opencv/modules/core/perf/perf_mat.cpp
Tomoaki Teshima 3cbe60cca2 Merge pull request #9753 from tomoaki0705:universalMatmul
* add accuracy test and performance check for matmul
  * add performance tests for transform and dotProduct
  * add test Core_TransformLargeTest for 8u version of transform

* remove raw SSE2/NEON implementation from matmul.cpp
  * use universal intrinsic instead of raw intrinsic
  * remove unused templated function
  * add v_matmuladd which multiply 3x3 matrix and add 3x1 vector
  * add v_rotate_left/right in universal intrinsic
  * suppress intrinsic on some function and platform
  * add pure SW implementation of new universal intrinsics
  * add test for new universal intrinsics

* core: prevent memory access after the end of buffer

* fix perf tests
2017-11-20 15:56:53 +03:00

127 lines
3.3 KiB
C++

#include "perf_precomp.hpp"
using namespace std;
using namespace cv;
using namespace perf;
using std::tr1::make_tuple;
using std::tr1::get;
PERF_TEST_P(Size_MatType, Mat_Eye,
testing::Combine(testing::Values(TYPICAL_MAT_SIZES),
testing::Values(TYPICAL_MAT_TYPES))
)
{
Size size = get<0>(GetParam());
int type = get<1>(GetParam());
Mat diagonalMatrix(size.height, size.width, type);
declare.out(diagonalMatrix);
int runs = (size.width <= 640) ? 15 : 5;
TEST_CYCLE_MULTIRUN(runs)
{
diagonalMatrix = Mat::eye(size, type);
}
SANITY_CHECK(diagonalMatrix, 1);
}
PERF_TEST_P(Size_MatType, Mat_Zeros,
testing::Combine(testing::Values(TYPICAL_MAT_SIZES),
testing::Values(TYPICAL_MAT_TYPES, CV_32FC3))
)
{
Size size = get<0>(GetParam());
int type = get<1>(GetParam());
Mat zeroMatrix(size.height, size.width, type);
declare.out(zeroMatrix);
int runs = (size.width <= 640) ? 15 : 5;
TEST_CYCLE_MULTIRUN(runs)
{
zeroMatrix = Mat::zeros(size, type);
}
SANITY_CHECK(zeroMatrix, 1);
}
PERF_TEST_P(Size_MatType, Mat_Clone,
testing::Combine(testing::Values(TYPICAL_MAT_SIZES),
testing::Values(TYPICAL_MAT_TYPES))
)
{
Size size = get<0>(GetParam());
int type = get<1>(GetParam());
Mat source(size.height, size.width, type);
Mat destination(size.height, size.width, type);;
declare.in(source, WARMUP_RNG).out(destination);
TEST_CYCLE()
{
source.clone();
}
destination = source.clone();
SANITY_CHECK(destination, 1);
}
PERF_TEST_P(Size_MatType, Mat_Clone_Roi,
testing::Combine(testing::Values(TYPICAL_MAT_SIZES),
testing::Values(TYPICAL_MAT_TYPES))
)
{
Size size = get<0>(GetParam());
int type = get<1>(GetParam());
unsigned int width = size.width;
unsigned int height = size.height;
Mat source(height, width, type);
Mat destination(size.height/2, size.width/2, type);
declare.in(source, WARMUP_RNG).out(destination);
Mat roi(source, Rect(width/4, height/4, 3*width/4, 3*height/4));
TEST_CYCLE()
{
roi.clone();
}
destination = roi.clone();
SANITY_CHECK(destination, 1);
}
///////////// Transform ////////////////////////
PERF_TEST_P(Size_MatType, Mat_Transform,
testing::Combine(testing::Values(TYPICAL_MAT_SIZES),
testing::Values(CV_8UC3, CV_8SC3, CV_16UC3, CV_16SC3, CV_32SC3, CV_32FC3, CV_64FC3))
)
{
const Size_MatType_t params = GetParam();
const Size srcSize0 = get<0>(params);
const Size srcSize = Size(1, srcSize0.width*srcSize0.height);
const int type = get<1>(params);
const float transform[] = { 0.5f, 0.f, 0.86602540378f, 128,
0.f, 1.f, 0.f, -64,
0.86602540378f, 0.f, 0.5f, 32,};
Mat mtx(Size(4, 3), CV_32FC1, (void*)transform);
Mat src(srcSize, type), dst(srcSize, type);
randu(src, 0, 30);
declare.in(src).out(dst);
TEST_CYCLE()
{
cv::transform(src, dst, mtx);
}
SANITY_CHECK(dst, 1e-6, ERROR_RELATIVE);
}