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

151 lines
5.2 KiB
C++

/*M///////////////////////////////////////////////////////////////////////////////////////
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// Peng Xiao, pengxiao@multicorewareinc.com
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#include "../test_precomp.hpp"
#include "opencv2/ts/ocl_test.hpp"
#ifdef HAVE_OPENCL
namespace cvtest {
namespace ocl {
////////////////////////////////////////////////////////////////////////////
// GEMM
PARAM_TEST_CASE(Gemm,
MatType,
bool, // GEMM_1_T
bool, // GEMM_2_T
bool, // GEMM_3_T
bool // ROI
)
{
bool use_roi;
int type, flags;
bool atrans, btrans, ctrans;
double alpha, beta;
TEST_DECLARE_INPUT_PARAMETER(A);
TEST_DECLARE_INPUT_PARAMETER(B);
TEST_DECLARE_INPUT_PARAMETER(C);
TEST_DECLARE_OUTPUT_PARAMETER(D);
virtual void SetUp()
{
atrans = btrans = ctrans = false;
type = GET_PARAM(0);
use_roi = GET_PARAM(4);
flags = 0;
if (GET_PARAM(1))
flags |= GEMM_1_T, atrans = true;
if (GET_PARAM(2))
flags |= GEMM_2_T, btrans = true;
if (GET_PARAM(3))
flags |= GEMM_3_T, ctrans = true;
}
void generateTestData()
{
// set minimum size to 20, since testing less sizes doesn't make sense
Size ARoiSize = randomSize(20, MAX_VALUE);
Border ABorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(A, A_roi, ARoiSize, ABorder, type, -11, 11);
if (atrans)
ARoiSize = Size(ARoiSize.height, ARoiSize.width);
Size BRoiSize = randomSize(20, MAX_VALUE);
if (btrans)
BRoiSize.width = ARoiSize.width;
else
BRoiSize.height = ARoiSize.width;
Border BBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(B, B_roi, BRoiSize, BBorder, type, -11, 11);
if (btrans)
BRoiSize = Size(BRoiSize.height, BRoiSize.width);
Size DRoiSize = Size(BRoiSize.width, ARoiSize.height), CRoiSizeT(DRoiSize.height, DRoiSize.width);
Border CBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(C, C_roi, ctrans ? CRoiSizeT : DRoiSize, CBorder, type, -11, 11);
Border DBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(D, D_roi, DRoiSize, DBorder, type, -11, 11);
alpha = randomDouble(-4, 4);
beta = randomDouble(-4, 4);
UMAT_UPLOAD_INPUT_PARAMETER(A);
UMAT_UPLOAD_INPUT_PARAMETER(B);
UMAT_UPLOAD_INPUT_PARAMETER(C);
UMAT_UPLOAD_OUTPUT_PARAMETER(D);
}
};
OCL_TEST_P(Gemm, Accuracy)
{
for (int i = 0; i < test_loop_times; ++i)
{
generateTestData();
OCL_OFF(cv::gemm(A_roi, B_roi, alpha, C_roi, beta, D_roi, flags));
OCL_ON(cv::gemm(uA_roi, uB_roi, alpha, uC_roi, beta, uD_roi, flags));
double eps = D_roi.size().area() * 1e-4;
OCL_EXPECT_MATS_NEAR(D, eps);
}
}
OCL_INSTANTIATE_TEST_CASE_P(Core, Gemm, ::testing::Combine(
testing::Values(CV_32FC1, CV_32FC2, CV_64FC1, CV_64FC2),
Bool(), Bool(), Bool(), Bool()));
} } // namespace cvtest::ocl
#endif // HAVE_OPENCL