mirror of
https://github.com/opencv/opencv.git
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23244a3565
fix the channel 3 bug in matrix operation perf and buf fix for LUT haardetect convertC3C4 resize warpaffine copytom settom add convovle remove stereo
3660 lines
107 KiB
C++
3660 lines
107 KiB
C++
///////////////////////////////////////////////////////////////////////////////////////
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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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}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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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){cout<<"no roi\n";}else{cout<<"with roi\n";};
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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){cout<<"no roi:";}else{cout<<"\nwith roi:";};
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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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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){cout<<"no roi\n";}else{cout<<"with roi\n";};
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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){cout<<"no roi:";}else{cout<<"\nwith roi:";};
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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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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){cout<<"no roi\n";}else{cout<<"with roi\n";};
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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){cout<<"no roi:";}else{cout<<"\nwith roi:";};
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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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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){cout<<"no roi\n";}else{cout<<"with roi\n";};
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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){cout<<"no roi:";}else{cout<<"\nwith roi:";};
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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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|
{
|
|
#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, 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::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
|
|
int cpures =cv::countNonZero(mat1_roi);
|
|
t0 = (double)cvGetTickCount() - t0;//cpu end
|
|
|
|
t1 = (double)cvGetTickCount();//gpu start1
|
|
gmat1 = mat1_roi;
|
|
t2=(double)cvGetTickCount();//kernel
|
|
int gpures=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:";};
|
|
int gpures=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);
|
|
//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
|
|
|
|
}
|
|
/*
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struct AddWeighted : ArithmTestBase {};
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TEST_P(AddWeighted, 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 j = 0; j < LOOP_TIMES+1; j ++)
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{
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double alpha=2.0,beta=1.0,gama=3.0;
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t0 = (double)cvGetTickCount();//cpu start
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cv::addWeighted(mat1,alpha,mat2,beta,gama,dst);
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t0 = (double)cvGetTickCount() - t0;//cpu end
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t1 = (double)cvGetTickCount();//gpu start1
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cv::ocl::oclMat clmat1(mat1),clmat2(mat2),cldst;
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t2=(double)cvGetTickCount();//kernel
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cv::ocl::addWeighted(clmat1,alpha,clmat2,beta,gama, cldst);
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t2 = (double)cvGetTickCount() - t2;//kernel
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cv::Mat cpu_dst;
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cldst.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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}
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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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#else
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//for(int j = LOOPROISTART; j < LOOPROIEND; j ++)
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// {
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double alpha=2.0,beta=1.0,gama=3.0;
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cv::ocl::oclMat clmat1(mat1),clmat2(mat2),cldst;
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//if(j==0){cout<<"no roi:";}else{cout<<"\nwith roi:";};
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cv::ocl::addWeighted(clmat1,alpha,clmat2,beta,gama, cldst);
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// };
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#endif
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}
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*/
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//********test****************
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INSTANTIATE_TEST_CASE_P(Arithm, Lut, Combine(
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Values(CV_8UC1, CV_8UC4),
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Values(false))); // Values(false) is the reserved parameter
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INSTANTIATE_TEST_CASE_P(Arithm, Exp, Combine(
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Values(CV_32FC1, CV_64FC1),
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Values(false))); // Values(false) is the reserved parameter
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INSTANTIATE_TEST_CASE_P(Arithm, Log, Combine(
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Values(CV_32FC1, CV_64FC1),
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Values(false))); // Values(false) is the reserved parameter
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INSTANTIATE_TEST_CASE_P(Arithm, Add, Combine(
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Values(CV_8UC1, CV_8UC4, CV_32FC1, CV_32FC4),
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Values(false)));
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INSTANTIATE_TEST_CASE_P(Arithm, Mul, 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, Div, 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, 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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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, 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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