Towards Accurate Post-training Network Quantization via Bit-Split and Stitching

Peisong Wang, Qiang Chen, Xiangyu He, Jian Cheng

Abstract: Network quantization is essential for deploying deep models to IoT devices due to its high efficiency. Most existing quantization approaches rely on the full training datasets and the time-consumin...