openvino/docs/template_plugin/tests/functional/op_reference/elu.cpp

// Copyright (C) 2021 Intel Corporation
// SPDX-License-Identifier: Apache-2.0
//

#include <gtest/gtest.h>

#include "openvino/op/elu.hpp"
#include "base_reference_test.hpp"

using namespace reference_tests;
using namespace ov;

namespace {
struct EluParams {
    template <class IT>
    EluParams(const ov::PartialShape& shape, const ov::element::Type& iType, const std::vector<IT>& iValues, const std::vector<IT>& oValues,
                const double alpha)
        : alpha(alpha),
          pshape(shape),
          inType(iType),
          outType(iType),
          inputData(CreateTensor(iType, iValues)),
          refData(CreateTensor(iType, oValues)) {}

    double alpha = 0;

    ov::PartialShape pshape;
    ov::element::Type inType;
    ov::element::Type outType;
    ov::runtime::Tensor inputData;
    ov::runtime::Tensor refData;
};

class ReferenceEluLayerTest : public testing::TestWithParam<EluParams>, public CommonReferenceTest {
public:
    void SetUp() override {
        auto params = GetParam();
        function = CreateFunction(params.pshape, params.inType, params.outType, params.alpha);
        inputData = {params.inputData};
        refOutData = {params.refData};
    }
    static std::string getTestCaseName(const testing::TestParamInfo<EluParams>& obj) {
        auto param = obj.param;
        std::ostringstream result;
        result << "shape=" << param.pshape << "_";
        result << "iType=" << param.inType << "_";
        result << "oType=" << param.outType << "_";
        result << "alpha=" << param.alpha;
        return result.str();
    }

private:
    static std::shared_ptr<Function> CreateFunction(const PartialShape& input_shape, const element::Type& input_type,
                                                    const element::Type& expected_output_type, const double alpha) {
        const auto in = std::make_shared<op::v0::Parameter>(input_type, input_shape);
        const auto Elu = std::make_shared<op::v0::Elu>(in, alpha);
        return std::make_shared<ov::Function>(NodeVector {Elu}, ParameterVector {in});
    }
};

TEST_P(ReferenceEluLayerTest, CompareWithRefs) {
    Exec();
}

template <element::Type_t IN_ET>
std::vector<EluParams> generateEluFloatParams() {
    using T = typename element_type_traits<IN_ET>::value_type;

    std::vector<EluParams> eluParams {
        EluParams(ov::PartialShape {3, 2},
                    IN_ET,
                    std::vector<T>{-2.f, 3.f, -2.f, 1.f, -1.f, 0.f},
                    std::vector<T>{-0.432332358f, 3.f, -0.432332358f, 1.f, -0.316060279f, 0.f},
                    0.5f),
        EluParams(ov::PartialShape {3, 2},
                    IN_ET,
                    std::vector<T>{-2.f, 3.f, -2.f, 1.f, -1.f, 0.f},
                    std::vector<T>{0.864664717f, 3.f, 0.864664717f, 1.f, 0.632120559f, 0.f},
                    -1.f)
    };
    return eluParams;
}

template <element::Type_t IN_ET>
std::vector<EluParams> generateEluIntParams() {
    using T = typename element_type_traits<IN_ET>::value_type;

    std::vector<EluParams> eluParams {
        EluParams(ov::PartialShape {3, 2},
                    IN_ET,
                    std::vector<T>{-2, 3, -2, 1, -1, 0},
                    std::vector<T>{0, 3, 0, 1, 0, 0},
                    0.5f),
        EluParams(ov::PartialShape {3, 2},
                    IN_ET,
                    std::vector<T>{-2, 3, -2, 1, -1, 0},
                    std::vector<T>{0, 3, 0, 1, 0, 0},
                    -1.f)
    };
    return eluParams;
}

template <element::Type_t IN_ET>
std::vector<EluParams> generateEluUintParams() {
    using T = typename element_type_traits<IN_ET>::value_type;

    std::vector<EluParams> eluParams {
        EluParams(ov::PartialShape {3, 2},
                    IN_ET,
                    std::vector<T>{5, 4, 3, 2, 1, 0},
                    std::vector<T>{5, 4, 3, 2, 1, 0},
                    0.5f),
        EluParams(ov::PartialShape {3, 2},
                    IN_ET,
                    std::vector<T>{5, 4, 3, 2, 1, 0},
                    std::vector<T>{5, 4, 3, 2, 1, 0},
                    -1.f)
    };
    return eluParams;
}
std::vector<EluParams> generateEluCombinedParams() {
    const std::vector<std::vector<EluParams>> eluTypeParams {
        generateEluFloatParams<element::Type_t::f32>(),
        generateEluFloatParams<element::Type_t::f16>(),
        generateEluFloatParams<element::Type_t::bf16>(),
        generateEluIntParams<element::Type_t::i8>(),
        generateEluIntParams<element::Type_t::i16>(),
        generateEluIntParams<element::Type_t::i32>(),
        generateEluIntParams<element::Type_t::i64>(),
        generateEluUintParams<element::Type_t::u8>(),
        generateEluUintParams<element::Type_t::u16>(),
        generateEluUintParams<element::Type_t::u32>(),
        generateEluUintParams<element::Type_t::u64>()
        };
    std::vector<EluParams> combinedParams;

    for (const auto& params : eluTypeParams) {
        combinedParams.insert(combinedParams.end(), params.begin(), params.end());
    }
    return combinedParams;
}

INSTANTIATE_TEST_SUITE_P(smoke_Elu_With_Hardcoded_Refs, ReferenceEluLayerTest,
    testing::ValuesIn(generateEluCombinedParams()), ReferenceEluLayerTest::getTestCaseName);

} // namespace