#include "perf_precomp.hpp" #ifdef HAVE_CUDA ////////////////////////////////////////////////////////////////////// // Remap GPU_PERF_TEST(Remap, cv::gpu::DeviceInfo, cv::Size, perf::MatType, Interpolation, BorderMode) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); int interpolation = GET_PARAM(3); int borderMode = GET_PARAM(4); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); cv::Mat xmap_host(size, CV_32FC1); cv::Mat ymap_host(size, CV_32FC1); declare.in(src_host, xmap_host, ymap_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat xmap(xmap_host); cv::gpu::GpuMat ymap(ymap_host); cv::gpu::GpuMat dst; declare.time(3.0); TEST_CYCLE() { cv::gpu::remap(src, dst, xmap, ymap, interpolation, borderMode); } } INSTANTIATE_TEST_CASE_P(ImgProc, Remap, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_32FC1), testing::Values((int) cv::INTER_NEAREST, (int) cv::INTER_LINEAR, (int) cv::INTER_CUBIC), testing::Values((int) cv::BORDER_REFLECT101, (int) cv::BORDER_REPLICATE, (int) cv::BORDER_CONSTANT))); ////////////////////////////////////////////////////////////////////// // MeanShiftFiltering GPU_PERF_TEST_1(MeanShiftFiltering, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img = readImage("gpu/meanshift/cones.png"); ASSERT_FALSE(img.empty()); cv::Mat rgba; cv::cvtColor(img, rgba, cv::COLOR_BGR2BGRA); cv::gpu::GpuMat src(rgba); cv::gpu::GpuMat dst; declare.time(5.0); TEST_CYCLE() { cv::gpu::meanShiftFiltering(src, dst, 50, 50); } } INSTANTIATE_TEST_CASE_P(ImgProc, MeanShiftFiltering, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // MeanShiftProc GPU_PERF_TEST_1(MeanShiftProc, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img = readImage("gpu/meanshift/cones.png"); ASSERT_FALSE(img.empty()); cv::Mat rgba; cv::cvtColor(img, rgba, cv::COLOR_BGR2BGRA); cv::gpu::GpuMat src(rgba); cv::gpu::GpuMat dstr; cv::gpu::GpuMat dstsp; declare.time(5.0); TEST_CYCLE() { cv::gpu::meanShiftProc(src, dstr, dstsp, 50, 50); } } INSTANTIATE_TEST_CASE_P(ImgProc, MeanShiftProc, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // MeanShiftSegmentation GPU_PERF_TEST_1(MeanShiftSegmentation, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img = readImage("gpu/meanshift/cones.png"); ASSERT_FALSE(img.empty()); cv::Mat rgba; cv::cvtColor(img, rgba, cv::COLOR_BGR2BGRA); cv::gpu::GpuMat src(rgba); cv::Mat dst; declare.time(5.0); TEST_CYCLE() { meanShiftSegmentation(src, dst, 10, 10, 20); } } INSTANTIATE_TEST_CASE_P(ImgProc, MeanShiftSegmentation, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // DrawColorDisp GPU_PERF_TEST(DrawColorDisp, cv::gpu::DeviceInfo, cv::Size, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); fill(src_host, 0, 255); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::drawColorDisp(src, dst, 255); } } INSTANTIATE_TEST_CASE_P(ImgProc, DrawColorDisp, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_16SC1))); ////////////////////////////////////////////////////////////////////// // ReprojectImageTo3D GPU_PERF_TEST(ReprojectImageTo3D, cv::gpu::DeviceInfo, cv::Size, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::reprojectImageTo3D(src, dst, cv::Mat::ones(4, 4, CV_32FC1)); } } INSTANTIATE_TEST_CASE_P(ImgProc, ReprojectImageTo3D, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_16SC1))); ////////////////////////////////////////////////////////////////////// // CvtColor GPU_PERF_TEST(CvtColor, cv::gpu::DeviceInfo, cv::Size, perf::MatType, CvtColorInfo) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); CvtColorInfo info = GET_PARAM(3); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, CV_MAKETYPE(type, info.scn)); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::cvtColor(src, dst, info.code, info.dcn); } } INSTANTIATE_TEST_CASE_P(ImgProc, CvtColor, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_16UC1, CV_32FC1), testing::Values( CvtColorInfo(4, 