I have a number of arrays of shape (N,4,4). I need to perform a
vectorised matrix-multiplication between pairs of them I.e.
matrix-multiplication rules for the last two dimensions, usual
element-wise rule for the 1st dimension (of length N). 

(How) is this possible with numpy?

thanks,

BC


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