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Merge pull request #196 from google/iterationdoc
Add section on iterations.
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README.md
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README.md
@ -1,5 +1,4 @@
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benchmark
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=========
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# benchmark
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[![Build Status](https://travis-ci.org/google/benchmark.svg?branch=master)](https://travis-ci.org/google/benchmark)
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[![Build status](https://ci.appveyor.com/api/projects/status/u0qsyp7t1tk7cpxs/branch/master?svg=true)](https://ci.appveyor.com/project/google/benchmark/branch/master)
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[![Coverage Status](https://coveralls.io/repos/google/benchmark/badge.svg)](https://coveralls.io/r/google/benchmark)
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@ -10,10 +9,9 @@ Discussion group: https://groups.google.com/d/forum/benchmark-discuss
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IRC channel: https://freenode.net #googlebenchmark
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Example usage
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-------------
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Define a function that executes the code to be measured a
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specified number of times:
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## Example usage
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### Basic usage
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Define a function that executes the code to be measured.
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```c++
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static void BM_StringCreation(benchmark::State& state) {
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@ -34,15 +32,16 @@ BENCHMARK(BM_StringCopy);
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BENCHMARK_MAIN();
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```
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Sometimes a family of microbenchmarks can be implemented with
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just one routine that takes an extra argument to specify which
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one of the family of benchmarks to run. For example, the following
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code defines a family of microbenchmarks for measuring the speed
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of `memcpy()` calls of different lengths:
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### Passing arguments
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Sometimes a family of benchmarks can be implemented with just one routine that
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takes an extra argument to specify which one of the family of benchmarks to
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run. For example, the following code defines a family of benchmarks for
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measuring the speed of `memcpy()` calls of different lengths:
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```c++
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static void BM_memcpy(benchmark::State& state) {
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char* src = new char[state.range_x()]; char* dst = new char[state.range_x()];
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char* src = new char[state.range_x()];
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char* dst = new char[state.range_x()];
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memset(src, 'x', state.range_x());
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while (state.KeepRunning())
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memcpy(dst, src, state.range_x());
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@ -54,18 +53,17 @@ static void BM_memcpy(benchmark::State& state) {
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BENCHMARK(BM_memcpy)->Arg(8)->Arg(64)->Arg(512)->Arg(1<<10)->Arg(8<<10);
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```
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The preceding code is quite repetitive, and can be replaced with the
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following short-hand. The following invocation will pick a few
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appropriate arguments in the specified range and will generate a
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microbenchmark for each such argument.
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The preceding code is quite repetitive, and can be replaced with the following
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short-hand. The following invocation will pick a few appropriate arguments in
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the specified range and will generate a benchmark for each such argument.
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```c++
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BENCHMARK(BM_memcpy)->Range(8, 8<<10);
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```
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You might have a microbenchmark that depends on two inputs. For
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example, the following code defines a family of microbenchmarks for
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measuring the speed of set insertion.
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You might have a benchmark that depends on two inputs. For example, the
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following code defines a family of benchmarks for measuring the speed of set
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insertion.
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```c++
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static void BM_SetInsert(benchmark::State& state) {
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@ -88,19 +86,18 @@ BENCHMARK(BM_SetInsert)
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->ArgPair(8<<10, 512);
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```
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The preceding code is quite repetitive, and can be replaced with
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the following short-hand. The following macro will pick a few
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appropriate arguments in the product of the two specified ranges
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and will generate a microbenchmark for each such pair.
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The preceding code is quite repetitive, and can be replaced with the following
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short-hand. The following macro will pick a few appropriate arguments in the
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product of the two specified ranges and will generate a benchmark for each such
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pair.
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```c++
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BENCHMARK(BM_SetInsert)->RangePair(1<<10, 8<<10, 1, 512);
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```
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For more complex patterns of inputs, passing a custom function
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to Apply allows programmatic specification of an
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arbitrary set of arguments to run the microbenchmark on.
