#include #include #include #include #include #include #include #include #include // Helper routines void initialize(thrust::device_vector& v) { thrust::default_random_engine rng(123456); thrust::uniform_int_distribution dist(10, 99); thrust::host_vector host_data(v.size()); for (auto& e : host_data) { e = dist(rng); } v = host_data; } void initialize(thrust::device_vector& v) { thrust::default_random_engine rng(123456); thrust::uniform_int_distribution dist(2, 19); thrust::host_vector host_data(v.size()); for (auto& e : host_data) { e = static_cast(dist(rng)) / 2.0f; } v = host_data; } void initialize(thrust::device_vector>& v) { thrust::default_random_engine rng(123456); thrust::uniform_int_distribution dist(0, 9); thrust::host_vector> host_data(v.size()); for (auto& e : host_data) { int a = dist(rng); int b = dist(rng); e = cuda::std::make_pair(a, b); } v = host_data; } void initialize(thrust::device_vector& v1, thrust::device_vector& v2) { thrust::default_random_engine rng(123456); thrust::uniform_int_distribution dist(10, 99); thrust::host_vector host_data(v1.size()); for (auto& e : host_data) { e = dist(rng); } v1 = host_data; thrust::sequence(v2.begin(), v2.end(), 0); } void print(const thrust::device_vector& v) { for (const auto& value : v) { std::cout << " " << value; } std::cout << "\n"; } void print(const thrust::device_vector& v) { for (const auto& value : v) { std::cout << " " << std::fixed << std::setprecision(1) << value; } std::cout << "\n"; } void print(const thrust::device_vector>& v) { for (const auto& p : v) { cuda::std::pair local_p = p; std::cout << " (" << local_p.first << "," << local_p.second << ")"; } std::cout << "\n"; } void print(thrust::device_vector& v1, thrust::device_vector v2) { for (size_t i = 0; i < v1.size(); i++) { std::cout << " (" << v1[i] << "," << std::setw(2) << v2[i] << ")"; } std::cout << "\n"; } // user-defined comparison operator that acts like less, // except even numbers are considered to be smaller than odd numbers struct evens_before_odds { __host__ __device__ bool operator()(int x, int y) { if (x % 2 == y % 2) { return x < y; } else if (x % 2) { return false; } else { return true; } } }; int main() { size_t N = 16; std::cout << "sorting integers\n"; { thrust::device_vector keys(N); initialize(keys); print(keys); thrust::sort(keys.begin(), keys.end()); print(keys); } std::cout << "\nsorting integers (descending)\n"; { thrust::device_vector keys(N); initialize(keys); print(keys); thrust::sort(keys.begin(), keys.end(), cuda::std::greater()); print(keys); } std::cout << "\nsorting integers (user-defined comparison)\n"; { thrust::device_vector keys(N); initialize(keys); print(keys); thrust::sort(keys.begin(), keys.end(), evens_before_odds()); print(keys); } std::cout << "\nsorting floats\n"; { thrust::device_vector keys(N); initialize(keys); print(keys); thrust::sort(keys.begin(), keys.end()); print(keys); } std::cout << "\nsorting pairs\n"; { thrust::device_vector> keys(N); initialize(keys); print(keys); thrust::sort(keys.begin(), keys.end()); print(keys); } std::cout << "\nkey-value sorting\n"; { thrust::device_vector keys(N); thrust::device_vector values(N); initialize(keys, values); print(keys, values); thrust::sort_by_key(keys.begin(), keys.end(), values.begin()); print(keys, values); } std::cout << "\nkey-value sorting (descending)\n"; { thrust::device_vector keys(N); thrust::device_vector values(N); initialize(keys, values); print(keys, values); thrust::sort_by_key(keys.begin(), keys.end(), values.begin(), cuda::std::greater()); print(keys, values); } return 0; }