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opencv/modules/core/test/ocl/test_arithm.cpp

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/*M///////////////////////////////////////////////////////////////////////////////////////
//
// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING.
//
// By downloading, copying, installing or using the software you agree to this license.
// If you do not agree to this license, do not download, install,
// copy or use the software.
//
//
// License Agreement
// For Open Source Computer Vision Library
//
// Copyright (C) 2010-2013, Advanced Micro Devices, Inc., all rights reserved.
// Third party copyrights are property of their respective owners.
//
// Redistribution and use in source and binary forms, with or without modification,
// are permitted provided that the following conditions are met:
//
// * Redistribution's of source code must retain the above copyright notice,
// this list of conditions and the following disclaimer.
//
// * Redistribution's in binary form must reproduce the above copyright notice,
// this list of conditions and the following disclaimer in the documentation
// and/or other materials provided with the distribution.
//
// * The name of the copyright holders may not be used to endorse or promote products
// derived from this software without specific prior written permission.
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// This software is provided by the copyright holders and contributors "as is" and
// any express or implied warranties, including, but not limited to, the implied
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//M*/
#include "test_precomp.hpp"
#include "opencv2/ts/ocl_test.hpp"
#ifdef HAVE_OPENCL
namespace cvtest {
namespace ocl {
//////////////////////////////// LUT /////////////////////////////////////////////////
PARAM_TEST_CASE(Lut, MatDepth, MatDepth, Channels, bool, bool)
{
int src_depth, lut_depth;
int cn;
bool use_roi, same_cn;
TEST_DECLARE_INPUT_PARAMETER(src)
TEST_DECLARE_INPUT_PARAMETER(lut)
TEST_DECLARE_OUTPUT_PARAMETER(dst)
virtual void SetUp()
{
src_depth = GET_PARAM(0);
lut_depth = GET_PARAM(1);
cn = GET_PARAM(2);
same_cn = GET_PARAM(3);
use_roi = GET_PARAM(4);
}
void generateTestData()
{
const int src_type = CV_MAKE_TYPE(src_depth, cn);
const int lut_type = CV_MAKE_TYPE(lut_depth, same_cn ? cn : 1);
const int dst_type = CV_MAKE_TYPE(lut_depth, cn);
Size roiSize = randomSize(1, MAX_VALUE);
Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(src, src_roi, roiSize, srcBorder, src_type, 0, 256);
Size lutRoiSize = Size(256, 1);
Border lutBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(lut, lut_roi, lutRoiSize, lutBorder, lut_type, 5, 16);
Border dstBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(dst, dst_roi, roiSize, dstBorder, dst_type, 5, 16);
UMAT_UPLOAD_INPUT_PARAMETER(src)
UMAT_UPLOAD_INPUT_PARAMETER(lut)
UMAT_UPLOAD_OUTPUT_PARAMETER(dst)
}
void Near(double threshold = 0.)
