opencv/modules/gpu/perf/perf_core.cpp

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#include "perf_precomp.hpp"
using namespace std;
using namespace testing;
namespace {
#define ARITHM_MAT_DEPTH Values(CV_8U, CV_16U, CV_32F, CV_64F)
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//////////////////////////////////////////////////////////////////////
// Merge
PERF_TEST_P(Sz_Depth_Cn, Core_Merge, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH, Values(2, 3, 4)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int channels = GET_PARAM(2);
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std::vector<cv::Mat> src(channels);
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for (int i = 0; i < channels; ++i)
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src[i] = cv::Mat(size, depth, cv::Scalar::all(i));
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if (PERF_RUN_GPU())
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{
std::vector<cv::gpu::GpuMat> d_src(channels);
for (int i = 0; i < channels; ++i)
d_src[i].upload(src[i]);
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cv::gpu::GpuMat d_dst;
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cv::gpu::merge(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::merge(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::merge(src, dst);
TEST_CYCLE()
{
cv::merge(src, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// Split
PERF_TEST_P(Sz_Depth_Cn, Core_Split, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH, Values(2, 3, 4)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int channels = GET_PARAM(2);
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cv::Mat src(size, CV_MAKE_TYPE(depth, channels), cv::Scalar(1, 2, 3, 4));
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
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std::vector<cv::gpu::GpuMat> d_dst;
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cv::gpu::split(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::split(d_src, d_dst);
}
cv::gpu::GpuMat first = d_dst[0];
GPU_SANITY_CHECK(first);
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}
else
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{
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std::vector<cv::Mat> dst;
cv::split(src, dst);
TEST_CYCLE()
{
cv::split(src, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// AddMat
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PERF_TEST_P(Sz_Depth, Core_AddMat, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::add(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::add(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::add(src1, src2, dst);
TEST_CYCLE()
{
cv::add(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// AddScalar
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PERF_TEST_P(Sz_Depth, Core_AddScalar, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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cv::Scalar s(1, 2, 3, 4);
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::add(d_src, s, d_dst);
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TEST_CYCLE()
{
cv::gpu::add(d_src, s, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::add(src, s, dst);
TEST_CYCLE()
{
cv::add(src, s, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// SubtractMat
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PERF_TEST_P(Sz_Depth, Core_SubtractMat, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::subtract(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::subtract(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::subtract(src1, src2, dst);
TEST_CYCLE()
{
cv::subtract(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// SubtractScalar
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PERF_TEST_P(Sz_Depth, Core_SubtractScalar, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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cv::Scalar s(1, 2, 3, 4);
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::subtract(d_src, s, d_dst);
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TEST_CYCLE()
{
cv::gpu::subtract(d_src, s, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::subtract(src, s, dst);
TEST_CYCLE()
{
cv::subtract(src, s, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// MultiplyMat
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PERF_TEST_P(Sz_Depth, Core_MultiplyMat, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::multiply(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::multiply(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::multiply(src1, src2, dst);
TEST_CYCLE()
{
cv::multiply(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// MultiplyScalar
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PERF_TEST_P(Sz_Depth, Core_MultiplyScalar, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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cv::Scalar s(1, 2, 3, 4);
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::multiply(d_src, s, d_dst);
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TEST_CYCLE()
{
cv::gpu::multiply(d_src, s, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::multiply(src, s, dst);
TEST_CYCLE()
{
cv::multiply(src, s, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// DivideMat
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PERF_TEST_P(Sz_Depth, Core_DivideMat, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::divide(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::divide(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::divide(src1, src2, dst);
