2160 lines
50 KiB
C++
2160 lines
50 KiB
C++
/*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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using namespace std;
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using namespace testing;
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using namespace perf;
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#define ARITHM_MAT_DEPTH Values(CV_8U, CV_16U, CV_32F, CV_64F)
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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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PERF_TEST_P(Sz_Depth, Core_Abs,
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Combine(GPU_TYPICAL_MAT_SIZES,
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Values(CV_16S, CV_32F)))
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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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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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//////////////////////////////////////////////////////////////////////
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// Sqr
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PERF_TEST_P(Sz_Depth, Core_Sqr,
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Combine(GPU_TYPICAL_MAT_SIZES,
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Values(CV_8U, CV_16S, CV_32F)))
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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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|
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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::sqr(d_src, dst);
|
|
|
|
GPU_SANITY_CHECK(dst);
|
|
}
|
|
else
|
|
{
|
|
FAIL_NO_CPU();
|
|
}
|
|
}
|
|
|
|
//////////////////////////////////////////////////////////////////////
|
|
// Sqrt
|
|
|
|
PERF_TEST_P(Sz_Depth, Core_Sqrt,
|
|
Combine(GPU_TYPICAL_MAT_SIZES,
|
|
Values(CV_8U, CV_16S, CV_32F)))
|
|
{
|
|
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::sqrt(d_src, dst);
|
|
|
|
GPU_SANITY_CHECK(dst);
|
|
}
|
|
else
|
|
{
|
|
cv::Mat dst;
|
|
|
|
TEST_CYCLE() cv::sqrt(src, dst);
|
|
|
|
CPU_SANITY_CHECK(dst);
|
|
}
|
|
}
|
|
|
|
//////////////////////////////////////////////////////////////////////
|
|
// Log
|
|
|
|
PERF_TEST_P(Sz_Depth, Core_Log,
|
|
Combine(GPU_TYPICAL_MAT_SIZES,
|
|
Values(CV_8U, CV_16S, CV_32F)))
|
|
{
|
|
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);
|
|
}
|
|
else
|
|
{
|
|
cv::Mat dst;
|
|
|
|
TEST_CYCLE() cv::log(src, dst);
|
|
|
|
CPU_SANITY_CHECK(dst);
|
|
}
|
|
}
|
|
|
|
//////////////////////////////////////////////////////////////////////
|
|
// Exp
|
|
|
|
PERF_TEST_P(Sz_Depth, Core_Exp,
|
|
Combine(GPU_TYPICAL_MAT_SIZES,
|
|
Values(CV_8U, CV_16S, CV_32F)))
|
|
{
|
|
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);
|
|
}
|
|
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);
|
|
|
|
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)))
|
|
{
|
|
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
|
|
|
|
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))
|
|
{
|
|
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
|
|
|
|
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))
|
|
{
|
|
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
|
|
|
|
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))
|
|
{
|
|
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
|
|
|
|
PERF_TEST_P(Sz_Depth, Core_MinScalar,
|
|
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 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
|
|
|
|
PERF_TEST_P(Sz_Depth, Core_MaxScalar,
|
|
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 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);
|
|
|
|
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)))
|
|
{
|
|
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);
|
|
|
|
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))))
|
|
{
|
|
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
|
|
|
|
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))
|
|
{
|
|
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
|
|
|
|
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))
|
|
{
|
|
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
|
|
|
|
PERF_TEST_P(Sz_Depth_Cn, Core_SumSqr,
|
|
Combine(GPU_TYPICAL_MAT_SIZES,
|
|
Values<MatDepth>(CV_8U, CV_16U, CV_32F),
|
|
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);
|
|
|
|
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
|
|
|
|
PERF_TEST_P(Sz_Depth, Core_MinMax,
|
|
Combine(GPU_TYPICAL_MAT_SIZES,
|
|
Values(CV_8U, CV_16U, CV_32F, CV_64F)))
|
|
{
|
|
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
|
|
|
|
PERF_TEST_P(Sz_Depth, Core_MinMaxLoc,
|
|
Combine(GPU_TYPICAL_MAT_SIZES,
|
|
Values(CV_8U, CV_16U, CV_32F, CV_64F)))
|
|
{
|
|
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
|
|
|
|
PERF_TEST_P(Sz_Depth, Core_CountNonZero,
|
|
Combine(GPU_TYPICAL_MAT_SIZES,
|
|
Values(CV_8U, CV_16U, CV_32F, CV_64F)))
|
|
{
|
|
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);
|
|
|
|
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()))
|
|
{
|
|
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);
|
|
|
|
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))))
|
|
{
|
|
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);
|
|
}
|
|
}
|