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Open Source Computer Vision Library
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4418 lines
136 KiB
4418 lines
136 KiB
/////////////////////////////////////////////////////////////////////////////////////// |
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// |
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// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. |
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// |
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// By downloading, copying, installing or using the software you agree to this license. |
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// If you do not agree to this license, do not download, install, |
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// copy or use the software. |
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// |
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// |
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// License Agreement |
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// For Open Source Computer Vision Library |
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// |
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// Copyright (C) 2010-2012, Institute Of Software Chinese Academy Of Science, all rights reserved. |
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// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. |
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// Third party copyrights are property of their respective owners. |
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// |
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// @Authors |
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// Niko Li, newlife20080214@gmail.com |
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// Jia Haipeng, jiahaipeng95@gmail.com |
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// Shengen Yan, yanshengen@gmail.com |
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// Jiang Liyuan,jlyuan001.good@163.com |
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// Rock Li, Rock.Li@amd.com |
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// Zailong Wu, bullet@yeah.net |
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// |
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// Redistribution and use in source and binary forms, with or without modification, |
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// are permitted provided that the following conditions are met: |
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// |
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// * Redistribution's of source code must retain the above copyright notice, |
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// this list of conditions and the following disclaimer. |
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// |
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// * Redistribution's in binary form must reproduce the above copyright notice, |
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// this list of conditions and the following disclaimer in the documentation |
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// and/or other oclMaterials provided with the distribution. |
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// |
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// * The name of the copyright holders may not be used to endorse or promote products |
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// derived from this software without specific prior written permission. |
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// |
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// This software is provided by the copyright holders and contributors "as is" and |
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// any express or implied warranties, including, but not limited to, the implied |
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// warranties of merchantability and fitness for a particular purpose are disclaimed. |
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// In no event shall the Intel Corporation or contributors be liable for any direct, |
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// indirect, incidental, special, exemplary, or consequential damages |
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// (including, but not limited to, procurement of substitute goods or services; |
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// loss of use, data, or profits; or business interruption) however caused |
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// and on any theory of liability, whether in contract, strict liability, |
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// or tort (including negligence or otherwise) arising in any way out of |
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// the use of this software, even if advised of the possibility of such damage. |
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// |
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//M*/ |
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#include "precomp.hpp" |
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#include <iomanip> |
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#ifdef HAVE_OPENCL |
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using namespace cv; |
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using namespace cv::ocl; |
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using namespace cvtest; |
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using namespace testing; |
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using namespace std; |
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PARAM_TEST_CASE(ArithmTestBase, MatType, bool) |
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{ |
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int type; |
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cv::Scalar val; |
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//src mat |
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cv::Mat mat1; |
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cv::Mat mat2; |
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cv::Mat mask; |
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cv::Mat dst; |
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cv::Mat dst1; //bak, for two outputs |
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// set up roi |
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int roicols; |
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int roirows; |
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int src1x; |
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int src1y; |
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int src2x; |
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int src2y; |
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int dstx; |
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int dsty; |
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int maskx; |
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int masky; |
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//src mat with roi |
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cv::Mat mat1_roi; |
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cv::Mat mat2_roi; |
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cv::Mat mask_roi; |
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cv::Mat dst_roi; |
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cv::Mat dst1_roi; //bak |
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//std::vector<cv::ocl::Info> oclinfo; |
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//ocl dst mat for testing |
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cv::ocl::oclMat gdst_whole; |
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cv::ocl::oclMat gdst1_whole; //bak |
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//ocl mat with roi |
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cv::ocl::oclMat gmat1; |
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cv::ocl::oclMat gmat2; |
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cv::ocl::oclMat gdst; |
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cv::ocl::oclMat gdst1; //bak |
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cv::ocl::oclMat gmask; |
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virtual void SetUp() |
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{ |
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type = GET_PARAM(0); |
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cv::RNG &rng = TS::ptr()->get_rng(); |
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cv::Size size(MWIDTH, MHEIGHT); |
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mat1 = randomMat(rng, size, type, 5, 16, false); |
