Power edge neural network data multiplexing method and device

The invention discloses a power edge neural network data multiplexing method and system. The method comprises the following steps: determining a target processing parameter; determining corresponding system configuration information and a data multiplexing mode according to the target processing parameters; configuring basic information of data access according to the system configuration information, and accessing service data according to the basic information; and according to the data multiplexing mode, the scheduling processor executes the convolutional neural network to perform convolution calculation processing on the accessed service data. According to the method, data access can be carried out according to the optimal access position determined by the system configuration information, the data access efficiency is improved, the operation efficiency is ensured, and under the condition that related information of the current neural network and the processor is considered, the determined data multiplexi