TEST_CYCLE()
{
cv::divide(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// DivideScalar
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PERF_TEST_P(Sz_Depth, Core_DivideScalar, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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cv::Scalar s(1, 2, 3, 4);
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::divide(d_src, s, d_dst);
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TEST_CYCLE()
{
cv::gpu::divide(d_src, s, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::divide(src, s, dst);
TEST_CYCLE()
{
cv::divide(src, s, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// DivideScalarInv
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PERF_TEST_P(Sz_Depth, Core_DivideScalarInv, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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double s = 100.0;
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::divide(s, d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::divide(s, d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::divide(s, src, dst);
TEST_CYCLE()
{
cv::divide(s, src, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// AbsDiffMat
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PERF_TEST_P(Sz_Depth, Core_AbsDiffMat, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::absdiff(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::absdiff(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::absdiff(src1, src2, dst);
TEST_CYCLE()
{
cv::absdiff(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// AbsDiffScalar
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PERF_TEST_P(Sz_Depth, Core_AbsDiffScalar, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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cv::Scalar s(1, 2, 3, 4);
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::absdiff(d_src, s, d_dst);
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TEST_CYCLE()
{
cv::gpu::absdiff(d_src, s, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::absdiff(src, s, dst);
TEST_CYCLE()
{
cv::absdiff(src, s, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// Abs
PERF_TEST_P(Sz_Depth, Core_Abs, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_16S, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::abs(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::abs(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// Sqr
PERF_TEST_P(Sz_Depth, Core_Sqr, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16S, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::sqr(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::sqr(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// Sqrt
PERF_TEST_P(Sz_Depth, Core_Sqrt, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16S, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::sqrt(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::sqrt(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::sqrt(src, dst);
TEST_CYCLE()
{
cv::sqrt(src, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// Log
PERF_TEST_P(Sz_Depth, Core_Log, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16S, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src, 1.0, 255.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::log(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::log(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::log(src, dst);
TEST_CYCLE()
{
cv::log(src, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// Exp
PERF_TEST_P(Sz_Depth, Core_Exp, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16S, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src, 1.0, 10.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::exp(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::exp(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::exp(src, dst);
TEST_CYCLE()
{
cv::exp(src, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// Pow
DEF_PARAM_TEST(Sz_Depth_Power, cv::Size, MatDepth, double);
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PERF_TEST_P(Sz_Depth_Power, Core_Pow, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16S, CV_32F), Values(0.3, 2.0, 2.4)))
{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const double power = GET_PARAM(2);
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cv::Mat src(size, depth);
fillRandom(src, 1.0, 10.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::pow(d_src, power, d_dst);
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TEST_CYCLE()
{
cv::gpu::pow(d_src, power, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::pow(src, power, dst);
TEST_CYCLE()
{
cv::pow(src, power, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// CompareMat
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CV_ENUM(CmpCode, cv::CMP_EQ, cv::CMP_GT, cv::CMP_GE, cv::CMP_LT, cv::CMP_LE, cv::CMP_NE)
#define ALL_CMP_CODES ValuesIn(CmpCode::all())
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DEF_PARAM_TEST(Sz_Depth_Code, cv::Size, MatDepth, CmpCode);
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PERF_TEST_P(Sz_Depth_Code, Core_CompareMat, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH, ALL_CMP_CODES))
{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int cmp_code = GET_PARAM(2);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::compare(d_src1, d_src2, d_dst, cmp_code);
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TEST_CYCLE()
{