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//mat2 = randomMat(rng, cv::Size(512,3), type, 5, 16, false); |
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mat2 = randomMat(rng, size, type, 5, 16, false); |
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dst = randomMat(rng, size, type, 5, 16, false); |
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dst1 = randomMat(rng, size, type, 5, 16, false); |
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mask = randomMat(rng, size, CV_8UC1, 0, 2, false); |
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cv::threshold(mask, mask, 0.5, 255., CV_8UC1); |
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val = cv::Scalar(rng.uniform(-10.0, 10.0), rng.uniform(-10.0, 10.0), rng.uniform(-10.0, 10.0), rng.uniform(-10.0, 10.0)); |
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//int devnums = getDevice(oclinfo); |
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//CV_Assert(devnums>0); |
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////if you want to use undefault device, set it here |
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////setDevice(oclinfo[0]); |
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//setBinpath(CLBINPATH); |
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} |
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void Has_roi(int b) |
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{ |
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//cv::RNG& rng = TS::ptr()->get_rng(); |
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if(b) |
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{ |
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//randomize ROI |
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roicols = mat1.cols - 1; |
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roirows = mat1.rows - 1; |
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src1x = 1; |
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src2x = 1; |
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src1y = 1; |
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src2y = 1; |
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dstx = 1; |
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dsty = 1; |
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maskx = 1; |
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masky = 1; |
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} |
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else |
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{ |
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roicols = mat1.cols; |
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roirows = mat1.rows; |
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src1x = 0; |
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src2x = 0; |
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src1y = 0; |
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src2y = 0; |
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dstx = 0; |
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dsty = 0; |
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maskx = 0; |
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masky = 0; |
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}; |
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mat1_roi = mat1(Rect(src1x, src1y, roicols, roirows)); |
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//mat2_roi = mat2(Rect(src2x,src2y,256,1)); |
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mat2_roi = mat2(Rect(src2x, src2y, roicols, roirows)); |
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mask_roi = mask(Rect(maskx, masky, roicols, roirows)); |
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dst_roi = dst(Rect(dstx, dsty, roicols, roirows)); |
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dst1_roi = dst1(Rect(dstx, dsty, roicols, roirows)); |
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//gdst_whole = dst; |
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//gdst = gdst_whole(Rect(dstx,dsty,roicols,roirows)); |
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//gdst1_whole = dst1; |
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//gdst1 = gdst1_whole(Rect(dstx,dsty,roicols,roirows)); |
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//gmat1 = mat1_roi; |
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//gmat2 = mat2_roi; |
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//gmask = mask_roi; |
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} |
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}; |
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////////////////////////////////lut///////////////////////////////////////////////// |
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struct Lut : ArithmTestBase {}; |
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TEST_P(Lut, Mat) |
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{ |
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cv::Mat mat2(3, 512, CV_8UC1); |
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cv::RNG &rng = TS::ptr()->get_rng(); |
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rng.fill(mat2, cv::RNG::UNIFORM, cv::Scalar::all(0), cv::Scalar::all(256)); |
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#ifndef PRINT_KERNEL_RUN_TIME |
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double totalcputick = 0; |
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double totalgputick = 0; |
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double totalgputick_kernel = 0; |
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double t0 = 0; |
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double t1 = 0; |
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double t2 = 0; |
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for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
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{ |
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totalcputick = 0; |
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totalgputick = 0; |
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totalgputick_kernel = 0; |
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for(int j = 0; j < LOOP_TIMES + 1; j ++) |
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{ |
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Has_roi(k); |
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mat2 = randomMat(rng, cv::Size(512, 3), type, 5, 16, false); |
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mat2_roi = mat2(Rect(src2x, src2y, 256, 1)); |
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t0 = (double)cvGetTickCount();//cpu start |
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cv::LUT(mat1_roi, mat2_roi, dst_roi); |
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t0 = (double)cvGetTickCount() - t0;//cpu end |
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t1 = (double)cvGetTickCount();//gpu start1 |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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gmat1 = mat1_roi; |
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gmat2 = mat2_roi; |
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t2 = (double)cvGetTickCount(); //kernel |
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cv::ocl::LUT(gmat1, gmat2, gdst); |
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t2 = (double)cvGetTickCount() - t2;//kernel |
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cv::Mat cpu_dst; |
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gdst_whole.download (cpu_dst);//download |
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t1 = (double)cvGetTickCount() - t1;//gpu end1 |
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if(j == 0) |
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continue; |
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totalgputick = t1 + totalgputick; |
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totalcputick = t0 + totalcputick; |
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totalgputick_kernel = t2 + totalgputick_kernel; |
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} |
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if(k == 0) |
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{ |
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cout << "no roi\n"; |
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} |
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else |
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{ |
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cout << "with roi\n"; |
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}; |
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// s=GetParam(); |
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cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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} |