{
OCL_EXPECT_MATS_NEAR(dst, threshold)
}
};
OCL_TEST_P(Lut, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::LUT(src_roi, lut_roi, dst_roi));
OCL_ON(cv::LUT(usrc_roi, ulut_roi, udst_roi));
Near();
}
}
///////////////////////// ArithmTestBase ///////////////////////////
PARAM_TEST_CASE(ArithmTestBase, MatDepth, Channels, bool)
{
int depth;
int cn;
bool use_roi;
cv::Scalar val;
TEST_DECLARE_INPUT_PARAMETER(src1)
TEST_DECLARE_INPUT_PARAMETER(src2)
TEST_DECLARE_INPUT_PARAMETER(mask)
TEST_DECLARE_OUTPUT_PARAMETER(dst1)
TEST_DECLARE_OUTPUT_PARAMETER(dst2)
virtual void SetUp()
{
depth = GET_PARAM(0);
cn = GET_PARAM(1);
use_roi = GET_PARAM(2);
}
virtual void generateTestData()
{
const int type = CV_MAKE_TYPE(depth, cn);
Size roiSize = randomSize(1, MAX_VALUE);
Border src1Border = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(src1, src1_roi, roiSize, src1Border, type, 2, 11);
Border src2Border = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(src2, src2_roi, roiSize, src2Border, type, -1540, 1740);
Border dst1Border = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(dst1, dst1_roi, roiSize, dst1Border, type, 5, 16);
Border dst2Border = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(dst2, dst2_roi, roiSize, dst2Border, type, 5, 16);
Border maskBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(mask, mask_roi, roiSize, maskBorder, CV_8UC1, 0, 2);
cv::threshold(mask, mask, 0.5, 255., CV_8UC1);
val = cv::Scalar(rng.uniform(-100.0, 100.0), rng.uniform(-100.0, 100.0),
rng.uniform(-100.0, 100.0), rng.uniform(-100.0, 100.0));
UMAT_UPLOAD_INPUT_PARAMETER(src1)
UMAT_UPLOAD_INPUT_PARAMETER(src2)
UMAT_UPLOAD_INPUT_PARAMETER(mask)
UMAT_UPLOAD_OUTPUT_PARAMETER(dst1)
UMAT_UPLOAD_OUTPUT_PARAMETER(dst2)
}
void Near(double threshold = 0.)
{
OCL_EXPECT_MATS_NEAR(dst1, threshold)
}
void Near1(double threshold = 0.)
{
OCL_EXPECT_MATS_NEAR(dst2, threshold)
}
};
//////////////////////////////// Add /////////////////////////////////////////////////
typedef ArithmTestBase Add;
OCL_TEST_P(Add, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::add(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::add(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
OCL_TEST_P(Add, Mat_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::add(src1_roi, src2_roi, dst1_roi, mask_roi));
OCL_ON(cv::add(usrc1_roi, usrc2_roi, udst1_roi, umask_roi));
Near(0);
}
}
OCL_TEST_P(Add, Scalar)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::add(src1_roi, val, dst1_roi));
OCL_ON(cv::add(val, usrc1_roi, udst1_roi));
Near(1e-5);
}
}
OCL_TEST_P(Add, Scalar_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::add(src1_roi, val, dst1_roi, mask_roi));
OCL_ON(cv::add(usrc1_roi, val, udst1_roi, umask_roi));
Near(1e-5);
}
}
//////////////////////////////////////// Subtract //////////////////////////////////////////////
typedef ArithmTestBase Subtract;
OCL_TEST_P(Subtract, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::subtract(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::subtract(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
OCL_TEST_P(Subtract, Mat_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::subtract(src1_roi, src2_roi, dst1_roi, mask_roi));
OCL_ON(cv::subtract(usrc1_roi, usrc2_roi, udst1_roi, umask_roi));
Near(0);
}
}
OCL_TEST_P(Subtract, Scalar)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::subtract(val, src1_roi, dst1_roi));
OCL_ON(cv::subtract(val, usrc1_roi, udst1_roi));
Near(1e-5);
}
}
OCL_TEST_P(Subtract, Scalar_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::subtract(src1_roi, val, dst1_roi, mask_roi));
OCL_ON(cv::subtract(usrc1_roi, val, udst1_roi, umask_roi));
Near(1e-5);
}
}
