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ddd2447192
G-API: Extend GKernelPackage and serialization API * Extend GKernelPackage API * Adding tests * Extend serialization API * Address review comments
550 lines
16 KiB
C++
550 lines
16 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) 2018-2021 Intel Corporation
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#include <algorithm>
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#include "test_precomp.hpp"
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#include "gapi_mock_kernels.hpp"
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#include <opencv2/gapi/cpu/gcpukernel.hpp> // cpu::backend
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#include <opencv2/gapi/fluid/gfluidkernel.hpp> // fluid::backend
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namespace opencv_test
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{
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namespace
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{
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namespace I
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{
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G_TYPED_KERNEL(GClone, <GMat(GMat)>, "org.opencv.test.clone")
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{
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static GMatDesc outMeta(GMatDesc in) { return in; }
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};
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}
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enum class KernelTags
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{
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CPU_CUSTOM_BGR2GRAY,
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CPU_CUSTOM_CLONE,
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CPU_CUSTOM_ADD,
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FLUID_CUSTOM_BGR2GRAY,
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FLUID_CUSTOM_CLONE,
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FLUID_CUSTOM_ADD
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};
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class HeteroGraph: public ::testing::Test
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{
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public:
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HeteroGraph()
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{
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auto tmp = I::GClone::on(cv::gapi::add(in[0], in[1]));
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out = cv::gapi::imgproc::GBGR2Gray::on(tmp);
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}
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static void registerCallKernel(KernelTags kernel_tag) {
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kernel_calls.insert(kernel_tag);
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}
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bool checkCallKernel(KernelTags kernel_tag) {
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return ade::util::contains(kernel_calls, kernel_tag);
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}
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protected:
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void SetUp() override
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{
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if (!kernel_calls.empty())
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cv::util::throw_error(std::logic_error("Kernel call log has not been cleared!!!"));
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}
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void TearDown() override
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{
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kernel_calls.clear();
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}
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protected:
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cv::GMat in[2], out;
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static std::set<KernelTags> kernel_calls;
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};
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namespace cpu
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{
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GAPI_OCV_KERNEL(GClone, I::GClone)
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{
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static void run(const cv::Mat&, cv::Mat)
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{
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HeteroGraph::registerCallKernel(KernelTags::CPU_CUSTOM_CLONE);
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}
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};
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GAPI_OCV_KERNEL(BGR2Gray, cv::gapi::imgproc::GBGR2Gray)
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{
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static void run(const cv::Mat&, cv::Mat&)
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{
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HeteroGraph::registerCallKernel(KernelTags::CPU_CUSTOM_BGR2GRAY);
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}
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};
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GAPI_OCV_KERNEL(GAdd, cv::gapi::core::GAdd)
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{
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static void run(const cv::Mat&, const cv::Mat&, int, cv::Mat&)
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{
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HeteroGraph::registerCallKernel(KernelTags::CPU_CUSTOM_ADD);
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}
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};
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}
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namespace fluid
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{
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GAPI_FLUID_KERNEL(GClone, I::GClone, false)
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{
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static const int Window = 1;
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static void run(const cv::gapi::fluid::View&, cv::gapi::fluid::Buffer&)
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{
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HeteroGraph::registerCallKernel(KernelTags::FLUID_CUSTOM_CLONE);
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}
