576 lines
16 KiB
C++
576 lines
16 KiB
C++
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/*
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* Copyright (c) Facebook, Inc. and its affiliates.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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// @author Andrei Alexandrescu (andrei.alexandrescu@fb.com)
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#include <folly/Benchmark.h>
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#include <algorithm>
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#include <cmath>
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#include <cstring>
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#include <iostream>
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#include <limits>
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#include <map>
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#include <memory>
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#include <numeric>
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#include <utility>
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#include <vector>
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#include <boost/regex.hpp>
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#include <folly/MapUtil.h>
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#include <folly/String.h>
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#include <folly/container/Foreach.h>
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#include <folly/json.h>
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using namespace std;
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DEFINE_bool(benchmark, false, "Run benchmarks.");
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DEFINE_bool(json, false, "Output in JSON format.");
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DEFINE_bool(json_verbose, false, "Output in verbose JSON format.");
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DEFINE_string(
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bm_regex,
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"",
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"Only benchmarks whose names match this regex will be run.");
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DEFINE_int64(
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bm_min_usec,
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100,
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"Minimum # of microseconds we'll accept for each benchmark.");
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DEFINE_int32(
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bm_min_iters,
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1,
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"Minimum # of iterations we'll try for each benchmark.");
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DEFINE_int64(
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bm_max_iters,
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1 << 30,
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"Maximum # of iterations we'll try for each benchmark.");
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DEFINE_int32(
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bm_max_secs,
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1,
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"Maximum # of seconds we'll spend on each benchmark.");
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namespace folly {
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std::chrono::high_resolution_clock::duration BenchmarkSuspender::timeSpent;
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typedef function<detail::TimeIterData(unsigned int)> BenchmarkFun;
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vector<detail::BenchmarkRegistration>& benchmarks() {
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static vector<detail::BenchmarkRegistration> _benchmarks;
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return _benchmarks;
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}
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#define FB_FOLLY_GLOBAL_BENCHMARK_BASELINE fbFollyGlobalBenchmarkBaseline
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#define FB_STRINGIZE_X2(x) FOLLY_PP_STRINGIZE(x)
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// Add the global baseline
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BENCHMARK(FB_FOLLY_GLOBAL_BENCHMARK_BASELINE) {
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#ifdef _MSC_VER
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_ReadWriteBarrier();
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#else
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asm volatile("");
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#endif
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}
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size_t getGlobalBenchmarkBaselineIndex() {
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const char* global = FB_STRINGIZE_X2(FB_FOLLY_GLOBAL_BENCHMARK_BASELINE);
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auto it = std::find_if(
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benchmarks().begin(),
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benchmarks().end(),
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[global](const detail::BenchmarkRegistration& v) {
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return v.name == global;
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});
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CHECK(it != benchmarks().end());
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return size_t(std::distance(benchmarks().begin(), it));
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}
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#undef FB_STRINGIZE_X2
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#undef FB_FOLLY_GLOBAL_BENCHMARK_BASELINE
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void detail::addBenchmarkImpl(
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const char* file,
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StringPiece name,
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BenchmarkFun fun,
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bool useCounter) {
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benchmarks().push_back({file, name.str(), std::move(fun), useCounter});
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}
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static std::pair<double, UserCounters> runBenchmarkGetNSPerIteration(
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const BenchmarkFun& fun,
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const double globalBaseline) {
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using std::chrono::duration_cast;
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using std::chrono::high_resolution_clock;
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using std::chrono::microseconds;
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using std::chrono::nanoseconds;
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using std::chrono::seconds;
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// They key here is accuracy; too low numbers means the accuracy was
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// coarse. We up the ante until we get to at least minNanoseconds
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// timings.
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static_assert(
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std::is_same<high_resolution_clock::duration, nanoseconds>::value,
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"High resolution clock must be nanosecond resolution.");
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// We choose a minimum minimum (sic) of 100,000 nanoseconds, but if
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// the clock resolution is worse than that, it will be larger. In
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// essence we're aiming at making the quantization noise 0.01%.