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#else |
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for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
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{ |
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Has_roi(j); |
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// src2x = rng.uniform( 0,mat2.cols - 256); |
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// src2y = rng.uniform (0,mat2.rows - 1); |
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// cv::Mat mat2_roi = mat2(Rect(src2x,src2y,256,1)); |
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mat2 = randomMat(rng, cv::Size(512, 3), type, 5, 16, false); |
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mat2_roi = mat2(Rect(src2x, src2y, 256, 1)); |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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// gdst1_whole = dst1; |
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// gdst1 = gdst1_whole(Rect(dstx,dsty,roicols,roirows)); |
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gmat1 = mat1_roi; |
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gmat2 = mat2_roi; |
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// gmask = mask_roi; |
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if(j == 0) |
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{ |
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cout << "no roi:"; |
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} |
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else |
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{ |
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cout << "\nwith roi:"; |
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}; |
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cv::ocl::LUT(gmat1, gmat2, gdst); |
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}; |
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#endif |
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} |
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////////////////////////////////exp///////////////////////////////////////////////// |
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struct Exp : ArithmTestBase {}; |
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TEST_P(Exp, Mat) |
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{ |
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#ifndef PRINT_KERNEL_RUN_TIME |
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double totalcputick = 0; |
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double totalgputick = 0; |
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double totalgputick_kernel = 0; |
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double t0 = 0; |
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double t1 = 0; |
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double t2 = 0; |
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for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
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{ |
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totalcputick = 0; |
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totalgputick = 0; |
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totalgputick_kernel = 0; |
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for(int j = 0; j < LOOP_TIMES + 1; j ++) |
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{ |
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Has_roi(k); |
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t0 = (double)cvGetTickCount();//cpu start |
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cv::exp(mat1_roi, dst_roi); |
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t0 = (double)cvGetTickCount() - t0;//cpu end |
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t1 = (double)cvGetTickCount();//gpu start1 |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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gmat1 = mat1_roi; |
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t2 = (double)cvGetTickCount(); //kernel |
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cv::ocl::exp(gmat1, gdst); |
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t2 = (double)cvGetTickCount() - t2;//kernel |
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cv::Mat cpu_dst; |
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gdst_whole.download(cpu_dst); |
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t1 = (double)cvGetTickCount() - t1;//gpu end1 |
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if(j == 0) |
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continue; |
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totalgputick = t1 + totalgputick; |
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totalcputick = t0 + totalcputick; |
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totalgputick_kernel = t2 + totalgputick_kernel; |
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//EXPECT_MAT_NEAR(dst, cpu_dst, 0,""); |
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} |
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if(k == 0) |
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{ |
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cout << "no roi\n"; |
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} |
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else |
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{ |
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cout << "with roi\n"; |
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}; |
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cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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} |
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#else |
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for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
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{ |
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Has_roi(j); |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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gmat1 = mat1_roi; |
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if(j == 0) |
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{ |
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cout << "no roi:"; |
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} |
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else |
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{ |
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cout << "\nwith roi:"; |
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}; |
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cv::ocl::exp(gmat1, gdst); |
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}; |
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#endif |
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} |
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////////////////////////////////log///////////////////////////////////////////////// |
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struct Log : ArithmTestBase {}; |
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TEST_P(Log, Mat) |
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{ |
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#ifndef PRINT_KERNEL_RUN_TIME |
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double totalcputick = 0; |
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double totalgputick = 0; |
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double totalgputick_kernel = 0; |
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double t0 = 0; |
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double t1 = 0; |
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double t2 = 0; |
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for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
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{ |
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totalcputick = 0; |
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totalgputick = 0; |
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totalgputick_kernel = 0; |
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for(int j = 0; j < LOOP_TIMES + 1; j ++) |
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{ |
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Has_roi(k); |
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t0 = (double)cvGetTickCount();//cpu start |
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cv::log(mat1_roi, dst_roi); |
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t0 = (double)cvGetTickCount() - t0;//cpu end |
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t1 = (double)cvGetTickCount();//gpu start1 |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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gmat1 = mat1_roi; |
