DATA PROCESSING DEVICE, DATA PROCESSING METHOD AND DATA CARRIER Russian patent published in 2021 - IPC G06N3/02 H03M7/30 

FIELD: computing.

SUBSTANCE: invention relates to computing. The data processing device consists of a data processing unit for processing input data using a neural network; a compression control unit for determining quantization steps and generating quantization information that determines quantization steps, the quantization steps being used when the neural network parameter data is quantized; and an encoding unit for encoding network configuration information and quantization information to generate compressed data, the network configuration information including parameter data quantized using quantization steps determined by the compression control unit.

EFFECT: increased performance of neural networks.

8 cl, 16 dwg