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compiled_model_test.cpp
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compiled_model_test.cpp
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// Copyright (C) 2018-2023 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#include "openvino/runtime/compiled_model.hpp"
#include <gmock/gmock.h>
#include <gtest/gtest.h>
#include <memory>
#include <ostream>
#include <stdexcept>
#include <unit_test_utils/mocks/openvino/runtime/mock_iasync_infer_request.hpp>
#include <unit_test_utils/mocks/openvino/runtime/mock_ivariable_state.hpp>
#include <vector>
#include "common_test_utils/test_assertions.hpp"
#include "openvino/op/parameter.hpp"
#include "openvino/op/relu.hpp"
#include "openvino/runtime/iinfer_request.hpp"
#include "openvino/runtime/ivariable_state.hpp"
#include "openvino/runtime/variable_state.hpp"
#include "unit_test_utils/mocks/openvino/runtime/mock_icompiled_model.hpp"
#include "unit_test_utils/mocks/openvino/runtime/mock_iplugin.hpp"
using namespace ::testing;
namespace {
struct CompiledModel_Impl {
typedef std::shared_ptr<ov::ICompiledModel> ov::CompiledModel::*type;
friend type get(CompiledModel_Impl);
};
template <typename Tag, typename Tag::type M>
struct Rob {
friend typename Tag::type get(Tag) {
return M;
}
};
template struct Rob<CompiledModel_Impl, &ov::CompiledModel::_impl>;
} // namespace
class CompiledModelTests : public ::testing::Test {
private:
std::shared_ptr<ov::Model> create_model() {
auto param = std::make_shared<ov::op::v0::Parameter>(ov::element::f32, ov::PartialShape{1, 3, 2, 2});
param->set_friendly_name("Param");
param->output(0).set_names({"param"});
auto relu = std::make_shared<ov::op::v0::Relu>(param);
relu->set_friendly_name("ReLU");
relu->output(0).set_names({"relu"});
return std::make_shared<ov::Model>(ov::OutputVector{relu->output(0)}, ov::ParameterVector{param});
}
protected:
std::shared_ptr<ov::MockICompiledModel> mock_compiled_model;
ov::CompiledModel compiled_model;
std::shared_ptr<ov::IPlugin> plugin;
std::shared_ptr<const ov::Model> model;
void TearDown() override {
mock_compiled_model.reset();
compiled_model = {};
plugin = {};
}
void SetUp() override {
model = create_model();
auto mock_plugin = std::make_shared<ov::MockIPlugin>();
plugin = mock_plugin;
mock_compiled_model = std::make_shared<ov::MockICompiledModel>(model, plugin);
compiled_model.*get(CompiledModel_Impl()) = mock_compiled_model;
}
};
TEST_F(CompiledModelTests, GetOutputsThrowsIfReturnErr) {
EXPECT_CALL(*mock_compiled_model.get(), outputs()).Times(1).WillOnce(Throw(std::runtime_error{""}));
ASSERT_THROW(compiled_model.outputs(), std::runtime_error);
}
TEST_F(CompiledModelTests, GetOutputs) {
std::vector<ov::Output<const ov::Node>> data;
EXPECT_CALL(*mock_compiled_model.get(), outputs()).Times(1).WillOnce(ReturnRefOfCopy(model->outputs()));
ASSERT_NO_THROW(data = compiled_model.outputs());
ASSERT_EQ(data, model->outputs());
}
TEST_F(CompiledModelTests, GetInputsThrowsIfReturnErr) {
EXPECT_CALL(*mock_compiled_model.get(), inputs()).Times(1).WillOnce(Throw(std::runtime_error{""}));
ASSERT_THROW(compiled_model.inputs(), std::runtime_error);
}
TEST_F(CompiledModelTests, GetInputs) {
EXPECT_CALL(*mock_compiled_model.get(), inputs()).Times(1).WillOnce(ReturnRefOfCopy(model->inputs()));
std::vector<ov::Output<const ov::Node>> info;
ASSERT_NO_THROW(info = compiled_model.inputs());
ASSERT_EQ(info, model->inputs());
