Does CUDA support operations on vector types?
CUDA defines vector types such as float4, but doesn’t include any operators on them by default. However, you can define your own operators using standard C++. The CUDA SDK includes a header “cutil_math.h” that defines some common operations on the vector types. Note that since the GPU hardware uses a scalar architecture there is no inherent performance advantage to using vector types for calculation.