init - 初始化项目
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305
modules/core/perf/perf_norm.cpp
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305
modules/core/perf/perf_norm.cpp
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#include "perf_precomp.hpp"
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namespace opencv_test
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{
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using namespace perf;
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#define HAMMING_NORM_SIZES cv::Size(640, 480), cv::Size(1920, 1080)
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#define HAMMING_NORM_TYPES CV_8UC1
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CV_FLAGS(NormType, NORM_HAMMING2, NORM_HAMMING, NORM_INF, NORM_L1, NORM_L2, NORM_TYPE_MASK, NORM_RELATIVE, NORM_MINMAX)
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typedef tuple<Size, MatType, NormType> Size_MatType_NormType_t;
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typedef perf::TestBaseWithParam<Size_MatType_NormType_t> Size_MatType_NormType;
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PERF_TEST_P(Size_MatType_NormType, norm,
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testing::Combine(
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testing::Values(TYPICAL_MAT_SIZES),
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testing::Values(TYPICAL_MAT_TYPES),
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testing::Values((int)NORM_INF, (int)NORM_L1, (int)NORM_L2)
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)
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)
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{
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Size sz = get<0>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<2>(GetParam());
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Mat src(sz, matType);
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double n;
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declare.in(src, WARMUP_RNG);
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TEST_CYCLE() n = cv::norm(src, normType);
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SANITY_CHECK(n, 1e-6, ERROR_RELATIVE);
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}
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PERF_TEST_P(Size_MatType_NormType, norm_mask,
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testing::Combine(
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testing::Values(TYPICAL_MAT_SIZES),
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testing::Values(TYPICAL_MAT_TYPES),
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testing::Values((int)NORM_INF, (int)NORM_L1, (int)NORM_L2)
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)
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)
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{
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Size sz = get<0>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<2>(GetParam());
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Mat src(sz, matType);
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Mat mask = Mat::ones(sz, CV_8U);
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double n;
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declare.in(src, WARMUP_RNG).in(mask);
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TEST_CYCLE() n = cv::norm(src, normType, mask);
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SANITY_CHECK(n, 1e-6, ERROR_RELATIVE);
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}
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PERF_TEST_P(Size_MatType_NormType, norm2,
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testing::Combine(
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testing::Values(TYPICAL_MAT_SIZES),
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testing::Values(TYPICAL_MAT_TYPES),
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testing::Values((int)NORM_INF, (int)NORM_L1, (int)NORM_L2, (int)(NORM_RELATIVE+NORM_INF), (int)(NORM_RELATIVE+NORM_L1), (int)(NORM_RELATIVE+NORM_L2))
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)
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)
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{
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Size sz = get<0>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<2>(GetParam());
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Mat src1(sz, matType);
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Mat src2(sz, matType);
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double n;
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declare.in(src1, src2, WARMUP_RNG);
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TEST_CYCLE() n = cv::norm(src1, src2, normType);
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SANITY_CHECK(n, 1e-5, ERROR_RELATIVE);
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}
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PERF_TEST_P(Size_MatType_NormType, norm2_mask,
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testing::Combine(
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testing::Values(TYPICAL_MAT_SIZES),
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testing::Values(TYPICAL_MAT_TYPES),
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testing::Values((int)NORM_INF, (int)NORM_L1, (int)NORM_L2, (int)(NORM_RELATIVE|NORM_INF), (int)(NORM_RELATIVE|NORM_L1), (int)(NORM_RELATIVE|NORM_L2))
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)
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)
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{
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Size sz = get<0>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<2>(GetParam());
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Mat src1(sz, matType);
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Mat src2(sz, matType);
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Mat mask = Mat::ones(sz, CV_8U);
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double n;
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declare.in(src1, src2, WARMUP_RNG).in(mask);
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TEST_CYCLE() n = cv::norm(src1, src2, normType, mask);
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SANITY_CHECK(n, 1e-5, ERROR_RELATIVE);
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}
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namespace {
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typedef tuple<NormType, MatType, Size> PerfHamming_t;
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typedef perf::TestBaseWithParam<PerfHamming_t> PerfHamming;
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PERF_TEST_P(PerfHamming, norm,
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testing::Combine(
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testing::Values(NORM_HAMMING, NORM_HAMMING2),
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testing::Values(HAMMING_NORM_TYPES),
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testing::Values(HAMMING_NORM_SIZES)
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)
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)
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{
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Size sz = get<2>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<0>(GetParam());
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Mat src(sz, matType);
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double n;
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declare.in(src, WARMUP_RNG);
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TEST_CYCLE() n = cv::norm(src, normType);
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CV_UNUSED(n);
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SANITY_CHECK_NOTHING();
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}
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PERF_TEST_P(PerfHamming, norm2,
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testing::Combine(
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testing::Values(NORM_HAMMING, NORM_HAMMING2),
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testing::Values(HAMMING_NORM_TYPES),
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testing::Values(HAMMING_NORM_SIZES)
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)
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)
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{
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Size sz = get<2>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<0>(GetParam());
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Mat src1(sz, matType);
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Mat src2(sz, matType);
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double n;
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declare.in(src1, src2, WARMUP_RNG);
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TEST_CYCLE() n = cv::norm(src1, src2, normType);
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CV_UNUSED(n);
