Comment by KeplerBoy

It's a slippery slope. Sometimes a python loop outside some numpy logic is fine but it's insane how much perf you can leave on the table if you overdo it.

It's not just python adding interpretor overhead, you also risk creating a lot of temporary arrays i.e. costly mallocs and memcopies.