cv::gpu::compare(d_src1, d_src2, d_dst, cmp_code);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::compare(src1, src2, dst, cmp_code);
TEST_CYCLE()
{
cv::compare(src1, src2, dst, cmp_code);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// CompareScalar
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PERF_TEST_P(Sz_Depth_Code, Core_CompareScalar, Combine(GPU_TYPICAL_MAT_SIZES, ARITHM_MAT_DEPTH, ALL_CMP_CODES))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int cmp_code = GET_PARAM(2);
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cv::Mat src(size, depth);
fillRandom(src);
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cv::Scalar s = cv::Scalar::all(100);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::compare(d_src, s, d_dst, cmp_code);
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TEST_CYCLE()
{
cv::gpu::compare(d_src, s, d_dst, cmp_code);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::compare(src, s, dst, cmp_code);
TEST_CYCLE()
{
cv::compare(src, s, dst, cmp_code);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// BitwiseNot
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PERF_TEST_P(Sz_Depth, Core_BitwiseNot, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::bitwise_not(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::bitwise_not(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::bitwise_not(src, dst);
TEST_CYCLE()
{
cv::bitwise_not(src, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// BitwiseAndMat
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PERF_TEST_P(Sz_Depth, Core_BitwiseAndMat, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::bitwise_and(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::bitwise_and(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::bitwise_and(src1, src2, dst);
TEST_CYCLE()
{
cv::bitwise_and(src1, src2, dst);
}
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}
}
//////////////////////////////////////////////////////////////////////
// BitwiseAndScalar
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PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseAndScalar, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S), GPU_CHANNELS_1_3_4))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int channels = GET_PARAM(2);
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const int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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cv::Scalar s = cv::Scalar::all(100);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::bitwise_and(d_src, s, d_dst);
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TEST_CYCLE()
{
cv::gpu::bitwise_and(d_src, s, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::bitwise_and(src, s, dst);
TEST_CYCLE()
{
cv::bitwise_and(src, s, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// BitwiseOrMat
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PERF_TEST_P(Sz_Depth, Core_BitwiseOrMat, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::bitwise_or(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::bitwise_or(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::bitwise_or(src1, src2, dst);
TEST_CYCLE()
{
cv::bitwise_or(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// BitwiseOrScalar
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PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseOrScalar, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S), GPU_CHANNELS_1_3_4))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int channels = GET_PARAM(2);
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const int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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cv::Scalar s = cv::Scalar::all(100);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::bitwise_or(d_src, s, d_dst);
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TEST_CYCLE()
{
cv::gpu::bitwise_or(d_src, s, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::bitwise_or(src, s, dst);
TEST_CYCLE()
{
cv::bitwise_or(src, s, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// BitwiseXorMat
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PERF_TEST_P(Sz_Depth, Core_BitwiseXorMat, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::bitwise_xor(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::bitwise_xor(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::bitwise_xor(src1, src2, dst);
TEST_CYCLE()
{
cv::bitwise_xor(src1, src2, dst);
}
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}
}
//////////////////////////////////////////////////////////////////////
// BitwiseXorScalar
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PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseXorScalar, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S), GPU_CHANNELS_1_3_4))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int channels = GET_PARAM(2);
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const int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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cv::Scalar s = cv::Scalar::all(100);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::bitwise_xor(d_src, s, d_dst);
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TEST_CYCLE()
{
cv::gpu::bitwise_xor(d_src, s, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::bitwise_xor(src, s, dst);
TEST_CYCLE()
{
cv::bitwise_xor(src, s, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// RShift