}
class CompiledModelWithIInferReqTests : public CompiledModelTests {
protected:
std::shared_ptr<ov::MockIAsyncInferRequest> mock_infer_request;
void SetUp() override {
CompiledModelTests::SetUp();
mock_infer_request = std::make_shared<ov::MockIAsyncInferRequest>();
}
};
TEST_F(CompiledModelWithIInferReqTests, CanCreateInferRequest) {
EXPECT_CALL(*mock_compiled_model.get(), create_infer_request()).WillOnce(Return(mock_infer_request));
ov::InferRequest actualInferReq;
ASSERT_NO_THROW(actualInferReq = compiled_model.create_infer_request());
}
TEST_F(CompiledModelWithIInferReqTests, CreateInferRequestThrowsIfReturnNotOK) {
EXPECT_CALL(*mock_compiled_model.get(), create_infer_request()).WillOnce(Throw(std::runtime_error{""}));
ASSERT_THROW(compiled_model.create_infer_request(), std::runtime_error);
}
TEST_F(CompiledModelWithIInferReqTests, QueryStateThrowsIfReturnErr) {
EXPECT_CALL(*mock_compiled_model.get(), create_infer_request()).WillOnce(Return(mock_infer_request));
ov::InferRequest actualInferReq;
ASSERT_NO_THROW(actualInferReq = compiled_model.create_infer_request());
EXPECT_CALL(*mock_infer_request.get(), query_state()).Times(1).WillOnce(Throw(std::runtime_error{""}));
EXPECT_THROW(actualInferReq.query_state(), std::runtime_error);
}
TEST_F(CompiledModelWithIInferReqTests, QueryState) {
EXPECT_CALL(*mock_compiled_model.get(), create_infer_request()).WillOnce(Return(mock_infer_request));
ov::InferRequest actualInferReq;
ASSERT_NO_THROW(actualInferReq = compiled_model.create_infer_request());
ov::SoPtr<ov::IVariableState> state = std::make_shared<ov::MockIVariableState>();
EXPECT_CALL(*mock_infer_request.get(), query_state())
.Times(1)
.WillOnce(Return(std::vector<ov::SoPtr<ov::IVariableState>>(1, state)));
std::vector<ov::VariableState> MemState_v;
MemState_v = actualInferReq.query_state();
EXPECT_EQ(MemState_v.size(), 1);
}
class CompiledModelBaseTests : public ::testing::Test {
protected:
std::shared_ptr<ov::MockICompiledModel> mock_compiled_model;
ov::CompiledModel compiled_model;
std::shared_ptr<ov::IPlugin> plugin;
void SetUp() override {
auto mock_plugin = std::make_shared<ov::MockIPlugin>();
plugin = mock_plugin;
mock_compiled_model = std::make_shared<ov::MockICompiledModel>(nullptr, plugin);
compiled_model.*get(CompiledModel_Impl()) = mock_compiled_model;
}
};
// CreateInferRequest
TEST_F(CompiledModelBaseTests, canForwardCreateInferRequest) {
auto inferReqInternal = std::make_shared<ov::MockIAsyncInferRequest>();
EXPECT_CALL(*mock_compiled_model.get(), create_infer_request()).Times(1).WillRepeatedly(Return(inferReqInternal));
ASSERT_NO_THROW(compiled_model.create_infer_request());
}
TEST_F(CompiledModelBaseTests, canReportErrorInCreateInferRequest) {
EXPECT_CALL(*mock_compiled_model.get(), create_infer_request()).WillOnce(Throw(std::runtime_error("compare")));
OV_EXPECT_THROW_HAS_SUBSTRING(compiled_model.create_infer_request(), std::runtime_error, "compare");
}
// Export
TEST_F(CompiledModelBaseTests, canForwardExport) {
std::stringstream out_model;
EXPECT_CALL(*mock_compiled_model.get(), export_model(_)).Times(1);
EXPECT_NO_THROW(compiled_model.export_model(out_model));
}
TEST_F(CompiledModelBaseTests, canReportErrorInExport) {
std::stringstream out_model;
EXPECT_CALL(*mock_compiled_model.get(), export_model(_)).WillOnce(Throw(std::runtime_error("compare")));
OV_EXPECT_THROW_HAS_SUBSTRING(compiled_model.export_model(out_model), std::runtime_error, "compare");
}