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static const auto minNanoseconds = std::max<nanoseconds>(
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nanoseconds(100000), microseconds(FLAGS_bm_min_usec));
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// We do measurements in several epochs and take the minimum, to
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// account for jitter.
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static const unsigned int epochs = 1000;
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// We establish a total time budget as we don't want a measurement
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// to take too long. This will curtail the number of actual epochs.
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const auto timeBudget = seconds(FLAGS_bm_max_secs);
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auto global = high_resolution_clock::now();
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std::vector<std::pair<double, UserCounters>> epochResults(epochs);
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size_t actualEpochs = 0;
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for (; actualEpochs < epochs; ++actualEpochs) {
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const auto maxIters = uint32_t(FLAGS_bm_max_iters);
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for (auto n = uint32_t(FLAGS_bm_min_iters); n < maxIters; n *= 2) {
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detail::TimeIterData timeIterData = fun(static_cast<unsigned int>(n));
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if (timeIterData.duration < minNanoseconds) {
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continue;
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}
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// We got an accurate enough timing, done. But only save if
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// smaller than the current result.
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auto nsecs = duration_cast<nanoseconds>(timeIterData.duration);
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epochResults[actualEpochs] = std::make_pair(
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max(0.0, double(nsecs.count()) / timeIterData.niter - globalBaseline),
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std::move(timeIterData.userCounters));
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// Done with the current epoch, we got a meaningful timing.
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break;
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}
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auto now = high_resolution_clock::now();
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if (now - global >= timeBudget) {
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// No more time budget available.
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++actualEpochs;
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break;
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}
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}
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// Current state of the art: get the minimum. After some
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// experimentation, it seems taking the minimum is the best.
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auto iter = min_element(
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epochResults.begin(),
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epochResults.begin() + actualEpochs,
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[](const auto& a, const auto& b) { return a.first < b.first; });
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// If the benchmark was basically drowned in baseline noise, it's
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// possible it became negative.
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return std::make_pair(max(0.0, iter->first), iter->second);
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}
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struct ScaleInfo {
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double boundary;
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const char* suffix;
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};
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static const ScaleInfo kTimeSuffixes[]{
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{365.25 * 24 * 3600, "years"},
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{24 * 3600, "days"},
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{3600, "hr"},
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{60, "min"},
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{1, "s"},
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{1E-3, "ms"},
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{1E-6, "us"},
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{1E-9, "ns"},
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{1E-12, "ps"},
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{1E-15, "fs"},
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{0, nullptr},
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};
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static const ScaleInfo kMetricSuffixes[]{
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{1E24, "Y"}, // yotta
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{1E21, "Z"}, // zetta
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{1E18, "X"}, // "exa" written with suffix 'X' so as to not create
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// confusion with scientific notation
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{1E15, "P"}, // peta
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{1E12, "T"}, // terra
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{1E9, "G"}, // giga
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{1E6, "M"}, // mega
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{1E3, "K"}, // kilo
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{1, ""},
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{1E-3, "m"}, // milli
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{1E-6, "u"}, // micro
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{1E-9, "n"}, // nano
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{1E-12, "p"}, // pico
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{1E-15, "f"}, // femto
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{1E-18, "a"}, // atto