PERF_TEST_P(Sz_Depth_Cn, Core_RShift, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S), GPU_CHANNELS_1_3_4))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int channels = GET_PARAM(2);
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const int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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const cv::Scalar_<int> val = cv::Scalar_<int>::all(4);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::rshift(d_src, val, d_dst);
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TEST_CYCLE()
{
cv::gpu::rshift(d_src, val, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// LShift
PERF_TEST_P(Sz_Depth_Cn, Core_LShift, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32S), GPU_CHANNELS_1_3_4))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
const int channels = GET_PARAM(2);
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const int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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const cv::Scalar_<int> val = cv::Scalar_<int>::all(4);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::lshift(d_src, val, d_dst);
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TEST_CYCLE()
{
cv::gpu::lshift(d_src, val, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// MinMat
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PERF_TEST_P(Sz_Depth, Core_MinMat, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::min(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::min(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::min(src1, src2, dst);
TEST_CYCLE()
{
cv::min(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// MinScalar
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PERF_TEST_P(Sz_Depth, Core_MinScalar, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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const double val = 50.0;
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::min(d_src, val, d_dst);
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TEST_CYCLE()
{
cv::gpu::min(d_src, val, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::min(src, val, dst);
TEST_CYCLE()
{
cv::min(src, val, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// MaxMat
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PERF_TEST_P(Sz_Depth, Core_MaxMat, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src1(size, depth);
fillRandom(src1);
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cv::Mat src2(size, depth);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::max(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::max(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::max(src1, src2, dst);
TEST_CYCLE()
{
cv::max(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// MaxScalar
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PERF_TEST_P(Sz_Depth, Core_MaxScalar, Combine(GPU_TYPICAL_MAT_SIZES, Values(CV_8U, CV_16U, CV_32F)))
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{
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const cv::Size size = GET_PARAM(0);
const int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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const double val = 50.0;
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::max(d_src, val, d_dst);
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TEST_CYCLE()
{
cv::gpu::max(d_src, val, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::max(src, val, dst);
TEST_CYCLE()
{
cv::max(src, val, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// AddWeighted
DEF_PARAM_TEST(Sz_3Depth, cv::Size, MatDepth, MatDepth, MatDepth);
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PERF_TEST_P(Sz_3Depth, Core_AddWeighted, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_32F, CV_64F),
Values(CV_8U, CV_16U, CV_32F, CV_64F),
Values(CV_8U, CV_16U, CV_32F, CV_64F)))
{
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const cv::Size size = GET_PARAM(0);
const int depth1 = GET_PARAM(1);
const int depth2 = GET_PARAM(2);
const int dst_depth = GET_PARAM(3);
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cv::Mat src1(size, depth1);
fillRandom(src1);
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cv::Mat src2(size, depth2);
fillRandom(src2);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::addWeighted(d_src1, 0.5, d_src2, 0.5, 10.0, d_dst, dst_depth);
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TEST_CYCLE()
{
cv::gpu::addWeighted(d_src1, 0.5, d_src2, 0.5, 10.0, d_dst, dst_depth);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::addWeighted(src1, 0.5, src2, 0.5, 10.0, dst, dst_depth);
TEST_CYCLE()
{
cv::addWeighted(src1, 0.5, src2, 0.5, 10.0, dst, dst_depth);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// GEMM
CV_FLAGS(GemmFlags, 0, cv::GEMM_1_T, cv::GEMM_2_T, cv::GEMM_3_T)
#define ALL_GEMM_FLAGS Values(0, CV_GEMM_A_T, CV_GEMM_B_T, CV_GEMM_C_T, CV_GEMM_A_T | CV_GEMM_B_T, CV_GEMM_A_T | CV_GEMM_C_T, CV_GEMM_A_T | CV_GEMM_B_T | CV_GEMM_C_T)
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DEF_PARAM_TEST(Sz_Type_Flags, cv::Size, MatType, GemmFlags);
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PERF_TEST_P(Sz_Type_Flags, Core_GEMM, Combine(
Values(cv::Size(512, 512), cv::Size(1024, 1024)),
Values(CV_32FC1, CV_32FC2, CV_64FC1, CV_64FC2),
ALL_GEMM_FLAGS))
{
declare.time(5.0);
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const cv::Size size = GET_PARAM(0);
const int type = GET_PARAM(1);
const int flags = GET_PARAM(2);
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cv::Mat src1(size, type);
