Guoyang Chen

Simple Augmentation Goes a Long Way: ADRL for DNN Quantization

Mixed precision quantization improves DNN performance by assigning different layers with different bit-width values. Searching for the optimal bit-width for each layer, however, remains a challenge. Deep Reinforcement Learning (DRL) shows some recent promise. It however suffers instability due to fu…