4, cv::COLOR_RGBA2BGRA), CvtColorInfo(4, 1, cv::COLOR_BGRA2GRAY), CvtColorInfo(1, 4, cv::COLOR_GRAY2BGRA), CvtColorInfo(4, 4, cv::COLOR_BGR2XYZ), CvtColorInfo(4, 4, cv::COLOR_BGR2YCrCb), CvtColorInfo(4, 4, cv::COLOR_YCrCb2BGR), CvtColorInfo(4, 4, cv::COLOR_BGR2HSV), CvtColorInfo(4, 4, cv::COLOR_HSV2BGR)))); ////////////////////////////////////////////////////////////////////// // SwapChannels GPU_PERF_TEST(SwapChannels, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, CV_8UC4); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); const int dstOrder[] = {2, 1, 0, 3}; TEST_CYCLE() { cv::gpu::swapChannels(src, dstOrder); } } INSTANTIATE_TEST_CASE_P(ImgProc, SwapChannels, testing::Combine(ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // Threshold GPU_PERF_TEST(Threshold, cv::gpu::DeviceInfo, cv::Size, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst(size, type); TEST_CYCLE() { cv::gpu::threshold(src, dst, 100.0, 255.0, cv::THRESH_BINARY); } } INSTANTIATE_TEST_CASE_P(ImgProc, Threshold, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_16UC1, CV_32FC1))); ////////////////////////////////////////////////////////////////////// // Resize GPU_PERF_TEST(Resize, cv::gpu::DeviceInfo, cv::Size, perf::MatType, Interpolation, double) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); int interpolation = GET_PARAM(3); double f = GET_PARAM(4); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; declare.time(1.0); TEST_CYCLE() { cv::gpu::resize(src, dst, cv::Size(), f, f, interpolation); } } INSTANTIATE_TEST_CASE_P(ImgProc, Resize, testing::Combine( ALL_DEVICES, testing::Values(perf::szSXGA, perf::sz1080p), testing::Values(CV_8UC1, CV_8UC4, CV_16UC1, CV_32FC1), testing::Values((int) cv::INTER_NEAREST, (int) cv::INTER_LINEAR, (int) cv::INTER_CUBIC), testing::Values(0.5, 2.0))); ////////////////////////////////////////////////////////////////////// // WarpAffine GPU_PERF_TEST(WarpAffine, cv::gpu::DeviceInfo, cv::Size, perf::MatType, Interpolation) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); int interpolation = GET_PARAM(3); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; const double aplha = CV_PI / 4; double mat[2][3] = { {std::cos(aplha), -std::sin(aplha), src.cols / 2}, {std::sin(aplha), std::cos(aplha), 0}}; cv::Mat M(2, 3, CV_64F, (void*) mat); TEST_CYCLE() { cv::gpu::warpAffine(src, dst, M, size, interpolation, cv::BORDER_CONSTANT, cv::Scalar()); } } INSTANTIATE_TEST_CASE_P(ImgProc, WarpAffine, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_16UC1, CV_16UC3, CV_16UC4, CV_32FC1, CV_32FC3, CV_32FC4), testing::Values((int) cv::INTER_NEAREST, (int) cv::INTER_LINEAR, (int) cv::INTER_CUBIC))); ////////////////////////////////////////////////////////////////////// // WarpPerspective GPU_PERF_TEST(WarpPerspective, cv::gpu::DeviceInfo, cv::Size, perf::MatType, Interpolation) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); int interpolation = GET_PARAM(3); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; const double aplha = CV_PI / 4; double mat[3][3] = { {std::cos(aplha), -std::sin(aplha), src.cols / 2}, {std::sin(aplha), std::cos(aplha), 0}, {0.0, 0.0, 1.0}}; cv::Mat M(3, 3, CV_64F, (void*) mat); TEST_CYCLE() { cv::gpu::warpPerspective(src, dst, M, size, interpolation, cv::BORDER_CONSTANT, cv::Scalar()); } } INSTANTIATE_TEST_CASE_P(ImgProc, WarpPerspective, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_16UC1, CV_16UC3, CV_16UC4, CV_32FC1, CV_32FC3, CV_32FC4), testing::Values((int) cv::INTER_NEAREST, (int) cv::INTER_LINEAR, (int) cv::INTER_CUBIC))); ////////////////////////////////////////////////////////////////////// // BuildWarpPlaneMaps