DATA PROCESSING SYSTEM, METHOD, AND DEVICE

The present disclosure provides a data processing system, method and device. The system includes a control component and a plurality of computing subcomponents coupled to the control component. The plurality of computing subcomponents respectively processes sample subsets of a sample data set under instruction of a processing procedure in the control component. For one of the plurality of computing subcomponents, at least one data element is configured to output the sample subsets of the sample data set in sequence to an embedding element based on the processing procedure in the control component. At least one embedding element is configured to receive a sample subset based on the processing procedure in the control component, map sample data in the sample subset to a multi-dimensional space based on a mapping parameter to obtain a multi-dimensional sample subset, and output the multi-dimensional sample subset to at least one backend element. The at least one backend element is configured to perform model training on the received multi-dimensional sample subset according to a model stored in the at least one backend element.