OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization

Peng Hu, Xi Peng, Hongyuan Zhu +2

As Deep Neural Networks (DNNs) usually are overparameterized and have millions of weight parameters, it is challenging to deploy these large DNN models on resource-constrained hard…