• Vadim Pisarevsky's avatar
    Merge pull request #12411 from vpisarev:wide_convert · 80b62a41
    Vadim Pisarevsky authored
    * rewrote Mat::convertTo() and convertScaleAbs() to wide universal intrinsics; added always-available and SIMD-optimized FP16<=>FP32 conversion
    
    * fixed compile warnings
    
    * fix some more compile errors
    
    * slightly relaxed accuracy threshold for int->float conversion (since we now do it using single-precision arithmetics, not double-precision)
    
    * fixed compile errors on iOS, Android and in the baseline C++ version (intrin_cpp.hpp)
    
    * trying to fix ARM-neon builds
    
    * trying to fix ARM-neon builds
    
    * trying to fix ARM-neon builds
    
    * trying to fix ARM-neon builds
    80b62a41
perf_convertTo.cpp 1.36 KB
#include "perf_precomp.hpp"

namespace opencv_test
{
using namespace perf;

typedef tuple<Size, MatType, MatType, int, double> Size_DepthSrc_DepthDst_Channels_alpha_t;
typedef perf::TestBaseWithParam<Size_DepthSrc_DepthDst_Channels_alpha_t> Size_DepthSrc_DepthDst_Channels_alpha;

PERF_TEST_P( Size_DepthSrc_DepthDst_Channels_alpha, convertTo,
             testing::Combine
             (
                 testing::Values(szVGA, sz1080p),
                 testing::Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F),
                 testing::Values(CV_8U, CV_8S, CV_16U, CV_16S, CV_32S, CV_32F, CV_64F),
                 testing::Values(1, 4),
                 testing::Values(1.0, 1./255)
             )
           )
{
    Size sz = get<0>(GetParam());
    int depthSrc = get<1>(GetParam());
    int depthDst = get<2>(GetParam());
    int channels = get<3>(GetParam());
    double alpha = get<4>(GetParam());

    int maxValue = 255;

    Mat src(sz, CV_MAKETYPE(depthSrc, channels));
    randu(src, 0, maxValue);
    Mat dst(sz, CV_MAKETYPE(depthDst, channels));

    int runs = (sz.width <= 640) ? 8 : 1;
    TEST_CYCLE_MULTIRUN(runs) src.convertTo(dst, depthDst, alpha);

    double eps = depthSrc <= CV_32S && (depthDst <= CV_32S || depthDst == CV_64F) ? 1e-12 : (FLT_EPSILON * maxValue);
    eps = eps * std::max(1.0, fabs(alpha));
    SANITY_CHECK(dst, eps);
}

} // namespace