CUDA and nvcc: using the preprocessor to choose between float or double

Question

The problem:

Having a .h, I want to define real to be double if compiling for c/c++ or for cuda with computing capability >= 1.3. If compiling for

Answer 1

It seems you might be conflating two things - how to differentiate between the host and device compilation trajectories when nvcc is processing CUDA code, and how to differentiate between CUDA and non-CUDA code. There is a subtle difference between the two. __CUDA_ARCH__ answers the first question, and __CUDACC__ answers the second.

Consider the following code snippet:

#ifdef __CUDACC__
#warning using nvcc

template 
__global__ void add(T *x, T *y, T *z)
{
    int idx = threadIdx.x + blockDim.x * blockIdx.x;

    z[idx] = x[idx] + y[idx];
}

#ifdef __CUDA_ARCH__
#warning device code trajectory
#if __CUDA_ARCH__ > 120
#warning compiling with double precision
template void add(double *, double *, double *);
#else
#warning compiling with single precision
template void add(float *, float *, float *);
#else
#warning nvcc host code trajectory
#endif
#else
#warning non-nvcc code trajectory
#endif

Here we have a templated CUDA kernel with CUDA architecture dependent instantiation, a separate stanza for host code steeered by nvcc, and a stanza for compilation of host code not steered by nvcc. This behaves as follows:

$ ln -s cudaarch.cu cudaarch.cc
$ gcc -c cudaarch.cc -o cudaarch.o
cudaarch.cc:26:2: warning: #warning non-nvcc code trajectory

$ nvcc -arch=sm_11 -Xptxas="-v" -c cudaarch.cu -o cudaarch.cu.o
cudaarch.cu:3:2: warning: #warning using nvcc
cudaarch.cu:14:2: warning: #warning device code trajectory
cudaarch.cu:19:2: warning: #warning compiling with single precision
cudaarch.cu:3:2: warning: #warning using nvcc
cudaarch.cu:23:2: warning: #warning nvcc host code trajectory
ptxas info    : Compiling entry function '_Z3addIfEvPT_S1_S1_' for 'sm_11'
ptxas info    : Used 4 registers, 12+16 bytes smem

$ nvcc -arch=sm_20 -Xptxas="-v" -c cudaarch.cu -o cudaarch.cu.o
cudaarch.cu:3:2: warning: #warning using nvcc
cudaarch.cu:14:2: warning: #warning device code trajectory
cudaarch.cu:16:2: warning: #warning compiling with double precision
cudaarch.cu:3:2: warning: #warning using nvcc
cudaarch.cu:23:2: warning: #warning nvcc host code trajectory
ptxas info    : Compiling entry function '_Z3addIdEvPT_S1_S1_' for 'sm_20'
ptxas info    : Used 8 registers, 44 bytes cmem[0]

The take away points from this are:

• __CUDACC__ defines whether nvcc is steering compilation or not
• __CUDA_ARCH__is always undefined when compiling host code, steered by nvcc or not
• __CUDA_ARCH__is only defined for the device code trajectory of compilation steered by nvcc

Those three pieces of information are always enough to have conditional compilation for device code to different CUDA architectures, host side CUDA code, and code not compiled by nvccat all. The nvccdocumentation is a bit terse at times, but all of this is covered in the discussion on compilation trajectories.