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};
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GAPI_FLUID_KERNEL(BGR2Gray, cv::gapi::imgproc::GBGR2Gray, false)
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{
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static const int Window = 1;
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static void run(const cv::gapi::fluid::View&, cv::gapi::fluid::Buffer&)
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{
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HeteroGraph::registerCallKernel(KernelTags::FLUID_CUSTOM_BGR2GRAY);
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}
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};
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GAPI_FLUID_KERNEL(GAdd, cv::gapi::core::GAdd, false)
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{
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static const int Window = 1;
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static void run(const cv::gapi::fluid::View&, const cv::gapi::fluid::View&,
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int, cv::gapi::fluid::Buffer&)
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{
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HeteroGraph::registerCallKernel(KernelTags::FLUID_CUSTOM_ADD);
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}
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};
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}
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std::set<KernelTags> HeteroGraph::kernel_calls;
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} // anonymous namespace
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TEST(KernelPackage, Create)
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{
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namespace J = Jupiter;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar, J::Baz>();
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EXPECT_EQ(3u, pkg.size());
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}
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TEST(KernelPackage, Includes)
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{
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namespace J = Jupiter;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar, J::Baz>();
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EXPECT_TRUE (pkg.includes<J::Foo>());
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EXPECT_TRUE (pkg.includes<J::Bar>());
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EXPECT_TRUE (pkg.includes<J::Baz>());
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EXPECT_FALSE(pkg.includes<J::Qux>());
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}
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TEST(KernelPackage, Include)
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{
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namespace J = Jupiter;
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auto pkg = cv::gapi::kernels();
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pkg.include(J::backend(), "test.kernels.foo");
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pkg.include(J::backend(), "test.kernels.bar");
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EXPECT_TRUE (pkg.includes<J::Foo>());
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EXPECT_TRUE (pkg.includes<J::Bar>());
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}
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TEST(KernelPackage, GetIds)
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{
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namespace J = Jupiter;
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auto pkg = cv::gapi::kernels();
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pkg.include(J::backend(), "test.kernels.foo");
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pkg.include(J::backend(), "test.kernels.bar");
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pkg.include<J::Baz>();
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auto ids = pkg.get_kernel_ids();
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EXPECT_NE(ids.end(), std::find(ids.begin(), ids.end(), "test.kernels.foo"));
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EXPECT_NE(ids.end(), std::find(ids.begin(), ids.end(), "test.kernels.bar"));
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EXPECT_NE(ids.end(), std::find(ids.begin(), ids.end(), "test.kernels.baz"));
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}
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TEST(KernelPackage, IncludesAPI)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto pkg = cv::gapi::kernels<J::Foo, S::Bar>();
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EXPECT_TRUE (pkg.includesAPI<I::Foo>());
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EXPECT_TRUE (pkg.includesAPI<I::Bar>());
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EXPECT_FALSE(pkg.includesAPI<I::Baz>());
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EXPECT_FALSE(pkg.includesAPI<I::Qux>());
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}
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TEST(KernelPackage, Include_Add)
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{
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namespace J = Jupiter;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar, J::Baz>();
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EXPECT_FALSE(pkg.includes<J::Qux>());
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pkg.include<J::Qux>();
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EXPECT_TRUE(pkg.includes<J::Qux>());
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}
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TEST(KernelPackage, Include_REPLACE)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar>();
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EXPECT_FALSE(pkg.includes<S::Bar>());
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pkg.include<S::Bar>();
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EXPECT_FALSE(pkg.includes<J::Bar>());
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EXPECT_TRUE(pkg.includes<S::Bar>());
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}
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TEST(KernelPackage, RemoveBackend)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar, S::Baz>();
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EXPECT_TRUE(pkg.includes<J::Foo>());
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EXPECT_TRUE(pkg.includes<J::Bar>());
