Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution

Zhang Zhaoyang, Shao Wenqi, Gu Jinwei +2

Model quantization is challenging due to many tedious hyper-parameters such as precision (bitwidth), dynamic range (minimum and maximum discrete values) and stepsize (interval betw…