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t2 = (double)cvGetTickCount(); //kernel |
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cv::ocl::log(gmat1, gdst); |
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t2 = (double)cvGetTickCount() - t2;//kernel |
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cv::Mat cpu_dst; |
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gdst_whole.download (cpu_dst);//download |
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t1 = (double)cvGetTickCount() - t1;//gpu end1 |
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if(j == 0) |
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continue; |
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totalgputick = t1 + totalgputick; |
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totalcputick = t0 + totalcputick; |
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totalgputick_kernel = t2 + totalgputick_kernel; |
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} |
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if(k == 0) |
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{ |
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cout << "no roi\n"; |
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} |
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else |
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{ |
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cout << "with roi\n"; |
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}; |
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cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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} |
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#else |
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for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
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{ |
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Has_roi(j); |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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gmat1 = mat1_roi; |
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if(j == 0) |
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{ |
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cout << "no roi:"; |
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} |
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else |
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{ |
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cout << "\nwith roi:"; |
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}; |
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cv::ocl::log(gmat1, gdst); |
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}; |
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#endif |
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} |
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////////////////////////////////add///////////////////////////////////////////////// |
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struct Add : ArithmTestBase {}; |
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TEST_P(Add, Mat) |
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{ |
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#ifndef PRINT_KERNEL_RUN_TIME |
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double totalcputick = 0; |
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double totalgputick = 0; |
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double totalgputick_kernel = 0; |
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double t0 = 0; |
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double t1 = 0; |
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double t2 = 0; |
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for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
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{ |
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totalcputick = 0; |
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totalgputick = 0; |
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totalgputick_kernel = 0; |
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for(int j = 0; j < LOOP_TIMES + 1; j ++) |
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{ |
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Has_roi(k); |
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t0 = (double)cvGetTickCount();//cpu start |
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cv::add(mat1_roi, mat2_roi, dst_roi); |
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t0 = (double)cvGetTickCount() - t0;//cpu end |
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t1 = (double)cvGetTickCount();//gpu start1 |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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gmat1 = mat1_roi; |
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gmat2 = mat2_roi; |
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t2 = (double)cvGetTickCount(); //kernel |
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cv::ocl::add(gmat1, gmat2, gdst); |
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t2 = (double)cvGetTickCount() - t2;//kernel |
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cv::Mat cpu_dst; |
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gdst_whole.download (cpu_dst);//download |
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t1 = (double)cvGetTickCount() - t1;//gpu end1 |
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if(j == 0) |
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continue; |
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totalgputick = t1 + totalgputick; |
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totalcputick = t0 + totalcputick; |
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totalgputick_kernel = t2 + totalgputick_kernel; |
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} |
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if(k == 0) |
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{ |
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cout << "no roi\n"; |
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} |
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else |
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{ |
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cout << "with roi\n"; |
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}; |
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cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
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} |
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#else |
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for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
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{ |
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Has_roi(j); |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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gmat1 = mat1_roi; |
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gmat2 = mat2_roi; |
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if(j == 0) |
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{ |
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cout << "no roi:"; |
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} |
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else |
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{ |
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cout << "\nwith roi:"; |
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}; |
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cv::ocl::add(gmat1, gmat2, gdst); |
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}; |
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#endif |
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} |
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TEST_P(Add, Mat_Mask) |
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{ |
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#ifndef PRINT_KERNEL_RUN_TIME |
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double totalcputick = 0; |
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double totalgputick = 0; |
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double totalgputick_kernel = 0; |
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double t0 = 0; |
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double t1 = 0; |
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double t2 = 0; |
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for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
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{ |
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totalcputick = 0; |
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totalgputick = 0; |
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totalgputick_kernel = 0; |
