A Comprehensive Survey on Hardware-Aware Neural Architecture Search

Understand

Neural Architecture Search (NAS) methods have been growing in popularity.

• These techniques have been fundamental to automate and speed up the time consuming and error-prone process of synthesizing novel Deep Learning (DL) architectures.
• NAS has been extensively studied in the past few years.
• Arguably their most significant impact has been in image classification and object detection tasks where the state of the art results have been obtained.