//////////////////////////////// Mul /////////////////////////////////////////////////
typedef ArithmTestBase Mul;
OCL_TEST_P(Mul, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::multiply(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::multiply(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
OCL_TEST_P(Mul, DISABLED_Scalar)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::multiply(src1_roi, val, dst1_roi));
OCL_ON(cv::multiply(val, usrc1_roi, udst1_roi));
Near(udst1_roi.depth() >= CV_32F ? 1e-3 : 1);
}
}
OCL_TEST_P(Mul, DISABLED_Mat_Scale)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::multiply(src1_roi, src2_roi, dst1_roi, val[0]));
OCL_ON(cv::multiply(usrc1_roi, usrc2_roi, udst1_roi, val[0]));
Near(udst1_roi.depth() >= CV_32F ? 1e-3 : 1);
}
}
//////////////////////////////// Div /////////////////////////////////////////////////
typedef ArithmTestBase Div;
OCL_TEST_P(Div, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::divide(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::divide(usrc1_roi, usrc2_roi, udst1_roi));
Near(1);
}
}
OCL_TEST_P(Div, DISABLED_Scalar)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::divide(val, src1_roi, dst1_roi));
OCL_ON(cv::divide(val, usrc1_roi, udst1_roi));
Near(udst1_roi.depth() >= CV_32F ? 1e-3 : 1);
}
}
OCL_TEST_P(Div, Mat_Scale)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::divide(src1_roi, src2_roi, dst1_roi, val[0]));
OCL_ON(cv::divide(usrc1_roi, usrc2_roi, udst1_roi, val[0]));
Near(udst1_roi.depth() >= CV_32F ? 4e-3 : 1);
}
}
OCL_TEST_P(Div, DISABLED_Mat_Scalar_Scale)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::divide(src1_roi, val, dst1_roi, val[0]));
OCL_ON(cv::divide(usrc1_roi, val, udst1_roi, val[0]));
Near(udst1_roi.depth() >= CV_32F ? 4e-3 : 1);
}
}
//////////////////////////////// Min/Max /////////////////////////////////////////////////
typedef ArithmTestBase Min;
OCL_TEST_P(Min, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::max(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::max(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
typedef ArithmTestBase Max;
OCL_TEST_P(Max, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::min(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::min(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
//////////////////////////////// Absdiff /////////////////////////////////////////////////
typedef ArithmTestBase Absdiff;
OCL_TEST_P(Absdiff, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::absdiff(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::absdiff(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
OCL_TEST_P(Absdiff, Scalar)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::absdiff(src1_roi, val, dst1_roi));
OCL_ON(cv::absdiff(usrc1_roi, val, udst1_roi));
Near(1e-5);
}
}
//////////////////////////////// CartToPolar /////////////////////////////////////////////////
typedef ArithmTestBase CartToPolar;
OCL_TEST_P(CartToPolar, angleInDegree)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::cartToPolar(src1_roi, src2_roi, dst1_roi, dst2_roi, true));
OCL_ON(cv::cartToPolar(usrc1_roi, usrc2_roi, udst1_roi, udst2_roi, true));
Near(0.5);
Near1(0.5);
}
}
OCL_TEST_P(CartToPolar, angleInRadians)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::cartToPolar(src1_roi, src2_roi, dst1_roi, dst2_roi));
OCL_ON(cv::cartToPolar(usrc1_roi, usrc2_roi, udst1_roi, udst2_roi));
Near(0.5);
Near1(0.5);
}
}
//////////////////////////////// PolarToCart /////////////////////////////////////////////////
typedef ArithmTestBase PolarToCart;
OCL_TEST_P(PolarToCart, angleInDegree)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::polarToCart(src1_roi, src2_roi, dst1_roi, dst2_roi, true));