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{1E-21, "z"}, // zepto
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{1E-24, "y"}, // yocto
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{0, nullptr},
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};
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static string
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humanReadable(double n, unsigned int decimals, const ScaleInfo* scales) {
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if (std::isinf(n) || std::isnan(n)) {
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return folly::to<string>(n);
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}
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const double absValue = fabs(n);
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const ScaleInfo* scale = scales;
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while (absValue < scale[0].boundary && scale[1].suffix != nullptr) {
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++scale;
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}
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const double scaledValue = n / scale->boundary;
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return stringPrintf("%.*f%s", decimals, scaledValue, scale->suffix);
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}
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static string readableTime(double n, unsigned int decimals) {
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return humanReadable(n, decimals, kTimeSuffixes);
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}
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static string metricReadable(double n, unsigned int decimals) {
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return humanReadable(n, decimals, kMetricSuffixes);
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}
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namespace {
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class BenchmarkResultsPrinter {
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public:
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BenchmarkResultsPrinter() = default;
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explicit BenchmarkResultsPrinter(std::set<std::string> counterNames)
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: counterNames_(std::move(counterNames)),
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namesLength_{std::accumulate(
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counterNames_.begin(),
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counterNames_.end(),
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size_t{0},
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[](size_t acc, auto&& name) { return acc + 2 + name.length(); })} {}
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static constexpr unsigned int columns{76};
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void separator(char pad) {
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puts(string(columns + namesLength_, pad).c_str());
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}
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void header(const string& file) {
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separator('=');
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printf("%-*srelative time/iter iters/s", columns - 28, file.c_str());
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for (auto const& name : counterNames_) {
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printf(" %s", name.c_str());
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}
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printf("\n");
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separator('=');
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}
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void print(const vector<detail::BenchmarkResult>& data) {
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for (auto& datum : data) {
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auto file = datum.file;
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if (file != lastFile_) {
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// New file starting
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header(file);
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lastFile_ = file;
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}
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string s = datum.name;
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if (s == "-") {
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separator('-');
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continue;
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}
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bool useBaseline /* = void */;
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if (s[0] == '%') {
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s.erase(0, 1);
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useBaseline = true;
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} else {
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baselineNsPerIter_ = datum.timeInNs;
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useBaseline = false;
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}
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s.resize(columns - 29, ' ');
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auto nsPerIter = datum.timeInNs;
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auto secPerIter = nsPerIter / 1E9;
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auto itersPerSec = (secPerIter == 0)
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? std::numeric_limits<double>::infinity()
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: (1 / secPerIter);
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if (!useBaseline) {
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// Print without baseline
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printf(
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"%*s %9s %7s",
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static_cast<int>(s.size()),
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s.c_str(),
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readableTime(secPerIter, 2).c_str(),
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metricReadable(itersPerSec, 2).c_str());
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} else {
