Pradeep N. Shivamurthappa

Receptive Field Reliant Zero-Cost Proxies for Neural Architecture Search

Neural Architecture Search (NAS) is a fast growing technology for automatic design of deep-learning architectures. NAS includes three stages: search space design, search strategy, and evaluation criterion. Among these, the evaluation of various architectures is very cost-intensive task. In this work…