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pkg.remove(J::backend());
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EXPECT_FALSE(pkg.includes<J::Foo>());
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EXPECT_FALSE(pkg.includes<J::Bar>());
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EXPECT_TRUE(pkg.includes<S::Baz>());
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};
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TEST(KernelPackage, RemoveAPI)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar>();
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EXPECT_TRUE(pkg.includes<J::Foo>());
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EXPECT_TRUE(pkg.includes<J::Bar>());
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pkg.remove<I::Foo>();
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EXPECT_TRUE(pkg.includes<J::Bar>());
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EXPECT_FALSE(pkg.includes<J::Foo>());
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};
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TEST(KernelPackage, CreateHetero)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar, J::Baz, S::Qux>();
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EXPECT_EQ(4u, pkg.size());
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}
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TEST(KernelPackage, IncludesHetero)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar, J::Baz, S::Qux>();
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EXPECT_TRUE (pkg.includes<J::Foo>());
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EXPECT_TRUE (pkg.includes<J::Bar>());
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EXPECT_TRUE (pkg.includes<J::Baz>());
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EXPECT_FALSE(pkg.includes<J::Qux>());
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EXPECT_TRUE (pkg.includes<S::Qux>());
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}
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TEST(KernelPackage, IncludeHetero)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto pkg = cv::gapi::kernels<J::Foo, J::Bar, J::Baz>();
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EXPECT_FALSE(pkg.includes<J::Qux>());
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EXPECT_FALSE(pkg.includes<S::Qux>());
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pkg.include<S::Qux>();
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EXPECT_FALSE(pkg.includes<J::Qux>());
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EXPECT_TRUE (pkg.includes<S::Qux>());
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}
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TEST(KernelPackage, Combine_REPLACE_Full)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto j_pkg = cv::gapi::kernels<J::Foo, J::Bar, J::Baz>();
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auto s_pkg = cv::gapi::kernels<S::Foo, S::Bar, S::Baz>();
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auto u_pkg = cv::gapi::combine(j_pkg, s_pkg);
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EXPECT_EQ(3u, u_pkg.size());
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EXPECT_FALSE(u_pkg.includes<J::Foo>());
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EXPECT_FALSE(u_pkg.includes<J::Bar>());
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EXPECT_FALSE(u_pkg.includes<J::Baz>());
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EXPECT_TRUE (u_pkg.includes<S::Foo>());
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EXPECT_TRUE (u_pkg.includes<S::Bar>());
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EXPECT_TRUE (u_pkg.includes<S::Baz>());
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}
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TEST(KernelPackage, Combine_REPLACE_Partial)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto j_pkg = cv::gapi::kernels<J::Foo, J::Bar>();
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auto s_pkg = cv::gapi::kernels<S::Bar>();
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auto u_pkg = cv::gapi::combine(j_pkg, s_pkg);
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EXPECT_EQ(2u, u_pkg.size());
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EXPECT_TRUE (u_pkg.includes<J::Foo>());
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EXPECT_FALSE(u_pkg.includes<J::Bar>());
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EXPECT_TRUE (u_pkg.includes<S::Bar>());
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}
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TEST(KernelPackage, Combine_REPLACE_Append)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto j_pkg = cv::gapi::kernels<J::Foo, J::Bar>();
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auto s_pkg = cv::gapi::kernels<S::Qux>();
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auto u_pkg = cv::gapi::combine(j_pkg, s_pkg);
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EXPECT_EQ(3u, u_pkg.size());
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EXPECT_TRUE(u_pkg.includes<J::Foo>());
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EXPECT_TRUE(u_pkg.includes<J::Bar>());
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EXPECT_TRUE(u_pkg.includes<S::Qux>());
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}
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TEST(KernelPackage, TestWithEmptyLHS)
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{
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namespace J = Jupiter;
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auto lhs = cv::gapi::kernels<>();
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auto rhs = cv::gapi::kernels<J::Foo>();
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auto pkg = cv::gapi::combine(lhs, rhs);
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EXPECT_EQ(1u, pkg.size());
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EXPECT_TRUE(pkg.includes<J::Foo>());
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}
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TEST(KernelPackage, TestWithEmptyRHS)
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{
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namespace J = Jupiter;
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auto lhs = cv::gapi::kernels<J::Foo>();
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auto rhs = cv::gapi::kernels<>();
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auto pkg = cv::gapi::combine(lhs, rhs);
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EXPECT_EQ(1u, pkg.size());
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EXPECT_TRUE(pkg.includes<J::Foo>());
