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Open Source Computer Vision Library
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2349 lines
53 KiB
2349 lines
53 KiB
/*M/////////////////////////////////////////////////////////////////////////////////////// |
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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) 2000-2008, Intel Corporation, all rights reserved. |
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// Copyright (C) 2009, Willow Garage 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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// 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 materials 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 "perf_precomp.hpp" |
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#include "opencv2/ts/gpu_perf.hpp" |
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using namespace std; |
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using namespace testing; |
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using namespace perf; |
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#ifdef OPENCV_TINY_GPU_MODULE |
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#define ARITHM_MAT_DEPTH Values(CV_8U, CV_32F) |
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#else |
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#define ARITHM_MAT_DEPTH Values(CV_8U, CV_16U, CV_32F, CV_64F) |
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#endif |
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////////////////////////////////////////////////////////////////////// |
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// Merge |
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PERF_TEST_P(Sz_Depth_Cn, Core_Merge, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH, |
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Values(2, 3, 4))) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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const int channels = GET_PARAM(2); |
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std::vector<cv::Mat> src(channels); |
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for (int i = 0; i < channels; ++i) |
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{ |
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src[i].create(size, depth); |
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declare.in(src[i], WARMUP_RNG); |
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} |
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if (PERF_RUN_GPU()) |
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{ |
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std::vector<cv::gpu::GpuMat> d_src(channels); |
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for (int i = 0; i < channels; ++i) |
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d_src[i].upload(src[i]); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::merge(d_src, dst); |
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GPU_SANITY_CHECK(dst, 1e-10); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::merge(src, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// Split |
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PERF_TEST_P(Sz_Depth_Cn, Core_Split, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH, |
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Values(2, 3, 4))) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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const int channels = GET_PARAM(2); |
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cv::Mat src(size, CV_MAKE_TYPE(depth, channels)); |
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declare.in(src, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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std::vector<cv::gpu::GpuMat> dst; |
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TEST_CYCLE() cv::gpu::split(d_src, dst); |
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const cv::gpu::GpuMat& dst0 = dst[0]; |
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const cv::gpu::GpuMat& dst1 = dst[1]; |
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GPU_SANITY_CHECK(dst0, 1e-10); |
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GPU_SANITY_CHECK(dst1, 1e-10); |
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} |
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else |
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{ |
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std::vector<cv::Mat> dst; |
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TEST_CYCLE() cv::split(src, dst); |
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const cv::Mat& dst0 = dst[0]; |
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const cv::Mat& dst1 = dst[1]; |
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CPU_SANITY_CHECK(dst0); |
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CPU_SANITY_CHECK(dst1); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// AddMat |
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PERF_TEST_P(Sz_Depth, Core_AddMat, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src1(size, depth); |
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declare.in(src1, WARMUP_RNG); |
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cv::Mat src2(size, depth); |
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declare.in(src2, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src1(src1); |
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const cv::gpu::GpuMat d_src2(src2); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::add(d_src1, d_src2, dst); |
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GPU_SANITY_CHECK(dst, 1e-10); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::add(src1, src2, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// AddScalar |