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The following example enumerates a dense range on one parameter,
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For more complex patterns of inputs, passing a custom function to `Apply` allows
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programmatic specification of an arbitrary set of arguments on which to run the
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benchmark. The following example enumerates a dense range on one parameter,
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and a sparse range on the second.
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```c++
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@ -112,9 +109,10 @@ static void CustomArguments(benchmark::internal::Benchmark* b) {
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BENCHMARK(BM_SetInsert)->Apply(CustomArguments);
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```
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Templated microbenchmarks work the same way:
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Produce then consume 'size' messages 'iters' times
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Measures throughput in the absence of multiprogramming.
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### Templated benchmarks
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Templated benchmarks work the same way: This example produces and consumes
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messages of size `sizeof(v)` `range_x` times. It also outputs throughput in the
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absence of multiprogramming.
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```c++
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template <class Q> int BM_Sequential(benchmark::State& state) {
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@ -145,11 +143,12 @@ Three macros are provided for adding benchmark templates.
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#define BENCHMARK_TEMPLATE2(func, arg1, arg2)
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```
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### Multithreaded benchmarks
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In a multithreaded test (benchmark invoked by multiple threads simultaneously),
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it is guaranteed that none of the threads will start until all have called
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KeepRunning, and all will have finished before KeepRunning returns false. As
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such, any global setup or teardown you want to do can be
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wrapped in a check against the thread index:
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`KeepRunning`, and all will have finished before KeepRunning returns false. As
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such, any global setup or teardown can be wrapped in a check against the thread
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index:
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```c++
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static void BM_MultiThreaded(benchmark::State& state) {
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@ -176,6 +175,7 @@ BENCHMARK(BM_test)->Range(8, 8<<10)->UseRealTime();
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Without `UseRealTime`, CPU time is used by default.
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### Preventing optimisation
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To prevent a value or expression from being optimized away by the compiler
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the `benchmark::DoNotOptimize(...)` function can be used.
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@ -190,8 +190,15 @@ static void BM_test(benchmark::State& state) {
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}
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```
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Benchmark Fixtures
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------------------
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## Controlling number of iterations
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In all cases, the number of iterations for which the benchmark is run is
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governed by the amount of time the benchmark takes. Concretely, the number of
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iterations is at least one, not more than 1e9, until CPU time is greater than
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the minimum time, or the wallclock time is 5x minimum time. The minimum time is
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set as a flag `--benchmark_min_time` or per benchmark by calling `MinTime` on
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the registered benchmark object.
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## Fixtures
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Fixture tests are created by
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first defining a type that derives from ::benchmark::Fixture and then
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creating/registering the tests using the following macros:
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@ -221,8 +228,7 @@ BENCHMARK_REGISTER_F(MyFixture, BarTest)->Threads(2);
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/* BarTest is now registered */
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```
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Output Formats
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--------------
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## Output Formats
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The library supports multiple output formats. Use the
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`--benchmark_format=<tabular|json>` flag to set the format type. `tabular` is
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the default format.
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@ -290,8 +296,7 @@ name,iterations,real_time,cpu_time,bytes_per_second,items_per_second,label
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"BM_SetInsert/1024/10",106365,17238.4,8421.53,4.74973e+06,1.18743e+06,
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```
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Debug vs Release
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----------------
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## Debug vs Release
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By default, benchmark builds as a debug library. You will see a warning in the output when this is the case. To build it as a release library instead, use:
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```
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@ -304,6 +309,5 @@ To enable link-time optimisation, use
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cmake -DCMAKE_BUILD_TYPE=Release -DBENCHMARK_ENABLE_LTO=true
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```
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Linking against the library
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---------------------------
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## Linking against the library
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When using gcc, it is necessary to link against pthread to avoid runtime exceptions. This is due to how gcc implements std::thread. See [issue #67](https://github.com/google/benchmark/issues/67) for more details.
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