OCL_ON(cv::polarToCart(usrc1_roi, usrc2_roi, udst1_roi, udst2_roi, true));
Near(0.5);
Near1(0.5);
}
}
OCL_TEST_P(PolarToCart, angleInRadians)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::polarToCart(src1_roi, src2_roi, dst1_roi, dst2_roi));
OCL_ON(cv::polarToCart(usrc1_roi, usrc2_roi, udst1_roi, udst2_roi));
Near(0.5);
Near1(0.5);
}
}
//////////////////////////////// Transpose /////////////////////////////////////////////////
typedef ArithmTestBase Transpose;
OCL_TEST_P(Transpose, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::transpose(src1_roi, dst1_roi));
OCL_ON(cv::transpose(usrc1_roi, udst1_roi));
Near(1e-5);
}
}
OCL_TEST_P(Transpose, SquareInplace)
{
const int type = CV_MAKE_TYPE(depth, cn);
for (int j = 0; j < test_loop_times; j++)
{
Size roiSize = randomSize(1, MAX_VALUE);
roiSize.height = roiSize.width; // make it square
Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(src1, src1_roi, roiSize, srcBorder, type, 5, 16);
UMAT_UPLOAD_OUTPUT_PARAMETER(src1);
OCL_OFF(cv::transpose(src1_roi, src1_roi));
OCL_ON(cv::transpose(usrc1_roi, usrc1_roi));
OCL_EXPECT_MATS_NEAR(src1, 0)
}
}
//////////////////////////////// Bitwise_and /////////////////////////////////////////////////
typedef ArithmTestBase Bitwise_and;
OCL_TEST_P(Bitwise_and, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_and(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::bitwise_and(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
OCL_TEST_P(Bitwise_and, Mat_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_and(src1_roi, src2_roi, dst1_roi, mask_roi));
OCL_ON(cv::bitwise_and(usrc1_roi, usrc2_roi, udst1_roi, umask_roi));
Near(0);
}
}
OCL_TEST_P(Bitwise_and, Scalar)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_and(src1_roi, val, dst1_roi));
OCL_ON(cv::bitwise_and(usrc1_roi, val, udst1_roi));
Near(1e-5);
}
}
OCL_TEST_P(Bitwise_and, Scalar_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_and(src1_roi, val, dst1_roi, mask_roi));
OCL_ON(cv::bitwise_and(usrc1_roi, val, udst1_roi, umask_roi));
Near(1e-5);
}
}
//////////////////////////////// Bitwise_or /////////////////////////////////////////////////
typedef ArithmTestBase Bitwise_or;
OCL_TEST_P(Bitwise_or, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_or(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::bitwise_or(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
OCL_TEST_P(Bitwise_or, Mat_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_or(src1_roi, src2_roi, dst1_roi, mask_roi));
OCL_ON(cv::bitwise_or(usrc1_roi, usrc2_roi, udst1_roi, umask_roi));
Near(0);
}
}
OCL_TEST_P(Bitwise_or, Scalar)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_or(src1_roi, val, dst1_roi));
OCL_ON(cv::bitwise_or(usrc1_roi, val, udst1_roi));
Near(1e-5);
}
}
OCL_TEST_P(Bitwise_or, Scalar_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_or(src1_roi, val, dst1_roi, mask_roi));
OCL_ON(cv::bitwise_or(val, usrc1_roi, udst1_roi, umask_roi));
Near(1e-5);
}
}
//////////////////////////////// Bitwise_xor /////////////////////////////////////////////////
typedef ArithmTestBase Bitwise_xor;
OCL_TEST_P(Bitwise_xor, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_xor(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::bitwise_xor(usrc1_roi, usrc2_roi, udst1_roi));
Near(0);
}
}
OCL_TEST_P(Bitwise_xor, Mat_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_xor(src1_roi, src2_roi, dst1_roi, mask_roi));
OCL_ON(cv::bitwise_xor(usrc1_roi, usrc2_roi, udst1_roi, umask_roi));
Near(0);
}
}
OCL_TEST_P(Bitwise_xor, Scalar)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_xor(src1_roi, val, dst1_roi));
OCL_ON(cv::bitwise_xor(usrc1_roi, val, udst1_roi));
Near(1e-5);