GPU_PERF_TEST(BuildWarpPlaneMaps, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::gpu::GpuMat map_x; cv::gpu::GpuMat map_y; TEST_CYCLE() { cv::gpu::buildWarpPlaneMaps(size, cv::Rect(0, 0, size.width, size.height), cv::Mat::eye(3, 3, CV_32FC1), cv::Mat::ones(3, 3, CV_32FC1), cv::Mat::zeros(1, 3, CV_32F), 1.0, map_x, map_y); } } INSTANTIATE_TEST_CASE_P(ImgProc, BuildWarpPlaneMaps, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // BuildWarpCylindricalMaps GPU_PERF_TEST(BuildWarpCylindricalMaps, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::gpu::GpuMat map_x; cv::gpu::GpuMat map_y; TEST_CYCLE() { cv::gpu::buildWarpCylindricalMaps(size, cv::Rect(0, 0, size.width, size.height), cv::Mat::eye(3, 3, CV_32FC1), cv::Mat::ones(3, 3, CV_32FC1), 1.0, map_x, map_y); } } INSTANTIATE_TEST_CASE_P(ImgProc, BuildWarpCylindricalMaps, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // BuildWarpSphericalMaps GPU_PERF_TEST(BuildWarpSphericalMaps, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::gpu::GpuMat map_x; cv::gpu::GpuMat map_y; TEST_CYCLE() { cv::gpu::buildWarpSphericalMaps(size, cv::Rect(0, 0, size.width, size.height), cv::Mat::eye(3, 3, CV_32FC1), cv::Mat::ones(3, 3, CV_32FC1), 1.0, map_x, map_y); } } INSTANTIATE_TEST_CASE_P(ImgProc, BuildWarpSphericalMaps, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // Rotate GPU_PERF_TEST(Rotate, cv::gpu::DeviceInfo, cv::Size, perf::MatType, Interpolation) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); int interpolation = GET_PARAM(3); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::rotate(src, dst, size, 30.0, 0, 0, interpolation); } } INSTANTIATE_TEST_CASE_P(ImgProc, Rotate, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_16UC1, CV_16UC3, CV_16UC4, CV_32FC1, CV_32FC3, CV_32FC4), testing::Values((int) cv::INTER_NEAREST, (int) cv::INTER_LINEAR, (int) cv::INTER_CUBIC))); ////////////////////////////////////////////////////////////////////// // CopyMakeBorder GPU_PERF_TEST(CopyMakeBorder, cv::gpu::DeviceInfo, cv::Size, perf::MatType, BorderMode) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); int borderType = GET_PARAM(3); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::copyMakeBorder(src, dst, 5, 5, 5, 5, borderType); } } INSTANTIATE_TEST_CASE_P(ImgProc, CopyMakeBorder, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC4, CV_32FC1), testing::Values((int) cv::BORDER_REPLICATE, (int) cv::BORDER_REFLECT, (int) cv::BORDER_WRAP, (int) cv::BORDER_CONSTANT))); ////////////////////////////////////////////////////////////////////// // Integral GPU_PERF_TEST(Integral, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, CV_8UC1); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; cv::gpu::GpuMat buf; TEST_CYCLE() { cv::gpu::integralBuffered(src, dst, buf); } } INSTANTIATE_TEST_CASE_P(ImgProc, Integral, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // IntegralSqr GPU_PERF_TEST(IntegralSqr, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, CV_8UC1); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::sqrIntegral(src, dst); } } INSTANTIATE_TEST_CASE_P(ImgProc, IntegralSqr, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // ColumnSum GPU_PERF_TEST(ColumnSum, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, CV_32FC1); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::columnSum(src, dst); } } INSTANTIATE_TEST_CASE_P(ImgProc, ColumnSum, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // CornerHarris GPU_PERF_TEST(CornerHarris, cv::gpu::DeviceInfo, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); int type = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img = readImage("gpu/stereobm/aloe-L.png", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); img.convertTo(img, type, type == CV_32F ? 