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for(int j = 0; j < LOOP_TIMES + 1; j ++) |
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{ |
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Has_roi(k); |
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t0 = (double)cvGetTickCount();//cpu start |
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cv::add(mat1_roi, mat2_roi, dst_roi, mask_roi); |
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t0 = (double)cvGetTickCount() - t0;//cpu end |
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t1 = (double)cvGetTickCount();//gpu start1 |
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gdst_whole = dst; |
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gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
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gmat1 = mat1_roi; |
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gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::add(gmat1, gmat2, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::add(gmat1, gmat2, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
TEST_P(Add, Scalar) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::add(mat1_roi, val, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::add(gmat1, val, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::add(gmat1, val, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Add, Scalar_Mask) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::add(mat1_roi, val, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::add(gmat1, val, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::add(gmat1, val, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
////////////////////////////////sub///////////////////////////////////////////////// |
|
struct Sub : ArithmTestBase {}; |
|
|
|
TEST_P(Sub, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::subtract(mat1_roi, mat2_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::subtract(gmat1, gmat2, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::subtract(gmat1, gmat2, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Sub, Mat_Mask) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::subtract(mat1_roi, mat2_roi, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::subtract(gmat1, gmat2, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::subtract(gmat1, gmat2, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
TEST_P(Sub, Scalar) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::subtract(mat1_roi, val, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::subtract(gmat1, val, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::subtract(gmat1, val, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Sub, Scalar_Mask) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::subtract(mat1_roi, val, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::subtract(gmat1, val, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::subtract(gmat1, val, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
////////////////////////////////Mul///////////////////////////////////////////////// |
|
struct Mul : ArithmTestBase {}; |
|
|
|
TEST_P(Mul, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::multiply(mat1_roi, mat2_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::multiply(gmat1, gmat2, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::multiply(gmat1, gmat2, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Mul, Mat_Scalar) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
cv::RNG &rng = TS::ptr()->get_rng(); |
|
double s = rng.uniform(-10.0, 10.0); |
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::multiply(mat1_roi, mat2_roi, dst_roi, s); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::multiply(gmat1, gmat2, gdst, s); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
cv::RNG &rng = TS::ptr()->get_rng(); |
|
double s = rng.uniform(-10.0, 10.0); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::multiply(gmat1, gmat2, gdst, s); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
struct Div : ArithmTestBase {}; |
|
|
|
TEST_P(Div, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::divide(mat1_roi, mat2_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::divide(gmat1, gmat2, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::divide(gmat1, gmat2, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Div, Mat_Scalar) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
cv::RNG &rng = TS::ptr()->get_rng(); |
|
double s = rng.uniform(-10.0, 10.0); |
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::divide(mat1_roi, mat2_roi, dst_roi, s); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::divide(gmat1, gmat2, gdst, s); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
cv::RNG &rng = TS::ptr()->get_rng(); |
|
double s = rng.uniform(-10.0, 10.0); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::divide(gmat1, gmat2, gdst, s); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
struct Absdiff : ArithmTestBase {}; |
|
|
|
TEST_P(Absdiff, Mat) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::absdiff(mat1_roi, mat2_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::absdiff(gmat1, gmat2, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::absdiff(gmat1, gmat2, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Absdiff, Mat_Scalar) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::absdiff(mat1_roi, val, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::absdiff(gmat1, val, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::absdiff(gmat1, val, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
|
|
struct CartToPolar : ArithmTestBase {}; |
|
|
|
TEST_P(CartToPolar, angleInDegree) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::cartToPolar(mat1_roi, mat2_roi, dst_roi, dst1_roi, 1); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gdst1_whole = dst1; |
|
gdst1 = gdst1_whole(Rect(dstx, dsty, roicols, roirows)); |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::cartToPolar(gmat1, gmat2, gdst, gdst1, 1); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
cv::Mat cpu_dst1; |
|
gdst1_whole.download(cpu_dst1); |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gdst1_whole = dst1; |
|
gdst1 = gdst1_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::cartToPolar(gmat1, gmat2, gdst, gdst1, 1); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(CartToPolar, angleInRadians) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::cartToPolar(mat1_roi, mat2_roi, dst_roi, dst1_roi, 0); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gdst1_whole = dst1; |
|
gdst1 = gdst1_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::cartToPolar(gmat1, gmat2, gdst, gdst1, 0); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
cv::Mat cpu_dst1; |
|
gdst1_whole.download(cpu_dst1); |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gdst1_whole = dst1; |
|
gdst1 = gdst1_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::cartToPolar(gmat1, gmat2, gdst, gdst1, 0); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
struct PolarToCart : ArithmTestBase {}; |
|
|
|
TEST_P(PolarToCart, angleInDegree) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::polarToCart(mat1_roi, mat2_roi, dst_roi, dst1_roi, 1); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gdst1_whole = dst1; |
|
gdst1 = gdst1_whole(Rect(dstx, dsty, roicols, roirows)); |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::polarToCart(gmat1, gmat2, gdst, gdst1, 1); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
cv::Mat cpu_dst1; |
|
gdst1_whole.download(cpu_dst1); |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gdst1_whole = dst1; |
|
gdst1 = gdst1_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::polarToCart(gmat1, gmat2, gdst, gdst1, 1); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(PolarToCart, angleInRadians) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::polarToCart(mat1_roi, mat2_roi, dst_roi, dst1_roi, 0); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gdst1_whole = dst1; |
|
gdst1 = gdst1_whole(Rect(dstx, dsty, roicols, roirows)); |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::polarToCart(gmat1, gmat2, gdst, gdst1, 0); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
cv::Mat cpu_dst1; |
|
gdst1_whole.download(cpu_dst1); |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gdst1_whole = dst1; |
|
gdst1 = gdst1_whole(Rect(dstx, dsty, roicols, roirows)); |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::polarToCart(gmat1, gmat2, gdst, gdst1, 0); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
|
|
struct Magnitude : ArithmTestBase {}; |
|
|
|
TEST_P(Magnitude, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::magnitude(mat1_roi, mat2_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::magnitude(gmat1, gmat2, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::magnitude(gmat1, gmat2, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
struct Transpose : ArithmTestBase {}; |
|
|
|