fillRandom(src1);
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cv::Mat src2(size, type);
fillRandom(src2);
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cv::Mat src3(size, type);
fillRandom(src3);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_src3(src3);
cv::gpu::GpuMat d_dst;
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cv::gpu::gemm(d_src1, d_src2, 1.0, d_src3, 1.0, d_dst, flags);
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TEST_CYCLE()
{
cv::gpu::gemm(d_src1, d_src2, 1.0, d_src3, 1.0, d_dst, flags);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::gemm(src1, src2, 1.0, src3, 1.0, dst, flags);
declare.time(50.0);
TEST_CYCLE()
{
cv::gemm(src1, src2, 1.0, src3, 1.0, dst, flags);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// Transpose
PERF_TEST_P(Sz_Type, Core_Transpose, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8UC1, CV_8UC4, CV_16UC2, CV_16SC2, CV_32SC1, CV_32SC2, CV_64FC1)))
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{
cv::Size size = GET_PARAM(0);
int type = GET_PARAM(1);
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cv::Mat src(size, type);
fillRandom(src);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::transpose(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::transpose(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::transpose(src, dst);
TEST_CYCLE()
{
cv::transpose(src, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// Flip
enum {FLIP_BOTH = 0, FLIP_X = 1, FLIP_Y = -1};
CV_ENUM(FlipCode, FLIP_BOTH, FLIP_X, FLIP_Y)
#define ALL_FLIP_CODES ValuesIn(FlipCode::all())
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DEF_PARAM_TEST(Sz_Depth_Cn_Code, cv::Size, MatDepth, MatCn, FlipCode);
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PERF_TEST_P(Sz_Depth_Cn_Code, Core_Flip, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_32F),
GPU_CHANNELS_1_3_4,
ALL_FLIP_CODES))
{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
int channels = GET_PARAM(2);
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int flipCode = GET_PARAM(3);
int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::flip(d_src, d_dst, flipCode);
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TEST_CYCLE()
{
cv::gpu::flip(d_src, d_dst, flipCode);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::flip(src, dst, flipCode);
TEST_CYCLE()
{
cv::flip(src, dst, flipCode);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// LutOneChannel
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PERF_TEST_P(Sz_Type, Core_LutOneChannel, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8UC1, CV_8UC3)))
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{
cv::Size size = GET_PARAM(0);
int type = GET_PARAM(1);
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cv::Mat src(size, type);
fillRandom(src);
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cv::Mat lut(1, 256, CV_8UC1);
fillRandom(lut);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::LUT(d_src, lut, d_dst);
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TEST_CYCLE()
{
cv::gpu::LUT(d_src, lut, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::LUT(src, lut, dst);
TEST_CYCLE()
{
cv::LUT(src, lut, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// LutMultiChannel
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PERF_TEST_P(Sz_Type, Core_LutMultiChannel, Combine(
GPU_TYPICAL_MAT_SIZES,
Values<MatType>(CV_8UC3)))
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{
cv::Size size = GET_PARAM(0);
int type = GET_PARAM(1);
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cv::Mat src(size, type);
fillRandom(src);
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cv::Mat lut(1, 256, CV_MAKE_TYPE(CV_8U, src.channels()));
fillRandom(lut);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::LUT(d_src, lut, d_dst);
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TEST_CYCLE()
{
cv::gpu::LUT(d_src, lut, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::LUT(src, lut, dst);
TEST_CYCLE()
{
cv::LUT(src, lut, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// MagnitudeComplex
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PERF_TEST_P(Sz, Core_MagnitudeComplex, GPU_TYPICAL_MAT_SIZES)
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{
cv::Size size = GetParam();
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cv::Mat src(size, CV_32FC2);
fillRandom(src, -100.0, 100.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::magnitude(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::magnitude(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat xy[2];
cv::split(src, xy);
cv::Mat dst;
cv::magnitude(xy[0], xy[1], dst);
TEST_CYCLE()
{
cv::magnitude(xy[0], xy[1], dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// MagnitudeSqrComplex
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PERF_TEST_P(Sz, Core_MagnitudeSqrComplex, GPU_TYPICAL_MAT_SIZES)
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{
cv::Size size = GetParam();
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cv::Mat src(size, CV_32FC2);
fillRandom(src, -100.0, 100.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::magnitudeSqr(d_src, d_dst);
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TEST_CYCLE()
{
cv::gpu::magnitudeSqr(d_src, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// Magnitude
PERF_TEST_P(Sz, Core_Magnitude, GPU_TYPICAL_MAT_SIZES)
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{
cv::Size size = GetParam();
