/* ************************************************************** * C++ Mathematical Expression Toolkit Library * * * * ExprTk vs Native Benchmarks * * Author: Arash Partow (1999-2021) * * URL: http://www.partow.net/programming/exprtk/index.html * * * * Copyright notice: * * Free use of the Mathematical Expression Toolkit Library is * * permitted under the guidelines and in accordance with the * * most current version of the MIT License. * * http://www.opensource.org/licenses/MIT * * * ************************************************************** */ #include #include #include #include #include #include #include "exprtk.hpp" const std::string global_expression_list[] = { "(y + x)", "2 * (y + x)", "(2 * y + 2 * x)", "((1.23 * x^2) / y) - 123.123", "(y + x / y) * (x - y / x)", "x / ((x + y) + (x - y)) / y", "1 - ((x * y) + (y / x)) - 3", "(5.5 + x) + (2 * x - 2 / 3 * y) * (x / 3 + y / 4) + (y + 7.7)", "1.1x^1 + 2.2y^2 - 3.3x^3 + 4.4y^15 - 5.5x^23 + 6.6y^55", "sin(2 * x) + cos(pi / y)", "1 - sin(2 * x) + cos(pi / y)", "sqrt(111.111 - sin(2 * x) + cos(pi / y) / 333.333)", "(x^2 / sin(2 * pi / y)) - x / 2", "x + (cos(y - sin(2 / x * pi)) - sin(x - cos(2 * y / pi))) - y", "clamp(-1.0, sin(2 * pi * x) + cos(y / 2 * pi), +1.0)", "max(3.33, min(sqrt(1 - sin(2 * x) + cos(pi / y) / 3), 1.11))", "if((y + (x * 2.2)) <= (x + y + 1.1), x - y, x * y) + 2 * pi / x" }; const std::size_t global_expression_list_size = sizeof(global_expression_list) / sizeof(std::string); static const double global_lower_bound_x = -100.0; static const double global_lower_bound_y = -100.0; static const double global_upper_bound_x = +100.0; static const double global_upper_bound_y = +100.0; static const double global_delta = 0.0111; template class Sequence> bool load_expression(exprtk::symbol_table& symbol_table, Sequence,Allocator>& expr_seq) { exprtk::parser parser; for (std::size_t i = 0; i < global_expression_list_size; ++i) { exprtk::expression expression; expression.register_symbol_table(symbol_table); if (!parser.compile(global_expression_list[i],expression)) { printf("[load_expression] - Parser Error: %s\tExpression: %s\n", parser.error().c_str(), global_expression_list[i].c_str()); return false; } expr_seq.push_back(expression); } return true; } template void run_exprtk_benchmark(T& x, T& y, exprtk::expression& expression, const std::string& expr_string) { T total = T(0); unsigned int count = 0; exprtk::timer timer; timer.start(); for (x = global_lower_bound_x; x <= global_upper_bound_x; x += global_delta) { for (y = global_lower_bound_y; y <= global_upper_bound_y; y += global_delta) { total += expression.value(); ++count; } } timer.stop(); if (T(0) != total) printf("[exprtk] Total Time:%12.8f Rate:%14.3fevals/sec Expression: %s\n", timer.time(), count / timer.time(), expr_string.c_str()); else printf("run_exprtk_benchmark() - Error running benchmark for expression: %s\n",expr_string.c_str()); } template struct native; template void run_native_benchmark(T& x, T& y, NativeFunction f, const std::string& expr_string) { T total = T(0); unsigned int count = 0; exprtk::timer timer; timer.start(); for (x = global_lower_bound_x; x <= global_upper_bound_x; x += global_delta) { for (y = global_lower_bound_y; y <= global_upper_bound_y; y += global_delta) { total += f(x,y); ++count; } } timer.stop(); if (T(0) != total) printf("[native] Total Time:%12.8f Rate:%14.3fevals/sec Expression: %s\n", timer.time(), count / timer.time(), expr_string.c_str()); else printf("run_native_benchmark() - Error running benchmark for expression: %s\n",expr_string.c_str()); } template bool run_parse_benchmark(exprtk::symbol_table& symbol_table) { static const std::size_t rounds = 100000; exprtk::parser parser; exprtk::expression expression; expression.register_symbol_table(symbol_table); for (std::size_t i = 0; i < global_expression_list_size; ++i) { exprtk::timer timer; timer.start(); for (std::size_t r = 0; r < rounds; ++r) { if (!parser.compile(global_expression_list[i],expression)) { printf("[run_parse_benchmark] - Parser Error: %s\tExpression: %s\n", parser.error().c_str(), global_expression_list[i].c_str()); return false; } } timer.stop(); printf("[parse] Total Time:%12.8f Rate:%14.3fparse/sec Expression: %s\n", timer.time(), rounds / timer.time(), global_expression_list[i].c_str()); } return true; } const double pi = 3.141592653589793238462643383279502; template