Method and device for deploying neural network model at Web end
  • Method and device for deploying neural network model at Web end
  • Method and device for deploying neural network model at Web end

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Embodiment Construction

[0025] The present disclosure will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain related inventions, rather than to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.

[0026] It should be noted that, in the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other. The present disclosure will be described in detail below with reference to the accompanying drawings and embodiments.

[0027] figure 1 An exemplary architecture 100 of an embodiment of the method for deploying a neural network model at the Web end or the apparatus for deploying a neural network model at the Web end of the present disclosure can be applied.

[0028] Such as figure 1 As...

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Abstract

The embodiment of the invention discloses a method and device for deploying a neural network model at a Web end. A specific embodiment of the method comprises the steps of obtaining a source code of aneural network model; the source code is compiled into a target code, and the running speed of the target code at the Web side is higher than that of the source code at the Web side; and deploying aneural network model at the Web side based on the target code. This embodiment makes it possible to run and use a neural network model through a browser.

Description

technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular to a method and device for deploying a neural network model on a Web end. Background technique [0002] At present, neural network is one of the current hot research fields, and a large number of complex applications based on neural network (such as pattern recognition, automatic control, etc.) have emerged. At the same time, various technologies based on neural network (such as deep learning, etc.) Constantly updated and developed. [0003] Because the amount of calculation involved in the application based on the neural network is usually very large, and the corresponding processing logic is very complex in many application scenarios. Therefore, various neural network-based applications are usually deployed on servers or mobile terminals. Contents of the invention [0004] Embodiments of the present disclosure propose a method and an apparatus ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F8/41
CPCG06F8/41
Inventor 陈奇
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD
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