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// Print with baseline
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auto rel = baselineNsPerIter_ / nsPerIter * 100.0;
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printf(
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"%*s %7.2f%% %9s %7s",
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static_cast<int>(s.size()),
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s.c_str(),
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rel,
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readableTime(secPerIter, 2).c_str(),
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metricReadable(itersPerSec, 2).c_str());
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}
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for (auto const& name : counterNames_) {
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if (auto ptr = folly::get_ptr(datum.counters, name)) {
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switch (ptr->type) {
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case UserMetric::Type::TIME:
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printf(
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" %-*s",
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int(name.length()),
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readableTime(ptr->value, 2).c_str());
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break;
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case UserMetric::Type::METRIC:
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printf(
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" %-*s",
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int(name.length()),
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metricReadable(ptr->value, 2).c_str());
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break;
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case UserMetric::Type::CUSTOM:
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default:
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printf(" %-*" PRId64, int(name.length()), ptr->value);
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}
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} else {
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printf(" %-*s", int(name.length()), "NaN");
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}
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}
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printf("\n");
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}
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}
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private:
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std::set<std::string> counterNames_;
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size_t namesLength_{0};
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double baselineNsPerIter_{numeric_limits<double>::max()};
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string lastFile_;
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};
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} // namespace
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static void printBenchmarkResultsAsJson(
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const vector<detail::BenchmarkResult>& data) {
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dynamic d = dynamic::object;
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for (auto& datum : data) {
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d[datum.name] = datum.timeInNs * 1000.;
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}
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printf("%s\n", toPrettyJson(d).c_str());
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}
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static void printBenchmarkResultsAsVerboseJson(
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const vector<detail::BenchmarkResult>& data) {
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dynamic d;
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benchmarkResultsToDynamic(data, d);
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printf("%s\n", toPrettyJson(d).c_str());
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}
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static void printBenchmarkResults(const vector<detail::BenchmarkResult>& data) {
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if (FLAGS_json_verbose) {
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printBenchmarkResultsAsVerboseJson(data);
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return;
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} else if (FLAGS_json) {
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printBenchmarkResultsAsJson(data);
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return;
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}
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CHECK(FLAGS_json_verbose || FLAGS_json) << "Cannot print benchmark results";
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}
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void benchmarkResultsToDynamic(
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const vector<detail::BenchmarkResult>& data,
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dynamic& out) {
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out = dynamic::array;
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for (auto& datum : data) {
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if (!datum.counters.empty()) {
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dynamic obj = dynamic::object;
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for (auto& counter : datum.counters) {
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dynamic counterInfo = dynamic::object;
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counterInfo["value"] = counter.second.value;
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counterInfo["type"] = static_cast<int>(counter.second.type);
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obj[counter.first] = counterInfo;
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}
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out.push_back(
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dynamic::array(datum.file, datum.name, datum.timeInNs, obj));
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} else {
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out.push_back(dynamic::array(datum.file, datum.name, datum.timeInNs));