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}
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TEST(KernelPackage, Return_Unique_Backends)
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{
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auto pkg = cv::gapi::kernels<cpu::GClone, fluid::BGR2Gray, fluid::GAdd>();
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EXPECT_EQ(2u, pkg.backends().size());
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}
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TEST(KernelPackage, Can_Use_Custom_Kernel)
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{
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cv::GMat in[2];
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auto out = I::GClone::on(cv::gapi::add(in[0], in[1]));
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const auto in_meta = cv::GMetaArg(cv::GMatDesc{CV_8U,1,cv::Size(32,32)});
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auto pkg = cv::gapi::kernels<cpu::GClone>();
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EXPECT_NO_THROW(cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
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compile({in_meta, in_meta}, cv::compile_args(pkg)));
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}
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TEST(KernelPackage, CombineMultiple)
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{
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namespace J = Jupiter;
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namespace S = Saturn;
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auto a = cv::gapi::kernels<J::Foo>();
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auto b = cv::gapi::kernels<J::Bar>();
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auto c = cv::gapi::kernels<S::Qux>();
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auto pkg = cv::gapi::combine(a, b, c);
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EXPECT_EQ(3u, pkg.size());
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EXPECT_TRUE(pkg.includes<J::Foo>());
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EXPECT_TRUE(pkg.includes<J::Bar>());
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EXPECT_TRUE(pkg.includes<S::Qux>());
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}
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TEST_F(HeteroGraph, Call_Custom_Kernel_Default_Backend)
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{
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// in0 -> GCPUAdd -> tmp -> cpu::GClone -> GCPUBGR2Gray -> out
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// ^
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// |
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// in1 -------`
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cv::Mat in_mat1 = cv::Mat::eye(3, 3, CV_8UC3),
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in_mat2 = cv::Mat::eye(3, 3, CV_8UC3),
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out_mat;
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auto pkg = cv::gapi::kernels<cpu::GClone>();
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cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
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apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(pkg));
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EXPECT_TRUE(checkCallKernel(KernelTags::CPU_CUSTOM_CLONE));
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}
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TEST_F(HeteroGraph, Call_Custom_Kernel_Not_Default_Backend)
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{
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// in0 -> GCPUAdd -> tmp -> fluid::GClone -> GCPUBGR2Gray -> out
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// ^
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// |
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// in1 -------`
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cv::Mat in_mat1 = cv::Mat::eye(3, 3, CV_8UC3),
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in_mat2 = cv::Mat::eye(3, 3, CV_8UC3),
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out_mat;
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auto pkg = cv::gapi::kernels<fluid::GClone>();
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cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
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apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(pkg));
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EXPECT_TRUE(checkCallKernel(KernelTags::FLUID_CUSTOM_CLONE));
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}
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TEST_F(HeteroGraph, Replace_Default_To_Same_Backend)
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{
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// in0 -> GCPUAdd -> tmp -> cpu::GClone -> cpu::BGR2Gray -> out
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// ^
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// |
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// in1 -------`
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cv::Mat in_mat1 = cv::Mat::eye(3, 3, CV_8UC3),
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in_mat2 = cv::Mat::eye(3, 3, CV_8UC3),
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out_mat;
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auto pkg = cv::gapi::kernels<cpu::GClone, cpu::BGR2Gray>();
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cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
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apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(pkg));
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EXPECT_TRUE(checkCallKernel(KernelTags::CPU_CUSTOM_BGR2GRAY));
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}
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TEST_F(HeteroGraph, Replace_Default_To_Another_Backend)
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{
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//in0 -> GCPUAdd -> tmp -> cpu::GClone -> fluid::BGR2Gray -> out
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// ^
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// |
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//in1 --------`
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cv::Mat in_mat1(300, 300, CV_8UC3),
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in_mat2(300, 300, CV_8UC3),
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out_mat;
