__host__ __device__ -- Generic programming in Cuda

We present patterns for Cuda/C++ to write save generic code which works both on the host and device side. Writing templated functions in Cuda/C++ both for the CPU and the GPU bears the problem that in general both host and device functions are instantiated, which leads to lots of compiler warnings or errors.