1.0 / 255.0 : 1.0); cv::gpu::GpuMat src(img); cv::gpu::GpuMat dst; cv::gpu::GpuMat Dx; cv::gpu::GpuMat Dy; int blockSize = 3; int ksize = 7; double k = 0.5; TEST_CYCLE() { cv::gpu::cornerHarris(src, dst, Dx, Dy, blockSize, ksize, k); } } INSTANTIATE_TEST_CASE_P(ImgProc, CornerHarris, testing::Combine( ALL_DEVICES, testing::Values(CV_8UC1, CV_32FC1))); ////////////////////////////////////////////////////////////////////// // CornerMinEigenVal GPU_PERF_TEST(CornerMinEigenVal, cv::gpu::DeviceInfo, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); int type = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img = readImage("gpu/stereobm/aloe-L.png", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); img.convertTo(img, type, type == CV_32F ? 1.0 / 255.0 : 1.0); cv::gpu::GpuMat src(img); cv::gpu::GpuMat dst; cv::gpu::GpuMat Dx; cv::gpu::GpuMat Dy; int blockSize = 3; int ksize = 7; TEST_CYCLE() { cv::gpu::cornerMinEigenVal(src, dst, Dx, Dy, blockSize, ksize); } } INSTANTIATE_TEST_CASE_P(ImgProc, CornerMinEigenVal, testing::Combine( ALL_DEVICES, testing::Values(CV_8UC1, CV_32FC1))); ////////////////////////////////////////////////////////////////////// // MulSpectrums GPU_PERF_TEST(MulSpectrums, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat a_host(size, CV_32FC2); cv::Mat b_host(size, CV_32FC2); declare.in(a_host, b_host, WARMUP_RNG); cv::gpu::GpuMat a(a_host); cv::gpu::GpuMat b(b_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::mulSpectrums(a, b, dst, 0); } } INSTANTIATE_TEST_CASE_P(ImgProc, MulSpectrums, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // Dft GPU_PERF_TEST(Dft, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, CV_32FC2); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; declare.time(2.0); TEST_CYCLE() { cv::gpu::dft(src, dst, size); } } INSTANTIATE_TEST_CASE_P(ImgProc, Dft, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // Convolve GPU_PERF_TEST(Convolve, cv::gpu::DeviceInfo, cv::Size, int, bool) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int templ_size = GET_PARAM(2); bool ccorr = GET_PARAM(3); cv::gpu::setDevice(devInfo.deviceID()); cv::gpu::GpuMat image = cv::gpu::createContinuous(size, CV_32FC1); cv::gpu::GpuMat templ = cv::gpu::createContinuous(templ_size, templ_size, CV_32FC1); image.setTo(cv::Scalar(1.0)); templ.setTo(cv::Scalar(1.0)); cv::gpu::GpuMat dst; cv::gpu::ConvolveBuf buf; declare.time(2.0); TEST_CYCLE() { cv::gpu::convolve(image, templ, dst, ccorr, buf); } } INSTANTIATE_TEST_CASE_P(ImgProc, Convolve, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(3, 9, 27, 32, 64), testing::Bool())); ////////////////////////////////////////////////////////////////////// // PyrDown GPU_PERF_TEST(PyrDown, cv::gpu::DeviceInfo, cv::Size, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::pyrDown(src, dst); } } INSTANTIATE_TEST_CASE_P(ImgProc, PyrDown, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC4, CV_16SC3, CV_32FC1))); ////////////////////////////////////////////////////////////////////// // PyrUp GPU_PERF_TEST(PyrUp, cv::gpu::DeviceInfo, cv::Size, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::pyrUp(src, dst); } } INSTANTIATE_TEST_CASE_P(ImgProc, PyrUp, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC4, CV_16SC3, CV_32FC1))); ////////////////////////////////////////////////////////////////////// // BlendLinear GPU_PERF_TEST(BlendLinear, cv::gpu::DeviceInfo, cv::Size, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img1_host(size, type); cv::Mat img2_host(size, type); declare.in(img1_host, img2_host, WARMUP_RNG); cv::gpu::GpuMat img1(img1_host); cv::gpu::GpuMat img2(img2_host); cv::gpu::GpuMat