for completeness:

with the inner loops now going through the first index as suggested by Jeff,
there was another increase in speed. So now I stand at *16.8 s* on average
with julia.

The same thing in python/numpy takes roughly *6800 s* to run
(however not vectorized in numpy, using for loops as in the examples
above)

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