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