247 lines
8.8 KiB
C++
247 lines
8.8 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 "base_reference_test.hpp"
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#include "openvino/op/round.hpp"
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using namespace ov;
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using namespace reference_tests;
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namespace {
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struct RoundParams {
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template <class IT>
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RoundParams(const PartialShape& shape, const element::Type& iType, const std::vector<IT>& iValues, const std::vector<IT>& oValues)
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: pshape(shape),
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inType(iType),
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outType(iType),
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inputData(CreateTensor(iType, iValues)),
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refData(CreateTensor(iType, oValues)) {}
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PartialShape pshape;
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element::Type inType;
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element::Type outType;
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runtime::Tensor inputData;
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runtime::Tensor refData;
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};
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class ReferenceRoundHalfToEvenLayerTest : public testing::TestWithParam<RoundParams>, public CommonReferenceTest {
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public:
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void SetUp() override {
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auto params = GetParam();
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function = CreateFunction(params.pshape, params.inType, params.outType);
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inputData = {params.inputData};
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refOutData = {params.refData};
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}
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static std::string getTestCaseName(const testing::TestParamInfo<RoundParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "shape=" << param.pshape << "_";
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result << "iType=" << param.inType << "_";
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result << "oType=" << param.outType;
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return result.str();
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}
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private:
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static std::shared_ptr<Function> CreateFunction(const PartialShape& input_shape,
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const element::Type& input_type,
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const element::Type& expected_output_type) {
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const auto in = std::make_shared<op::v0::Parameter>(input_type, input_shape);
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const auto round = std::make_shared<op::v5::Round>(in, op::v5::Round::RoundMode::HALF_TO_EVEN);
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return std::make_shared<Function>(NodeVector{round}, ParameterVector{in});
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}
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};
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class ReferenceRoundHalfAwayFromZeroLayerTest : public testing::TestWithParam<RoundParams>, public CommonReferenceTest {
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public:
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void SetUp() override {
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auto params = GetParam();
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function = CreateFunction(params.pshape, params.inType, params.outType);
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inputData = {params.inputData};
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refOutData = {params.refData};
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}
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static std::string getTestCaseName(const testing::TestParamInfo<RoundParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "shape=" << param.pshape << "_";
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result << "iType=" << param.inType << "_";
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result << "oType=" << param.outType;
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return result.str();
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}
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private:
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static std::shared_ptr<Function> CreateFunction(const PartialShape& input_shape,
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const element::Type& input_type,
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const element::Type& expected_output_type) {
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const auto in = std::make_shared<op::v0::Parameter>(input_type, input_shape);
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const auto round = std::make_shared<op::v5::Round>(in, op::v5::Round::RoundMode::HALF_AWAY_FROM_ZERO);
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return std::make_shared<Function>(NodeVector{round}, ParameterVector{in});
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}
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};
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TEST_P(ReferenceRoundHalfToEvenLayerTest, CompareWithHardcodedRefs) {
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Exec();
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}
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TEST_P(ReferenceRoundHalfAwayFromZeroLayerTest, CompareWithHardcodedRefs) {
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Exec();
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}
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template <element::Type_t IN_ET>
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std::vector<RoundParams> generateParamsForRoundHalfToEven() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<RoundParams> params{
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RoundParams(ov::PartialShape{5},
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IN_ET,
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std::vector<T>{0.9f, 2.5f, 2.3f, 1.5f, -4.5f},
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std::vector<T>{1.0f, 2.0f, 2.0f, 2.0f, -4.0f})
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};
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return params;
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}
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template <element::Type_t IN_ET>
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std::vector<RoundParams> generateParamsForRound2D() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<RoundParams> params{
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RoundParams(ov::PartialShape{15},
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IN_ET,
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std::vector<T>{0.1f, 0.5f, 0.9f, 1.2f, 1.5f, 1.8f, 2.3f, 2.5f, 2.7f, -1.1f, -1.5f, -1.9f, -2.2f, -2.5f, -2.8f},
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std::vector<T>{0.f, 0.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, 3.f, -1.f, -2.f, -2.f, -2.f, -2.f, -3.f})
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};
