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Trott (crtrott@sandia.gov) // // ************************************************************************ //@HEADER */ #include #include #include #include namespace Test { namespace stdalgos { namespace ReplaceIf { namespace KE = Kokkos::Experimental; template struct UnifDist; template <> struct UnifDist { using dist_type = std::uniform_real_distribution; std::mt19937 m_gen; dist_type m_dist; UnifDist() : m_dist(-20., 20.) { m_gen.seed(1034343); } double operator()() { return m_dist(m_gen); } }; template <> struct UnifDist { using dist_type = std::uniform_int_distribution; std::mt19937 m_gen; dist_type m_dist; UnifDist() : m_dist(-100, 100) { m_gen.seed(1034343); } int operator()() { return m_dist(m_gen); } }; template void fill_view(ViewType dest_view, const std::string& name) { using value_type = typename ViewType::value_type; using exe_space = typename ViewType::execution_space; const std::size_t ext = dest_view.extent(0); using aux_view_t = Kokkos::View; aux_view_t aux_view("aux_view", ext); auto v_h = create_mirror_view(Kokkos::HostSpace(), aux_view); UnifDist randObj; if (name == "empty") { // no op } else if (name == "one-element") { v_h(0) = static_cast(1); } else if (name == "two-elements-a") { v_h(0) = static_cast(1); v_h(1) = static_cast(2); } else if (name == "two-elements-b") { v_h(0) = static_cast(2); v_h(1) = static_cast(-1); } else if (name == "small-a") { for (std::size_t i = 0; i < ext; ++i) { v_h(i) = value_type{-5} + static_cast(i + 1); } } else if (name == "small-b") { for (std::size_t i = 0; i < ext; ++i) { v_h(i) = randObj(); } v_h(5) = static_cast(-2); } else if (name == "medium" || name == "large") { for (std::size_t i = 0; i < ext; ++i) { v_h(i) = randObj(); } } else { throw std::runtime_error("invalid choice"); } Kokkos::deep_copy(aux_view, v_h); CopyFunctor F1(aux_view, dest_view); Kokkos::parallel_for("copy", dest_view.extent(0), F1); } // my own because std::replace_if is ONLY found with std=c++20 template void my_host_replace_if(ForwardIt first, ForwardIt last, UnaryPredicate p, const T& new_value) { for (; first != last; ++first) { if (p(*first)) { *first = new_value; } } } template void verify_data(ViewType1 data_view, // contains data ViewType2 test_view, // the view to test ValueType new_value, PredicateType pred) { //! always careful because views might not be deep copyable auto data_view_dc = create_deep_copyable_compatible_clone(data_view); auto data_view_h = create_mirror_view_and_copy(Kokkos::HostSpace(), data_view_dc); my_host_replace_if(KE::begin(data_view_h), KE::end(data_view_h), pred, new_value); auto test_view_dc = create_deep_copyable_compatible_clone(test_view); auto test_view_h = create_mirror_view_and_copy(Kokkos::HostSpace(), test_view_dc); if (test_view_h.extent(0) > 0) { for (std::size_t i = 0; i < test_view_h.extent(0); ++i) { // std::cout << i << " " << std::setprecision(15) // << data_view_dc(i) << " " // << data_view_h(i) << " " // << test_view_h(i) << std::endl; EXPECT_TRUE(data_view_h(i) == test_view_h(i)); } } } std::string value_type_to_string(int) { return "int"; } std::string value_type_to_string(double) { return "double"; } template void run_single_scenario(const InfoType& scenario_info, PredicateType pred) { const auto name = std::get<0>(scenario_info); const std::size_t view_ext = std::get<1>(scenario_info); // std::cout << "replace_if: " << name << ", " << view_tag_to_string(Tag{}) // << ", " << value_type_to_string(ValueType()) << std::endl; ValueType new_value{23}; auto view_with_data = create_view(Tag{}, view_ext, "replace_if_v2"); auto view_to_test = create_view(Tag{}, view_ext, "replace_if_v1"); fill_view(view_with_data, name); { CopyFunctor F1( view_with_data, view_to_test); Kokkos::parallel_for("copy", view_to_test.extent(0), F1); KE::replace_if(exespace(), KE::begin(view_to_test), KE::end(view_to_test), pred, new_value); verify_data(view_with_data, view_to_test, new_value, pred); } { CopyFunctor F1( view_with_data, view_to_test); Kokkos::parallel_for("copy", view_to_test.extent(0), F1); KE::replace_if("label", exespace(), KE::begin(view_to_test), KE::end(view_to_test), pred, new_value); verify_data(view_with_data, view_to_test, new_value, pred); } { CopyFunctor F1( view_with_data, view_to_test); Kokkos::parallel_for("copy", view_to_test.extent(0), F1); KE::replace_if(exespace(), view_to_test, pred, new_value); verify_data(view_with_data, view_to_test, new_value, pred); } { CopyFunctor F1( view_with_data, view_to_test); Kokkos::parallel_for("copy", view_to_test.extent(0), F1); KE::replace_if("label", exespace(), view_to_test, pred, new_value); verify_data(view_with_data, view_to_test, new_value, pred); } Kokkos::fence(); } template void run_all_scenarios() { const std::map scenarios = { {"empty", 0}, {"one-element", 1}, {"two-elements-a", 2}, {"two-elements-b", 2}, {"small-a", 9}, {"small-b", 13}, {"medium", 1103}, {"large", 101513}}; for (const auto& it : scenarios) { using pred_p_t = IsPositiveFunctor; run_single_scenario(it, pred_p_t{}); using pred_n_t = IsNegativeFunctor; run_single_scenario(it, pred_n_t{}); } } TEST(std_algorithms_replace_ops_test, replace_if) { run_all_scenarios(); run_all_scenarios(); run_all_scenarios(); run_all_scenarios(); } } // namespace ReplaceIf } // namespace stdalgos } // namespace Test