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On Thu, 8 Mar 2012 16:04:49 -0600, David Mertens <[email protected]> 
wrote:
> I never had the pleasure of working with multiple GPUs at once, but I
> nonetheless have given some thought to how I might handle this sort of
> situation. My plan would have been to use MPI to launch one process for
> each GPU and shuttle the data between processes using Numpy's MPI bindings.
> On Ubuntu, at least, it's possible to run MPI with multiple processes on a
> single processor.
> 
> Hope that helps, if you can't solve your original problem.

I've even done that with PyCUDA [1], and it works as well as one might expect.

[1] https://github.com/inducer/hedge

Andreas


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