struct native { typedef typename exprtk::details::functor_t functor_t; typedef typename functor_t::Type Type; static inline T avg(Type x, Type y) { return (x + y) / T(2); } static inline T clamp(const Type l, const Type v, const Type u) { return ((v < l) ? l : ((v > u) ? u : v)); } static inline T func00(Type x, Type y) { return (y + x); } static inline T func01(Type x, Type y) { return T(2) * (y + x); } static inline T func02(Type x, Type y) { return (T(2) * y + T(2) * x); } static inline T func03(Type x, Type y) { return ((T(1.23) * (x * x)) / y) - T(123.123); } static inline T func04(Type x, Type y) { return (y + x / y) * (x - y / x); } static inline T func05(Type x, Type y) { return x / ((x + y) + (x - y)) / y; } static inline T func06(Type x, Type y) { return T(1) - ((x * y) + (y / x)) - T(3); } static inline T func07(Type x, Type y) { return (T(5.5) + x) + (T(2) * x - T(2) / T(3) * y) * (x / T(3) + y / T(4)) + (y + T(7.7)); } static inline T func08(Type x, Type y) { using namespace std; return (T(1.1)*pow(x,T(1))+T(2.2)*pow(y,T(2))-T(3.3)*pow(x,T(3))+T(4.4)*pow(y,T(15))-T(5.5)*pow(x,T(23))+T(6.6)*pow(y,T(55))); } static inline T func09(Type x, Type y) { return std::sin(T(2) * x) + std::cos(pi / y); } static inline T func10(Type x, Type y) { return T(1) - std::sin(T(2) * x) + std::cos(pi / y); } static inline T func11(Type x, Type y) { return std::sqrt(T(111.111) - std::sin(T(2) * x) + std::cos(pi / y) / T(333.333)); } static inline T func12(Type x, Type y) { return ((x * x) / std::sin(T(2) * pi / y)) - x / T(2); } static inline T func13(Type x, Type y) { return (x + (std::cos(y - std::sin(T(2) / x * pi)) - std::sin(x - std::cos(T(2) * y / pi))) - y); } static inline T func14(Type x, Type y) { return clamp(T(-1), std::sin(T(2) * pi * x) + std::cos(y / T(2) * pi), + T(1)); } static inline T func15(Type x, Type y) { return std::max(T(3.33), std::min(sqrt(T(1) - std::sin(T(2) * x) + std::cos(pi / y) / T(3)), T(1.11))); } static inline T func16(Type x, Type y) { return (((y + (x * T(2.2))) <= (x + y + T(1.1))) ? x - y : x * y) + T(2) * pi / x; } }; void pgo_primer(); void perform_file_based_benchmark(const std::string& file_name, const std::size_t& rounds = 100000); int main(int argc, char* argv[]) { if (argc >= 2) { const std::string file_name = argv[1]; if (argc == 2) perform_file_based_benchmark(file_name); else perform_file_based_benchmark(file_name,atoi(argv[2])); return 0; } pgo_primer(); double x = 0; double y = 0; exprtk::symbol_table symbol_table; symbol_table.add_constants(); symbol_table.add_variable("x",x); symbol_table.add_variable("y",y); std::deque > compiled_expr_list; if (!load_expression(symbol_table,compiled_expr_list)) { return 1; } { std::cout << "--- EXPRTK ---" << std::endl; for (std::size_t i = 0; i < compiled_expr_list.size(); ++i) { run_exprtk_benchmark(x,y,compiled_expr_list[i],global_expression_list[i]); } } { std::cout << "--- NATIVE ---" << std::endl; run_native_benchmark(x,y,native::func00,global_expression_list[ 0]); run_native_benchmark(x,y,native::func01,global_expression_list[ 1]); run_native_benchmark(x,y,native::func02,global_expression_list[ 2]); run_native_benchmark(x,y,native::func03,global_expression_list[ 3]); run_native_benchmark(x,y,native::func04,global_expression_list[ 4]); run_native_benchmark(x,y,native::func05,global_expression_list[ 5]); run_native_benchmark(x,y,native::func06,global_expression_list[ 6]); run_native_benchmark(x,y,native::func07,global_expression_list[ 7]); run_native_benchmark(x,y,native::func08,global_expression_list[ 8]); run_native_benchmark(x,y,native::func09,global_expression_list[ 9]); run_native_benchmark(x,y,native::func10,global_expression_list[10]); run_native_benchmark(x,y,native::func11,global_expression_list[11]); run_native_benchmark(x,y,native::func12,global_expression_list[12]); run_native_benchmark(x,y,native::func13,global_expression_list[13]); run_native_benchmark(x,y,native::func14,global_expression_list[14]); run_native_benchmark(x,y,native::func15,global_expression_list[15]); run_native_benchmark(x,y,native::func16,global_expression_list[16]); } { std::cout << "--- PARSE ----" << std::endl; run_parse_benchmark(symbol_table); } return 0; } void pgo_primer() { exprtk::pgo_primer(); static const double lower_bound_x = -50.0; static const double lower_bound_y = -50.0; static const double upper_bound_x = +50.0; static const double upper_bound_y = +50.0; static const double delta = 0.07; double total = 0.0; for (double x = lower_bound_x; x <= upper_bound_x; x += delta) { for (double y = lower_bound_y; y <= upper_bound_y; y += delta) { total += native::func00(x,y); total += native::func01(x,y); total += native::func02(x,y); total += native::func03(x,y); total += native::func04(x,y); total += native::func05(x,y); total += native::func06(x,y); total += native::func07(x,y); total += native::func08(x,y); total += native::func09(x,y); total += native::func10(x,y); total += native::func11(x,y); total += native::func12(x,y); total += native::func13(x,y); total += native::func14(x,y); total += native::func15(x,y); total += native::func16(x,y); } } } std::size_t load_expression_file(const std::string& file_name, std::deque& expression_list) { std::ifstream stream(file_name.c_str()); if (!stream) return 0; std::string buffer; buffer.reserve(1024); std::size_t line_count = 0; while (std::getline(stream,buffer)) { if (buffer.empty()) continue; else if ('#' == buffer[0]) continue; ++line_count; expression_list.push_back(buffer); } return line_count; } void perform_file_based_benchmark(const std::string& file_name, const std::size_t& rounds) { std::deque expr_str_list; if (0 == load_expression_file(file_name,expr_str_list)) { std::cout << "Failed to load any expressions from: " << file_name << "\n"; return; } typedef exprtk::symbol_table symbol_table_t; typedef exprtk::expression expression_t; typedef exprtk::parser parser_t; std::deque expression_list; symbol_table_t symbol_table; double a = 1.1; double b = 2.2; double c = 3.3; double x = 2.123456; double y = 3.123456; double z = 4.123456; double w = 5.123456; symbol_table.add_variable("a", a); symbol_table.add_variable("b", b); symbol_table.add_variable("c", c); symbol_table.add_variable("x", x); symbol_table.add_variable("y", y); symbol_table.add_variable("z", z); symbol_table.add_variable("w", w); exprtk::polynomial poly01; exprtk::polynomial poly02; exprtk::polynomial poly03; exprtk::polynomial poly04; exprtk::polynomial poly05; exprtk::polynomial poly06; exprtk::polynomial poly07; exprtk::polynomial poly08; exprtk::polynomial poly09; exprtk::polynomial poly10; exprtk::polynomial poly11; exprtk::polynomial poly12; symbol_table.add_function("poly01", poly01); symbol_table.add_function("poly02", poly02); symbol_table.add_function("poly03", poly03); symbol_table.add_function("poly04", poly04); symbol_table.add_function("poly05", poly05); symbol_table.add_function("poly06", poly06); symbol_table.add_function("poly07", poly07); symbol_table.add_function("poly08", poly08); symbol_table.add_function("poly09", poly09); symbol_table.add_function("poly10", poly10); symbol_table.add_function("poly11", poly11); symbol_table.add_function("poly12", poly12); static double e = exprtk::details::numeric::constant::e; symbol_table.add_variable("e", e, true); symbol_table.add_constants(); { parser_t parser; for (std::size_t i = 0; i < expr_str_list.size(); ++i) { expression_t expression; expression.register_symbol_table(symbol_table); if (!parser.compile(expr_str_list[i],expression)) { printf("[perform_file_based_benchmark] - Parser Error: %s\tExpression: %s\n", parser.error().c_str(), expr_str_list[i].c_str()); return; } expression_list.push_back(expression); } } exprtk::timer total_timer; exprtk::timer timer; double single_eval_total_time = 0.0; total_timer.start(); for (std::size_t i = 0; i < expression_list.size(); ++i) { expression_t& expression = expression_list[i]; a = 1.1; b = 2.2; c = 3.3; x = 2.123456; y = 3.123456; z = 4.123456; w = 5.123456; timer.start(); double sum = 0.0; for (std::size_t r = 0; r < rounds; ++r) { sum += expression.value(); std::swap(a,b); std::swap(x,y); } timer.stop(); printf("Expression %3d of %3d %9.3f ns\t%10d ns\t(%30.10f) '%s'\n", static_cast(i + 1), static_cast(expression_list.size()), (timer.time() * 1000000000.0) / (1.0 * rounds), static_cast(timer.time() * 1000000000.0), sum, expr_str_list[i].c_str()); fflush(stdout); single_eval_total_time += (timer.time() * 1000000000.0) / (1.0 * rounds); } total_timer.stop(); printf("[*] Number Of Evals: %15.0f\n", rounds * (expression_list.size() * 1.0)); printf("[*] Total Time: %9.3fsec\n", total_timer.time()); printf("[*] Total Single Eval Time: %9.3fms\n", single_eval_total_time / 1000000.0); }