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PERF_TEST_P(Sz_Depth, Core_AddScalar, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src(size, depth); |
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declare.in(src, WARMUP_RNG); |
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cv::Scalar s; |
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declare.in(s, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::add(d_src, s, dst); |
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GPU_SANITY_CHECK(dst, 1e-10); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::add(src, s, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// SubtractMat |
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PERF_TEST_P(Sz_Depth, Core_SubtractMat, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src1(size, depth); |
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declare.in(src1, WARMUP_RNG); |
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cv::Mat src2(size, depth); |
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declare.in(src2, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src1(src1); |
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const cv::gpu::GpuMat d_src2(src2); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::subtract(d_src1, d_src2, dst); |
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GPU_SANITY_CHECK(dst, 1e-10); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::subtract(src1, src2, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// SubtractScalar |
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PERF_TEST_P(Sz_Depth, Core_SubtractScalar, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src(size, depth); |
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declare.in(src, WARMUP_RNG); |
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cv::Scalar s; |
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declare.in(s, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::subtract(d_src, s, dst); |
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GPU_SANITY_CHECK(dst, 1e-10); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::subtract(src, s, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// MultiplyMat |
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PERF_TEST_P(Sz_Depth, Core_MultiplyMat, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src1(size, depth); |
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declare.in(src1, WARMUP_RNG); |
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cv::Mat src2(size, depth); |
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declare.in(src2, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src1(src1); |
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const cv::gpu::GpuMat d_src2(src2); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::multiply(d_src1, d_src2, dst); |
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GPU_SANITY_CHECK(dst, 1e-6); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::multiply(src1, src2, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// MultiplyScalar |
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PERF_TEST_P(Sz_Depth, Core_MultiplyScalar, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src(size, depth); |
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declare.in(src, WARMUP_RNG); |
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cv::Scalar s; |
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declare.in(s, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::multiply(d_src, s, dst); |
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GPU_SANITY_CHECK(dst, 1e-6); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::multiply(src, s, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// DivideMat |
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PERF_TEST_P(Sz_Depth, Core_DivideMat, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src1(size, depth); |
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declare.in(src1, WARMUP_RNG); |
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cv::Mat src2(size, depth); |
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declare.in(src2, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src1(src1); |
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const cv::gpu::GpuMat d_src2(src2); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::divide(d_src1, d_src2, dst); |
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GPU_SANITY_CHECK(dst, 1e-6); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::divide(src1, src2, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// DivideScalar |
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PERF_TEST_P(Sz_Depth, Core_DivideScalar, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src(size, depth); |
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declare.in(src, WARMUP_RNG); |
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cv::Scalar s; |
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declare.in(s, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::divide(d_src, s, dst); |
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GPU_SANITY_CHECK(dst, 1e-6); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::divide(src, s, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// DivideScalarInv |
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PERF_TEST_P(Sz_Depth, Core_DivideScalarInv, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src(size, depth); |
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declare.in(src, WARMUP_RNG); |
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cv::Scalar s; |
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declare.in(s, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::divide(s[0], d_src, dst); |
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GPU_SANITY_CHECK(dst, 1e-6); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::divide(s, src, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// AbsDiffMat |
