Method and device for managing algorithm model

Abstract

The invention discloses a method and device for managing an algorithm model, and relates to the technical field of computers. A specific embodiment of the method comprises the steps of receiving configuration information for an algorithm model management container, wherein the algorithm model management container is a software platform used for placing an algorithm model, and the configuration information comprises an identifier of the required algorithm model; obtaining an identifier of a loaded algorithm model in the algorithm model management container; and updating the algorithm model management container based on the identifier of the required algorithm model and the identifier of the loaded algorithm model. According to the implementation mode, the algorithm service version needing to be called can be dynamically loaded, and reconfiguration and deployment are not needed when the version is switched, and meanwhile restarting is not needed when the algorithm model is loaded, unloaded or updated; and the memory consumption of the server is reduced, and the bandwidth is saved, and the performance of online algorithm model service is improved.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a method and device for managing algorithm models. Background technique [0002] With the rapid development of computer technology, technologies such as cloud computing, big data technology and artificial intelligence are continuously integrated into people's production and life, such as intelligent dialogue and unmanned customer service robots. These technologies are usually implemented based on various algorithm models. Algorithmic models are steps to solve a class of problems (that is, algorithms to solve a class of problems), such as prediction models, error correction models, word segmentation models, or entity recognition models. [0003] The existing algorithm model service is to provide users with the basic service of the algorithm model through the strategy pre-configured in the system. [0004] In the course of realizing the present invention, the inventor fi...

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Problems solved by technology

[0005] 1. Only a single version of the algorithm model can be loaded, and multiple versions of the algorithm model cannot be provided at the same time. If the version is switched, it must be reconfigured and deployed, resulting in the interruption of the algorithm model service;

[0006] 2. It is not possible to dynamically load or unload a certain version of the algorithm model. When it is necessary to switch between different versions of the algorithm model, it can only be restarted after re-modifying the configuration;

[0007] 3. After the algorithm model is loaded, dynamic parameter adjustment cannot be performed

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