HAWX: A Hardware-Aware FrameWork for Fast and Scalable ApproXimation of DNNs

Samira Nazari, Mohammad Saeed Almasi, Mahdi Taheri +4

This work presents HAWX, a hardware-aware scalable exploration framework that employs multi-level sensitivity scoring at different DNN abstraction levels (operator, filter, layer,…