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add sanity checks into the features2d gpu performance tests

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This commit is contained in:
marina.kolpakova 2012-10-10 13:10:03 +04:00
parent 2243645d36
commit 45190aea47
2 changed files with 59 additions and 6 deletions
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43
modules/gpu/perf/perf_features2d.cpp
View File

@ -17,7 +17,7 @@ PERF_TEST_P(Image, Features2D_SURF, Values<string>("gpu/perf/aloe.png"))
cv::Mat img = readImage(GetParam(), cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(img.empty());
if (runOnGpu)
if (PERF_RUN_GPU())
{
cv::gpu::SURF_GPU d_surf;
@ -30,6 +30,9 @@ PERF_TEST_P(Image, Features2D_SURF, Values<string>("gpu/perf/aloe.png"))
{
d_surf(d_img, cv::gpu::GpuMat(), d_keypoints, d_descriptors);
}
GPU_SANITY_CHECK(d_descriptors, 1e-4);
GPU_SANITY_CHECK_KEYPOINTS(SURF, d_keypoints);
}
else
{
@ -45,6 +48,9 @@ PERF_TEST_P(Image, Features2D_SURF, Values<string>("gpu/perf/aloe.png"))
keypoints.clear();
surf(img, cv::noArray(), keypoints, descriptors);
}
SANITY_CHECK_KEYPOINTS(keypoints);
SANITY_CHECK(descriptors, 1e-4);
}
}
@ -56,7 +62,7 @@ PERF_TEST_P(Image, Features2D_FAST, Values<string>("gpu/perf/aloe.png"))
cv::Mat img = readImage(GetParam(), cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(img.empty());
if (runOnGpu)
if (PERF_RUN_GPU())
{
cv::gpu::FAST_GPU d_fast(20);
@ -69,6 +75,8 @@ PERF_TEST_P(Image, Features2D_FAST, Values<string>("gpu/perf/aloe.png"))
{
d_fast(d_img, cv::gpu::GpuMat(), d_keypoints);
}
GPU_SANITY_CHECK_RESPONSE(FAST, d_keypoints);
}
else
{
@ -81,6 +89,8 @@ PERF_TEST_P(Image, Features2D_FAST, Values<string>("gpu/perf/aloe.png"))
keypoints.clear();
cv::FAST(img, keypoints, 20);
}
SANITY_CHECK_KEYPOINTS(keypoints);
}
}
@ -92,7 +102,7 @@ PERF_TEST_P(Image, Features2D_ORB, Values<string>("gpu/perf/aloe.png"))
cv::Mat img = readImage(GetParam(), cv::IMREAD_GRAYSCALE);
ASSERT_FALSE(img.empty());
if (runOnGpu)
if (PERF_RUN_GPU())
{
cv::gpu::ORB_GPU d_orb(4000);
@ -105,6 +115,9 @@ PERF_TEST_P(Image, Features2D_ORB, Values<string>("gpu/perf/aloe.png"))
{
d_orb(d_img, cv::gpu::GpuMat(), d_keypoints, d_descriptors);
}
GPU_SANITY_CHECK_KEYPOINTS(ORB, d_keypoints);
GPU_SANITY_CHECK(d_descriptors);
}
else
{
@ -120,6 +133,9 @@ PERF_TEST_P(Image, Features2D_ORB, Values<string>("gpu/perf/aloe.png"))
keypoints.clear();
orb(img, cv::noArray(), keypoints, descriptors);
}
SANITY_CHECK_KEYPOINTS(keypoints);
SANITY_CHECK(descriptors);
}
}
@ -143,7 +159,7 @@ PERF_TEST_P(DescSize_Norm, Features2D_BFMatch, Combine(Values(64, 128, 256), Val
cv::Mat train(3000, desc_size, type);
fillRandom(train);
if (runOnGpu)
if (PERF_RUN_GPU())
{
cv::gpu::BFMatcher_GPU d_matcher(normType);
@ -157,6 +173,9 @@ PERF_TEST_P(DescSize_Norm, Features2D_BFMatch, Combine(Values(64, 128, 256), Val
{
d_matcher.matchSingle(d_query, d_train, d_trainIdx, d_distance);
}
GPU_SANITY_CHECK(d_trainIdx);
GPU_SANITY_CHECK(d_distance);
}
else
{
@ -170,6 +189,8 @@ PERF_TEST_P(DescSize_Norm, Features2D_BFMatch, Combine(Values(64, 128, 256), Val
{
matcher.match(query, train, matches);
}
SANITY_CHECK(matches);
}
}
@ -197,7 +218,7 @@ PERF_TEST_P(DescSize_K_Norm, Features2D_BFKnnMatch, Combine(
cv::Mat train(3000, desc_size, type);
fillRandom(train);
if (runOnGpu)
if (PERF_RUN_GPU())
{
cv::gpu::BFMatcher_GPU d_matcher(normType);
@ -211,6 +232,9 @@ PERF_TEST_P(DescSize_K_Norm, Features2D_BFKnnMatch, Combine(
{
d_matcher.knnMatchSingle(d_query, d_train, d_trainIdx, d_distance, d_allDist, k);
}
GPU_SANITY_CHECK(d_trainIdx);
GPU_SANITY_CHECK(d_distance);
}
else
{
@ -224,6 +248,8 @@ PERF_TEST_P(DescSize_K_Norm, Features2D_BFKnnMatch, Combine(
{
matcher.knnMatch(query, train, matches, k);
}
SANITY_CHECK(matches);
}
}
@ -245,7 +271,7 @@ PERF_TEST_P(DescSize_Norm, Features2D_BFRadiusMatch, Combine(Values(64, 128, 256
cv::Mat train(3000, desc_size, type);
fillRandom(train, 0.0, 1.0);
if (runOnGpu)
if (PERF_RUN_GPU())
{
cv::gpu::BFMatcher_GPU d_matcher(normType);
@ -259,6 +285,9 @@ PERF_TEST_P(DescSize_Norm, Features2D_BFRadiusMatch, Combine(Values(64, 128, 256
{
d_matcher.radiusMatchSingle(d_query, d_train, d_trainIdx, d_distance, d_nMatches, 2.0);
}
GPU_SANITY_CHECK(d_trainIdx);
GPU_SANITY_CHECK(d_distance);
}
else
{
@ -272,6 +301,8 @@ PERF_TEST_P(DescSize_Norm, Features2D_BFRadiusMatch, Combine(Values(64, 128, 256
{
matcher.radiusMatch(query, train, matches, 2.0);
}
SANITY_CHECK(matches);
}
}

