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#pragma once |
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#include "dtypes.h" |
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#include "utilities/stopwatch.h" |
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#include <cmath> |
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#include <tuple> |
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namespace lython { |
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template <typename T = double> |
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struct ValueStream { |
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void add(T value) { |
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sum += value; |
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count += 1; |
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sum_squared += value * value; |
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} |
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double mean() const { return sum / double(count); } |
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double var() const { |
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double m = mean(); |
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return sum_squared / double(count) - m * m; |
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} |
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double total() const { return sum; } |
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double std() const { return sqrt(var()); } |
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T sum = 0; |
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T sum_squared = 0; |
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int count = 0; |
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}; |
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template <class T> |
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void fakeuse(T&& datum) { |
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#ifdef __linux__ |
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asm volatile("" : "+r"(datum)); |
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#endif |
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} |
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template <typename... Args> |
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struct Benchmark { |
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Benchmark(std::string const& name, |
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std::function<void(Args...)> function, |
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int count = 100, |
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int repeat = 100000): |
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name(name), |
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function(function), count(count), repeat(repeat) {} |
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void run(Args... args) { |
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val = ValueStream<double>(); |
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for (int i = 0; i < count; i++) { |
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StopWatch<double, std::chrono::milliseconds> time; |
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for (int j = 0; j < repeat; j++) { |
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function(args...); |
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} |
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val.add(time.stop()); |
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} |
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} |
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void report(std::ostream& out) { |
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out << fmt::format( |
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"{:>30} | {:10.3f} | {:10.3f} | {:10.3f} \n", name, val.mean(), val.std(), val.total()); |
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} |
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std::string name; |
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std::function<void(Args...)> function; |
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ValueStream<double> val; |
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int count; |
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int repeat; |
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}; |
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template <typename... Args> |
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std::ostream& print(std::ostream& out, Args... args) { |
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print(out, args...); |
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return out; |
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} |
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template <typename... Args, typename T, typename V> |
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std::ostream& print(std::ostream& out, T val, V v, Args... args) { |
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print(out, v, args...); |
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out << val << "-"; |
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return out; |
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} |
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template <typename... Args, typename T> |
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std::ostream& print(std::ostream& out, T val, Args... args) { |
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print(out, args...); |
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out << val; |
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return out; |
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} |
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template <> |
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std::ostream& print(std::ostream& out) { |
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return out; |
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} |
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template <typename... Args> |
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struct Compare { |
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Compare(std::vector<Benchmark<Args...>> const& benchs, int count = 100, int repeat = 100000): |
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benchmarks(benchs), count(count), repeat(repeat) {} |
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void run(std::ostream& out) { |
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int i = 0; |
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for (std::tuple<Args...>& args: setups) { |
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for (Benchmark<Args...>& bench: benchmarks) { |
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progress(out, i); |
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bench.count = count; |
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bench.repeat = repeat; |
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std::apply([&bench](auto&&... args) { bench.run(args...); }, args); |
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std::stringstream ss; |
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ss << bench.name << " ("; |
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std::apply([&ss](auto&&... args) { print(ss, args...); }, args); |
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ss << ")"; |
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results.emplace_back(ss.str(), bench.val); |
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i += 1; |
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} |
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} |
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progress(out, i); |
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} |
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void add_setup(Args... args) { setups.push_back(std::make_tuple(args...)); } |
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void progress(std::ostream& out, int i) { |
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float n = total(); |
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out << fmt::format("{:6.2f} % {}/{}\n", float(i) * 100.0 / n, i, n); |
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} |
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float total() { return float(benchmarks.size()) * float(setups.size()); } |
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void report(std::ostream& out) { |
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out << fmt::format( |
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"{:>30} | {:>10} | {:>10} | {:>10} \n", "bench", "mean (ms)", "std (ms)", "total (ms)"); |
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out << "---------------------------------------------------------------------\n"; |
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for (auto const& bench: results) { |
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report(out, bench); |
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} |
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} |
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void as_csv(std::ostream& out) { |
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out << "bench,mean (ms),std (ms),total (ms)"; |
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for (auto const& bench: results) { |
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as_csv(out, bench); |
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} |
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} |
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private: |
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void report(std::ostream& out, std::tuple<String, ValueStream<double>> const& result) { |
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String name = std::get<0>(result); |
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ValueStream<double> val = std::get<1>(result); |
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out << fmt::format( |
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"{:>30} | {:10.3f} | {:10.3f} | {:10.3f} \n", name, val.mean(), val.std(), val.total()); |
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} |
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void as_csv(std::ostream& out, std::tuple<String, ValueStream<double>> const& result) { |
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String name = std::get<0>(result); |
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ValueStream<double> val = std::get<1>(result); |
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out << fmt::format("{},{},{},{}\n", name, val.mean(), val.std(), val.total()); |
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} |
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std::vector<std::tuple<String, ValueStream<double>>> results; |
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std::vector<std::tuple<Args...>> setups; |
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std::vector<Benchmark<Args...>> benchmarks; |
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int count; |
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int repeat; |
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int col_size = 0; |
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}; |
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} // namespace lython |
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