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Is Ubuntu 12.04 capable for cuda programming like Windows?

I am a hobbyist programmer without much knowledge (I do know appreciable amount of C). After hearing about parallel computing from a friend I now wish to learn it. I'm focusing on CUDA over OpenCL as ...
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Can I limit how much graphics memory Ubuntu uses? (Cuda/OpenCL related)

I have a test suite that uses openCL and I notice that I pass more if I close down everything and just run the tests. I fail more if I have lots of programs open on my desktop. Is it possible to cap ...