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cv::Mat src1(size, CV_32FC1);
fillRandom(src1, -100.0, 100.0);
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cv::Mat src2(size, CV_32FC1);
fillRandom(src2, -100.0, 100.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::magnitude(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::magnitude(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::magnitude(src1, src2, dst);
TEST_CYCLE()
{
cv::magnitude(src1, src2, dst);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// MagnitudeSqr
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PERF_TEST_P(Sz, Core_MagnitudeSqr, GPU_TYPICAL_MAT_SIZES)
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{
cv::Size size = GetParam();
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cv::Mat src1(size, CV_32FC1);
fillRandom(src1, -100.0, 100.0);
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cv::Mat src2(size, CV_32FC1);
fillRandom(src2, -100.0, 100.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::magnitudeSqr(d_src1, d_src2, d_dst);
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TEST_CYCLE()
{
cv::gpu::magnitudeSqr(d_src1, d_src2, d_dst);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// Phase
DEF_PARAM_TEST(Sz_AngleInDegrees, cv::Size, bool);
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PERF_TEST_P(Sz_AngleInDegrees, Core_Phase, Combine(GPU_TYPICAL_MAT_SIZES, Bool()))
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{
cv::Size size = GET_PARAM(0);
bool angleInDegrees = GET_PARAM(1);
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cv::Mat src1(size, CV_32FC1);
fillRandom(src1, -100.0, 100.0);
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cv::Mat src2(size, CV_32FC1);
fillRandom(src2, -100.0, 100.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_dst;
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cv::gpu::phase(d_src1, d_src2, d_dst, angleInDegrees);
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TEST_CYCLE()
{
cv::gpu::phase(d_src1, d_src2, d_dst, angleInDegrees);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::phase(src1, src2, dst, angleInDegrees);
TEST_CYCLE()
{
cv::phase(src1, src2, dst, angleInDegrees);
}
CPU_SANITY_CHECK(dst);
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}
}
//////////////////////////////////////////////////////////////////////
// CartToPolar
PERF_TEST_P(Sz_AngleInDegrees, Core_CartToPolar, Combine(GPU_TYPICAL_MAT_SIZES, Bool()))
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{
cv::Size size = GET_PARAM(0);
bool angleInDegrees = GET_PARAM(1);
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cv::Mat src1(size, CV_32FC1);
fillRandom(src1, -100.0, 100.0);
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cv::Mat src2(size, CV_32FC1);
fillRandom(src2, -100.0, 100.0);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
cv::gpu::GpuMat d_magnitude;
cv::gpu::GpuMat d_angle;
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cv::gpu::cartToPolar(d_src1, d_src2, d_magnitude, d_angle, angleInDegrees);
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TEST_CYCLE()
{
cv::gpu::cartToPolar(d_src1, d_src2, d_magnitude, d_angle, angleInDegrees);
}
GPU_SANITY_CHECK(d_magnitude);
GPU_SANITY_CHECK(d_angle);
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}
else
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{
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cv::Mat magnitude;
cv::Mat angle;
cv::cartToPolar(src1, src2, magnitude, angle, angleInDegrees);
TEST_CYCLE()
{
cv::cartToPolar(src1, src2, magnitude, angle, angleInDegrees);
}
CPU_SANITY_CHECK(magnitude);
CPU_SANITY_CHECK(angle);
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}
}
//////////////////////////////////////////////////////////////////////
// PolarToCart
PERF_TEST_P(Sz_AngleInDegrees, Core_PolarToCart, Combine(GPU_TYPICAL_MAT_SIZES, Bool()))
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{
cv::Size size = GET_PARAM(0);
bool angleInDegrees = GET_PARAM(1);
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cv::Mat magnitude(size, CV_32FC1);
fillRandom(magnitude, 0.0, 100.0);
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cv::Mat angle(size, CV_32FC1);
fillRandom(angle, 0.0, angleInDegrees ? 360.0 : 2 * CV_PI);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_magnitude(magnitude);
cv::gpu::GpuMat d_angle(angle);
cv::gpu::GpuMat d_x;
cv::gpu::GpuMat d_y;
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cv::gpu::polarToCart(d_magnitude, d_angle, d_x, d_y, angleInDegrees);
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TEST_CYCLE()
{
cv::gpu::polarToCart(d_magnitude, d_angle, d_x, d_y, angleInDegrees);
}
GPU_SANITY_CHECK(d_x);
GPU_SANITY_CHECK(d_y);
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}
else
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{
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cv::Mat x;
cv::Mat y;
cv::polarToCart(magnitude, angle, x, y, angleInDegrees);
TEST_CYCLE()
{
cv::polarToCart(magnitude, angle, x, y, angleInDegrees);
}
CPU_SANITY_CHECK(x);
CPU_SANITY_CHECK(y);
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}
}
//////////////////////////////////////////////////////////////////////
// MeanStdDev
PERF_TEST_P(Sz, Core_MeanStdDev, GPU_TYPICAL_MAT_SIZES)
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{
cv::Size size = GetParam();
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cv::Mat src(size, CV_8UC1);
fillRandom(src);
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cv::Scalar mean;
