openvino/docs/template_plugin/tests/functional/op_reference/conversion.hpp

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2.9 KiB
C++

// Copyright (C) 2021 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//
#include <gtest/gtest.h>
#include <ie_core.hpp>
#include <ie_ngraph_utils.hpp>
#include <ngraph/ngraph.hpp>
#include <shared_test_classes/base/layer_test_utils.hpp>
#include <vector>
#include "base_reference_test.hpp"
#include "ngraph_functions/builders.hpp"
namespace reference_tests {
namespace ConversionOpsRefTestDefinitions {
static std::map<ngraph::helpers::ConversionTypes, std::string> conversionNames = {
{ngraph::helpers::ConversionTypes::CONVERT, "Convert"},
{ngraph::helpers::ConversionTypes::CONVERT_LIKE, "ConvertLike"}
};
struct ConvertParams {
template <class IT, class OT>
ConvertParams(ngraph::helpers::ConversionTypes convType, const ngraph::PartialShape& shape, const ngraph::element::Type& iType,
const ngraph::element::Type& oType, const std::vector<IT>& iValues, const std::vector<OT>& oValues, size_t iSize = 0, size_t oSize = 0)
: conversionType(convType), pshape(shape), inType(iType), outType(oType), inputData(CreateBlob(iType, iValues, iSize)),
refData(CreateBlob(oType, oValues, oSize)) {}
ngraph::helpers::ConversionTypes conversionType;
ngraph::PartialShape pshape;
ngraph::element::Type inType;
ngraph::element::Type outType;
InferenceEngine::Blob::Ptr inputData;
InferenceEngine::Blob::Ptr refData;
};
class ReferenceConversionLayerTest : public testing::TestWithParam<ConvertParams>, public CommonReferenceTest {
public:
void SetUp() override {
const auto& params = GetParam();
function = CreateFunction(params.pshape, params.inType, params.outType, params.conversionType);
inputData = {params.inputData};
refOutData = {params.refData};
}
static std::string getTestCaseName(const testing::TestParamInfo<ConvertParams>& obj) {
const auto& param = obj.param;
std::ostringstream result;
result << "convertionType=" << conversionNames[param.conversionType] << "_";
result << "shape=" << param.pshape << "_";
result << "iType=" << param.inType << "_";
result << "oType=" << param.outType;
return result.str();
}
private:
static std::shared_ptr<ngraph::Function> CreateFunction(const ngraph::PartialShape& input_shape, const ngraph::element::Type& input_type,
const ngraph::element::Type& expected_output_type,
const ngraph::helpers::ConversionTypes& conversion_type) {
const auto in = std::make_shared<ngraph::op::Parameter>(input_type, input_shape);
const auto convert = ngraph::builder::makeConversion(in, expected_output_type, conversion_type);
return std::make_shared<ngraph::Function>(ngraph::NodeVector {convert}, ngraph::ParameterVector {in});
}
};
} // namespace ConversionOpsRefTestDefinitions
} // namespace reference_tests