different examples in our data set okay so stepping up a bit let's actually try to think about how these different approaches compare so you can go back to the computation graph perspective and bring up the kind of computation graph view of the black box approaches as well as the optimization based approaches and the nonparametric approach can be viewed in the same exact way except here I we're gonna be having a new function which I'll denote as PN for prototypical networks where the function corresponds to the softmax of the the