cv::Scalar stddev;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_buf;
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cv::gpu::meanStdDev(d_src, mean, stddev, d_buf);
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TEST_CYCLE()
{
cv::gpu::meanStdDev(d_src, mean, stddev, d_buf);
}
}
else
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{
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cv::meanStdDev(src, mean, stddev);
TEST_CYCLE()
{
cv::meanStdDev(src, mean, stddev);
}
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}
GPU_SANITY_CHECK(stddev);
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}
//////////////////////////////////////////////////////////////////////
// Norm
DEF_PARAM_TEST(Sz_Depth_Norm, cv::Size, MatDepth, NormType);
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PERF_TEST_P(Sz_Depth_Norm, Core_Norm, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_32S, CV_32F),
Values(NormType(cv::NORM_INF), NormType(cv::NORM_L1), NormType(cv::NORM_L2))))
{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
int normType = GET_PARAM(2);
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cv::Mat src(size, depth);
fillRandom(src);
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double dst;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_buf;
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dst = cv::gpu::norm(d_src, normType, d_buf);
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TEST_CYCLE()
{
dst = cv::gpu::norm(d_src, normType, d_buf);
}
}
else
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{
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dst = cv::norm(src, normType);
TEST_CYCLE()
{
dst = cv::norm(src, normType);
}
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}
SANITY_CHECK(dst);
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}
//////////////////////////////////////////////////////////////////////
// NormDiff
DEF_PARAM_TEST(Sz_Norm, cv::Size, NormType);
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PERF_TEST_P(Sz_Norm, Core_NormDiff, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(NormType(cv::NORM_INF), NormType(cv::NORM_L1), NormType(cv::NORM_L2))))
{
cv::Size size = GET_PARAM(0);
int normType = GET_PARAM(1);
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cv::Mat src1(size, CV_8UC1);
fillRandom(src1);
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cv::Mat src2(size, CV_8UC1);
fillRandom(src2);
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double dst;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src1(src1);
cv::gpu::GpuMat d_src2(src2);
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dst = cv::gpu::norm(d_src1, d_src2, normType);
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TEST_CYCLE()
{
dst = cv::gpu::norm(d_src1, d_src2, normType);
}
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}
else
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{
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dst = cv::norm(src1, src2, normType);
TEST_CYCLE()
{
dst = cv::norm(src1, src2, normType);
}
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}
SANITY_CHECK(dst);
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}
//////////////////////////////////////////////////////////////////////
// Sum
PERF_TEST_P(Sz_Depth_Cn, Core_Sum, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_32F),
GPU_CHANNELS_1_3_4))
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{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
int channels = GET_PARAM(2);
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int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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cv::Scalar dst;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_buf;
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dst = cv::gpu::sum(d_src, d_buf);
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TEST_CYCLE()
{
dst = cv::gpu::sum(d_src, d_buf);
}
}
else
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{
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dst = cv::sum(src);
TEST_CYCLE()
{
dst = cv::sum(src);
}
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}
SANITY_CHECK(dst);
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}
//////////////////////////////////////////////////////////////////////
// SumAbs
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PERF_TEST_P(Sz_Depth_Cn, Core_SumAbs, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_32F),
GPU_CHANNELS_1_3_4))
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{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
int channels = GET_PARAM(2);
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int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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cv::Scalar dst;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_buf;
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dst = cv::gpu::absSum(d_src, d_buf);
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TEST_CYCLE()
{
dst = cv::gpu::absSum(d_src, d_buf);
}
SANITY_CHECK(dst);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// SumSqr
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PERF_TEST_P(Sz_Depth_Cn, Core_SumSqr, Combine(
GPU_TYPICAL_MAT_SIZES,
Values<MatDepth>(CV_8U, CV_16U, CV_32F),
GPU_CHANNELS_1_3_4))
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{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
int channels = GET_PARAM(2);