TEST_P(Transpose, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::transpose(mat1_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::transpose(gmat1, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::transpose(gmat1, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
struct Flip : ArithmTestBase {}; |
|
|
|
TEST_P(Flip, X) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::flip(mat1_roi, dst_roi, 0); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::flip(gmat1, gdst, 0); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::flip(gmat1, gdst, 0); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Flip, Y) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::flip(mat1_roi, dst_roi, 1); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::flip(gmat1, gdst, 1); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::flip(gmat1, gdst, 1); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Flip, BOTH) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::flip(mat1_roi, dst_roi, -1); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::flip(gmat1, gdst, -1); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::flip(gmat1, gdst, -1); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
|
|
struct MinMax : ArithmTestBase {}; |
|
|
|
TEST_P(MinMax, MAT) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
double minVal, maxVal; |
|
cv::Point minLoc, maxLoc; |
|
t0 = (double)cvGetTickCount();//cpu start |
|
if (mat1.depth() != CV_8S) |
|
{ |
|
cv::minMaxLoc(mat1_roi, &minVal, &maxVal, &minLoc, &maxLoc); |
|
} |
|
else |
|
{ |
|
minVal = std::numeric_limits<double>::max(); |
|
maxVal = -std::numeric_limits<double>::max(); |
|
for (int i = 0; i < mat1_roi.rows; ++i) |
|
for (int j = 0; j < mat1_roi.cols; ++j) |
|
{ |
|
signed char val = mat1_roi.at<signed char>(i, j); |
|
if (val < minVal) minVal = val; |
|
if (val > maxVal) maxVal = val; |
|
} |
|
} |
|
|
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gmat1 = mat1_roi; |
|
double minVal_, maxVal_; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::minMax(gmat1, &minVal_, &maxVal_); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gmat1 = mat1_roi; |
|
double minVal_, maxVal_; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::minMax(gmat1, &minVal_, &maxVal_); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(MinMax, MASK) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
double minVal, maxVal; |
|
cv::Point minLoc, maxLoc; |
|
t0 = (double)cvGetTickCount();//cpu start |
|
if (mat1.depth() != CV_8S) |
|
{ |
|
cv::minMaxLoc(mat1_roi, &minVal, &maxVal, &minLoc, &maxLoc, mask_roi); |
|
} |
|
else |
|
{ |
|
minVal = std::numeric_limits<double>::max(); |
|
maxVal = -std::numeric_limits<double>::max(); |
|
for (int i = 0; i < mat1_roi.rows; ++i) |
|
for (int j = 0; j < mat1_roi.cols; ++j) |
|
{ |
|
signed char val = mat1_roi.at<signed char>(i, j); |
|
unsigned char m = mask_roi.at<unsigned char>(i, j); |
|
if (val < minVal && m) minVal = val; |
|
if (val > maxVal && m) maxVal = val; |
|
} |
|
} |
|
|
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
double minVal_, maxVal_; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::minMax(gmat1, &minVal_, &maxVal_, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
double minVal_, maxVal_; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::minMax(gmat1, &minVal_, &maxVal_, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
struct MinMaxLoc : ArithmTestBase {}; |
|
|
|
TEST_P(MinMaxLoc, MAT) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
double minVal, maxVal; |
|
cv::Point minLoc, maxLoc; |
|
int depth = mat1.depth(); |
|
t0 = (double)cvGetTickCount();//cpu start |
|
if (depth != CV_8S) |
|
{ |
|
cv::minMaxLoc(mat1_roi, &minVal, &maxVal, &minLoc, &maxLoc); |
|
} |
|
else |
|
{ |
|
minVal = std::numeric_limits<double>::max(); |
|
maxVal = -std::numeric_limits<double>::max(); |
|
for (int i = 0; i < mat1_roi.rows; ++i) |
|
for (int j = 0; j < mat1_roi.cols; ++j) |
|
{ |
|
signed char val = mat1_roi.at<signed char>(i, j); |
|
if (val < minVal) |
|
{ |
|
minVal = val; |
|
minLoc.x = j; |
|
minLoc.y = i; |
|
} |
|
if (val > maxVal) |
|
{ |
|
maxVal = val; |
|
maxLoc.x = j; |
|
maxLoc.y = i; |
|
} |
|
} |
|
} |
|
|
|
|
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gmat1 = mat1_roi; |
|
double minVal_, maxVal_; |
|
cv::Point minLoc_, maxLoc_; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::minMaxLoc(gmat1, &minVal_, &maxVal_, &minLoc_, &maxLoc_, cv::ocl::oclMat()); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gmat1 = mat1_roi; |
|
double minVal_, maxVal_; |
|
cv::Point minLoc_, maxLoc_; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::minMaxLoc(gmat1, &minVal_, &maxVal_, &minLoc_, &maxLoc_, cv::ocl::oclMat()); |
|
}; |
|
#endif |
|
|
|
} |
|
|
|
|
|
TEST_P(MinMaxLoc, MASK) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
double minVal, maxVal; |
|
cv::Point minLoc, maxLoc; |
|
int depth = mat1.depth(); |
|
t0 = (double)cvGetTickCount();//cpu start |
|
if (depth != CV_8S) |
|
{ |
|
cv::minMaxLoc(mat1_roi, &minVal, &maxVal, &minLoc, &maxLoc, mask_roi); |
|
} |
|
else |
|
{ |
|
minVal = std::numeric_limits<double>::max(); |
|
maxVal = -std::numeric_limits<double>::max(); |
|
for (int i = 0; i < mat1_roi.rows; ++i) |
|
for (int j = 0; j < mat1_roi.cols; ++j) |
|
{ |
|
signed char val = mat1_roi.at<signed char>(i, j); |
|
unsigned char m = mask_roi.at<unsigned char>(i , j); |
|
if (val < minVal && m) |
|
{ |
|
minVal = val; |
|
minLoc.x = j; |
|
minLoc.y = i; |
|
} |
|
if (val > maxVal && m) |
|
{ |
|
maxVal = val; |
|
maxLoc.x = j; |
|
maxLoc.y = i; |
|
} |
|
} |
|
} |
|
|
|
|
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
double minVal_, maxVal_; |
|
cv::Point minLoc_, maxLoc_; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::minMaxLoc(gmat1, &minVal_, &maxVal_, &minLoc_, &maxLoc_, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
double minVal_, maxVal_; |
|
cv::Point minLoc_, maxLoc_; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::minMaxLoc(gmat1, &minVal_, &maxVal_, &minLoc_, &maxLoc_, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
struct Sum : ArithmTestBase {}; |
|
|
|
TEST_P(Sum, MAT) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
Scalar cpures = cv::sum(mat1_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
Scalar gpures = cv::ocl::sum(gmat1); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
Scalar gpures = cv::ocl::sum(gmat1); |
|
}; |
|
#endif |
|
} |
|
|
|
//TEST_P(Sum, MASK) |
|
//{ |
|
// for(int j=0; j<LOOP_TIMES; j++) |
|
// { |
|
// |
|
// } |
|
//} |
|
|
|
struct CountNonZero : ArithmTestBase {}; |
|
|
|
TEST_P(CountNonZero, MAT) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::countNonZero(mat1_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::countNonZero(gmat1); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::countNonZero(gmat1); |
|
}; |
|
#endif |
|
|
|
} |
|
|
|
|
|
|
|
////////////////////////////////phase///////////////////////////////////////////////// |
|
struct Phase : ArithmTestBase {}; |
|
|
|
TEST_P(Phase, Mat) |
|
{ |
|
if(mat1.depth() != CV_32F && mat1.depth() != CV_64F) |
|
{ |
|
cout << "\tUnsupported type\t\n"; |
|
} |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::phase(mat1_roi, mat2_roi, dst_roi, 0); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::phase(gmat1, gmat2, gdst, 0); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::phase(gmat1, gmat2, gdst, 0); |
|
}; |
|
#endif |
|
|
|
} |
|
|
|
|
|
////////////////////////////////bitwise_and///////////////////////////////////////////////// |
|
struct Bitwise_and : ArithmTestBase {}; |
|
|
|
TEST_P(Bitwise_and, Mat) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_and(mat1_roi, mat2_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_and(gmat1, gmat2, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_and(gmat1, gmat2, gdst); |
|
}; |
|
#endif |
|
|
|
} |
|
|
|
TEST_P(Bitwise_and, Mat_Mask) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_and(mat1_roi, mat2_roi, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_and(gmat1, gmat2, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_and(gmat1, gmat2, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Bitwise_and, Scalar) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_and(mat1_roi, val, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_and(gmat1, val, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_and(gmat1, val, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Bitwise_and, Scalar_Mask) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_and(mat1_roi, val, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_and(gmat1, val, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_and(gmat1, val, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
|
|
////////////////////////////////bitwise_or///////////////////////////////////////////////// |
|
|
|
struct Bitwise_or : ArithmTestBase {}; |
|
|
|
