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optimized cv::norm with NORM_RELATIVE
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2040995801
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5403bdd228
@ -76,7 +76,7 @@
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#ifdef OP_CALC2
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#define CALC_MAX2(p) \
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if (maxval2 < temp.p) \
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maxval2 = temp.p
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maxval2 = temp.p;
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#else
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#define CALC_MAX2(p)
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#endif
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@ -171,6 +171,9 @@ __kernel void minmaxloc(__global const uchar * srcptr, int src_step, int src_off
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#endif
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temp2 = convertToDT(*(__global const srcT *)(src2ptr + src2_index));
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temp = temp > temp2 ? temp - temp2 : (temp2 - temp);
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#ifdef OP_CALC2
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temp2 = temp2 >= (dstT)(0) ? temp2 : -temp2;
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#endif
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#endif
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#if kercn == 1
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@ -192,7 +195,6 @@ __kernel void minmaxloc(__global const uchar * srcptr, int src_step, int src_off
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#endif
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}
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#ifdef OP_CALC2
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temp2 = temp2 >= (dstT)(0) ? temp2 : -temp2;
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if (maxval2 < temp2)
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maxval2 = temp2;
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#endif
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@ -580,6 +580,9 @@ __kernel void reduce(__global const uchar * srcptr, int src_step, int src_offset
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int id = get_global_id(0) * kercn;
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srcptr += src_offset;
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#ifdef HAVE_SRC2
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src2ptr += src2_offset;
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#endif
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DECLARE_LOCAL_MEM;
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DEFINE_ACCUMULATOR;
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@ -1334,17 +1334,17 @@ static void ofs2idx(const Mat& a, size_t ofs, int* idx)
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#ifdef HAVE_OPENCL
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template <typename T>
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void getMinMaxRes(const Mat & db, double* minVal, double* maxVal,
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void getMinMaxRes(const Mat & db, double * minVal, double * maxVal,
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int* minLoc, int* maxLoc,
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int groupnum, int cols)
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int groupnum, int cols, double * maxVal2)
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{
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uint index_max = std::numeric_limits<uint>::max();
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T minval = std::numeric_limits<T>::max();
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T maxval = std::numeric_limits<T>::min() > 0 ? -std::numeric_limits<T>::max() : std::numeric_limits<T>::min();
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T maxval = std::numeric_limits<T>::min() > 0 ? -std::numeric_limits<T>::max() : std::numeric_limits<T>::min(), maxval2 = maxval;
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uint minloc = index_max, maxloc = index_max;
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int index = 0;
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const T * minptr = NULL, * maxptr = NULL;
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const T * minptr = NULL, * maxptr = NULL, * maxptr2 = NULL;
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const uint * minlocptr = NULL, * maxlocptr = NULL;
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if (minVal || minLoc)
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{
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@ -1362,7 +1362,12 @@ void getMinMaxRes(const Mat & db, double* minVal, double* maxVal,
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index += sizeof(uint) * groupnum;
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}
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if (maxLoc)
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{
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maxlocptr = (uint *)(db.data + index);
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index += sizeof(uint) * groupnum;
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}
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if (maxVal2)
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maxptr2 = (const T *)(db.data + index);
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for (int i = 0; i < groupnum; i++)
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{
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@ -1394,6 +1399,8 @@ void getMinMaxRes(const Mat & db, double* minVal, double* maxVal,
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maxval = maxptr[i];
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}
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}
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if (maxptr2 && maxptr2[i] > maxval2)
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maxval2 = maxptr2[i];
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}
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bool zero_mask = (minLoc && minloc == index_max) ||
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(maxLoc && maxloc == index_max);
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@ -1402,6 +1409,8 @@ void getMinMaxRes(const Mat & db, double* minVal, double* maxVal,
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*minVal = zero_mask ? 0 : (double)minval;
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if (maxVal)
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*maxVal = zero_mask ? 0 : (double)maxval;
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if (maxVal2)
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*maxVal2 = zero_mask ? 0 : (double)maxval2;
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if (minLoc)
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{
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@ -1415,20 +1424,21 @@ void getMinMaxRes(const Mat & db, double* minVal, double* maxVal,
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}
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}
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typedef void (*getMinMaxResFunc)(const Mat & db, double *minVal, double *maxVal,
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int *minLoc, int *maxLoc, int gropunum, int cols);
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typedef void (*getMinMaxResFunc)(const Mat & db, double * minVal, double * maxVal,
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int * minLoc, int *maxLoc, int gropunum, int cols, double * maxVal2);
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static bool ocl_minMaxIdx( InputArray _src, double* minVal, double* maxVal, int* minLoc, int* maxLoc, InputArray _mask,
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int ddepth = -1, bool absValues = false, InputArray _src2 = noArray(), bool calc2 = false)
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int ddepth = -1, bool absValues = false, InputArray _src2 = noArray(), double * maxVal2 = NULL)
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{
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CV_Assert( (_src.channels() == 1 && (_mask.empty() || _mask.type() == CV_8U)) ||
