What high-level languages can I use to employ GPU computations acceleration? [closed]

Question

I think I am interested in using today GPUs powers (CUDA etc.) to accelerate my scientific number-crunching applications. But I am not willing to invest time in coding C/C++. I prefer Scala, but won't mind using Erlang, Haskell, F#, C#, Java, Python maybe, or an other language of this level. Is this possible?

Answer 1

ScalaCL is the main one for Scala. It works through a set of specialised collections that'll defer work to the GPU via OpenCL.

Then there's also the ScalaCL Plugin, part of ScalaCL. Which is a compiler plugin that'll automatically rewrite some of your code to use OpenCL bindings for acceleration, no extra work required!

Answer 2

And don't forget Matlab, Mathematica and Fortran, all of which have CUDA support. Mathematica supports OpenCL too.