#include #include #include #if defined(USE_THREADS_POSIX) && defined(HAVE_PTHREAD_H) # include static int verify_linking_to_pthread() { return static_cast(pthread_self()); } #endif // this test only makes sense for versions of CUDA that ships // static libraries that have separable compilation device symbols #if __CUDACC_VER_MAJOR__ <= 9 __global__ void deviceCublasSgemm(int n, float alpha, float beta, const float* d_A, const float* d_B, float* d_C) { cublasHandle_t cnpHandle; cublasStatus_t status = cublasCreate(&cnpHandle); if (status != CUBLAS_STATUS_SUCCESS) { return; } // Call function defined in the cublas_device system static library. // This way we can verify that we properly pass system libraries to the // device link line status = cublasSgemm(cnpHandle, CUBLAS_OP_N, CUBLAS_OP_N, n, n, n, &alpha, d_A, n, d_B, n, &beta, d_C, n); cublasDestroy(cnpHandle); } #endif int choose_cuda_device() { int nDevices = 0; cudaError_t err = cudaGetDeviceCount(&nDevices); if (err != cudaSuccess) { std::cerr << "Failed to retrieve the number of CUDA enabled devices" << std::endl; return 1; } for (int i = 0; i < nDevices; ++i) { cudaDeviceProp prop; cudaError_t err = cudaGetDeviceProperties(&prop, i); if (err != cudaSuccess) { std::cerr << "Could not retrieve properties from CUDA device " << i << std::endl; return 1; } if (prop.major > 3 || (prop.major == 3 && prop.minor >= 5)) { err = cudaSetDevice(i); if (err != cudaSuccess) { std::cout << "Could not select CUDA device " << i << std::endl; } else { return 0; } } } std::cout << "Could not find a CUDA enabled card supporting compute >=3.5" << std::endl; return 1; } int main(int argc, char** argv) { int ret = choose_cuda_device(); if (ret) { return 0; } #if __CUDACC_VER_MAJOR__ <= 9 // initial values that will make sure that the cublasSgemm won't actually // do any work int n = 0; float alpha = 1; float beta = 1; float* d_A = nullptr; float* d_B = nullptr; float* d_C = nullptr; deviceCublasSgemm<<<1, 1>>>(n, alpha, beta, d_A, d_B, d_C); #endif return 0; }