#include "perf_cpu_precomp.hpp" #ifdef HAVE_CUDA ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_match GPU_PERF_TEST(BruteForceMatcher_match, cv::gpu::DeviceInfo, int) { int desc_size = GET_PARAM(1); cv::Mat query(3000, desc_size, CV_32FC1); cv::Mat train(3000, desc_size, CV_32FC1); declare.in(query, train, WARMUP_RNG); cv::BFMatcher matcher(cv::NORM_L2); std::vector matches; declare.time(10.0); TEST_CYCLE() { matcher.match(query, train, matches); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_match, testing::Combine( ALL_DEVICES, testing::Values(64, 128, 256))); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_knnMatch GPU_PERF_TEST(BruteForceMatcher_knnMatch, cv::gpu::DeviceInfo, int, int) { int desc_size = GET_PARAM(1); int k = GET_PARAM(2); cv::Mat query(3000, desc_size, CV_32FC1); cv::Mat train(3000, desc_size, CV_32FC1); declare.in(query, train, WARMUP_RNG); cv::BFMatcher matcher(cv::NORM_L2); std::vector< std::vector > matches; declare.time(10.0); TEST_CYCLE() { matcher.knnMatch(query, train, matches, k); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_knnMatch, testing::Combine( ALL_DEVICES, testing::Values(64, 128, 256), testing::Values(2, 3))); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_radiusMatch GPU_PERF_TEST(BruteForceMatcher_radiusMatch, cv::gpu::DeviceInfo, int) { int desc_size = GET_PARAM(1); cv::Mat query(3000, desc_size, CV_32FC1); cv::Mat train(3000, desc_size, CV_32FC1); fill(query, 0, 1); fill(train, 0, 1); cv::BFMatcher matcher(cv::NORM_L2); std::vector< std::vector > matches; declare.time(10.0); TEST_CYCLE() { matcher.radiusMatch(query, train, matches, 2.0); } } INSTANTIATE_TEST_CASE_P(Features2D, BruteForceMatcher_radiusMatch, testing::Combine( ALL_DEVICES, testing::Values(64, 128, 256))); ////////////////////////////////////////////////////////////////////// // SURF GPU_PERF_TEST_1(SURF, cv::gpu::DeviceInfo) { cv::Mat img = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); std::vector keypoints; cv::Mat descriptors; cv::SURF surf; declare.time(30.0); TEST_CYCLE() { surf(img, cv::noArray(), keypoints, descriptors); } } INSTANTIATE_TEST_CASE_P(Features2D, SURF, DEVICES(cv::gpu::GLOBAL_ATOMICS)); ////////////////////////////////////////////////////////////////////// // FAST GPU_PERF_TEST_1(FAST, cv::gpu::DeviceInfo) { cv::Mat img = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); std::vector keypoints; TEST_CYCLE() { cv::FAST(img, keypoints, 20); } } INSTANTIATE_TEST_CASE_P(Features2D, FAST, DEVICES(cv::gpu::GLOBAL_ATOMICS)); ////////////////////////////////////////////////////////////////////// // ORB GPU_PERF_TEST_1(ORB, cv::gpu::DeviceInfo) { cv::Mat img = readImage("gpu/perf/aloe.jpg", cv::IMREAD_GRAYSCALE); ASSERT_FALSE(img.empty()); std::vector keypoints; cv::Mat descriptors; cv::ORB orb(4000); TEST_CYCLE() { orb(img, cv::noArray(), keypoints, descriptors); } } INSTANTIATE_TEST_CASE_P(Features2D, ORB, DEVICES(cv::gpu::GLOBAL_ATOMICS)); #endif