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PERF_TEST_P(Sz_Depth, Core_AbsDiffMat, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src1(size, depth); |
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declare.in(src1, WARMUP_RNG); |
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cv::Mat src2(size, depth); |
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declare.in(src2, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src1(src1); |
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const cv::gpu::GpuMat d_src2(src2); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::absdiff(d_src1, d_src2, dst); |
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GPU_SANITY_CHECK(dst, 1e-10); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::absdiff(src1, src2, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// AbsDiffScalar |
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PERF_TEST_P(Sz_Depth, Core_AbsDiffScalar, |
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Combine(GPU_TYPICAL_MAT_SIZES, |
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ARITHM_MAT_DEPTH)) |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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cv::Mat src(size, depth); |
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declare.in(src, WARMUP_RNG); |
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cv::Scalar s; |
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declare.in(s, WARMUP_RNG); |
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::absdiff(d_src, s, dst); |
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GPU_SANITY_CHECK(dst, 1e-10); |
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} |
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else |
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{ |
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cv::Mat dst; |
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TEST_CYCLE() cv::absdiff(src, s, dst); |
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CPU_SANITY_CHECK(dst); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// Abs |
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#ifdef OPENCV_TINY_GPU_MODULE |
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PERF_TEST_P(Sz_Depth, Core_Abs, Combine( |
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GPU_TYPICAL_MAT_SIZES, |
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Values(MatDepth(CV_32F)) |
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)) |
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#else |
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PERF_TEST_P(Sz_Depth, Core_Abs, Combine( |
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GPU_TYPICAL_MAT_SIZES, |
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Values(CV_16S, CV_32F) |
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)) |
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#endif |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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|
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cv::Mat src(size, depth); |
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declare.in(src, WARMUP_RNG); |
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|
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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TEST_CYCLE() cv::gpu::abs(d_src, dst); |
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GPU_SANITY_CHECK(dst); |
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} |
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else |
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{ |
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FAIL_NO_CPU(); |
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} |
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} |
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////////////////////////////////////////////////////////////////////// |
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// Sqr |
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|
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#ifdef OPENCV_TINY_GPU_MODULE |
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PERF_TEST_P(Sz_Depth, Core_Sqr, Combine( |
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GPU_TYPICAL_MAT_SIZES, |
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Values(MatDepth(CV_32F)) |
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)) |
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#else |
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PERF_TEST_P(Sz_Depth, Core_Sqr, Combine( |
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GPU_TYPICAL_MAT_SIZES, |
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Values(CV_8U, CV_16S, CV_32F) |
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)) |
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#endif |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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|
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cv::Mat src(size, depth); |
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declare.in(src, WARMUP_RNG); |
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|
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if (PERF_RUN_GPU()) |
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{ |
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const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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|
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TEST_CYCLE() cv::gpu::sqr(d_src, dst); |
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|
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GPU_SANITY_CHECK(dst); |
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} |
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else |
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{ |
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FAIL_NO_CPU(); |