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int type = CV_MAKE_TYPE(depth, channels);
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cv::Mat src(size, type);
fillRandom(src);
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cv::Scalar dst;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_buf;
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dst = cv::gpu::sqrSum(d_src, d_buf);
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TEST_CYCLE()
{
dst = cv::gpu::sqrSum(d_src, d_buf);
}
SANITY_CHECK(dst);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// MinMax
PERF_TEST_P(Sz_Depth, Core_MinMax, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_32F, CV_64F)))
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{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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double minVal, maxVal;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_buf;
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cv::gpu::minMax(d_src, &minVal, &maxVal, cv::gpu::GpuMat(), d_buf);
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TEST_CYCLE()
{
cv::gpu::minMax(d_src, &minVal, &maxVal, cv::gpu::GpuMat(), d_buf);
}
SANITY_CHECK(minVal);
SANITY_CHECK(maxVal);
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}
else
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{
FAIL() << "No such CPU implementation analogy";
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}
}
//////////////////////////////////////////////////////////////////////
// MinMaxLoc
PERF_TEST_P(Sz_Depth, Core_MinMaxLoc, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_32F, CV_64F)))
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{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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double minVal, maxVal;
cv::Point minLoc, maxLoc;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_valbuf, d_locbuf;
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cv::gpu::minMaxLoc(d_src, &minVal, &maxVal, &minLoc, &maxLoc, cv::gpu::GpuMat(), d_valbuf, d_locbuf);
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TEST_CYCLE()
{
cv::gpu::minMaxLoc(d_src, &minVal, &maxVal, &minLoc, &maxLoc, cv::gpu::GpuMat(), d_valbuf, d_locbuf);
}
}
else
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{
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cv::minMaxLoc(src, &minVal, &maxVal, &minLoc, &maxLoc);
TEST_CYCLE()
{
cv::minMaxLoc(src, &minVal, &maxVal, &minLoc, &maxLoc);
}
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}
SANITY_CHECK(minVal);
SANITY_CHECK(maxVal);
// unsupported by peft system
//SANITY_CHECK(minLoc);
//SANITY_CHECK(maxLoc);
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}
//////////////////////////////////////////////////////////////////////
// CountNonZero
PERF_TEST_P(Sz_Depth, Core_CountNonZero, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_32F, CV_64F)))
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{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
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cv::Mat src(size, depth);
fillRandom(src);
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int dst;
if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_buf;
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dst = cv::gpu::countNonZero(d_src, d_buf);
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TEST_CYCLE()
{
dst = cv::gpu::countNonZero(d_src, d_buf);
}
}
else
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{
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dst = cv::countNonZero(src);
TEST_CYCLE()
{
dst = cv::countNonZero(src);
}
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}
SANITY_CHECK(dst);
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}
//////////////////////////////////////////////////////////////////////
// Reduce
CV_ENUM(ReduceCode, CV_REDUCE_SUM, CV_REDUCE_AVG, CV_REDUCE_MAX, CV_REDUCE_MIN)
#define ALL_REDUCE_CODES ValuesIn(ReduceCode::all())
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enum {Rows = 0, Cols = 1};
CV_ENUM(ReduceDim, Rows, Cols)
#define ALL_REDUCE_DIMS ValuesIn(ReduceDim::all())
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DEF_PARAM_TEST(Sz_Depth_Cn_Code_Dim, cv::Size, MatDepth, MatCn, ReduceCode, ReduceDim);
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PERF_TEST_P(Sz_Depth_Cn_Code_Dim, Core_Reduce, Combine(
GPU_TYPICAL_MAT_SIZES,
Values(CV_8U, CV_16U, CV_16S, CV_32F),
Values(1, 2, 3, 4),
ALL_REDUCE_CODES,
ALL_REDUCE_DIMS))
{
cv::Size size = GET_PARAM(0);
int depth = GET_PARAM(1);
int channels = GET_PARAM(2);
int reduceOp = GET_PARAM(3);
int dim = GET_PARAM(4);
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int type = CV_MAKE_TYPE(depth, channels);
cv::Mat src(size, type);
fillRandom(src);
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if (PERF_RUN_GPU())
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{
cv::gpu::GpuMat d_src(src);
cv::gpu::GpuMat d_dst;
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cv::gpu::reduce(d_src, d_dst, dim, reduceOp);
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TEST_CYCLE()
{
cv::gpu::reduce(d_src, d_dst, dim, reduceOp);
}
GPU_SANITY_CHECK(d_dst);
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}
else
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{
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cv::Mat dst;
cv::reduce(src, dst, dim, reduceOp);
TEST_CYCLE()
{
cv::reduce(src, dst, dim, reduceOp);
}
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}
}
} // namespace