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SANITY_CHECK_NOTHING();
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}
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}
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PERF_TEST_P(Size_MatType_NormType, normalize,
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testing::Combine(
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testing::Values(TYPICAL_MAT_SIZES),
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testing::Values(TYPICAL_MAT_TYPES),
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testing::Values((int)NORM_INF, (int)NORM_L1, (int)NORM_L2)
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)
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)
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{
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Size sz = get<0>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<2>(GetParam());
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Mat src(sz, matType);
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Mat dst(sz, matType);
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double alpha = 100.;
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if(normType==NORM_L1) alpha = (double)src.total() * src.channels();
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if(normType==NORM_L2) alpha = (double)src.total()/10;
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declare.in(src, WARMUP_RNG).out(dst);
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TEST_CYCLE() cv::normalize(src, dst, alpha, 0., normType);
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SANITY_CHECK(dst, 1e-6);
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}
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PERF_TEST_P(Size_MatType_NormType, normalize_mask,
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testing::Combine(
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testing::Values(::perf::szVGA, ::perf::sz1080p),
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testing::Values(TYPICAL_MAT_TYPES),
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testing::Values((int)NORM_INF, (int)NORM_L1, (int)NORM_L2)
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)
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)
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{
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Size sz = get<0>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<2>(GetParam());
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Mat src(sz, matType);
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Mat dst(sz, matType);
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Mat mask = Mat::ones(sz, CV_8U);
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double alpha = 100.;
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if(normType==NORM_L1) alpha = (double)src.total() * src.channels();
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if(normType==NORM_L2) alpha = (double)src.total()/10;
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declare.in(src, WARMUP_RNG).in(mask).out(dst);
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declare.time(100);
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TEST_CYCLE() cv::normalize(src, dst, alpha, 0., normType, -1, mask);
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SANITY_CHECK(dst, 1e-6);
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}
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PERF_TEST_P(Size_MatType_NormType, normalize_32f,
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testing::Combine(
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testing::Values(TYPICAL_MAT_SIZES),
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testing::Values(TYPICAL_MAT_TYPES),
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testing::Values((int)NORM_INF, (int)NORM_L1, (int)NORM_L2)
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)
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)
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{
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Size sz = get<0>(GetParam());
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int matType = get<1>(GetParam());
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int normType = get<2>(GetParam());
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Mat src(sz, matType);
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Mat dst(sz, CV_32F);
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double alpha = 100.;
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if(normType==NORM_L1) alpha = (double)src.total() * src.channels();
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if(normType==NORM_L2) alpha = (double)src.total()/10;
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declare.in(src, WARMUP_RNG).out(dst);
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TEST_CYCLE() cv::normalize(src, dst, alpha, 0., normType, CV_32F);
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SANITY_CHECK(dst, 1e-6, ERROR_RELATIVE);
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}
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PERF_TEST_P( Size_MatType, normalize_minmax, TYPICAL_MATS )
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{
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Size sz = get<0>(GetParam());
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int matType = get<1>(GetParam());
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Mat src(sz, matType);
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Mat dst(sz, matType);
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declare.in(src, WARMUP_RNG).out(dst);
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declare.time(30);
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TEST_CYCLE() cv::normalize(src, dst, 20., 100., NORM_MINMAX);
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SANITY_CHECK(dst, 1e-6, ERROR_RELATIVE);
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}
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typedef TestBaseWithParam< int > test_len;
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PERF_TEST_P(test_len, hal_normL1_u8,
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testing::Values(300000, 2000000)
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)
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{
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int len = GetParam();
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Mat src1(1, len, CV_8UC1);
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Mat src2(1, len, CV_8UC1);
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declare.in(src1, src2, WARMUP_RNG);
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double n;
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TEST_CYCLE() n = hal::normL1_(src1.ptr<uchar>(0), src2.ptr<uchar>(0), len);
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CV_UNUSED(n);
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SANITY_CHECK_NOTHING();
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}
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PERF_TEST_P(test_len, hal_normL1_f32,
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testing::Values(300000, 2000000)
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)
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{
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int len = GetParam();
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Mat src1(1, len, CV_32FC1);
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Mat src2(1, len, CV_32FC1);
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declare.in(src1, src2, WARMUP_RNG);
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double n;
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TEST_CYCLE() n = hal::normL1_(src1.ptr<float>(0), src2.ptr<float>(0), len);
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CV_UNUSED(n);
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SANITY_CHECK_NOTHING();
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}
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PERF_TEST_P(test_len, hal_normL2Sqr,
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testing::Values(300000, 2000000)
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)
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{
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int len = GetParam();
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Mat src1(1, len, CV_32FC1);
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Mat src2(1, len, CV_32FC1);
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declare.in(src1, src2, WARMUP_RNG);
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double n;
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TEST_CYCLE() n = hal::normL2Sqr_(src1.ptr<float>(0), src2.ptr<float>(0), len);
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CV_UNUSED(n);
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SANITY_CHECK_NOTHING();
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}
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} // namespace
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