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} |
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} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Sqrt |
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|
|
#ifdef OPENCV_TINY_GPU_MODULE |
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PERF_TEST_P(Sz_Depth, Core_Sqrt, Combine( |
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GPU_TYPICAL_MAT_SIZES, |
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Values(MatDepth(CV_32F)) |
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)) |
|
#else |
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PERF_TEST_P(Sz_Depth, Core_Sqrt, Combine( |
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GPU_TYPICAL_MAT_SIZES, |
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Values(CV_8U, CV_16S, CV_32F) |
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)) |
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#endif |
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{ |
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const cv::Size size = GET_PARAM(0); |
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const int depth = GET_PARAM(1); |
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|
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cv::Mat src(size, depth); |
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cv::randu(src, 0, 100000); |
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|
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if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
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cv::gpu::GpuMat dst; |
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|
|
TEST_CYCLE() cv::gpu::sqrt(d_src, dst); |
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|
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GPU_SANITY_CHECK(dst, 1e-2); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::sqrt(src, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Log |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth, Core_Log, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(MatDepth(CV_32F)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth, Core_Log, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16S, CV_32F) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src(size, depth); |
|
cv::randu(src, 0, 100000); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::log(d_src, dst); |
|
|
|
GPU_SANITY_CHECK(dst, 1e-1); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::log(src, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Exp |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth, Core_Exp, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(MatDepth(CV_32F)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth, Core_Exp, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16S, CV_32F) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src(size, depth); |
|
cv::randu(src, 0, 10); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::exp(d_src, dst); |
|
|
|
GPU_SANITY_CHECK(dst, 1e-2); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::exp(src, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Pow |
|
|
|
DEF_PARAM_TEST(Sz_Depth_Power, cv::Size, MatDepth, double); |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Power, Core_Pow, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(MatDepth(CV_32F)), |
|
Values(0.3, 2.0, 2.4) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Power, Core_Pow, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16S, CV_32F), |
|
Values(0.3, 2.0, 2.4) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const double power = GET_PARAM(2); |
|
|
|
cv::Mat src(size, depth); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::pow(d_src, power, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::pow(src, power, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// CompareMat |
|
|
|
CV_ENUM(CmpCode, CMP_EQ, CMP_GT, CMP_GE, CMP_LT, CMP_LE, CMP_NE) |
|
|
|
DEF_PARAM_TEST(Sz_Depth_Code, cv::Size, MatDepth, CmpCode); |
|
|
|
PERF_TEST_P(Sz_Depth_Code, Core_CompareMat, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
ARITHM_MAT_DEPTH, |
|
CmpCode::all())) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int cmp_code = GET_PARAM(2); |
|
|
|
cv::Mat src1(size, depth); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, depth); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::compare(d_src1, d_src2, dst, cmp_code); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::compare(src1, src2, dst, cmp_code); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// CompareScalar |
|
|
|
PERF_TEST_P(Sz_Depth_Code, Core_CompareScalar, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
ARITHM_MAT_DEPTH, |
|
CmpCode::all())) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int cmp_code = GET_PARAM(2); |
|
|
|
cv::Mat src(size, depth); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
cv::Scalar s; |
|
declare.in(s, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::compare(d_src, s, dst, cmp_code); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::compare(src, s, dst, cmp_code); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// BitwiseNot |
|
|
|
PERF_TEST_P(Sz_Depth, Core_BitwiseNot, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src(size, depth); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::bitwise_not(d_src, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::bitwise_not(src, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// BitwiseAndMat |
|
|
|
PERF_TEST_P(Sz_Depth, Core_BitwiseAndMat, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src1(size, depth); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, depth); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::bitwise_and(d_src1, d_src2, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::bitwise_and(src1, src2, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// BitwiseAndScalar |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseAndScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(MatDepth(CV_8U)), |
