[Numpy-discussion] Optimisation of matrix multiplication
Andrew Nelson
andyfaff at gmail.com
Tue Jan 30 01:22:22 EST 2018
Hi all,
I have a matrix multiplication that I'd like to optimize.
I have a matrix `a` (dtype=complex) with shape (N, M, 2, 2). I'd like to do
the following multiplication:
a[:, 0] @ a[:, 1] @ ... @ a[:, M-1]
where the first dimension, N, is element wise (and hopefully vectorisable)
and M>=2. So for each row do M-1 matrix multiplications of 2x2 matrices.
The output should have shape (N, 2, 2).
What would be the best way of going about this?
--
_____________________________________
Dr. Andrew Nelson
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