SigmaQuant: Hardware-Aware Heterogeneous Quantization Method for Edge DNN Inference

Qunyou Liu, Pengbo Yu, Marina Zapater +1

Deep neural networks (DNNs) are essential for performing advanced tasks on edge or mobile devices, yet their deployment is often hindered by severe resource constraints, including…