TRANSVERSE FEDERATED LEARNING SYSTEM OPTIMIZATION METHOD, APPARATUS AND DEVICE, AND READABLE STORAGE MEDIUM

摘要

Disclosed are a transverse federated learning system optimization method, apparatus and device, and a readable storage medium. The method comprises: acquiring device resource information of each participation device that participates in transverse federated learning; respectively configuring, according to the device resource information, a calculation task parameter during a federated learning model training process corresponding to each participation device, wherein the calculation task parameter comprises a predicted processing time step and/or a predicted processing batch size; and correspondingly sending the calculation task parameter to each participation device, such that each participation device executes a federated learning task according to the respective calculation task parameter.