Data processing method and device, model training method and device and electronic equipment

A technology of data processing and model training, which is applied in the fields of artificial intelligence and computer simulation, can solve the problems that the prediction accuracy needs to be improved, and achieve the effect of improving the prediction accuracy and fine-tuning effect

Pending Publication Date: 2022-08-02
北京晶泰科技有限公司
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, the applicant found that when the pre-trained model obtained by related technologies is applied to a certain application domain, the prediction accuracy needs to be improved

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Data processing method and device, model training method and device and electronic equipment
  • Data processing method and device, model training method and device and electronic equipment
  • Data processing method and device, model training method and device and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0043] Embodiments of the present application will be described in more detail below with reference to the accompanying drawings. Although embodiments of the present application are shown in the drawings, it should be understood that the present application may be implemented in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided so that this application will be thorough and complete, and will fully convey the scope of this application to those skilled in the art.

[0044] The terminology used in this application is for the purpose of describing particular embodiments only and is not intended to limit the application. The terms "comprising", "comprising" and the like as used herein indicate the presence of features, steps, operations and / or components, but do not preclude the presence or addition of one or more other features, steps, operations or components.

[0045] All terms (including technical and scientific...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention relates to a data processing method and device, a model training method and device and electronic equipment. The data processing method comprises the steps of obtaining a first feature of m training data in a training data set, wherein m is an integer greater than or equal to 1; n pieces of target data with second features are obtained, so that model parameters of the pre-training model are adjusted based on at least part of data in the n pieces of target data, and n is an integer larger than or equal to 1; wherein the first feature and the second feature meet a similarity requirement, the pre-training model is trained based on a training data set, and the target data has no label information or has label information. According to the invention, the adaptability of the training data can be improved, so that the model training effect is improved.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence and computer simulation, and in particular, to a data processing method, apparatus and model training method, apparatus and electronic device. Background technique [0002] With the rapid development of computer technology and artificial intelligence technology, computer simulation technology is applied to more and more scenarios, such as material design, drug design, etc. [0003] However, the applicant has found that the prediction accuracy needs to be improved when the pre-trained model obtained in the related art is applied to a certain application domain. SUMMARY OF THE INVENTION [0004] In order to solve or partially solve the problems existing in the related art, the present application provides a data processing method, apparatus and model training method, apparatus and electronic device, which can effectively improve the accuracy of the pre-trained model in a ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G16C20/50G16C20/70G06K9/62
CPCG16C20/50G16C20/70G06F18/214
Inventor 张博文翟珂吴桢钦顾耀文马松龄
Owner 北京晶泰科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap