Hello,
I am encountering a very strange behaviour of einsum on my machine. I
tracked the problem down to the following test code:
from numpy import *
T = random.random((3,10,10))
W = random.random((3,10,7,275))
print all(einsum('ij...,j...->i...',T[0],W[0]) +
einsum('ij...,j...->i...',T[1],W[1]) + einsum('ij...,j...->i...',T[2],W[2]) -
einsum('pij,pjts->its',T,W)< 1e-10)
print sum(abs(einsum('ij...,j...->i...',T[0],W[0]) +
einsum('ij...,j...->i...',T[1],W[1]) + einsum('ij...,j...->i...',T[2],W[2]) -
einsum('pij,pjts->its',T,W)))
On my machine the equality is not fulfilled. However, this depends,
strange enough, on the dimensions of W: if the last dimension e.g. is
500 instead of 275, things work again and the equality is fulfilled.
Are you encountering similar problems or is this just my
machine/installation?
Since I am heavily relying on einsum but can't trust my code any more, I
am happily waiting for you answers.
Thanks a lot!
Wieland
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