22
modules/gpu/perf/utility.hpp
View File

@ -64,4 +64,26 @@ namespace ts {
SANITY_CHECK(cmat, ## __VA_ARGS__); \
} while(0);
#define GPU_SANITY_CHECK_KEYPOINTS(alg, dmat, ...) \
do{ \
cv::Mat d##dmat(dmat); \
cv::Mat __pt_x = d##dmat.row(cv::gpu::alg##_GPU::X_ROW); \
cv::Mat __pt_y = d##dmat.row(cv::gpu::alg##_GPU::Y_ROW); \
cv::Mat __angle = d##dmat.row(cv::gpu::alg##_GPU::ANGLE_ROW); \
cv::Mat __octave = d##dmat.row(cv::gpu::alg##_GPU::OCTAVE_ROW); \
cv::Mat __size = d##dmat.row(cv::gpu::alg##_GPU::SIZE_ROW); \
::perf::Regression::add(this, std::string(#dmat) + "-pt-x-row", __pt_x, ## __VA_ARGS__); \
::perf::Regression::add(this, std::string(#dmat) + "-pt-y-row", __pt_y, ## __VA_ARGS__); \
::perf::Regression::add(this, std::string(#dmat) + "-angle-row", __angle, ## __VA_ARGS__); \
::perf::Regression::add(this, std::string(#dmat) + "octave-row", __octave, ## __VA_ARGS__); \
::perf::Regression::add(this, std::string(#dmat) + "-pt-size-row", __size, ## __VA_ARGS__); \
} while(0);
#define GPU_SANITY_CHECK_RESPONSE(alg, dmat, ...) \
do{ \
cv::Mat d##dmat(dmat); \
cv::Mat __response = d##dmat.row(cv::gpu::alg##_GPU::RESPONSE_ROW); \
::perf::Regression::add(this, std::string(#dmat) + "-response-row", __response, ## __VA_ARGS__); \
} while(0);
#endif // __OPENCV_PERF_GPU_UTILITY_HPP__