Update; adding this before kernel launch will output:
cudaError_t err = cudaGetLastError();
printf("CUDA Error: %s\\n", cudaGetErrorString(err));

CUDA Error: initialization error. The cuda runtime api as described here Tutorial 01: Say Hello to CUDA - CUDA Tutorial works as expected.