|
testing::Values(MatCn(Gray)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseAndScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S), |
|
GPU_CHANNELS_1_3_4 |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
cv::Scalar s; |
|
declare.in(s, WARMUP_RNG); |
|
cv::Scalar_<int> is = s; |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::bitwise_and(d_src, is, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::bitwise_and(src, is, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// BitwiseOrMat |
|
|
|
PERF_TEST_P(Sz_Depth, Core_BitwiseOrMat, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src1(size, depth); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, depth); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::bitwise_or(d_src1, d_src2, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::bitwise_or(src1, src2, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// BitwiseOrScalar |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseOrScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(MatDepth(CV_8U)), |
|
testing::Values(MatCn(Gray)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseOrScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S), |
|
GPU_CHANNELS_1_3_4 |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
cv::Scalar s; |
|
declare.in(s, WARMUP_RNG); |
|
cv::Scalar_<int> is = s; |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::bitwise_or(d_src, is, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::bitwise_or(src, is, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// BitwiseXorMat |
|
|
|
PERF_TEST_P(Sz_Depth, Core_BitwiseXorMat, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src1(size, depth); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, depth); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::bitwise_xor(d_src1, d_src2, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::bitwise_xor(src1, src2, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// BitwiseXorScalar |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseXorScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(MatDepth(CV_8U)), |
|
testing::Values(MatCn(Gray)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Cn, Core_BitwiseXorScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S), |
|
GPU_CHANNELS_1_3_4 |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
cv::Scalar s; |
|
declare.in(s, WARMUP_RNG); |
|
cv::Scalar_<int> is = s; |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::bitwise_xor(d_src, is, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::bitwise_xor(src, is, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// RShift |
|
|
|
PERF_TEST_P(Sz_Depth_Cn, Core_RShift, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S), |
|
GPU_CHANNELS_1_3_4)) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
const cv::Scalar_<int> val = cv::Scalar_<int>::all(4); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::rshift(d_src, val, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
FAIL_NO_CPU(); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// LShift |
|
|
|
PERF_TEST_P(Sz_Depth_Cn, Core_LShift, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S), |
|
GPU_CHANNELS_1_3_4)) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
const cv::Scalar_<int> val = cv::Scalar_<int>::all(4); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::lshift(d_src, val, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
FAIL_NO_CPU(); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MinMat |
|
|
|
PERF_TEST_P(Sz_Depth, Core_MinMat, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src1(size, depth); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, depth); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::min(d_src1, d_src2, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::min(src1, src2, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MinScalar |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth, Core_MinScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth, Core_MinScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src(size, depth); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
cv::Scalar val; |
|
declare.in(val, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::min(d_src, val[0], dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::min(src, val[0], dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MaxMat |
|
|
|
PERF_TEST_P(Sz_Depth, Core_MaxMat, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src1(size, depth); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, depth); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::max(d_src1, d_src2, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::max(src1, src2, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MaxScalar |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth, Core_MaxScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth, Core_MaxScalar, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src(size, depth); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
cv::Scalar val; |
|
declare.in(val, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::max(d_src, val[0], dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::max(src, val[0], dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// AddWeighted |
|
|
|
DEF_PARAM_TEST(Sz_3Depth, cv::Size, MatDepth, MatDepth, MatDepth); |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_3Depth, Core_AddWeighted, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(MatDepth(CV_32F)), |
|
Values(MatDepth(CV_32F)), |
|
Values(MatDepth(CV_32F)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_3Depth, Core_AddWeighted, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F, CV_64F), |
|
Values(CV_8U, CV_16U, CV_32F, CV_64F), |
|
Values(CV_8U, CV_16U, CV_32F, CV_64F) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth1 = GET_PARAM(1); |
