/*M/////////////////////////////////////////////////////////////////////////////////////// // // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. // // By downloading, copying, installing or using the software you agree to this license. // If you do not agree to this license, do not download, install, // copy or use the software. // // // License Agreement // For Open Source Computer Vision Library // // Copyright (C) 2010-2012, Multicoreware, Inc., all rights reserved. // Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved. // Third party copyrights are property of their respective owners. // // @Authors // Fangfang Bai, fangfang@multicorewareinc.com // Redistribution and use in source and binary forms, with or without modification, // are permitted provided that the following conditions are met: // // * Redistribution's of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // // * Redistribution's in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other oclMaterials provided with the distribution. // // * The name of the copyright holders may not be used to endorse or promote products // derived from this software without specific prior written permission. // // This software is provided by the copyright holders and contributors as is and // any express or implied warranties, including, but not limited to, the implied // warranties of merchantability and fitness for a particular purpose are disclaimed. // In no event shall the Intel Corporation or contributors be liable for any direct, // indirect, incidental, special, exemplary, or consequential damages // (including, but not limited to, procurement of substitute goods or services; // loss of use, data, or profits; or business interruption) however caused // and on any theory of liability, whether in contract, strict liability, // or tort (including negligence or otherwise) arising in any way out of // the use of this software, even if advised of the possibility of such damage. // //M*/ #include "precomp.hpp" using namespace std; #ifdef HAVE_CLAMDBLAS //////////////////////////////////////////////////////////////////////////// // GEMM PARAM_TEST_CASE(Gemm, int, cv::Size, int) { int type; cv::Size mat_size; int flags; vector info; virtual void SetUp() { type = GET_PARAM(0); mat_size = GET_PARAM(1); flags = GET_PARAM(2); cv::ocl::getDevice(info); } }; TEST_P(Gemm, Performance) { cv::Mat a = randomMat(mat_size, type, 0.0, 10.0); cv::Mat b = randomMat(mat_size, type, 0.0, 10.0); cv::Mat c = randomMat(mat_size, type, 0.0, 10.0); cv::ocl::oclMat ocl_dst; double totalgputick=0; double totalgputick_kernel=0; double t1=0; double t2=0; for(int j = 0; j < LOOP_TIMES+1; j ++) { t1 = (double)cvGetTickCount();//gpu start1 cv::ocl::oclMat ga = cv::ocl::oclMat(a);//upload cv::ocl::oclMat gb = cv::ocl::oclMat(b);//upload cv::ocl::oclMat gc = cv::ocl::oclMat(c);//upload t2=(double)cvGetTickCount();//kernel cv::ocl::gemm(ga, gb, 1.0,gc, 1.0, ocl_dst, flags); t2 = (double)cvGetTickCount() - t2;//kernel cv::Mat cpu_dst; ocl_dst.download (cpu_dst);//download t1 = (double)cvGetTickCount() - t1;//gpu end if(j == 0) continue; totalgputick=t1+totalgputick; totalgputick_kernel=t2+totalgputick_kernel; } 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; } INSTANTIATE_TEST_CASE_P(ocl_gemm, Gemm, testing::Combine( testing::Values(CV_32FC1, CV_32FC2/* , CV_64FC1, CV_64FC2*/), testing::Values(cv::Size(512, 512), cv::Size(1024, 1024)), testing::Values(0, cv::GEMM_1_T, cv::GEMM_2_T, cv::GEMM_1_T + cv::GEMM_2_T))); #endif