Model construction method and device, medium and electronic equipment

A technology for constructing methods and models, applied in the computer field, can solve the problems of low modeling efficiency and high technical requirements

Pending Publication Date: 2021-03-02
脸萌有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

The technical effect this patented technology has been explained by describing its unique characteristics or benefits over existing technologies.

Problems solved by technology

This patented method solves two challenges: First it requires users who want collaborative training on their own machines (Federation) without sharing sensitive or private data with other parties; second, there are complex steps involved during this procedure which require significant effort from both sides before achieving effective results.

Method used

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  • Model construction method and device, medium and electronic equipment
  • Model construction method and device, medium and electronic equipment
  • Model construction method and device, medium and electronic equipment

Examples

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Embodiment Construction

[0027] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein; A more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.

[0028] It should be understood that the various steps described in the method implementations of the present disclosure may be executed in different orders, and / or executed in parallel. Additionally, method embodiments may include additional steps and / or omit performing illustrated steps. The scope of the present disclosure is not limited in this regard.

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PUM

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Abstract

The invention relates to a model construction method and device, a medium and electronic equipment, which are applied to a first participant platform, and comprise the following steps: associating first configuration information pre-created by a first participant with second configuration information pre-created by a second participant in response to a first creation request for creating a federated learning model sent by the first participant; verifying the first configuration information; under the condition that the first configuration information passes the verification, sending a second creation request for requesting to create a federated learning model to a second participant platform corresponding to the second participant, so that the second participant platform verifies the second configuration information in response to the second creation request; creating a first model task based on a first parameter corresponding to the first configuration information under the conditionof receiving a confirmation message which is sent by the second participant platform and is used for indicating that the second configuration information passes the verification; and performing collaborative training based on the first model task and the second model task to obtain a federated learning model.

Description

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Claims

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Application Information

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Owner 脸萌有限公司
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