Keynote: Hardware-aware Neural Architecture Search and NXP's Enabling Technology

26.09.2022, 09:00 - 10:00
60 minutes
Audimax I

To bring machine learning to the edge, hardware-aware neural architecture search (NAS) has shown to be an effective optimization method across a multitude of use cases. In this presentation, Sebastian Vogel from NXP introduces the key components of hardware-aware NAS. In this context, peculiarities and benefits of hyper-parameter optimization, quantization, and latency estimation of neural networks on edge devices will be discussed. The presentation concludes with an overview of NXP’s enabling technology for AI at the Edge.

Dr. Sebastian Vogel

Research Engineer for embedded AI,
NXP Semiconductors