#include "perf_precomp.hpp" #ifdef HAVE_CUDA ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_match GPU_PERF_TEST(BruteForceMatcher_match, cv::gpu::DeviceInfo, int) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); int desc_size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat query_host(3000, desc_size, CV_32FC1); cv::Mat train_host(3000, desc_size, CV_32FC1); declare.in(query_host, train_host, WARMUP_RNG); cv::gpu::GpuMat query(query_host); cv::gpu::GpuMat train(train_host); cv::gpu::GpuMat trainIdx, distance; cv::gpu::BFMatcher_GPU matcher(cv::NORM_L2); 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(64, 128, 256))); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_knnMatch GPU_PERF_TEST(BruteForceMatcher_knnMatch, cv::gpu::DeviceInfo, int, int) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); int desc_size = GET_PARAM(1); int k = GET_PARAM(2); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat query_host(3000, desc_size, CV_32FC1); cv::Mat train_host(3000, desc_size, CV_32FC1); declare.in(query_host, train_host, WARMUP_RNG); cv::gpu::GpuMat query(query_host); cv::gpu::GpuMat train(train_host); cv::gpu::GpuMat trainIdx, distance, allDist; cv::gpu::BFMatcher_GPU matcher(cv::NORM_L2); 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(64, 128, 256), testing::Values(2, 3))); ////////////////////////////////////////////////////////////////////// // BruteForceMatcher_radiusMatch GPU_PERF_TEST(BruteForceMatcher_radiusMatch, cv::gpu::DeviceInfo, int) { cv::gpu::DeviceInfo devInfo = GET_PARAM(0); int desc_size = GET_PARAM(1); cv::gpu::setDevice(devInfo.deviceID()); cv::Mat query_host(3000, desc_size, CV_32FC1); cv::Mat train_host(3000, desc_size, CV_32FC1); fill(query_host, 0, 1); fill(train_host, 0, 1); cv::gpu::GpuMat query(query_host); cv::gpu::GpuMat train(train_host); cv::gpu::GpuMat trainIdx, nMatches, distance; cv::gpu::BFMatcher_GPU matcher(cv::NORM_L2); 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(64, 128, 256))); ////////////////////////////////////////////////////////////////////// // 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::GpuMat img(img_host); cv::gpu::GpuMat keypoints, descriptors; cv::gpu::SURF_GPU surf; declare.time(2.0); TEST_CYCLE() { surf(img, cv::gpu::GpuMat(), keypoints, descriptors); } } INSTANTIATE_TEST_CASE_P(Features2D, SURF, DEVICES(cv::gpu::GLOBAL_ATOMICS)); ////////////////////////////////////////////////////////////////////// // 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::GpuMat img(img_host); cv::gpu::GpuMat keypoints, descriptors; cv::gpu::FAST_GPU fastGPU(20); TEST_CYCLE() { fastGPU(img, cv::gpu::GpuMat(), keypoints); } } INSTANTIATE_TEST_CASE_P(Features2D, FAST, DEVICES(cv::gpu::GLOBAL_ATOMICS)); ////////////////////////////////////////////////////////////////////// // 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::GpuMat img(img_host); cv::gpu::GpuMat keypoints, descriptors; cv::gpu::ORB_GPU orbGPU(4000); TEST_CYCLE() { orbGPU(img, cv::gpu::GpuMat(), keypoints, descriptors); } } INSTANTIATE_TEST_CASE_P(Features2D, ORB, DEVICES(cv::gpu::GLOBAL_ATOMICS)); #endif