}
}
OCL_TEST_P(Bitwise_xor, Scalar_Mask)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_xor(src1_roi, val, dst1_roi, mask_roi));
OCL_ON(cv::bitwise_xor(usrc1_roi, val, udst1_roi, umask_roi));
Near(1e-5);
}
}
//////////////////////////////// Bitwise_not /////////////////////////////////////////////////
typedef ArithmTestBase Bitwise_not;
OCL_TEST_P(Bitwise_not, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::bitwise_not(src1_roi, dst1_roi));
OCL_ON(cv::bitwise_not(usrc1_roi, udst1_roi));
Near(0);
}
}
//////////////////////////////// Compare /////////////////////////////////////////////////
typedef ArithmTestBase Compare;
OCL_TEST_P(Compare, Mat)
{
int cmp_codes[] = { CMP_EQ, CMP_GT, CMP_GE, CMP_LT, CMP_LE, CMP_NE };
int cmp_num = sizeof(cmp_codes) / sizeof(int);
for (int i = 0; i < cmp_num; ++i)
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::compare(src1_roi, src2_roi, dst1_roi, cmp_codes[i]));
OCL_ON(cv::compare(usrc1_roi, usrc2_roi, udst1_roi, cmp_codes[i]));
Near(0);
}
}
//////////////////////////////// Pow /////////////////////////////////////////////////
typedef ArithmTestBase Pow;
OCL_TEST_P(Pow, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
double p = 4.5;
OCL_OFF(cv::pow(src1_roi, p, dst1_roi));
OCL_ON(cv::pow(usrc1_roi, p, udst1_roi));
Near(1);
}
}
//////////////////////////////// AddWeighted /////////////////////////////////////////////////
typedef ArithmTestBase AddWeighted;
OCL_TEST_P(AddWeighted, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
const double alpha = 2.0, beta = 1.0, gama = 3.0;
OCL_OFF(cv::addWeighted(src1_roi, alpha, src2_roi, beta, gama, dst1_roi));
OCL_ON(cv::addWeighted(usrc1_roi, alpha, usrc2_roi, beta, gama, udst1_roi));
Near(3e-4);
}
}
//////////////////////////////// setIdentity /////////////////////////////////////////////////
typedef ArithmTestBase SetIdentity;
OCL_TEST_P(SetIdentity, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::setIdentity(dst1_roi, val));
OCL_ON(cv::setIdentity(udst1_roi, val));
Near(0);
}
}
//// Repeat
struct RepeatTestCase :
public ArithmTestBase
{
int nx, ny;
virtual void generateTestData()
{
const int type = CV_MAKE_TYPE(depth, cn);
nx = randomInt(1, 4);
ny = randomInt(1, 4);
Size srcRoiSize = randomSize(1, MAX_VALUE);
Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(src1, src1_roi, srcRoiSize, srcBorder, type, 2, 11);
Size dstRoiSize(srcRoiSize.width * nx, srcRoiSize.height * ny);
Border dst1Border = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(dst1, dst1_roi, dstRoiSize, dst1Border, type, 5, 16);
UMAT_UPLOAD_INPUT_PARAMETER(src1)
UMAT_UPLOAD_OUTPUT_PARAMETER(dst1)
}
};
typedef RepeatTestCase Repeat;
OCL_TEST_P(Repeat, Mat)
{
for (int i = 0; i < test_loop_times; ++i)
{
generateTestData();
OCL_OFF(cv::repeat(src1_roi, ny, nx, dst1_roi));
OCL_ON(cv::repeat(usrc1_roi, ny, nx, udst1_roi));
Near();
}
}
//////////////////////////////// CountNonZero /////////////////////////////////////////////////
typedef ArithmTestBase CountNonZero;
OCL_TEST_P(CountNonZero, MAT)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
int cpures, gpures;
OCL_OFF(cpures = cv::countNonZero(src1_roi));
OCL_ON(gpures = cv::countNonZero(usrc1_roi));
EXPECT_EQ(cpures, gpures);
}
}
//////////////////////////////// Sum /////////////////////////////////////////////////
typedef ArithmTestBase Sum;
OCL_TEST_P(Sum, MAT)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
Scalar cpures, gpures;
OCL_OFF(cpures = cv::sum(src1_roi));
OCL_ON(gpures = cv::sum(usrc1_roi));
for (int i = 0; i < cn; ++i)
EXPECT_NEAR(cpures[i], gpures[i], 0.1);
}
}
//////////////////////////////// meanStdDev /////////////////////////////////////////////////
typedef ArithmTestBase MeanStdDev;
