DATA PROCESSING SYSTEM, METHOD AND APPARATUS

A data processing system, method and apparatus are disclosed. The system includes a control component and a plurality of computing subcomponents coupled to the control component; a plurality of calculation sub-components respectively process a sample sub-set of a sample data set under the instructio...

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Bibliographische Detailangaben
Hauptverfasser: LIU BOCHAO, DAI XINGYA, ZHAO LIQIN, ZHOU GUORUI, ZHU XIAOQIANG, GAI KUN, SONG CHENGRU, YI HUIMIN, YAN YANGHUI, ZHANG YU, HU ZELIN, HUANG SUI, SUN PENG, WANG ZHI
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:A data processing system, method and apparatus are disclosed. The system includes a control component and a plurality of computing subcomponents coupled to the control component; a plurality of calculation sub-components respectively process a sample sub-set of a sample data set under the instruction of a processing flow in the control component. For one of the plurality of calculation sub-components, the data component is used for sequentially outputting a sample sub-set of the sample data set to an embedded component based on the processing flow in the control component; an embedding component, configured to receive a sample subset based on a processing flow in the control component, map sample data in the sample subset to a multidimensional space to obtain a multidimensional sample subset based on a mapping parameter, and output the multidimensional sample subset to a back-end component; the back-end component is configured to perform model training on the received subset of multidimensional samples accord