#include "perf_precomp.hpp" #ifdef HAVE_CUDA ////////////////////////////////////////////////////////////////////// // SURF GPU_PERF_TEST_1(SURF, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img_host = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img_host.empty()); cv::gpu::SURF_GPU surf; cv::gpu::GpuMat img(img_host); cv::gpu::GpuMat keypoints, descriptors; surf(img, cv::gpu::GpuMat(), keypoints, descriptors); declare.time(2.0); TEST_CYCLE() { surf(img, cv::gpu::GpuMat(), keypoints, descriptors); } } INSTANTIATE_TEST_CASE_P(Features2D, SURF, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // FAST GPU_PERF_TEST_1(FAST, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img_host = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img_host.empty()); cv::gpu::FAST_GPU fast(20); cv::gpu::GpuMat img(img_host); cv::gpu::GpuMat keypoints; fast(img, cv::gpu::GpuMat(), keypoints); TEST_CYCLE() { fast(img, cv::gpu::GpuMat(), keypoints); } } INSTANTIATE_TEST_CASE_P(Features2D, FAST, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // ORB GPU_PERF_TEST_1(ORB, cv::gpu::DeviceInfo) { cv::gpu::DeviceInfo devInfo = GetParam(); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat img_host = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img_host.empty()); cv::gpu::ORB_GPU orb(4000); cv::gpu::GpuMat img(img_host); cv::gpu::GpuMat keypoints, descriptors; TEST_CYCLE() { orb(img, cv::gpu::GpuMat(), keypoints, descriptors); } } INSTANTIATE_TEST_CASE_P(Features2D, ORB, ALL_DEVICES); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_match IMPLEMENT_PARAM_CLASS(DescriptorSize, int) GPU_PERF_TEST(BruteForceMatcher_match, cv::gpu::DeviceInfo, DescriptorSize, NormType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::gpu::setDevice(devInfo.deviceID()); int desc_size = GET_PARAM(1); int normType = GET_PARAM(2); int type = normType == cv::NORM_HAMMING ? CV_8U : CV_32F; cv::Mat query_host(3000, desc_size, type); fill(query_host, 0.0, 10.0); cv::Mat train_host(3000, desc_size, type); fill(train_host, 0.0, 10.0); cv::gpu::BFMatcher_GPU matcher(normType); cv::gpu::GpuMat query(query_host); cv::gpu::GpuMat train(train_host); cv::gpu::GpuMat trainIdx, distance; matcher.matchSingle(query, train, trainIdx, distance); declare.time(3.0); TEST_CYCLE() { matcher.matchSingle(query, train, trainIdx, distance); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_match, testing::Combine( ALL_DEVICES, testing::Values(DescriptorSize(64), DescriptorSize(128), DescriptorSize(256)), testing::Values(NormType(cv::NORM_L1), NormType(cv::NORM_L2), NormType(cv::NORM_HAMMING)))); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_knnMatch IMPLEMENT_PARAM_CLASS(K, int) GPU_PERF_TEST(BruteForceMatcher_knnMatch, cv::gpu::DeviceInfo, DescriptorSize, K, NormType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::gpu::setDevice(devInfo.deviceID()); int desc_size = GET_PARAM(1); int k = GET_PARAM(2); int normType = GET_PARAM(3); int type = normType == cv::NORM_HAMMING ? CV_8U : CV_32F; cv::Mat query_host(3000, desc_size, type); fill(query_host, 0.0, 10.0); cv::Mat train_host(3000, desc_size, type); fill(train_host, 0.0, 10.0); cv::gpu::BFMatcher_GPU matcher(normType); cv::gpu::GpuMat query(query_host); cv::gpu::GpuMat train(train_host); cv::gpu::GpuMat trainIdx, distance, allDist; matcher.knnMatchSingle(query, train, trainIdx, distance, allDist, k); declare.time(3.0); TEST_CYCLE() { matcher.knnMatchSingle(query, train, trainIdx, distance, allDist, k); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_knnMatch, testing::Combine( ALL_DEVICES, testing::Values(DescriptorSize(64), DescriptorSize(128), DescriptorSize(256)), testing::Values(K(2), K(3)), testing::Values(NormType(cv::NORM_L1), NormType(cv::NORM_L2), NormType(cv::NORM_HAMMING)))); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_radiusMatch GPU_PERF_TEST(BruteForceMatcher_radiusMatch, cv::gpu::DeviceInfo, DescriptorSize, NormType) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); cv::gpu::setDevice(devInfo.deviceID()); int desc_size = GET_PARAM(1); int normType = GET_PARAM(2); int type = normType == cv::NORM_HAMMING ? CV_8U : CV_32F; cv::Mat query_host(3000, desc_size, type); fill(query_host, 0.0, 1.0); cv::Mat train_host(3000, desc_size, type); fill(train_host, 0.0, 1.0); cv::gpu::BFMatcher_GPU matcher(normType); cv::gpu::GpuMat query(query_host); cv::gpu::GpuMat train(train_host); cv::gpu::GpuMat trainIdx, nMatches, distance; matcher.radiusMatchSingle(query, train, trainIdx, distance, nMatches, 2.0); declare.time(3.0); TEST_CYCLE() { matcher.radiusMatchSingle(query, train, trainIdx, distance, nMatches, 2.0); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_radiusMatch, testing::Combine( ALL_DEVICES, testing::Values(DescriptorSize(64), DescriptorSize(128), DescriptorSize(256)), testing::Values(NormType(cv::NORM_L1), NormType(cv::NORM_L2), NormType(cv::NORM_HAMMING)))); #endif