randomly initialize it and again we're gonna train it on this medical data so we do that and oh man this actually also looks somewhat similar so so so what is going on because so over here like maybe you could say oh there's interesting feature reuse happening but but you're also seeing the same stuff for random initialization okay so that's like our that's that's ResNet now we've trained a whole bunch of other architectures and some of them are much smaller so what happens here well here's one of our very small architectures it's maybe one-tenth