of a baseline to compare these two and so we're also going to look at the similarity scores we get when we train a population of networks from different random initializations and apply CCA there so here what the results look like so along the x-axis are sort of different architectures these blue points are what you get from doing this comparison from networks trained from different random initializations and these yellow points are what you get when comparing pre train networks the network's train from random