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auto pkg = cv::gapi::kernels<cpu::GClone, fluid::BGR2Gray>();
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cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
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apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(pkg));
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EXPECT_TRUE(checkCallKernel(KernelTags::FLUID_CUSTOM_BGR2GRAY));
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}
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TEST_F(HeteroGraph, Use_Only_Same_Backend)
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{
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//in0 -> cpu::GAdd -> tmp -> cpu::GClone -> cpu::BGR2Gray -> out
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// ^
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// |
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//in1 --------`
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cv::Mat in_mat1(300, 300, CV_8UC3),
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in_mat2(300, 300, CV_8UC3),
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out_mat;
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auto pkg = cv::gapi::kernels<cpu::GAdd, cpu::GClone, cpu::BGR2Gray>();
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cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
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apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(cv::gapi::use_only{pkg}));
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EXPECT_TRUE(checkCallKernel(KernelTags::CPU_CUSTOM_ADD));
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EXPECT_TRUE(checkCallKernel(KernelTags::CPU_CUSTOM_CLONE));
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EXPECT_TRUE(checkCallKernel(KernelTags::CPU_CUSTOM_BGR2GRAY));
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}
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TEST_F(HeteroGraph, Use_Only_Another_Backend)
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{
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//in0 -> fluid::GAdd -> tmp -> fluid::GClone -> fluid::BGR2Gray -> out
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// ^
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// |
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//in1 --------`
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cv::Mat in_mat1(300, 300, CV_8UC3),
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in_mat2(300, 300, CV_8UC3),
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out_mat;
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auto pkg = cv::gapi::kernels<fluid::GAdd, fluid::GClone, fluid::BGR2Gray>();
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cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
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apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(cv::gapi::use_only{pkg}));
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EXPECT_TRUE(checkCallKernel(KernelTags::FLUID_CUSTOM_ADD));
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EXPECT_TRUE(checkCallKernel(KernelTags::FLUID_CUSTOM_CLONE));
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EXPECT_TRUE(checkCallKernel(KernelTags::FLUID_CUSTOM_BGR2GRAY));
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}
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|
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TEST_F(HeteroGraph, Use_Only_Hetero_Backend)
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{
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//in0 -> cpu::GAdd -> tmp -> fluid::GClone -> fluid::BGR2Gray -> out
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|
// ^
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|
// |
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|
//in1 --------`
|
|
|
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cv::Mat in_mat1(300, 300, CV_8UC3),
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in_mat2(300, 300, CV_8UC3),
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|
out_mat;
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|
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auto pkg = cv::gapi::kernels<cpu::GAdd, fluid::GClone, fluid::BGR2Gray>();
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cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
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apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(cv::gapi::use_only{pkg}));
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|
|
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EXPECT_TRUE(checkCallKernel(KernelTags::CPU_CUSTOM_ADD));
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EXPECT_TRUE(checkCallKernel(KernelTags::FLUID_CUSTOM_CLONE));
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|
EXPECT_TRUE(checkCallKernel(KernelTags::FLUID_CUSTOM_BGR2GRAY));
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|
}
|
|
|
|
TEST_F(HeteroGraph, Use_Only_Not_Found_Default)
|
|
{
|
|
//in0 -> GCPUAdd -> tmp -> fluid::GClone -> fluid::BGR2Gray -> out
|
|
// ^
|
|
// |
|
|
//in1 --------`
|
|
|
|
cv::Mat in_mat1(300, 300, CV_8UC3),
|
|
in_mat2(300, 300, CV_8UC3),
|
|
out_mat;
|
|
|
|
auto pkg = cv::gapi::kernels<fluid::GClone, fluid::BGR2Gray>();
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|
EXPECT_ANY_THROW(cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
|
|
apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(cv::gapi::use_only{pkg})));
|
|
}
|
|
|
|
TEST_F(HeteroGraph, Use_Only_Not_Found_Custom)
|
|
{
|
|
//in0 -> cpu::GAdd -> tmp -> fluid::GClone -> fluid::BGR2Gray -> out
|
|
// ^
|
|
// |
|
|
//in1 --------`
|
|
|
|
cv::Mat in_mat1(300, 300, CV_8UC3),
|
|
in_mat2(300, 300, CV_8UC3),
|
|
out_mat;
|
|
|
|
auto pkg = cv::gapi::kernels<cpu::GAdd, fluid::BGR2Gray>();
|
|
EXPECT_ANY_THROW(cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
|
|
apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat), cv::compile_args(cv::gapi::use_only{pkg})));
|
|
}
|
|
|
|
TEST_F(HeteroGraph, Use_Only_Other_Package_Ignored)
|
|
{
|
|
//in0 -> cpu::GAdd -> tmp -> fluid::GClone -> fluid::BGR2Gray -> out
|
|
// ^
|
|
// |
|
|
//in1 --------`
|
|
|
|
cv::Mat in_mat1(300, 300, CV_8UC3),
|
|
in_mat2(300, 300, CV_8UC3),
|
|
out_mat;
|
|
|
|
auto pkg = cv::gapi::kernels<cpu::GAdd, fluid::BGR2Gray>();
|
|
auto clone_pkg = cv::gapi::kernels<cpu::GClone>();
|
|
|
|
EXPECT_ANY_THROW(cv::GComputation(cv::GIn(in[0], in[1]), cv::GOut(out)).
|
|
apply(cv::gin(in_mat1, in_mat2), cv::gout(out_mat),
|
|
cv::compile_args(clone_pkg, cv::gapi::use_only{pkg})));
|
|
}
|
|
|
|
} // namespace opencv_test
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