2018
SMASH: One-Shot Model Architecture Search through HyperNetworks
ICLR 2018poster
Designing architectures for deep neural networks requires expert knowledge and substantial computation time. We propose a technique to accelerate architecture selection by learning an auxiliary HyperNet that generates the weights of a main model conditioned on that model's architecture. By comparing…