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#include "../../algorithms/combinatorialthresholder.h"
#include "../../algorithms/polarizationstatistics.h"
#include "../../algorithms/testsetgenerator.h"
#include "../../algorithms/thresholdconfig.h"
#include "../../algorithms/siroperator.h"
#include "../../algorithms/sumthreshold.h"
#include "../../algorithms/sumthresholdmissing.h"
#include "../../lua/telescopefile.h"
#include "../../structures/timefrequencydata.h"
#include "../../util/logger.h"
#include "../../util/stopwatch.h"
#include <boost/test/unit_test.hpp>
using algorithms::BackgroundTestSet;
using algorithms::RFITestSet;
using algorithms::SumThreshold;
using algorithms::SumThresholdMissing;
using algorithms::TestSetGenerator;
using algorithms::ThresholdConfig;
namespace {
constexpr size_t nRepeats = 3;
constexpr size_t width = 50000, height = 256;
} // namespace
BOOST_AUTO_TEST_SUITE(default_strategy_speed,
*boost::unit_test::label("experiment") *
boost::unit_test::disabled())
TimeFrequencyData prepareData() {
TimeFrequencyData data = TestSetGenerator::MakeTestSet(
RFITestSet::GaussianBursts, BackgroundTestSet::Empty, width, height);
return data.Make(TimeFrequencyData::AmplitudePart);
}
BOOST_AUTO_TEST_CASE(time_masked_sumthreshold_full) {
TimeFrequencyData data = prepareData();
ThresholdConfig config;
config.InitializeLengthsDefault(9);
const num_t stddev = data.GetSingleImage()->GetStdDev();
config.InitializeThresholdsFromFirstThreshold(6.0 * stddev,
ThresholdConfig::Rayleigh);
Image2DCPtr image = data.GetSingleImage();
Mask2D zero = Mask2D::MakeSetMask<false>(image->Width(), image->Height());
Mask2D mask(zero);
double t = 0.0;
for (size_t i = 0; i != 10; ++i) {
Stopwatch watch(true);
config.ExecuteWithMissing(image.get(), &mask, &zero, true, 1.0, 1.0);
t += watch.Seconds();
mask = zero;
}
std::cout << "10 runs: " << t << '\n';
}
BOOST_AUTO_TEST_CASE(time_sumthreshold_n_hori) {
TimeFrequencyData data = prepareData();
ThresholdConfig config;
config.InitializeLengthsDefault(9);
const num_t stddev = data.GetSingleImage()->GetStdDev();
config.InitializeThresholdsFromFirstThreshold(6.0 * stddev,
ThresholdConfig::Rayleigh);
double hor = 0.0, sseHor = 0.0, avxHorDumas = 0.0, selectedHor = 0.0,
missing = 0.0;
for (unsigned i = 0; i < 9; ++i) {
const unsigned length = config.GetHorizontalLength(i);
const double threshold = config.GetHorizontalThreshold(i);
Image2DCPtr input = data.GetSingleImage();
Mask2D scratch = Mask2D::MakeUnsetMask(input->Width(), input->Height());
SumThreshold::VerticalScratch vScratch(input->Width(), input->Height());
Mask2D mask(*data.GetSingleMask()), maskInp;
Mask2D zero = Mask2D::MakeSetMask<false>(mask.Width(), mask.Height());
Stopwatch watch(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::HorizontalLargeReference(input.get(), &maskInp, &scratch,
length, threshold);
}
hor += watch.Seconds();
Logger::Info << "Horizontal, length " << length << ": " << watch.ToString()
<< '\n';
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThresholdMissing::Horizontal(*input, maskInp, zero, scratch, length,
threshold);
}
missing += watch.Seconds();
Logger::Info << "Horizontal with missing, length " << length << ": "
<< watch.ToString() << '\n';
#if defined(__SSE__) || defined(__x86_64__)
if (__builtin_cpu_supports("sse")) {
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::HorizontalLargeSSE(input.get(), &maskInp, &scratch,
length, threshold);
}
sseHor += watch.Seconds();
Logger::Info << "SSE Horizontal, length " << length << ": "
<< watch.ToString() << '\n';
}
#endif
#if defined(__AVX2__) || defined(__x86_64__)
if (__builtin_cpu_supports("avx2")) {
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::HorizontalAVXDumas(input.get(), &maskInp, length,
threshold);
}
avxHorDumas += watch.Seconds();
Logger::Info << "AVX Horizontal Dumas, length " << length << ": "
<< watch.ToString() << '\n';
}
#endif
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::HorizontalLarge(input.get(), &maskInp, &scratch, length,
threshold);
}
selectedHor += watch.Seconds();
Logger::Info << "Selected horizontal, length " << length << ": "
<< watch.ToString() << '\n';