weights1(size, CV_32FC1, cv::Scalar::all(0.5)); cv::gpu::GpuMat weights2(size, CV_32FC1, cv::Scalar::all(0.5)); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::blendLinear(img1, img2, weights1, weights2, dst); } } INSTANTIATE_TEST_CASE_P(ImgProc, BlendLinear, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_32FC1))); ////////////////////////////////////////////////////////////////////// // AlphaComp GPU_PERF_TEST(AlphaComp, cv::gpu::DeviceInfo, cv::Size, perf::MatType, AlphaOp) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); int alpha_op = GET_PARAM(3); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img1_host(size, type); cv::Mat img2_host(size, type); declare.in(img1_host, img2_host, WARMUP_RNG); cv::gpu::GpuMat img1(img1_host); cv::gpu::GpuMat img2(img2_host); cv::gpu::GpuMat dst; TEST_CYCLE() { cv::gpu::alphaComp(img1, img2, dst, alpha_op); } } INSTANTIATE_TEST_CASE_P(ImgProc, AlphaComp, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC4, CV_16UC4, CV_32SC4, CV_32FC4), testing::Values((int)cv::gpu::ALPHA_OVER, (int)cv::gpu::ALPHA_IN, (int)cv::gpu::ALPHA_OUT, (int)cv::gpu::ALPHA_ATOP, (int)cv::gpu::ALPHA_XOR, (int)cv::gpu::ALPHA_PLUS, (int)cv::gpu::ALPHA_OVER_PREMUL, (int)cv::gpu::ALPHA_IN_PREMUL, (int)cv::gpu::ALPHA_OUT_PREMUL, (int)cv::gpu::ALPHA_ATOP_PREMUL, (int)cv::gpu::ALPHA_XOR_PREMUL, (int)cv::gpu::ALPHA_PLUS_PREMUL, (int)cv::gpu::ALPHA_PREMUL))); ////////////////////////////////////////////////////////////////////// // Canny GPU_PERF_TEST_1(Canny, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat image_host = readImage("perf/1280x1024.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(image_host.empty()); cv::gpu::GpuMat image(image_host); cv::gpu::GpuMat dst; cv::gpu::CannyBuf buf; TEST_CYCLE() { cv::gpu::Canny(image, buf, dst, 50.0, 100.0); } } INSTANTIATE_TEST_CASE_P(ImgProc, Canny, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // CalcHist GPU_PERF_TEST(CalcHist, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, CV_8UC1); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat hist; cv::gpu::GpuMat buf; TEST_CYCLE() { cv::gpu::calcHist(src, hist, buf); } } INSTANTIATE_TEST_CASE_P(ImgProc, CalcHist, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // EqualizeHist GPU_PERF_TEST(EqualizeHist, cv::gpu::DeviceInfo, cv::Size) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, CV_8UC1); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; cv::gpu::GpuMat hist; cv::gpu::GpuMat buf; TEST_CYCLE() { cv::gpu::equalizeHist(src, dst, hist, buf); } } INSTANTIATE_TEST_CASE_P(ImgProc, EqualizeHist, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES)); ////////////////////////////////////////////////////////////////////// // ImagePyramid GPU_PERF_TEST(ImagePyramid_build, cv::gpu::DeviceInfo, cv::Size, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::ImagePyramid pyr; TEST_CYCLE() { pyr.build(src, 5); } } INSTANTIATE_TEST_CASE_P(ImgProc, ImagePyramid_build, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_16UC1, CV_16UC3, CV_16UC4, CV_32FC1, CV_32FC3, CV_32FC4))); GPU_PERF_TEST(ImagePyramid_getLayer, cv::gpu::DeviceInfo, cv::Size, perf::MatType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::Size size = GET_PARAM(1); int type = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat src_host(size, type); declare.in(src_host, WARMUP_RNG); cv::gpu::GpuMat src(src_host); cv::gpu::GpuMat dst; cv::gpu::ImagePyramid pyr(src, 3); TEST_CYCLE() { pyr.getLayer(dst, cv::Size(size.width / 2 + 10, size.height / 2 + 10)); } } INSTANTIATE_TEST_CASE_P(ImgProc, ImagePyramid_getLayer, testing::Combine( ALL_DEVICES, GPU_TYPICAL_MAT_SIZES, testing::Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_16UC1, CV_16UC3, CV_16UC4, CV_32FC1, CV_32FC3, CV_32FC4))); #endif