Micro-benchmarks

I was looking for a way to benchmark a piece of code… I came up with 5 libraries that make it very easy

I’m not going to write a tutorial on how to use each one because I would basically be rewriting their documentation sections. What I will do is show you how to get started. As an example I will write a simple benchmark that tests copy constructor of std::string. But first, the libraries:

Catch2 and Nonius are header only libraries; be aware of long compile times Google, Catch2, and Nonius automatically pick the number of runs and iterations for you, which is nice: no guessing how many times you need to run a function you want to benchmark to get a reasonable performance reading.

Google Benchmark:

#include <string>
#include <benchmark/benchmark.h>

using namespace std;

string short_string = "hello";
string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

void BM_StringCopyShort(benchmark::State& state)
{
	for (auto _ : state)
		string copy(short_string);
}
BENCHMARK(BM_StringCopyShort);

void BM_StringCopyLong(benchmark::State& state)
{
	for (auto _ : state)
		string copy(long_string);
}
BENCHMARK(BM_StringCopyLong);

BENCHMARK_MAIN();

#include <string>

#include <benchmark/benchmark.h>

using namespace std;

string short_string = "hello";

string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

void BM_StringCopyShort(benchmark::State& state)

{

for (auto _ : state)

string copy(short_string);

}

BENCHMARK(BM_StringCopyShort);

void BM_StringCopyLong(benchmark::State& state)

{

for (auto _ : state)

string copy(long_string);

}

BENCHMARK(BM_StringCopyLong);

BENCHMARK_MAIN();

Catch2:

#include <string>
#define CATCH_CONFIG_MAIN
#include <catch2/catch.hpp>

using namespace std;

string short_string = "hello";
string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

TEST_CASE("string ops", "[benchmark]")
{
	BENCHMARK("StringCopyShort")
	{
		string copy(short_string);
	}

	BENCHMARK("StringCopyLong")
	{
		string copy(long_string);
	}
}

#include <string>

#define CATCH_CONFIG_MAIN

#include <catch2/catch.hpp>

using namespace std;

string short_string = "hello";

string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

TEST_CASE("string ops", "[benchmark]")

{

BENCHMARK("StringCopyShort")

{

string copy(short_string);

}

BENCHMARK("StringCopyLong")

{

string copy(long_string);

}

Hayai:

#include <string>
#include <hayai/hayai.hpp>

using namespace std;

string short_string = "hello";
string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

BENCHMARK(StringOps, StringCopyShort, 100, 1'000'000)
{
	string copy(short_string);
}

BENCHMARK(StringOps, StringCopyLong, 100, 100'000)
{
	string copy(long_string);
}

#include <string>

#include <hayai/hayai.hpp>

using namespace std;

string short_string = "hello";

string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

BENCHMARK(StringOps, StringCopyShort, 100, 1'000'000)

{

string copy(short_string);

}

BENCHMARK(StringOps, StringCopyLong, 100, 100'000)

{

string copy(long_string);

}

Celero:

#include <string>
#include <celero/Celero.h>

using namespace std;

string short_string = "hello";
string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

BASELINE(StringCopyShort, Baseline10, 100, 100'000)
{
	string copy(short_string);
}

BENCHMARK(StringCopyShort, Baseline1000, 100, 1'000'000)
{
	string copy(short_string);
}

BASELINE(StringCopyLong, Baseline10, 100, 100'000)
{
	string copy(long_string);
}

BENCHMARK(StringCopyLong, Baseline1000, 100, 1'000'000)
{
	string copy(long_string);
}

CELERO_MAIN;

#include <string>

#include <celero/Celero.h>

using namespace std;

string short_string = "hello";

string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

BASELINE(StringCopyShort, Baseline10, 100, 100'000)

{

string copy(short_string);

}

BENCHMARK(StringCopyShort, Baseline1000, 100, 1'000'000)

{

string copy(short_string);

}

BASELINE(StringCopyLong, Baseline10, 100, 100'000)

{

string copy(long_string);

}

BENCHMARK(StringCopyLong, Baseline1000, 100, 1'000'000)

{

string copy(long_string);

}

CELERO_MAIN;

Nonius:

#include <string>
#define NONIUS_RUNNER
#include <nonius/nonius.h++>
#include <nonius/main.h++>

using namespace std;

string short_string = "hello";
string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

NONIUS_BENCHMARK("StringCopyShort", []
{
	string copy(short_string);
})

NONIUS_BENCHMARK("StringCopyLong", []
{
	string copy(long_string);
})

#include <string>

#define NONIUS_RUNNER

#include <nonius/nonius.h++>

#include <nonius/main.h++>

using namespace std;

string short_string = "hello";

string long_string("0123456789abcdefghijklmnopqrstuvwxyz");

NONIUS_BENCHMARK("StringCopyShort", []

{

string copy(short_string);

})

NONIUS_BENCHMARK("StringCopyLong", []

{

string copy(long_string);

})

Practical Modern C++

Micro-benchmarks

Like this:

Related

2 Replies to “Micro-benchmarks”

Leave a ReplyCancel reply

Practical Modern C++

Micro-benchmarks

Share this:

Like this:

Related

2 Replies to “Micro-benchmarks”

Leave a ReplyCancel reply