OCL_TEST_P(MeanStdDev, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
Scalar cpu_mean, cpu_stddev;
Scalar gpu_mean, gpu_stddev;
OCL_OFF(cv::meanStdDev(src1_roi, cpu_mean, cpu_stddev));
OCL_ON(cv::meanStdDev(usrc1_roi, gpu_mean, gpu_stddev));
for (int i = 0; i < cn; ++i)
{
EXPECT_NEAR(cpu_mean[i], gpu_mean[i], 0.1);
EXPECT_NEAR(cpu_stddev[i], gpu_stddev[i], 0.1);
}
}
}
//////////////////////////////////////// Log /////////////////////////////////////////
typedef ArithmTestBase Log;
OCL_TEST_P(Log, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::log(src1_roi, dst1_roi));
OCL_ON(cv::log(usrc1_roi, udst1_roi));
Near(1);
}
}
//////////////////////////////////////// Exp /////////////////////////////////////////
typedef ArithmTestBase Exp;
OCL_TEST_P(Exp, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::exp(src1_roi, dst1_roi));
OCL_ON(cv::exp(usrc1_roi, udst1_roi));
Near(2);
}
}
//////////////////////////////////////// Phase /////////////////////////////////////////
typedef ArithmTestBase Phase;
OCL_TEST_P(Phase, angleInDegree)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::phase(src1_roi, src2_roi, dst1_roi, true));
OCL_ON(cv::phase(usrc1_roi, usrc2_roi, udst1_roi, true));
Near(1e-2);
}
}
OCL_TEST_P(Phase, angleInRadians)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::phase(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::phase(usrc1_roi, usrc2_roi, udst1_roi));
Near(1e-2);
}
}
//////////////////////////////////////// Magnitude /////////////////////////////////////////
typedef ArithmTestBase Magnitude;
OCL_TEST_P(Magnitude, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::magnitude(src1_roi, src2_roi, dst1_roi));
OCL_ON(cv::magnitude(usrc1_roi, usrc2_roi, udst1_roi));
Near(depth == CV_64F ? 1e-5 : 1e-2);
}
}
//////////////////////////////// Flip /////////////////////////////////////////////////
typedef ArithmTestBase Flip;
OCL_TEST_P(Flip, X)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::flip(src1_roi, dst1_roi, 0));
OCL_ON(cv::flip(usrc1_roi, udst1_roi, 0));
Near(0);
}
}
OCL_TEST_P(Flip, Y)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::flip(src1_roi, dst1_roi, 1));
OCL_ON(cv::flip(usrc1_roi, udst1_roi, 1));
Near(0);
}
}
OCL_TEST_P(Flip, BOTH)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::flip(src1_roi, dst1_roi, -1));
OCL_ON(cv::flip(usrc1_roi, udst1_roi, -1));
Near(0);
}
}
//////////////////////////////// Norm /////////////////////////////////////////////////
static bool relativeError(double actual, double expected, double eps)
{
return std::abs(actual - expected) / actual < eps;
}
typedef ArithmTestBase Norm;
OCL_TEST_P(Norm, NORM_INF_1arg)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(const double cpuRes = cv::norm(src1_roi, NORM_INF));
OCL_ON(const double gpuRes = cv::norm(usrc1_roi, NORM_INF));
EXPECT_NEAR(cpuRes, gpuRes, 0.1);
}
}
OCL_TEST_P(Norm, NORM_L1_1arg)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(const double cpuRes = cv::norm(src1_roi, NORM_L1));
OCL_ON(const double gpuRes = cv::norm(usrc1_roi, NORM_L1));
EXPECT_PRED3(relativeError, cpuRes, gpuRes, 1e-6);
}
}
OCL_TEST_P(Norm, NORM_L2_1arg)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(const double cpuRes = cv::norm(src1_roi, NORM_L2));
OCL_ON(const double gpuRes = cv::norm(usrc1_roi, NORM_L2));
EXPECT_PRED3(relativeError, cpuRes, gpuRes, 1e-6);
}
}
OCL_TEST_P(Norm, NORM_INF_2args)
{
for (int relative = 0; relative < 2; ++relative)
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
int type = NORM_INF;
if (relative == 1)
type |= NORM_RELATIVE;
OCL_OFF(const double cpuRes = cv::norm(src1_roi, src2_roi, type));
OCL_ON(const double gpuRes = cv::norm(usrc1_roi, usrc2_roi, type));
