Any reason why you couldn't do this in C/C++? I use the Eigen matrix library as a replacement for Numpy when I need more performance and the code looks surprisingly very similar.
Intel and Nvidia are both offering both C and Fortran compilers, so I was looking at both. I know C well but I decided to not look at it as a presumed default.
When I used C like this in the past, the intrinsics were very low-level, e.g. wrapping specific Altivec or SSE instructions or whatever. I see see it has OpenMP intrinsics, though, which I’m sure I’ll try later.
If I use a library, I’m breaking up the operations and don’t give the optimizing compiler an opportunity to take operations into account together.
With Fortran, I can give the operations directly to the compiler, tell it the exact chip I’m working with and it deals with it.
It would be fun, when I have some time, to go rewrite it in C and see how it compares.
