Efficient Search of Multiple Neural Architectures with Different Complexities via Importance Sampling

Yuhei Noda, Shota Saito, Shinichi Shirakawa

Neural architecture search (NAS) aims to automate architecture design processes and improve the performance of deep neural networks. Platform-aware NAS methods consider both perfor…