Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity

Nilotpal Sinha, Peyman Rostami, Abd El Rahman Shabayek +2

Hardware-aware Neural Architecture Search approaches (HW-NAS) automate the design of deep learning architectures, tailored specifically to a given target hardware platform. Yet, th…