SHARED ENCODER GENERATION METHOD AND APPARATUS, AND ELECTRONIC DEVICE
A method and an apparatus for generating a shared encoder, and an electronic device are provided by the present application, which belongs to a field of computer technology. The method includes: sending by a master node a shared encoder training instruction to child nodes, so that each child node ob...
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Main Authors | , , , , , |
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Format | Patent |
Language | English French German |
Published |
28.07.2021
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Abstract | A method and an apparatus for generating a shared encoder, and an electronic device are provided by the present application, which belongs to a field of computer technology. The method includes: sending by a master node a shared encoder training instruction to child nodes, so that each child node obtains training samples based on a type of a target shared encoder included in the training instruction; sending an initial parameter set of the target shared encoder to be trained to each child node after obtaining a confirmation message returned by each child node, so that the initial parameter set is trained by each child node with its own training samples; obtaining an updated parameter set of the target shared encoder returned by each child node; determining a target parameter set corresponding to the target shared encoder based on a first preset rule and the updated parameter set of the target shared encoder returned by each child node. As a result, the method for generating the shared encoder may reduce the difficulty and cost of obtaining training corpus from a plurality of fields and improve the performance of the shared encoder. |
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AbstractList | A method and an apparatus for generating a shared encoder, and an electronic device are provided by the present application, which belongs to a field of computer technology. The method includes: sending by a master node a shared encoder training instruction to child nodes, so that each child node obtains training samples based on a type of a target shared encoder included in the training instruction; sending an initial parameter set of the target shared encoder to be trained to each child node after obtaining a confirmation message returned by each child node, so that the initial parameter set is trained by each child node with its own training samples; obtaining an updated parameter set of the target shared encoder returned by each child node; determining a target parameter set corresponding to the target shared encoder based on a first preset rule and the updated parameter set of the target shared encoder returned by each child node. As a result, the method for generating the shared encoder may reduce the difficulty and cost of obtaining training corpus from a plurality of fields and improve the performance of the shared encoder. |
Author | YU, Dianhai WU, Zhihua WANG, Haifeng MA, Yanjun DONG, Daxiang ZHANG, Wenhui |
Author_xml | – fullname: ZHANG, Wenhui – fullname: YU, Dianhai – fullname: WU, Zhihua – fullname: MA, Yanjun – fullname: WANG, Haifeng – fullname: DONG, Daxiang |
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DocumentTitleAlternate | PROCÉDÉ ET APPAREIL DE GÉNÉRATION DE CODEUR PARTAGÉ ET DISPOSITIF ÉLECTRONIQUE VERFAHREN UND EINRICHTUNG ZUR ERZEUGUNG EINES GEMEINSAMEN GENUTZTEN CODIERERS UND ELEKTRONISCHE VORRICHTUNG |
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Snippet | A method and an apparatus for generating a shared encoder, and an electronic device are provided by the present application, which belongs to a field of... |
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SubjectTerms | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING PHYSICS |
Title | SHARED ENCODER GENERATION METHOD AND APPARATUS, AND ELECTRONIC DEVICE |
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