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}
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}
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}
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void benchmarkResultsFromDynamic(
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const dynamic& d,
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vector<detail::BenchmarkResult>& results) {
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for (auto& datum : d) {
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results.push_back({datum[0].asString(),
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datum[1].asString(),
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datum[2].asDouble(),
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UserCounters{}});
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}
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}
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static pair<StringPiece, StringPiece> resultKey(
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const detail::BenchmarkResult& result) {
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return pair<StringPiece, StringPiece>(result.file, result.name);
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}
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void printResultComparison(
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const vector<detail::BenchmarkResult>& base,
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const vector<detail::BenchmarkResult>& test) {
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map<pair<StringPiece, StringPiece>, double> baselines;
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for (auto& baseResult : base) {
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baselines[resultKey(baseResult)] = baseResult.timeInNs;
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}
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//
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// Width available
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static const unsigned int columns = 76;
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// Compute the longest benchmark name
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size_t longestName = 0;
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for (auto& datum : test) {
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longestName = max(longestName, datum.name.size());
|
||
|
}
|
||
|
|
||
|
// Print a horizontal rule
|
||
|
auto separator = [&](char pad) { puts(string(columns, pad).c_str()); };
|
||
|
|
||
|
// Print header for a file
|
||
|
auto header = [&](const string& file) {
|
||
|
separator('=');
|
||
|
printf("%-*srelative time/iter iters/s", columns - 28, file.c_str());
|
||
|
separator('=');
|
||
|
};
|
||
|
|
||
|
string lastFile;
|
||
|
|
||
|
for (auto& datum : test) {
|
||
|
folly::Optional<double> baseline =
|
||
|
folly::get_optional(baselines, resultKey(datum));
|
||
|
auto file = datum.file;
|
||
|
if (file != lastFile) {
|
||
|
// New file starting
|
||
|
header(file);
|
||
|
lastFile = file;
|
||
|
}
|
||
|
|
||
|
string s = datum.name;
|
||
|
if (s == "-") {
|
||
|
separator('-');
|
||
|
continue;
|
||
|
}
|
||
|
if (s[0] == '%') {
|
||
|
s.erase(0, 1);
|
||
|
}
|
||
|
s.resize(columns - 29, ' ');
|
||
|
auto nsPerIter = datum.timeInNs;
|
||
|
auto secPerIter = nsPerIter / 1E9;
|
||
|
auto itersPerSec = (secPerIter == 0)
|
||
|
? std::numeric_limits<double>::infinity()
|
||
|
: (1 / secPerIter);
|
||
|
if (!baseline) {
|
||
|
// Print without baseline
|
||
|
printf(
|
||
|
"%*s %9s %7s\n",
|
||
|
static_cast<int>(s.size()),
|
||
|
s.c_str(),
|
||
|
readableTime(secPerIter, 2).c_str(),
|
||
|
metricReadable(itersPerSec, 2).c_str());
|
||
|
} else {
|
||
|
// Print with baseline
|
||
|
auto rel = *baseline / nsPerIter * 100.0;
|
||
|
printf(
|
||
|
"%*s %7.2f%% %9s %7s\n",
|
||
|
static_cast<int>(s.size()),
|
||
|
s.c_str(),
|
||
|
rel,
|
||
|
readableTime(secPerIter, 2).c_str(),
|
||
|
metricReadable(itersPerSec, 2).c_str());
|
||
|
}
|
||
|
}
|
||
|
separator('=');
|
||
|
}
|
||
|
|
||
|
void checkRunMode() {
|
||
|
if (folly::kIsDebug || folly::kIsSanitize) {
|
||
|
std::cerr << "WARNING: Benchmark running "
|
||
|
<< (folly::kIsDebug ? "in DEBUG mode" : "with SANITIZERS")
|
||
|
<< std::endl;
|
||
|
}
|
||
|
}
|
||
|
|
||
|
void runBenchmarks() {
|
||
|
CHECK(!benchmarks().empty());
|
||
|
|
||
|
checkRunMode();
|
||
|
|
||
|
vector<detail::BenchmarkResult> results;
|
||
|
results.reserve(benchmarks().size() - 1);
|
||
|
|
||
|
std::unique_ptr<boost::regex> bmRegex;
|
||
|
if (!FLAGS_bm_regex.empty()) {
|
||
|
bmRegex = std::make_unique<boost::regex>(FLAGS_bm_regex);
|
||
|
}
|
||
|
|
||
|
// PLEASE KEEP QUIET. MEASUREMENTS IN PROGRESS.
|
||
|
|
||
|
size_t baselineIndex = getGlobalBenchmarkBaselineIndex();
|
||
|
|
||
|
auto const globalBaseline =
|
||
|
runBenchmarkGetNSPerIteration(benchmarks()[baselineIndex].func, 0);
|
||
|
|
||
|
bool useCounter =
|
||
|
std::any_of(benchmarks().begin(), benchmarks().end(), [](const auto& bm) {
|
||
|
return bm.useCounter;
|
||
|
});
|
||
|
BenchmarkResultsPrinter printer;
|
||
|
std::set<std::string> counterNames;
|
||
|
FOR_EACH_RANGE (i, 0, benchmarks().size()) {
|
||
|
if (i == baselineIndex) {
|
||
|
continue;
|
||
|
}
|
||
|
std::pair<double, UserCounters> elapsed;
|
||
|
auto& bm = benchmarks()[i];
|
||
|
if (bm.name != "-") { // skip separators
|
||
|
if (bmRegex && !boost::regex_search(bm.name, *bmRegex)) {
|
||
|
continue;
|
||
|
}
|
||
|
elapsed = runBenchmarkGetNSPerIteration(bm.func, globalBaseline.first);
|
||
|
}
|
||
|
|
||
|
// if customized user counters is used, it cannot print the result in real
|
||
|
// time as it needs to run all cases first to know the complete set of
|
||
|
// counters have been used, then the header can be printed out properly
|
||
|
if (!FLAGS_json_verbose && !FLAGS_json && !useCounter) {
|
||
|
printer.print({{bm.file, bm.name, elapsed.first, elapsed.second}});
|
||
|
} else {
|
||
|
results.push_back({bm.file, bm.name, elapsed.first, elapsed.second});
|
||
|
}
|
||
|
|
||
|
// get all counter names
|
||
|
for (auto const& kv : elapsed.second) {
|
||
|
counterNames.insert(kv.first);
|
||
|
}
|
||
|
}
|
||
|
|
||
|
// PLEASE MAKE NOISE. MEASUREMENTS DONE.
|
||
|
if (FLAGS_json_verbose || FLAGS_json) {
|
||
|
printBenchmarkResults(results);
|
||
|
} else {
|
||
|
printer = BenchmarkResultsPrinter{std::move(counterNames)};
|
||
|
printer.print(results);
|
||
|
printer.separator('=');
|
||
|
}
|
||
|
|
||
|
checkRunMode();
|
||
|
}
|
||
|
|
||
|
} // namespace folly
|