Environment for GPU Computing

Hey guys I am new to GPU Computing, I will be using AMD opteron processor and AMD firepro W8100 GPU. I am in a dilemma of whether choosing Windows Operating System or Ubuntu to do GPU computing? Tell me why should I choose it.