TEST_P(Bitwise_or, Mat) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_or(mat1_roi, mat2_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_or(gmat1, gmat2, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_or(gmat1, gmat2, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Bitwise_or, Mat_Mask) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_or(mat1_roi, mat2_roi, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_or(gmat1, gmat2, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_or(gmat1, gmat2, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
TEST_P(Bitwise_or, Scalar) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_or(mat1_roi, val, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_or(gmat1, val, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_or(gmat1, val, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Bitwise_or, Scalar_Mask) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_or(mat1_roi, val, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_or(gmat1, val, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_or(gmat1, val, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
////////////////////////////////bitwise_xor///////////////////////////////////////////////// |
|
|
|
struct Bitwise_xor : ArithmTestBase {}; |
|
|
|
TEST_P(Bitwise_xor, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_xor(mat1_roi, mat2_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_xor(gmat1, gmat2, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_xor(gmat1, gmat2, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Bitwise_xor, Mat_Mask) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_xor(mat1_roi, mat2_roi, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_xor(gmat1, gmat2, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
gmask = mask_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_xor(gmat1, gmat2, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Bitwise_xor, Scalar) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_xor(mat1_roi, val, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_xor(gmat1, val, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_xor(gmat1, val, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
TEST_P(Bitwise_xor, Scalar_Mask) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_xor(mat1_roi, val, dst_roi, mask_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_xor(gmat1, val, gdst, gmask); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmask = mask_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_xor(gmat1, val, gdst, gmask); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
////////////////////////////////bitwise_not///////////////////////////////////////////////// |
|
|
|
struct Bitwise_not : ArithmTestBase {}; |
|
|
|
TEST_P(Bitwise_not, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::bitwise_not(mat1_roi, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::bitwise_not(gmat1, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
|
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::bitwise_not(gmat1, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
////////////////////////////////compare///////////////////////////////////////////////// |
|
PARAM_TEST_CASE ( CompareTestBase, MatType, bool) |
|
{ |
|
int type; |
|
cv::Scalar val; |
|
|
|
//src mat |
|
cv::Mat mat1; |
|
cv::Mat mat2; |
|
cv::Mat mask; |
|
cv::Mat dst; |
|
cv::Mat dst1; //bak, for two outputs |
|
|
|
// set up roi |
|
int roicols; |
|
int roirows; |
|
int src1x; |
|
int src1y; |
|
int src2x; |
|
int src2y; |
|
int dstx; |
|
int dsty; |
|
int maskx; |
|
int masky; |
|
|
|
|
|
//src mat with roi |
|
cv::Mat mat1_roi; |
|
cv::Mat mat2_roi; |
|
cv::Mat mask_roi; |
|
cv::Mat dst_roi; |
|
cv::Mat dst1_roi; //bak |
|
//std::vector<cv::ocl::Info> oclinfo; |
|
//ocl dst mat for testing |
|
cv::ocl::oclMat gdst_whole; |
|
cv::ocl::oclMat gdst1_whole; //bak |
|
|
|
//ocl mat with roi |
|
cv::ocl::oclMat gmat1; |
|
cv::ocl::oclMat gmat2; |
|
cv::ocl::oclMat gdst; |
|
cv::ocl::oclMat gdst1; //bak |
|
cv::ocl::oclMat gmask; |
|
|
|
virtual void SetUp() |
|
{ |
|
//type = GET_PARAM(0); |
|
type = CV_8UC1; |
|
|
|
cv::RNG &rng = TS::ptr()->get_rng(); |
|
|
|
cv::Size size(MWIDTH, MHEIGHT); |
|
|
|
mat1 = randomMat(rng, size, type, 5, 16, false); |
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//mat2 = randomMat(rng, cv::Size(512,3), type, 5, 16, false); |
|
mat2 = randomMat(rng, size, type, 5, 16, false); |
|
dst = randomMat(rng, size, type, 5, 16, false); |
|
dst1 = randomMat(rng, size, type, 5, 16, false); |
|
mask = randomMat(rng, size, CV_8UC1, 0, 2, false); |
|
|
|
cv::threshold(mask, mask, 0.5, 255., CV_8UC1); |
|
|
|
val = cv::Scalar(rng.uniform(-10.0, 10.0), rng.uniform(-10.0, 10.0), rng.uniform(-10.0, 10.0), rng.uniform(-10.0, 10.0)); |
|
//int devnums = getDevice(oclinfo); |
|
//CV_Assert(devnums>0); |
|
////if you want to use undefault device, set it here |
|
////setDevice(oclinfo[0]); |
|
//setBinpath(CLBINPATH); |
|
} |
|
|
|
void Has_roi(int b) |
|
{ |
|
//cv::RNG& rng = TS::ptr()->get_rng(); |
|
if(b) |
|
{ |
|
//randomize ROI |
|
roicols = mat1.cols - 1; |
|
roirows = mat1.rows - 1; |
|
src1x = 1; |
|
src2x = 1; |
|
src1y = 1; |
|
src2y = 1; |
|
dstx = 1; |
|
dsty = 1; |
|
maskx = 1; |
|
masky = 1; |
|
} |
|
else |
|
{ |
|
roicols = mat1.cols; |
|
roirows = mat1.rows; |
|
src1x = 0; |
|
src2x = 0; |
|
src1y = 0; |
|
src2y = 0; |
|
dstx = 0; |
|
dsty = 0; |
|
maskx = 0; |
|
masky = 0; |
|
}; |
|
|
|
mat1_roi = mat1(Rect(src1x, src1y, roicols, roirows)); |
|
//mat2_roi = mat2(Rect(src2x,src2y,256,1)); |
|
mat2_roi = mat2(Rect(src2x, src2y, roicols, roirows)); |
|
mask_roi = mask(Rect(maskx, masky, roicols, roirows)); |
|
dst_roi = dst(Rect(dstx, dsty, roicols, roirows)); |
|
dst1_roi = dst1(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
//gdst_whole = dst; |
|
//gdst = gdst_whole(Rect(dstx,dsty,roicols,roirows)); |
|
|
|
//gdst1_whole = dst1; |
|
//gdst1 = gdst1_whole(Rect(dstx,dsty,roicols,roirows)); |
|
|
|
//gmat1 = mat1_roi; |
|
//gmat2 = mat2_roi; |
|
//gmask = mask_roi; |
|
} |
|
|
|
}; |
|
struct Compare : CompareTestBase {}; |
|
|
|
TEST_P(Compare, Mat) |
|
{ |
|
if(mat1.type() == CV_8SC1) |
|
{ |
|
cout << "\tUnsupported type\t\n"; |
|
} |
|
|
|
int cmp_codes[] = {CMP_EQ, CMP_GT, CMP_GE, CMP_LT, CMP_LE, CMP_NE}; |
|
const char *cmp_str[] = {"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) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::compare(mat1_roi, mat2_roi, dst_roi, cmp_codes[i]); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::compare(gmat1, gmat2, gdst, cmp_codes[i]); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
cout << cmp_str[i] << endl; |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::compare(gmat1, gmat2, gdst, cmp_codes[i]); |
|
}; |
|
#endif |
|
} |
|
|
|
} |
|
|
|
struct Pow : ArithmTestBase {}; |
|
|
|
TEST_P(Pow, Mat) |
|
{ |
|
if(mat1.depth() != CV_32F && mat1.depth() != CV_64F) |
|
{ |
|
cout << "\tUnsupported type\t\n"; |
|
} |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
double p = 4.5; |
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::pow(mat1_roi, p, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::pow(gmat1, p, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download (cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
double p = 4.5; |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::pow(gmat1, p, gdst); |
|
}; |
|
#endif |
|
} |
|
|
|
|
|
struct MagnitudeSqr : ArithmTestBase {}; |
|
|
|
TEST_P(MagnitudeSqr, Mat) |
|
{ |
|
|
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
for(int i = 0; i < mat1.rows; ++i) |
|
for(int j = 0; j < mat1.cols; ++j) |
|
{ |
|
float val1 = mat1.at<float>(i, j); |
|
float val2 = mat2.at<float>(i, j); |
|
|
|
((float *)(dst.data))[i * dst.step / 4 + j] = val1 * val1 + val2 * val2; |
|
|
|
} |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
cv::ocl::oclMat clmat1(mat1), clmat2(mat2), cldst; |
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::magnitudeSqr(clmat1, clmat2, cldst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
cldst.download(cpu_dst);//download |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
cv::ocl::oclMat clmat1(mat1), clmat2(mat2), cldst; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::magnitudeSqr(clmat1, clmat2, cldst); |
|
}; |
|
#endif |
|
|
|
} |
|
|
|
|
|
struct AddWeighted : ArithmTestBase {}; |
|
|
|
TEST_P(AddWeighted, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick = 0; |
|
double totalgputick = 0; |
|
double totalgputick_kernel = 0; |
|
double t0 = 0; |
|
double t1 = 0; |
|
double t2 = 0; |
|
for(int k = LOOPROISTART; k < LOOPROIEND; k++) |
|
{ |
|
totalcputick = 0; |
|
totalgputick = 0; |
|
totalgputick_kernel = 0; |
|
for(int j = 0; j < LOOP_TIMES + 1; j ++) |
|
{ |
|
Has_roi(k); |
|
double alpha = 2.0, beta = 1.0, gama = 3.0; |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::addWeighted(mat1_roi, alpha, mat2_roi, beta, gama, dst_roi); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
|
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