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(_src.channels() >= 1 && _mask.empty() && !minLoc && !maxLoc) );
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const ocl::Device & dev = ocl::Device::getDefault();
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bool doubleSupport = dev.doubleFPConfig() > 0, haveMask = !_mask.empty(),
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haveSrc2 = _src2.kind() != _InputArray::NONE;
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int type = _src.type(), depth = CV_MAT_DEPTH(type), cn = CV_MAT_CN(type),
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kercn = haveMask ? 1 : std::min(4, ocl::predictOptimalVectorWidth(_src));
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CV_Assert( (cn == 1 && (_mask.empty() || _mask.type() == CV_8U)) ||
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(cn >= 1 && _mask.empty() && !minLoc && !maxLoc) );
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if (ddepth < 0)
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ddepth = depth;
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@ -1471,7 +1481,7 @@ static bool ocl_minMaxIdx( InputArray _src, double* minVal, double* maxVal, int*
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needMinLoc ? " -D NEED_MINLOC" : "", needMaxLoc ? " -D NEED_MAXLOC" : "",
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ocl::typeToStr(ddepth), ocl::typeToStr(CV_MAKE_TYPE(ddepth, kercn)),
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ocl::convertTypeStr(depth, ddepth, kercn, cvt), absValues ? " -D OP_ABS" : "",
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haveSrc2 ? " -D HAVE_SRC2" : "", calc2 ? " -D OP_CALC2" : "",
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haveSrc2 ? " -D HAVE_SRC2" : "", maxVal2 ? " -D OP_CALC2" : "",
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haveSrc2 && _src2.isContinuous() ? " -D HAVE_SRC2_CONT" : "");
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ocl::Kernel k("minmaxloc", ocl::core::minmaxloc_oclsrc, opts);
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@ -1481,7 +1491,7 @@ static bool ocl_minMaxIdx( InputArray _src, double* minVal, double* maxVal, int*
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int esz = CV_ELEM_SIZE(ddepth), esz32s = CV_ELEM_SIZE1(CV_32S),
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dbsize = groupnum * ((needMinVal ? esz : 0) + (needMaxVal ? esz : 0) +
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(needMinLoc ? esz32s : 0) + (needMaxLoc ? esz32s : 0) +
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(calc2 ? esz : 0));
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(maxVal2 ? esz : 0));
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UMat src = _src.getUMat(), src2 = _src2.getUMat(), db(1, dbsize, CV_8UC1), mask = _mask.getUMat();
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if (cn > 1)
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@ -1525,12 +1535,13 @@ static bool ocl_minMaxIdx( InputArray _src, double* minVal, double* maxVal, int*
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getMinMaxRes<double>
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};
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getMinMaxResFunc func = functab[depth];
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getMinMaxResFunc func = functab[ddepth];
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int locTemp[2];
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func(db.getMat(ACCESS_READ), minVal, maxVal,
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needMinLoc ? minLoc ? minLoc : locTemp : minLoc,
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needMaxLoc ? maxLoc ? maxLoc : locTemp : maxLoc, groupnum, src.cols);
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needMaxLoc ? maxLoc ? maxLoc : locTemp : maxLoc,
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groupnum, src.cols, maxVal2);
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return true;
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}
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@ -2560,9 +2571,10 @@ static bool ocl_norm( InputArray _src1, InputArray _src2, int normType, InputArr
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}
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else
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{
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if (!ocl_minMaxIdx(_src1, NULL, &result, NULL, NULL, _mask, std::max(CV_32S, depth),
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false, _src2, relative))
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if (!ocl_minMaxIdx(_src1, NULL, &sc1[0], NULL, NULL, _mask, std::max(CV_32S, depth),
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false, _src2, relative ? &sc2[0] : NULL))
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return false;
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cn = 1;
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}
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double s2 = 0;
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@ -1293,6 +1293,8 @@ OCL_TEST_P(Norm, NORM_INF_2args)
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{
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generateTestData();
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SCOPED_TRACE(relative ? "NORM_RELATIVE" : "");
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int type = NORM_INF;
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if (relative == 1)
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type |= NORM_RELATIVE;
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@ -1311,6 +1313,8 @@ OCL_TEST_P(Norm, NORM_INF_2args_mask)
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{
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generateTestData();
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SCOPED_TRACE(relative ? "NORM_RELATIVE" : "");
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int type = NORM_INF;
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if (relative == 1)
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type |= NORM_RELATIVE;
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@ -1329,6 +1333,8 @@ OCL_TEST_P(Norm, NORM_L1_2args)
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{
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generateTestData();
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SCOPED_TRACE(relative ? "NORM_RELATIVE" : "");
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int type = NORM_L1;
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if (relative == 1)
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type |= NORM_RELATIVE;
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@ -1347,6 +1353,8 @@ OCL_TEST_P(Norm, NORM_L1_2args_mask)
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{
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generateTestData();
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SCOPED_TRACE(relative ? "NORM_RELATIVE" : "");
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int type = NORM_L1;
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if (relative == 1)
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type |= NORM_RELATIVE;
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@ -1365,6 +1373,8 @@ OCL_TEST_P(Norm, NORM_L2_2args)
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{
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generateTestData();
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SCOPED_TRACE(relative ? "NORM_RELATIVE" : "");
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int type = NORM_L2;
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if (relative == 1)
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type |= NORM_RELATIVE;
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@ -1383,6 +1393,8 @@ OCL_TEST_P(Norm, NORM_L2_2args_mask)
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{
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generateTestData();
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SCOPED_TRACE(relative ? "NORM_RELATIVE" : "");
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int type = NORM_L2;
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if (relative == 1)
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type |= NORM_RELATIVE;
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