|
const int depth2 = GET_PARAM(2); |
|
const int dst_depth = GET_PARAM(3); |
|
|
|
cv::Mat src1(size, depth1); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, depth2); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::addWeighted(d_src1, 0.5, d_src2, 0.5, 10.0, dst, dst_depth); |
|
|
|
GPU_SANITY_CHECK(dst, 1e-10); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::addWeighted(src1, 0.5, src2, 0.5, 10.0, dst, dst_depth); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// GEMM |
|
|
|
#ifdef HAVE_CUBLAS |
|
|
|
CV_FLAGS(GemmFlags, 0, GEMM_1_T, GEMM_2_T, GEMM_3_T) |
|
#define ALL_GEMM_FLAGS Values(0, CV_GEMM_A_T, CV_GEMM_B_T, CV_GEMM_C_T, CV_GEMM_A_T | CV_GEMM_B_T, CV_GEMM_A_T | CV_GEMM_C_T, CV_GEMM_A_T | CV_GEMM_B_T | CV_GEMM_C_T) |
|
|
|
DEF_PARAM_TEST(Sz_Type_Flags, cv::Size, MatType, GemmFlags); |
|
|
|
PERF_TEST_P(Sz_Type_Flags, Core_GEMM, |
|
Combine(Values(cv::Size(512, 512), cv::Size(1024, 1024)), |
|
Values(CV_32FC1, CV_32FC2, CV_64FC1), |
|
ALL_GEMM_FLAGS)) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int type = GET_PARAM(1); |
|
const int flags = GET_PARAM(2); |
|
|
|
cv::Mat src1(size, type); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, type); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
cv::Mat src3(size, type); |
|
declare.in(src3, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
declare.time(5.0); |
|
|
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
const cv::gpu::GpuMat d_src3(src3); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::gemm(d_src1, d_src2, 1.0, d_src3, 1.0, dst, flags); |
|
|
|
GPU_SANITY_CHECK(dst, 1e-6, ERROR_RELATIVE); |
|
} |
|
else |
|
{ |
|
declare.time(50.0); |
|
|
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::gemm(src1, src2, 1.0, src3, 1.0, dst, flags); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
#endif |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Transpose |
|
|
|
PERF_TEST_P(Sz_Type, Core_Transpose, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8UC1, CV_8UC4, CV_16UC2, CV_16SC2, CV_32SC1, CV_32SC2, CV_64FC1))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int type = GET_PARAM(1); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::transpose(d_src, dst); |
|
|
|
GPU_SANITY_CHECK(dst, 1e-10); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::transpose(src, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Flip |
|
|
|
enum {FLIP_BOTH = 0, FLIP_X = 1, FLIP_Y = -1}; |
|
CV_ENUM(FlipCode, FLIP_BOTH, FLIP_X, FLIP_Y) |
|
|
|
DEF_PARAM_TEST(Sz_Depth_Cn_Code, cv::Size, MatDepth, MatCn, FlipCode); |
|
|
|
PERF_TEST_P(Sz_Depth_Cn_Code, Core_Flip, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F), |
|
GPU_CHANNELS_1_3_4, |
|
FlipCode::all())) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
const int flipCode = GET_PARAM(3); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::flip(d_src, dst, flipCode); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::flip(src, dst, flipCode); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// LutOneChannel |
|
|
|
PERF_TEST_P(Sz_Type, Core_LutOneChannel, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8UC1, CV_8UC3))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int type = GET_PARAM(1); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
cv::Mat lut(1, 256, CV_8UC1); |
|
declare.in(lut, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::LUT(d_src, lut, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::LUT(src, lut, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// LutMultiChannel |
|
|
|
PERF_TEST_P(Sz_Type, Core_LutMultiChannel, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values<MatType>(CV_8UC3))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int type = GET_PARAM(1); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
cv::Mat lut(1, 256, CV_MAKE_TYPE(CV_8U, src.channels())); |
|
declare.in(lut, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::LUT(d_src, lut, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::LUT(src, lut, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MagnitudeComplex |
|
|
|
PERF_TEST_P(Sz, Core_MagnitudeComplex, |
|
GPU_TYPICAL_MAT_SIZES) |
|
{ |
|
const cv::Size size = GetParam(); |
|
|
|
cv::Mat src(size, CV_32FC2); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::magnitude(d_src, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat xy[2]; |
|
cv::split(src, xy); |
|
|
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::magnitude(xy[0], xy[1], dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MagnitudeSqrComplex |
|
|
|
PERF_TEST_P(Sz, Core_MagnitudeSqrComplex, |
|
GPU_TYPICAL_MAT_SIZES) |
|
{ |
|
const cv::Size size = GetParam(); |
|
|
|
cv::Mat src(size, CV_32FC2); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::magnitudeSqr(d_src, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
FAIL_NO_CPU(); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Magnitude |
|
|
|
PERF_TEST_P(Sz, Core_Magnitude, |
|
GPU_TYPICAL_MAT_SIZES) |
|
{ |
|
const cv::Size size = GetParam(); |
|
|
|
cv::Mat src1(size, CV_32FC1); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, CV_32FC1); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::magnitude(d_src1, d_src2, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::magnitude(src1, src2, dst); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MagnitudeSqr |
|
|
|
PERF_TEST_P(Sz, Core_MagnitudeSqr, |
|
GPU_TYPICAL_MAT_SIZES) |
|
{ |
|
const cv::Size size = GetParam(); |
|
|
|
cv::Mat src1(size, CV_32FC1); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, CV_32FC1); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::magnitudeSqr(d_src1, d_src2, dst); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
FAIL_NO_CPU(); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Phase |
|
|
|
DEF_PARAM_TEST(Sz_AngleInDegrees, cv::Size, bool); |
|
|
|
PERF_TEST_P(Sz_AngleInDegrees, Core_Phase, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Bool())) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const bool angleInDegrees = GET_PARAM(1); |