EXPECT_NEAR(cpuRes, gpuRes, 0.1);
}
}
OCL_TEST_P(Norm, NORM_L1_2args)
{
for (int relative = 0; relative < 2; ++relative)
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
int type = NORM_L1;
if (relative == 1)
type |= NORM_RELATIVE;
OCL_OFF(const double cpuRes = cv::norm(src1_roi, src2_roi, type));
OCL_ON(const double gpuRes = cv::norm(usrc1_roi, usrc2_roi, type));
EXPECT_PRED3(relativeError, cpuRes, gpuRes, 1e-6);
}
}
OCL_TEST_P(Norm, NORM_L2_2args)
{
for (int relative = 0; relative < 2; ++relative)
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
int type = NORM_L2;
if (relative == 1)
type |= NORM_RELATIVE;
OCL_OFF(const double cpuRes = cv::norm(src1_roi, src2_roi, type));
OCL_ON(const double gpuRes = cv::norm(usrc1_roi, usrc2_roi, type));
EXPECT_PRED3(relativeError, cpuRes, gpuRes, 1e-6);
}
}
//////////////////////////////// Sqrt ////////////////////////////////////////////////
typedef ArithmTestBase Sqrt;
OCL_TEST_P(Sqrt, Mat)
{
for (int j = 0; j < test_loop_times; j++)
{
generateTestData();
OCL_OFF(cv::sqrt(src1_roi, dst1_roi));
OCL_ON(cv::sqrt(usrc1_roi, udst1_roi));
Near(1);
}
}
//////////////////////////////////////// Instantiation /////////////////////////////////////////
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Lut, Combine(::testing::Values(CV_8U, CV_8S), OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool(), Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Add, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Subtract, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Mul, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Div, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Min, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Max, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Absdiff, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, CartToPolar, Combine(testing::Values(CV_32F, CV_64F), OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, PolarToCart, Combine(testing::Values(CV_32F, CV_64F), OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Transpose, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_and, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_not, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_xor, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_or, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Pow, Combine(testing::Values(CV_32F, CV_64F), OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Compare, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, AddWeighted, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, SetIdentity, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Repeat, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, CountNonZero, Combine(OCL_ALL_DEPTHS, testing::Values(Channels(1)), Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Sum, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, MeanStdDev, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Log, Combine(::testing::Values(CV_32F, CV_64F), OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Exp, Combine(::testing::Values(CV_32F, CV_64F), OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Phase, Combine(::testing::Values(CV_32F, CV_64F), OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Magnitude, Combine(::testing::Values(CV_32F, CV_64F), OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Flip, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Norm, Combine(OCL_ALL_DEPTHS, OCL_ALL_CHANNELS, Bool()));
OCL_INSTANTIATE_TEST_CASE_P(Arithm, Sqrt, Combine(::testing::Values(CV_32F, CV_64F), OCL_ALL_CHANNELS, Bool()));
} } // namespace cvtest::ocl
#endif // HAVE_OPENCL
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