|
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
|
|
t2 = (double)cvGetTickCount(); //kernel |
|
cv::ocl::addWeighted(gmat1, alpha, gmat2, beta, gama, gdst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
gdst_whole.download(cpu_dst); |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick = t1 + totalgputick; |
|
totalcputick = t0 + totalcputick; |
|
totalgputick_kernel = t2 + totalgputick_kernel; |
|
|
|
} |
|
|
|
if(k == 0) |
|
{ |
|
cout << "no roi\n"; |
|
} |
|
else |
|
{ |
|
cout << "with roi\n"; |
|
}; |
|
cout << "average cpu runtime is " << totalcputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel / ((double)cvGetTickFrequency()* LOOP_TIMES * 1000.) << "ms" << endl; |
|
} |
|
#else |
|
for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
{ |
|
Has_roi(j); |
|
double alpha = 2.0, beta = 1.0, gama = 3.0; |
|
gdst_whole = dst; |
|
gdst = gdst_whole(Rect(dstx, dsty, roicols, roirows)); |
|
gmat1 = mat1_roi; |
|
gmat2 = mat2_roi; |
|
if(j == 0) |
|
{ |
|
cout << "no roi:"; |
|
} |
|
else |
|
{ |
|
cout << "\nwith roi:"; |
|
}; |
|
cv::ocl::addWeighted(gmat1, alpha, gmat2, beta, gama, gdst); |
|
// double alpha=2.0,beta=1.0,gama=3.0; |
|
// cv::ocl::oclMat clmat1(mat1),clmat2(mat2),cldst; |
|
// if(j==0){cout<<"no roi:";}else{cout<<"\nwith roi:";}; |
|
// cv::ocl::addWeighted(clmat1,alpha,clmat2,beta,gama, cldst); |
|
}; |
|
#endif |
|
|
|
} |
|
/* |
|
struct AddWeighted : ArithmTestBase {}; |
|
|
|
TEST_P(AddWeighted, Mat) |
|
{ |
|
#ifndef PRINT_KERNEL_RUN_TIME |
|
double totalcputick=0; |
|
double totalgputick=0; |
|
double totalgputick_kernel=0; |
|
double t0=0; |
|
double t1=0; |
|
double t2=0; |
|
for(int j = 0; j < LOOP_TIMES+1; j ++) |
|
{ |
|
double alpha=2.0,beta=1.0,gama=3.0; |
|
|
|
t0 = (double)cvGetTickCount();//cpu start |
|
cv::addWeighted(mat1,alpha,mat2,beta,gama,dst); |
|
t0 = (double)cvGetTickCount() - t0;//cpu end |
|
|
|
t1 = (double)cvGetTickCount();//gpu start1 |
|
cv::ocl::oclMat clmat1(mat1),clmat2(mat2),cldst; |
|
|
|
t2=(double)cvGetTickCount();//kernel |
|
cv::ocl::addWeighted(clmat1,alpha,clmat2,beta,gama, cldst); |
|
t2 = (double)cvGetTickCount() - t2;//kernel |
|
cv::Mat cpu_dst; |
|
cldst.download(cpu_dst); |
|
t1 = (double)cvGetTickCount() - t1;//gpu end1 |
|
if(j == 0) |
|
continue; |
|
totalgputick=t1+totalgputick; |
|
totalcputick=t0+totalcputick; |
|
totalgputick_kernel=t2+totalgputick_kernel; |
|
|
|
} |
|
cout << "average cpu runtime is " << totalcputick/((double)cvGetTickFrequency()* LOOP_TIMES *1000.) << "ms" << endl; |
|
cout << "average gpu runtime is " << totalgputick/((double)cvGetTickFrequency()* LOOP_TIMES *1000.) << "ms" << endl; |
|
cout << "average gpu runtime without data transfer is " << totalgputick_kernel/((double)cvGetTickFrequency()* LOOP_TIMES *1000.) << "ms" << endl; |
|
|
|
#else |
|
//for(int j = LOOPROISTART; j < LOOPROIEND; j ++) |
|
// { |
|
double alpha=2.0,beta=1.0,gama=3.0; |
|
cv::ocl::oclMat clmat1(mat1),clmat2(mat2),cldst; |
|
//if(j==0){cout<<"no roi:";}else{cout<<"\nwith roi:";}; |
|
cv::ocl::addWeighted(clmat1,alpha,clmat2,beta,gama, cldst); |
|
// }; |
|
#endif |
|
|
|
} |
|
|
|
*/ |
|
//********test**************** |
|
|
|
INSTANTIATE_TEST_CASE_P(Arithm, Lut, Combine( |
|
Values(CV_8UC1, CV_8UC4), |
|
Values(false))); // Values(false) is the reserved parameter |
|
|
|
INSTANTIATE_TEST_CASE_P(Arithm, Exp, Combine( |
|
Values(CV_32FC1, CV_64FC1), |
|
Values(false))); // Values(false) is the reserved parameter |
|
|
|
INSTANTIATE_TEST_CASE_P(Arithm, Log, Combine( |
|
Values(CV_32FC1, CV_64FC1), |
|
Values(false))); // Values(false) is the reserved parameter |
|
|
|
INSTANTIATE_TEST_CASE_P(Arithm, Add, Combine( |
|
Values(CV_8UC1, CV_8UC4, CV_32FC1, CV_32FC4), |
|
Values(false))); |
|
|
|
INSTANTIATE_TEST_CASE_P(Arithm, Mul, Combine( |
|
Values(CV_8UC1, CV_8UC4, CV_32FC1, CV_32FC4), |
|
Values(false))); // Values(false) is the reserved parameter |
|
|
|
INSTANTIATE_TEST_CASE_P(Arithm, Div, Combine( |
|
Values(CV_8UC1, CV_8UC4, CV_32FC1, CV_32FC4), |
|
Values(false))); // Values(false) is the reserved parameter |
|
|
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INSTANTIATE_TEST_CASE_P(Arithm, Absdiff, Combine( |
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Values(CV_8UC1, CV_8UC4, CV_32FC1, CV_32FC4), |
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Values(false))); // Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, CartToPolar, Combine( |
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Values(CV_32FC1, CV_32FC4), |
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Values(false))); // Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, PolarToCart, Combine( |
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Values(CV_32FC1, CV_32FC4), |
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Values(false))); // Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, Magnitude, Combine( |
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Values(CV_32FC1, CV_32FC4), |
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Values(false))); // Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, Transpose, Combine( |
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Values(CV_8UC1, CV_8UC4, CV_32FC1), |
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Values(false))); // Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, Flip, Combine( |
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Values(CV_8UC1, CV_8UC4, CV_32SC1, CV_32FC1, CV_32FC4), |
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Values(false))); // Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, MinMax, Combine( |
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Values(CV_8UC1, CV_32FC1), |
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Values(false))); |
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INSTANTIATE_TEST_CASE_P(Arithm, MinMaxLoc, Combine( |
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Values(CV_8UC1, CV_32FC1), |
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Values(false))); |
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INSTANTIATE_TEST_CASE_P(Arithm, Sum, Combine( |
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Values(CV_8U, CV_32S, CV_32F), |
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Values(false))); |
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INSTANTIATE_TEST_CASE_P(Arithm, CountNonZero, Combine( |
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Values(CV_8U, CV_32S, CV_32F), |
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Values(false))); |
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INSTANTIATE_TEST_CASE_P(Arithm, Phase, Combine(Values(CV_32FC1, CV_32FC4), Values(false))); |
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//Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_and, Combine( |
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Values(CV_8UC1, CV_32SC1, CV_32SC4, CV_32FC1, CV_32FC4), Values(false))); |
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//Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_or, Combine( |
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Values(CV_8UC1, CV_8UC4, CV_32FC1, CV_32FC4), Values(false))); |
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//Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_xor, Combine( |
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Values(CV_8UC1, CV_32SC1, CV_32FC1, CV_32FC4), Values(false))); |
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//Values(false) is the reserved parameter |
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|
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INSTANTIATE_TEST_CASE_P(Arithm, Bitwise_not, Combine( |
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Values(CV_8UC1, CV_32SC1, CV_32FC1, CV_32FC4), Values(false))); |
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//Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, Compare, Combine(Values(CV_8UC1, CV_16UC1, CV_16SC1, CV_32SC1, CV_32FC1, CV_64FC1), Values(false))); |
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//Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, Pow, Combine(Values(CV_32FC1, CV_32FC4), Values(false))); |
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//Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, MagnitudeSqr, Combine( |
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Values(CV_32FC1, CV_32FC1), |
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Values(false))); // Values(false) is the reserved parameter |
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INSTANTIATE_TEST_CASE_P(Arithm, AddWeighted, Combine( |
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Values(CV_8UC1, CV_32SC1, CV_32FC1), |
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Values(false))); // Values(false) is the reserved parameter |
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#endif // HAVE_OPENCL
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