added perf tests for filters
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Ilya Lavrenov
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04ae46e21c
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f61597dce8
231
modules/imgproc/perf/opencl/perf_filters.cpp
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modules/imgproc/perf/opencl/perf_filters.cpp
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/*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) 2010-2012, Multicoreware, Inc., all rights reserved.
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// Copyright (C) 2010-2012, Advanced Micro Devices, Inc., all rights reserved.
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// Third party copyrights are property of their respective owners.
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//
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// @Authors
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// Fangfang Bai, fangfang@multicorewareinc.com
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// Jin Ma, jin@multicorewareinc.com
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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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// 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/ocl_perf.hpp"
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#ifdef HAVE_OPENCL
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namespace cvtest {
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namespace ocl {
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///////////// Blur ////////////////////////
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typedef Size_MatType BlurFixture;
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OCL_PERF_TEST_P(BlurFixture, Blur,
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::testing::Combine(OCL_TEST_SIZES, OCL_TEST_TYPES))
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{
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const Size_MatType_t params = GetParam();
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const Size srcSize = get<0>(params), ksize(3, 3);
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const int type = get<1>(params), bordertype = BORDER_CONSTANT;
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const double eps = CV_MAT_DEPTH(type) <= CV_32S ? 1 : 1e-5;
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checkDeviceMaxMemoryAllocSize(srcSize, type);
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UMat src(srcSize, type), dst(srcSize, type);
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declare.in(src, WARMUP_RNG).out(dst);
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OCL_TEST_CYCLE() cv::blur(src, dst, ksize, Point(-1, -1), bordertype);
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SANITY_CHECK(dst, eps);
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}
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///////////// Laplacian////////////////////////
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typedef Size_MatType LaplacianFixture;
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OCL_PERF_TEST_P(LaplacianFixture, Laplacian,
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::testing::Combine(OCL_TEST_SIZES, OCL_TEST_TYPES))
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{
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const Size_MatType_t params = GetParam();
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const Size srcSize = get<0>(params);
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const int type = get<1>(params), ksize = 3;
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const double eps = CV_MAT_DEPTH(type) <= CV_32S ? 1 : 1e-5;
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checkDeviceMaxMemoryAllocSize(srcSize, type);
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UMat src(srcSize, type), dst(srcSize, type);
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declare.in(src, WARMUP_RNG).out(dst);
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OCL_TEST_CYCLE() cv::Laplacian(src, dst, -1, ksize, 1);
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SANITY_CHECK(dst, eps);
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}
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///////////// Erode ////////////////////
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typedef Size_MatType ErodeFixture;
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OCL_PERF_TEST_P(ErodeFixture, Erode,
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::testing::Combine(OCL_TEST_SIZES, OCL_TEST_TYPES))
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{
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const Size_MatType_t params = GetParam();
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const Size srcSize = get<0>(params);
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const int type = get<1>(params), ksize = 3;
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const Mat ker = getStructuringElement(MORPH_RECT, Size(ksize, ksize));
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checkDeviceMaxMemoryAllocSize(srcSize, type);
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UMat src(srcSize, type), dst(srcSize, type);
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declare.in(src, WARMUP_RNG).out(dst).in(ker);
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OCL_TEST_CYCLE() cv::erode(src, dst, ker);
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SANITY_CHECK(dst);
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}
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///////////// Sobel ////////////////////////
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typedef Size_MatType SobelFixture;
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OCL_PERF_TEST_P(SobelFixture, Sobel,
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::testing::Combine(OCL_TEST_SIZES, OCL_TEST_TYPES))
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{
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const Size_MatType_t params = GetParam();
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const Size srcSize = get<0>(params);
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const int type = get<1>(params), dx = 1, dy = 1;
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checkDeviceMaxMemoryAllocSize(srcSize, type, sizeof(float) * 2);
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UMat src(srcSize, type), dst(srcSize, type);
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declare.in(src, WARMUP_RNG).out(dst);
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OCL_TEST_CYCLE() cv::Sobel(src, dst, -1, dx, dy);
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SANITY_CHECK(dst);
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}
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///////////// Scharr ////////////////////////
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typedef Size_MatType ScharrFixture;
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OCL_PERF_TEST_P(ScharrFixture, Scharr,
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::testing::Combine(OCL_TEST_SIZES, OCL_TEST_TYPES))
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{
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const Size_MatType_t params = GetParam();
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const Size srcSize = get<0>(params);
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const int type = get<1>(params), dx = 1, dy = 0;
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const double eps = CV_MAT_DEPTH(type) <= CV_32S ? 1 : 1e-5;
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checkDeviceMaxMemoryAllocSize(srcSize, type, sizeof(float) * 2);
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UMat src(srcSize, type), dst(srcSize, type);
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declare.in(src, WARMUP_RNG).out(dst);
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OCL_TEST_CYCLE() cv::Scharr(src, dst, -1, dx, dy);
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SANITY_CHECK(dst, eps);
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}
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///////////// GaussianBlur ////////////////////////
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typedef Size_MatType GaussianBlurFixture;
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OCL_PERF_TEST_P(GaussianBlurFixture, GaussianBlur,
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::testing::Combine(OCL_TEST_SIZES, OCL_TEST_TYPES))
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{
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const Size_MatType_t params = GetParam();
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const Size srcSize = get<0>(params);
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const int type = get<1>(params), ksize = 7;
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const double eps = CV_MAT_DEPTH(type) <= CV_32S ? 1 + DBL_EPSILON : 3e-4;
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checkDeviceMaxMemoryAllocSize(srcSize, type);
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UMat src(srcSize, type), dst(srcSize, type);
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declare.in(src, WARMUP_RNG).out(dst);
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OCL_TEST_CYCLE() cv::GaussianBlur(src, dst, Size(ksize, ksize), 0);
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SANITY_CHECK(dst, eps);
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}
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///////////// Filter2D ////////////////////////
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typedef Size_MatType Filter2DFixture;
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OCL_PERF_TEST_P(Filter2DFixture, Filter2D,
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::testing::Combine(OCL_TEST_SIZES, OCL_TEST_TYPES))
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{
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const Size_MatType_t params = GetParam();
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const Size srcSize = get<0>(params);
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const int type = get<1>(params), ksize = 3;
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const double eps = CV_MAT_DEPTH(type) <= CV_32S ? 1 : 1e-5;
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checkDeviceMaxMemoryAllocSize(srcSize, type);
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UMat src(srcSize, type), dst(srcSize, type), kernel(ksize, ksize, CV_32SC1);
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declare.in(src, WARMUP_RNG).in(kernel).out(dst);
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randu(kernel, -3.0, 3.0);
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OCL_TEST_CYCLE() cv::filter2D(src, dst, -1, kernel);
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SANITY_CHECK(dst, eps);
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}
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///////////// Bilateral ////////////////////////
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typedef TestBaseWithParam<Size> BilateralFixture;
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OCL_PERF_TEST_P(BilateralFixture, Bilateral, OCL_TEST_SIZES)
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{
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const Size srcSize = GetParam();
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const int d = 7;
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const double sigmacolor = 50.0, sigmaspace = 50.0;
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checkDeviceMaxMemoryAllocSize(srcSize, CV_8UC1);
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UMat src(srcSize, CV_8UC1), dst(srcSize, CV_8UC1);
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declare.in(src, WARMUP_RNG).out(dst);
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OCL_TEST_CYCLE() cv::bilateralFilter(src, dst, d, sigmacolor, sigmaspace);
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SANITY_CHECK(dst);
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}
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} } // namespace cvtest::ocl
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#endif // HAVE_OPENCL
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