4e40e5bb88
GAPI (fluid): optimization of Sobel 3x3 (#13070) * GAPI: performance test for Sobel * GAPI: performance test for Sobel w/FP32 input * GAPI: Sobel speedup: 2.5x (U8) up to 10x (float) * GAPI: Sobel 3x3 to support U8 into S16 * GAPI (fluid): Sobel 3x3 speedup: 10% (uchar), 1.5x (float) * GAPI (fluid): Sobel 3x3 speedup: +10x (uchar), but -20% (float) * GAPI (fluid): Sobel 3x3 speedup: +10% (float) * GAPI (fluid): Sobel 3x3 speedup: +15% (float), +10% (uchar) * GAPI (fluid): Sobel 3x3: address GCC warnings * GAPI (fluid): Sobel 3x3: separate *.cpp file w/SIMD code * GAPI (fluid): Sobel 3x3: fixed AVX2 code, AVX2 speedup 20-50% (uchar), 10-20% (float) * GAPI (fluid): Sobel 3x3: fix CV_SIMD code for AVX2 * GAPI (fluid): Sobel 3x3: refactor
170 lines
9.2 KiB
C++
170 lines
9.2 KiB
C++
// This file is part of OpenCV project.
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// It is subject to the license terms in the LICENSE file found in the top-level directory
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// of this distribution and at http://opencv.org/license.html.
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//
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// Copyright (C) 2018 Intel Corporation
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#include "../test_precomp.hpp"
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#include "../common/gapi_imgproc_tests.hpp"
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#include "backends/fluid/gfluidimgproc.hpp"
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#define IMGPROC_FLUID cv::gapi::imgproc::fluid::kernels()
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namespace opencv_test
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{
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INSTANTIATE_TEST_CASE_P(RGB2GrayTestFluid, RGB2GrayTest,
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Combine(Values(ToleranceRGBBGR(0.001).to_compare_f()),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(BGR2GrayTestFluid, BGR2GrayTest,
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Combine(Values(ToleranceRGBBGR(0.001).to_compare_f()),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(RGB2YUVTestFluid, RGB2YUVTest,
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Combine(Values(ToleranceRGBBGR(0.15*3).to_compare_f()),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(YUV2RGBTestFluid, YUV2RGBTest,
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Combine(Values(ToleranceTriple(0.25 * 3, 0.01 * 3, 1e-5 * 3).to_compare_f()),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(RGB2LabTestFluid, RGB2LabTest,
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Combine(Values(ToleranceTriple(0.25 * 3, 0.0, 1e-5 * 3).to_compare_f()),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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// FIXME: Not supported by Fluid yet (no kernel implemented)
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INSTANTIATE_TEST_CASE_P(BGR2LUVTestFluid, BGR2LUVTest,
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Combine(Values(ToleranceTriple(0.25 * 3, 0.01 * 3, 0.0001 * 3).to_compare_f()),
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(blurTestFluid, BlurTest,
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Combine(Values(AbsTolerance(0.0).to_compare_f()),
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Values(CV_8UC1, CV_16UC1, CV_16SC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(cv::BORDER_DEFAULT),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(gaussBlurTestFluid, GaussianBlurTest,
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Combine(Values(AbsToleranceGaussianBlur_Float_Int(1e-6, 1e-6).to_compare_f()),
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Values(CV_8UC1, CV_16UC1, CV_16SC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(medianBlurTestFluid, MedianBlurTest,
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Combine(Values(AbsExact().to_compare_f()),
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Values(CV_8UC1, CV_16UC1, CV_16SC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(erodeTestFluid, ErodeTest,
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Combine(Values(AbsExact().to_compare_f()),
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Values(CV_8UC1, CV_16UC1, CV_16SC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(cv::MorphShapes::MORPH_RECT,
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cv::MorphShapes::MORPH_CROSS,
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cv::MorphShapes::MORPH_ELLIPSE),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(dilateTestFluid, DilateTest,
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Combine(Values(AbsExact().to_compare_f()),
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Values(CV_8UC1, CV_16UC1, CV_16SC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(cv::MorphShapes::MORPH_RECT,
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cv::MorphShapes::MORPH_CROSS,
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cv::MorphShapes::MORPH_ELLIPSE),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(SobelTestFluid, SobelTest,
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Combine(Values(AbsExact().to_compare_f()),
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Values(CV_8UC1, CV_16UC1, CV_16SC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1, CV_16S, CV_32F),
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Values(0, 1),
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Values(1, 2),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(SobelTestFluid32F, SobelTest,
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Combine(Values(AbsToleranceSobel(1e-3).to_compare_f()),
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Values(CV_32FC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(CV_32F),
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Values(0, 1),
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Values(1, 2),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(boxFilterTestFluid32, BoxFilterTest,
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Combine(Values(AbsTolerance_Float_Int(1e-6, 1e-4).to_compare_f()),
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Values(CV_8UC1, CV_16UC1, CV_16SC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(cv::BORDER_DEFAULT),
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Values(-1, CV_32F),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(sepFilterTestFluid, SepFilterTest,
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Combine(Values(AbsToleranceSepFilter(1e-5f).to_compare_f()),
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Values(CV_32FC1),
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Values(3), // add kernel size=5 when implementation is ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480)),
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Values(-1, CV_32F),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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INSTANTIATE_TEST_CASE_P(filter2DTestFluid, Filter2DTest,
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Combine(Values(AbsTolerance_Float_Int(1e-6, 1e-4).to_compare_f()),
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Values(CV_8UC1, CV_16UC1, CV_16SC1),
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Values(3), // add kernel size=4,5,7 when implementation ready
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Values(cv::Size(1280, 720),
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cv::Size(640, 480),
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cv::Size(128, 128)),
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Values(cv::BORDER_DEFAULT),
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Values(-1, CV_32F),
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Values(true, false),
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Values(cv::compile_args(IMGPROC_FLUID))));
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} // opencv_test
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