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Model management system and target operation instruction processing method and device

A target operation and model management technology, which is applied to the model management system and the processing field of target operation instructions, and can solve the problems of low processing efficiency of operation instructions.

Pending Publication Date: 2021-03-26
BEIJING XUEZHITU NETWORK TECH
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Problems solved by technology

[0004] The present application provides a model management system and a method and device for processing target operation instructions, so as to at least solve the technical problem of low processing efficiency of operation instructions in the related art

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  • Model management system and target operation instruction processing method and device
  • Model management system and target operation instruction processing method and device
  • Model management system and target operation instruction processing method and device

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Embodiment Construction

[0029] In order to make those skilled in the art better understand the solutions of the present application, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only The embodiments are part of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the scope of protection of the present application.

[0030] It should be noted that the terms "first", "second", etc. in the description and claims of the present application and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable un...

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Abstract

The invention relates to a model management system and a target operation instruction processing method and device.The model management system comprises a model scheduler and a plurality of referencemodel loaders; after the target operation instruction is detected, the model scheduler is used for forwarding the target operation instruction to a target model loader in the plurality of reference model loaders according to the load value of each model loader; and the target model loader is connected with the model scheduler and is used for receiving the target operation instruction forwarded bythe model scheduler and executing corresponding target operation on the target model file according to the target operation instruction. The technical problem that the processing efficiency of the operation instruction is low is solved.

Description

technical field [0001] The present application relates to the field of computers, in particular to a model management system and a method and device for processing target operation instructions. Background technique [0002] In the field of artificial intelligence, deep learning methods have solved more and more practical problems in different fields, such as image recognition, automatic driving, intelligent customer service, etc. As the scene changes, it is necessary to update the model or apply the model, etc. Model service operation, the existing model service technology widely adopts related "containerization technology" such as k8s (Kubernetes, an open source container orchestration engine) related technology, which makes model service simple and controllable, and can support multiple models, However, when the existing "containerization technology" deploys related model instances, the resource usage principle is to apply for and then allocate, and resources beyond the a...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/455G06F9/48G06F9/50
CPCG06F9/5083G06F9/4843G06F9/45558G06F2009/4557
Inventor 刘喆
Owner BEIJING XUEZHITU NETWORK TECH
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