optimization based approaches let's go through a couple challenges with them so one challenge is how do you choose an architecture that's effective for embedding this integrated in descent procedure and one way to do this is to do architecture search and the interesting things that was found in this paper is it found that highly non-standard architectures that were very very deep and very narrow we're quite effective for use with mammal and this is a bit different from standard architectures that work well for