Wow thanks! I’ll try this out as soon as I get home tonight.
Yeah the similarity metric is probably not gonna work like this. I would rather measure something like correlation between the parameters. I could also measure the “similarity” by comparing hidden layer outputs instead of parameters. Definitely a lot to experiment with!