I am using cross entropy loss on two computers and one of them is returning different numbers.  I believe I have tracked it down to one of the computers returning slightly wrong values for softmax.  Any reason why this would be?  The computer which is wrong, with numbers displayed here, is running pytorch 1.3.1.
(Pdb) (X[0].exp() / X[0].exp().sum()).tolist()
[0.09599629789590836, 0.06680507212877274, 0.09601865708827972, 0.06676748394966125, 0.12830372154712677, 0.06672990322113037, 0.13807427883148193, 0.06669234484434128, 0.16462643444538116, 0.1099857762455940
2]
(Pdb) F.softmax(X[0]).tolist()
[0.09599630534648895, 0.06680507957935333, 0.09601867198944092, 0.06676748394966125, 0.12830372154712677, 0.06672991067171097, 0.13807427883148193, 0.06669234484434128, 0.16462644934654236, 0.1099857836961746
2]
(Pdb) X[0].softmax(0).tolist()
[0.09599630534648895, 0.06680507957935333, 0.09601867198944092, 0.06676748394966125, 0.12830372154712677, 0.06672991067171097, 0.13807427883148193, 0.06669234484434128, 0.16462644934654236, 0.1099857836961746
2]