The goal of this tutorial is to explain the background and all necessary steps
that are required to implement a simple linear algebra operator on the GPU. The saxpy() operation requires almost no background in
linear algebra, and serves well to illustrate all entry-level GPGPU
concepts. The techniques and implementation details introduced in this
tutorial can easily be extended to more complex calculations on GPUs.