Improve Ranking Correlation of Super-net through Training Scheme from One-shot NAS to Few-shot NAS

Jiawei Liu, Kaiyu Zhang, Weitai Hu +1

The algorithms of one-shot neural architecture search(NAS) have been widely used to reduce computation consumption. However, because of the interference among the subnets in which…