DEEP LERANING NEURAL NETWORK DATA COMPRESSING METHOD, SYSTEM INCLUDING DEEP LEARNING NEURAL NETWORK DATA COMPRESSING APPARATUS, AND METHOD OF OPERATING THE SAME

摘要

It is an object of the present invention to provide a deep learning neural network data compression method capable of reconstructing and compressing deep learning neural network data for each bit plane, a system including a deep learning neural network data compression apparatus, and an operating method thereof. A deep learning neural network data compression method according to an embodiment of the present invention includes: receiving input data and extracting a deep learning model parameter corresponding to the input data for each channel through learning; reconstructing the deep learning model parameters extracted for each channel for each bit plane and outputting the reconstructed deep learning model parameters for each bit plane; and compressing the reconstructed deep learning model parameters for each bit plane and outputting them as compressed data.