Logger::Info << "Summed values:\n"
<< "- Horizontal ref : " << hor << "\n"
<< "- Horizontal missing : " << missing << "\n"
<< "- Horizontal SSE : " << sseHor << "\n"
<< "- Horizontal AVX D: " << avxHorDumas << "\n"
<< "- Selected horiz : " << selectedHor << "\n";
}
}
BOOST_AUTO_TEST_CASE(time_sumthreshold_n_vert) {
TimeFrequencyData data = prepareData();
ThresholdConfig config;
config.InitializeLengthsDefault(9);
const num_t stddev = data.GetSingleImage()->GetStdDev();
config.InitializeThresholdsFromFirstThreshold(6.0 * stddev,
ThresholdConfig::Rayleigh);
double vert = 0.0, sseVert = 0.0, avxVert = 0.0, avxVertDumas = 0.0,
missingRef = 0.0, missingStacked = 0.0, missingConsecutive = 0.0,
selectedVer = 0.0;
for (unsigned i = 0; i < 9; ++i) {
const unsigned length = config.GetHorizontalLength(i);
const double threshold = config.GetHorizontalThreshold(i);
Image2DCPtr input = data.GetSingleImage();
Mask2D scratch = Mask2D::MakeUnsetMask(input->Width(), input->Height());
SumThreshold::VerticalScratch vScratch(input->Width(), input->Height());
Mask2D mask(*data.GetSingleMask()), maskInp;
Mask2D zero = Mask2D::MakeSetMask<false>(mask.Width(), mask.Height());
Stopwatch watch(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::VerticalLargeReference(input.get(), &maskInp, &scratch,
length, threshold);
}
vert += watch.Seconds();
Logger::Info << "Vertical, length " << length << ": " << watch.ToString()
<< '\n';
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThresholdMissing::VerticalReference(*input, maskInp, zero, scratch,
length, threshold);
}
missingRef += watch.Seconds();
Logger::Info << "Vertical missing ref, length " << length << ": "
<< watch.ToString() << '\n';
mask = *data.GetSingleMask();
watch.Reset(true);
SumThresholdMissing::VerticalCache vCache;
SumThresholdMissing::InitializeVertical(vCache, *input, zero);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThresholdMissing::VerticalStacked(vCache, *input, maskInp, zero,
scratch, length, threshold);
}
missingStacked += watch.Seconds();
Logger::Info << "Vertical missing stacked, length " << length << ": "
<< watch.ToString() << '\n';
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThresholdMissing::VerticalConsecutive(*input, maskInp, zero, scratch,
length, threshold);
}
missingConsecutive += watch.Seconds();
Logger::Info << "Vertical missing consecutive, length " << length << ": "
<< watch.ToString() << '\n';
#if defined(__SSE__) || defined(__x86_64__)
if (__builtin_cpu_supports("sse")) {
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::VerticalLargeSSE(input.get(), &maskInp, &scratch, length,
threshold);
}
sseVert += watch.Seconds();
Logger::Info << "SSE Vertical, length " << length << ": "
<< watch.ToString() << '\n';
}
#endif
#if defined(__AVX2__) || defined(__x86_64__)
if (__builtin_cpu_supports("avx2")) {
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::VerticalLargeAVX(input.get(), &maskInp, &scratch, length,
threshold);
}
avxVert += watch.Seconds();
Logger::Info << "AVX Vertical, length " << length << ": "
<< watch.ToString() << '\n';
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::VerticalAVXDumas(input.get(), &maskInp, &vScratch, length,
threshold);
}
avxVertDumas += watch.Seconds();
Logger::Info << "AVX Vertical Dumas, length " << length << ": "
<< watch.ToString() << '\n';
}
#endif
mask = *data.GetSingleMask();
watch.Reset(true);
for (size_t j = 0; j != nRepeats; ++j) {
maskInp = mask;
SumThreshold::VerticalLarge(input.get(), &maskInp, &scratch, &vScratch,
length, threshold);
}
selectedVer += watch.Seconds();
Logger::Info << "Selected vertical, length " << length << ": "
<< watch.ToString() << '\n';
Logger::Info << "Summed values:\n"
<< "- Vertical ref : " << vert << "\n"
<< "- Vertical missing ref: " << missingRef << "\n"
<< "- Vertical m. stacked : " << missingStacked << "\n"
<< "- Vertical m. consec : " << missingConsecutive << "\n"
<< "- Vertical SSE : " << sseVert << "\n"
<< "- Vertical AVX : " << avxVert << "\n"
<< "- Vertical AVX D : " << avxVertDumas << "\n"
<< "- Selected vertic : " << selectedVer << "\n";
}
}
BOOST_AUTO_TEST_SUITE_END()
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