To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing

Aloïs Pourchot, Alexis Ducarouge, Olivier Sigaud

Weight-sharing (WS) has recently emerged as a paradigm to accelerate the automated search for efficient neural architectures, a process dubbed Neural Architecture Search (NAS). Alt…