Quantization Aware Factorization for Deep Neural Network Compression

Daria Cherniuk, Stanislav Abukhovich, Anh-Huy Phan +3

Tensor decomposition of convolutional and fully-connected layers is an effective way to reduce parameters and FLOP in neural networks. Due to memory and power consumption limitatio…