already achieve a very good score on neural architecture search benchmark alright that was a high level and maybe a bit too simplified but that's sort of what's going on ok let's dive in so what's neural architecture search neural architecture search is the discipline of you are given a data set let's say here we have a data set which could be something like C 410 which is an image data set and you are given a sort of a training procedure let's say Adam or SGD for 100,000 steps or something like this with many batches of size 64 ok and