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Model testing method and device, storage medium and program product

A model testing and model technology, applied in the field of artificial intelligence, can solve the problem of low efficiency of model testing methods, and achieve the effect of improving efficiency

Pending Publication Date: 2021-08-13
WEBANK (CHINA)
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The main purpose of the present invention is to provide a model testing method, equipment, storage medium and program product, aiming to solve the technical problem of low efficiency of the existing algorithm model testing method

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  • Model testing method and device, storage medium and program product
  • Model testing method and device, storage medium and program product
  • Model testing method and device, storage medium and program product

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Embodiment Construction

[0052] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0053] Such as figure 1 as shown, figure 1 It is a schematic diagram of the device structure of the hardware operating environment involved in the solution of the embodiment of the present invention.

[0054] It should be noted that the model testing device in the embodiment of the present invention may be a smart phone, a personal computer, a server, and other devices, which are not specifically limited here. The model testing equipment can be a test node or a model node, and the test node is communicatively connected with a plurality of model nodes.

[0055] Such as figure 1 As shown, the model testing device may include: a processor 1001 , such as a CPU, a network interface 1004 , a user interface 1003 , a memory 1005 , and a communication bus 1002 . Wherein, the communication bus 1002 is used to realize connec...

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Abstract

The invention discloses a model test method and device, a storage medium and a program product, and the method comprises the steps: determining a target model node from a plurality of model nodes when a test task for testing a to-be-tested model is detected; sending the model information of the to-be-tested model to the target model node, so that the target model node deploys and starts the to-be-tested model according to the model information; calling the target model node, adopting the to-be-tested model to process test data corresponding to the test task, and obtaining a model output result returned by the target model node; and calculating and obtaining a test result of the to-be-tested index in the test task according to the model output result. The invention provides an automatic model test scheme, and the model test efficiency is improved.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a model testing method, equipment, storage medium and program product. Background technique [0002] With the continuous development of artificial intelligence technology, more and more non-computer industry personnel are investing in algorithm research and data research, but most algorithm engineers mainly output algorithm research results based on local environment research. If some algorithm models need to be engineered or continue to provide services after deployment, it is necessary to evaluate the performance of the algorithm models, otherwise it is difficult to achieve the expected results. However, if algorithm engineers want to evaluate model performance, they can only write scripts for a single algorithm model to test model performance, and the test efficiency is low. Contents of the invention [0003] The main purpose of the present invention is to p...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/36
CPCG06F11/3684G06F11/3688
Inventor 肖翔吴海山殷磊
Owner WEBANK (CHINA)