|
|
|
cv::Mat src1(size, CV_32FC1); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, CV_32FC1); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::phase(d_src1, d_src2, dst, angleInDegrees); |
|
|
|
GPU_SANITY_CHECK(dst, 1e-6, ERROR_RELATIVE); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::phase(src1, src2, dst, angleInDegrees); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// CartToPolar |
|
|
|
PERF_TEST_P(Sz_AngleInDegrees, Core_CartToPolar, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Bool())) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const bool angleInDegrees = GET_PARAM(1); |
|
|
|
cv::Mat src1(size, CV_32FC1); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, CV_32FC1); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
cv::gpu::GpuMat magnitude; |
|
cv::gpu::GpuMat angle; |
|
|
|
TEST_CYCLE() cv::gpu::cartToPolar(d_src1, d_src2, magnitude, angle, angleInDegrees); |
|
|
|
GPU_SANITY_CHECK(magnitude); |
|
GPU_SANITY_CHECK(angle, 1e-6, ERROR_RELATIVE); |
|
} |
|
else |
|
{ |
|
cv::Mat magnitude; |
|
cv::Mat angle; |
|
|
|
TEST_CYCLE() cv::cartToPolar(src1, src2, magnitude, angle, angleInDegrees); |
|
|
|
CPU_SANITY_CHECK(magnitude); |
|
CPU_SANITY_CHECK(angle); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// PolarToCart |
|
|
|
PERF_TEST_P(Sz_AngleInDegrees, Core_PolarToCart, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Bool())) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const bool angleInDegrees = GET_PARAM(1); |
|
|
|
cv::Mat magnitude(size, CV_32FC1); |
|
declare.in(magnitude, WARMUP_RNG); |
|
|
|
cv::Mat angle(size, CV_32FC1); |
|
declare.in(angle, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_magnitude(magnitude); |
|
const cv::gpu::GpuMat d_angle(angle); |
|
cv::gpu::GpuMat x; |
|
cv::gpu::GpuMat y; |
|
|
|
TEST_CYCLE() cv::gpu::polarToCart(d_magnitude, d_angle, x, y, angleInDegrees); |
|
|
|
GPU_SANITY_CHECK(x); |
|
GPU_SANITY_CHECK(y); |
|
} |
|
else |
|
{ |
|
cv::Mat x; |
|
cv::Mat y; |
|
|
|
TEST_CYCLE() cv::polarToCart(magnitude, angle, x, y, angleInDegrees); |
|
|
|
CPU_SANITY_CHECK(x); |
|
CPU_SANITY_CHECK(y); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MeanStdDev |
|
|
|
PERF_TEST_P(Sz, Core_MeanStdDev, |
|
GPU_TYPICAL_MAT_SIZES) |
|
{ |
|
const cv::Size size = GetParam(); |
|
|
|
cv::Mat src(size, CV_8UC1); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat d_buf; |
|
cv::Scalar gpu_mean; |
|
cv::Scalar gpu_stddev; |
|
|
|
TEST_CYCLE() cv::gpu::meanStdDev(d_src, gpu_mean, gpu_stddev, d_buf); |
|
|
|
SANITY_CHECK(gpu_mean); |
|
SANITY_CHECK(gpu_stddev); |
|
} |
|
else |
|
{ |
|
cv::Scalar cpu_mean; |
|
cv::Scalar cpu_stddev; |
|
|
|
TEST_CYCLE() cv::meanStdDev(src, cpu_mean, cpu_stddev); |
|
|
|
SANITY_CHECK(cpu_mean); |
|
SANITY_CHECK(cpu_stddev); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Norm |
|
|
|
DEF_PARAM_TEST(Sz_Depth_Norm, cv::Size, MatDepth, NormType); |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Norm, Core_Norm, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F), |
|
Values(NormType(cv::NORM_INF), NormType(cv::NORM_L1), NormType(cv::NORM_L2)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Norm, Core_Norm, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32S, CV_32F), |
|
Values(NormType(cv::NORM_INF), NormType(cv::NORM_L1), NormType(cv::NORM_L2)) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int normType = GET_PARAM(2); |
|
|
|
cv::Mat src(size, depth); |
|
if (depth == CV_8U) |
|
cv::randu(src, 0, 254); |
|
else |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat d_buf; |
|
double gpu_dst; |
|
|
|
TEST_CYCLE() gpu_dst = cv::gpu::norm(d_src, normType, d_buf); |
|
|
|
SANITY_CHECK(gpu_dst, 1e-6, ERROR_RELATIVE); |
|
} |
|
else |
|
{ |
|
double cpu_dst; |
|
|
|
TEST_CYCLE() cpu_dst = cv::norm(src, normType); |
|
|
|
SANITY_CHECK(cpu_dst, 1e-6, ERROR_RELATIVE); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// NormDiff |
|
|
|
DEF_PARAM_TEST(Sz_Norm, cv::Size, NormType); |
|
|
|
PERF_TEST_P(Sz_Norm, Core_NormDiff, |
|
Combine(GPU_TYPICAL_MAT_SIZES, |
|
Values(NormType(cv::NORM_INF), NormType(cv::NORM_L1), NormType(cv::NORM_L2)))) |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int normType = GET_PARAM(1); |
|
|
|
cv::Mat src1(size, CV_8UC1); |
|
declare.in(src1, WARMUP_RNG); |
|
|
|
cv::Mat src2(size, CV_8UC1); |
|
declare.in(src2, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src1(src1); |
|
const cv::gpu::GpuMat d_src2(src2); |
|
double gpu_dst; |
|
|
|
TEST_CYCLE() gpu_dst = cv::gpu::norm(d_src1, d_src2, normType); |
|
|
|
SANITY_CHECK(gpu_dst); |
|
|
|
} |
|
else |
|
{ |
|
double cpu_dst; |
|
|
|
TEST_CYCLE() cpu_dst = cv::norm(src1, src2, normType); |
|
|
|
SANITY_CHECK(cpu_dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Sum |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Cn, Core_Sum, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F), |
|
testing::Values(MatCn(Gray)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Cn, Core_Sum, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F), |
|
GPU_CHANNELS_1_3_4 |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat d_buf; |
|
cv::Scalar gpu_dst; |
|
|
|
TEST_CYCLE() gpu_dst = cv::gpu::sum(d_src, d_buf); |
|
|
|
SANITY_CHECK(gpu_dst, 1e-5, ERROR_RELATIVE); |
|
} |
|
else |
|
{ |
|
cv::Scalar cpu_dst; |
|
|
|
TEST_CYCLE() cpu_dst = cv::sum(src); |
|
|
|
SANITY_CHECK(cpu_dst, 1e-6, ERROR_RELATIVE); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// SumAbs |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Cn, Core_SumAbs, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F), |
|
testing::Values(MatCn(Gray)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Cn, Core_SumAbs, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F), |
|
GPU_CHANNELS_1_3_4 |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat d_buf; |
|
cv::Scalar gpu_dst; |
|
|
|
TEST_CYCLE() gpu_dst = cv::gpu::absSum(d_src, d_buf); |
