151 lines
4.8 KiB
C++
151 lines
4.8 KiB
C++
// Copyright (C) 2018-2021 Intel Corporation
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// SPDX-License-Identifier: Apache-2.0
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//
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#include <gtest/gtest.h>
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#include <file_utils.h>
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#include <ie_api.h>
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#include <ie_iextension.h>
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#include <ie_network_reader.hpp>
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#include "common_test_utils/file_utils.hpp"
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#include "common_test_utils/ngraph_test_utils.hpp"
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#include "ie_core.hpp"
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#include "ngraph/ngraph.hpp"
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#include "transformations/serialize.hpp"
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#ifndef IR_SERIALIZATION_MODELS_PATH // should be already defined by cmake
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# error "IR_SERIALIZATION_MODELS_PATH is not defined"
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#endif
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#ifndef IE_BUILD_POSTFIX // should be already defined by cmake
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#define IE_BUILD_POSTFIX ""
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#endif
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static std::string get_extension_path() {
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return FileUtils::makePluginLibraryName<char>(
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{}, std::string("template_extension") + IE_BUILD_POSTFIX);
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}
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class CustomOpsSerializationTest : public ::testing::Test {
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protected:
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std::string test_name =
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::testing::UnitTest::GetInstance()->current_test_info()->name();
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std::string m_out_xml_path = test_name + ".xml";
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std::string m_out_bin_path = test_name + ".bin";
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void TearDown() override {
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std::remove(m_out_xml_path.c_str());
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std::remove(m_out_bin_path.c_str());
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}
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};
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TEST_F(CustomOpsSerializationTest, CustomOpUser_MO) {
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const std::string model = CommonTestUtils::getModelFromTestModelZoo(
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IR_SERIALIZATION_MODELS_PATH "custom_op.xml");
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InferenceEngine::Core ie;
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ie.AddExtension(
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std::make_shared<InferenceEngine::Extension>(
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get_extension_path()));
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auto expected = ie.ReadNetwork(model);
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expected.serialize(m_out_xml_path, m_out_bin_path);
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auto result = ie.ReadNetwork(m_out_xml_path, m_out_bin_path);
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bool success;
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std::string message;
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std::tie(success, message) =
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compare_functions(result.getFunction(), expected.getFunction(), true);
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ASSERT_TRUE(success) << message;
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}
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#ifdef NGRAPH_ONNX_IMPORT_ENABLE
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TEST_F(CustomOpsSerializationTest, CustomOpUser_ONNXImporter) {
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const std::string model = CommonTestUtils::getModelFromTestModelZoo(
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IR_SERIALIZATION_MODELS_PATH "custom_op.onnx");
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InferenceEngine::Core ie;
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ie.AddExtension(
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std::make_shared<InferenceEngine::Extension>(
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get_extension_path()));
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auto expected = ie.ReadNetwork(model);
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expected.serialize(m_out_xml_path, m_out_bin_path);
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auto result = ie.ReadNetwork(m_out_xml_path, m_out_bin_path);
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bool success;
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std::string message;
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std::tie(success, message) =
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compare_functions(result.getFunction(), expected.getFunction(), true);
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ASSERT_TRUE(success) << message;
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}
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#endif
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TEST_F(CustomOpsSerializationTest, CustomOpTransformation) {
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const std::string model = CommonTestUtils::getModelFromTestModelZoo(
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IR_SERIALIZATION_MODELS_PATH "custom_op.xml");
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InferenceEngine::Core ie;
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auto extension =
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std::make_shared<InferenceEngine::Extension>(
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get_extension_path());
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ie.AddExtension(extension);
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auto expected = ie.ReadNetwork(model);
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ngraph::pass::Manager manager;
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manager.register_pass<ngraph::pass::Serialize>(
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m_out_xml_path, m_out_bin_path,
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ngraph::pass::Serialize::Version::IR_V10, extension->getOpSets());
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manager.run_passes(expected.getFunction());
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auto result = ie.ReadNetwork(m_out_xml_path, m_out_bin_path);
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bool success;
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std::string message;
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std::tie(success, message) =
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compare_functions(result.getFunction(), expected.getFunction(), true);
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ASSERT_TRUE(success) << message;
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}
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class FrameworkNodeExtension : public InferenceEngine::IExtension {
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public:
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void GetVersion(const InferenceEngine::Version *&versionInfo) const noexcept override {
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static InferenceEngine::Version ExtensionDescription = {
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{1, 0},
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"1.0",
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"framework_node_ext"
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};
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versionInfo = &ExtensionDescription;
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}
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void Unload() noexcept override {}
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};
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TEST_F(CustomOpsSerializationTest, CustomOpNoExtensions) {
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const std::string model = CommonTestUtils::getModelFromTestModelZoo(
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IR_SERIALIZATION_MODELS_PATH "custom_op.xml");
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InferenceEngine::Core ie;
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auto extension = std::make_shared<FrameworkNodeExtension>();
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ie.AddExtension(extension);
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auto expected = ie.ReadNetwork(model);
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ngraph::pass::Manager manager;
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manager.register_pass<ngraph::pass::Serialize>(
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m_out_xml_path, m_out_bin_path,
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ngraph::pass::Serialize::Version::IR_V10, extension->getOpSets());
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manager.run_passes(expected.getFunction());
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auto result = ie.ReadNetwork(m_out_xml_path, m_out_bin_path);
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bool success;
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std::string message;
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std::tie(success, message) =
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compare_functions(result.getFunction(), expected.getFunction(), true, false, false, true, true);
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ASSERT_TRUE(success) << message;
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}
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