#include #include #include template __global__ void inner_product_kernel(ExecutionPolicy exec, Iterator1 first1, Iterator1 last1, Iterator2 first2, T init, Iterator3 result) { *result = thrust::inner_product(exec, first1, last1, first2, init); } template void TestInnerProductDevice(ExecutionPolicy exec) { size_t n = 1000; thrust::host_vector h_v1 = unittest::random_integers(n); thrust::host_vector h_v2 = unittest::random_integers(n); thrust::device_vector d_v1 = h_v1; thrust::device_vector d_v2 = h_v2; thrust::device_vector result(1); int init = 13; int expected = thrust::inner_product(h_v1.begin(), h_v1.end(), h_v2.begin(), init); inner_product_kernel<<<1,1>>>(exec, d_v1.begin(), d_v1.end(), d_v2.begin(), init, result.begin()); { cudaError_t const err = cudaDeviceSynchronize(); ASSERT_EQUAL(cudaSuccess, err); } ASSERT_EQUAL(expected, result[0]); } void TestInnerProductDeviceSeq() { TestInnerProductDevice(thrust::seq); }; DECLARE_UNITTEST(TestInnerProductDeviceSeq); void TestInnerProductDeviceDevice() { TestInnerProductDevice(thrust::device); }; DECLARE_UNITTEST(TestInnerProductDeviceDevice); void TestInnerProductCudaStreams() { thrust::device_vector v1(3); thrust::device_vector v2(3); v1[0] = 1; v1[1] = -2; v1[2] = 3; v2[0] = -4; v2[1] = 5; v2[2] = 6; cudaStream_t s; cudaStreamCreate(&s); int init = 3; int result = thrust::inner_product(thrust::cuda::par.on(s), v1.begin(), v1.end(), v2.begin(), init); ASSERT_EQUAL(result, 7); cudaStreamDestroy(s); } DECLARE_UNITTEST(TestInnerProductCudaStreams);