|
|
|
SANITY_CHECK(gpu_dst, 1e-6, ERROR_RELATIVE); |
|
} |
|
else |
|
{ |
|
FAIL_NO_CPU(); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// SumSqr |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Cn, Core_SumSqr, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F), |
|
testing::Values(MatCn(Gray)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Cn, Core_SumSqr, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F), |
|
GPU_CHANNELS_1_3_4 |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat d_buf; |
|
cv::Scalar gpu_dst; |
|
|
|
TEST_CYCLE() gpu_dst = cv::gpu::sqrSum(d_src, d_buf); |
|
|
|
SANITY_CHECK(gpu_dst, 1e-6, ERROR_RELATIVE); |
|
} |
|
else |
|
{ |
|
FAIL_NO_CPU(); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MinMax |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth, Core_MinMax, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth, Core_MinMax, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F, CV_64F) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src(size, depth); |
|
if (depth == CV_8U) |
|
cv::randu(src, 0, 254); |
|
else |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat d_buf; |
|
double gpu_minVal, gpu_maxVal; |
|
|
|
TEST_CYCLE() cv::gpu::minMax(d_src, &gpu_minVal, &gpu_maxVal, cv::gpu::GpuMat(), d_buf); |
|
|
|
SANITY_CHECK(gpu_minVal, 1e-10); |
|
SANITY_CHECK(gpu_maxVal, 1e-10); |
|
} |
|
else |
|
{ |
|
double cpu_minVal, cpu_maxVal; |
|
|
|
TEST_CYCLE() cv::minMaxLoc(src, &cpu_minVal, &cpu_maxVal); |
|
|
|
SANITY_CHECK(cpu_minVal); |
|
SANITY_CHECK(cpu_maxVal); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// MinMaxLoc |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth, Core_MinMaxLoc, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth, Core_MinMaxLoc, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F, CV_64F) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src(size, depth); |
|
if (depth == CV_8U) |
|
cv::randu(src, 0, 254); |
|
else |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat d_valbuf, d_locbuf; |
|
double gpu_minVal, gpu_maxVal; |
|
cv::Point gpu_minLoc, gpu_maxLoc; |
|
|
|
TEST_CYCLE() cv::gpu::minMaxLoc(d_src, &gpu_minVal, &gpu_maxVal, &gpu_minLoc, &gpu_maxLoc, cv::gpu::GpuMat(), d_valbuf, d_locbuf); |
|
|
|
SANITY_CHECK(gpu_minVal, 1e-10); |
|
SANITY_CHECK(gpu_maxVal, 1e-10); |
|
} |
|
else |
|
{ |
|
double cpu_minVal, cpu_maxVal; |
|
cv::Point cpu_minLoc, cpu_maxLoc; |
|
|
|
TEST_CYCLE() cv::minMaxLoc(src, &cpu_minVal, &cpu_maxVal, &cpu_minLoc, &cpu_maxLoc); |
|
|
|
SANITY_CHECK(cpu_minVal); |
|
SANITY_CHECK(cpu_maxVal); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// CountNonZero |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth, Core_CountNonZero, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth, Core_CountNonZero, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F, CV_64F) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
|
|
cv::Mat src(size, depth); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat d_buf; |
|
int gpu_dst = 0; |
|
|
|
TEST_CYCLE() gpu_dst = cv::gpu::countNonZero(d_src, d_buf); |
|
|
|
SANITY_CHECK(gpu_dst); |
|
} |
|
else |
|
{ |
|
int cpu_dst = 0; |
|
|
|
TEST_CYCLE() cpu_dst = cv::countNonZero(src); |
|
|
|
SANITY_CHECK(cpu_dst); |
|
} |
|
} |
|
|
|
////////////////////////////////////////////////////////////////////// |
|
// Reduce |
|
|
|
enum {Rows = 0, Cols = 1}; |
|
CV_ENUM(ReduceCode, CV_REDUCE_SUM, CV_REDUCE_AVG, CV_REDUCE_MAX, CV_REDUCE_MIN) |
|
CV_ENUM(ReduceDim, Rows, Cols) |
|
|
|
DEF_PARAM_TEST(Sz_Depth_Cn_Code_Dim, cv::Size, MatDepth, MatCn, ReduceCode, ReduceDim); |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_Cn_Code_Dim, Core_Reduce, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F), |
|
Values(1, 2, 3, 4), |
|
ReduceCode::all(), |
|
ReduceDim::all() |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_Cn_Code_Dim, Core_Reduce, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_16S, CV_32F), |
|
Values(1, 2, 3, 4), |
|
ReduceCode::all(), |
|
ReduceDim::all() |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int depth = GET_PARAM(1); |
|
const int channels = GET_PARAM(2); |
|
const int reduceOp = GET_PARAM(3); |
|
const int dim = GET_PARAM(4); |
|
|
|
const int type = CV_MAKE_TYPE(depth, channels); |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
|
|
TEST_CYCLE() cv::gpu::reduce(d_src, dst, dim, reduceOp); |
|
|
|
GPU_SANITY_CHECK(dst); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::reduce(src, dst, dim, reduceOp); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
} |
|
////////////////////////////////////////////////////////////////////// |
|
// Normalize |
|
|
|
DEF_PARAM_TEST(Sz_Depth_NormType, cv::Size, MatDepth, NormType); |
|
|
|
#ifdef OPENCV_TINY_GPU_MODULE |
|
PERF_TEST_P(Sz_Depth_NormType, Core_Normalize, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_32F), |
|
Values(NormType(cv::NORM_INF), |
|
NormType(cv::NORM_L1), |
|
NormType(cv::NORM_L2), |
|
NormType(cv::NORM_MINMAX)) |
|
)) |
|
#else |
|
PERF_TEST_P(Sz_Depth_NormType, Core_Normalize, Combine( |
|
GPU_TYPICAL_MAT_SIZES, |
|
Values(CV_8U, CV_16U, CV_32F, CV_64F), |
|
Values(NormType(cv::NORM_INF), |
|
NormType(cv::NORM_L1), |
|
NormType(cv::NORM_L2), |
|
NormType(cv::NORM_MINMAX)) |
|
)) |
|
#endif |
|
{ |
|
const cv::Size size = GET_PARAM(0); |
|
const int type = GET_PARAM(1); |
|
const int norm_type = GET_PARAM(2); |
|
|
|
const double alpha = 1; |
|
const double beta = 0; |
|
|
|
cv::Mat src(size, type); |
|
declare.in(src, WARMUP_RNG); |
|
|
|
if (PERF_RUN_GPU()) |
|
{ |
|
const cv::gpu::GpuMat d_src(src); |
|
cv::gpu::GpuMat dst; |
|
cv::gpu::GpuMat d_norm_buf, d_cvt_buf; |
|
|
|
TEST_CYCLE() cv::gpu::normalize(d_src, dst, alpha, beta, norm_type, type, cv::gpu::GpuMat(), d_norm_buf, d_cvt_buf); |
|
|
|
GPU_SANITY_CHECK(dst, 1e-6); |
|
} |
|
else |
|
{ |
|
cv::Mat dst; |
|
|
|
TEST_CYCLE() cv::normalize(src, dst, alpha, beta, norm_type, type); |
|
|
|
CPU_SANITY_CHECK(dst); |
|
} |
|
}
|
|
|