MS-RANAS: Multi-Scale Resource-Aware Neural Architecture Search
Cristian Cioflan Radu Timofte Cristian Cioflan Radu Timofte
Neural Architecture Search (NAS) has proved effective in offering outperforming alternatives to handcrafted neural networks. In this paper we analyse the benefits of NAS for image classification tasks under strict computational constraints. Our aim is to automate the design of highly efficient deep neural networks, capable of offering fast and accurate predictions and that could be deployed on a l...