Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach

1 code implementation • 18 Mar 2024 • Beichen Zhang, Xiaoxing Wang, Xiaohan Qin, Junchi Yan

In this work, we analyze the order-preserving ability on the whole search space (global) and a sub-space of top architectures (local), and empirically show that the local order-preserving for current two-stage NAS methods still need to be improved.

Neural Architecture Search