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return params;
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}
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template <element::Type_t IN_ET>
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std::vector<RoundParams> generateParamsForRoundInt64() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<RoundParams> params{
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RoundParams(ov::PartialShape{3},
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IN_ET,
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std::vector<T>{0, 1, 0x4000000000000001},
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std::vector<T>{0, 1, 0x4000000000000001})};
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return params;
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}
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template <element::Type_t IN_ET>
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std::vector<RoundParams> generateParamsForRoundInt() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<RoundParams> params{
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RoundParams(ov::PartialShape{3},
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IN_ET,
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std::vector<T>{0, 1, 0x40},
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std::vector<T>{0, 1, 0x40})};
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return params;
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}
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template <element::Type_t IN_ET>
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std::vector<RoundParams> generateParamsForRoundAwayFromZero() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<RoundParams> params{
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RoundParams(ov::PartialShape{5},
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IN_ET,
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std::vector<T>{0.9f, 2.5f, 2.3f, 1.5f, -4.5f},
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std::vector<T>{1.0f, 3.0f, 2.0f, 2.0f, -5.0f})};
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return params;
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}
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std::vector<RoundParams> generateCombinedParamsForRoundHalfToEven() {
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const std::vector<std::vector<RoundParams>> allTypeParams{
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generateParamsForRoundHalfToEven<element::Type_t::f32>(),
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generateParamsForRoundHalfToEven<element::Type_t::f16>(),
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generateParamsForRoundHalfToEven<element::Type_t::bf16>(),
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};
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std::vector<RoundParams> combinedParams;
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for (const auto& params : allTypeParams) {
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combinedParams.insert(combinedParams.end(), params.begin(), params.end());
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}
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return combinedParams;
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}
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std::vector<RoundParams> generateCombinedParamsForRound2D() {
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const std::vector<std::vector<RoundParams>> allTypeParams{
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generateParamsForRound2D<element::Type_t::f32>(),
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generateParamsForRound2D<element::Type_t::f16>(),
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generateParamsForRound2D<element::Type_t::bf16>()
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};
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std::vector<RoundParams> combinedParams;
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for (const auto& params : allTypeParams) {
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combinedParams.insert(combinedParams.end(), params.begin(), params.end());
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}
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return combinedParams;
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}
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std::vector<RoundParams> generateCombinedParamsForRoundInt() {
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const std::vector<std::vector<RoundParams>> allTypeParams{
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generateParamsForRoundInt64<element::Type_t::i64>(),
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generateParamsForRoundInt<element::Type_t::i32>(),
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generateParamsForRoundInt<element::Type_t::i16>(),
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generateParamsForRoundInt<element::Type_t::i8>(),
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generateParamsForRoundInt<element::Type_t::u64>(),
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generateParamsForRoundInt<element::Type_t::u32>(),
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generateParamsForRoundInt<element::Type_t::u16>(),
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generateParamsForRoundInt<element::Type_t::u8>()
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};
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std::vector<RoundParams> combinedParams;
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for (const auto& params : allTypeParams) {
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combinedParams.insert(combinedParams.end(), params.begin(), params.end());
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}
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return combinedParams;
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}
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std::vector<RoundParams> generateCombinedParamsForRoundAwayFromZero() {
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const std::vector<std::vector<RoundParams>> allTypeParams{
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generateParamsForRoundAwayFromZero<element::Type_t::f32>(),
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generateParamsForRoundAwayFromZero<element::Type_t::f16>(),
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generateParamsForRoundAwayFromZero<element::Type_t::bf16>()
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};
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std::vector<RoundParams> combinedParams;
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for (const auto& params : allTypeParams) {
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combinedParams.insert(combinedParams.end(), params.begin(), params.end());
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}
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return combinedParams;
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}
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INSTANTIATE_TEST_SUITE_P(
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smoke_Round_Half_To_Even_With_Hardcoded_Refs,
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ReferenceRoundHalfToEvenLayerTest,
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::testing::ValuesIn(generateCombinedParamsForRoundHalfToEven()),
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ReferenceRoundHalfToEvenLayerTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(
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smoke_Round_2D_With_Hardcoded_Refs,
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ReferenceRoundHalfToEvenLayerTest,
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::testing::ValuesIn(generateCombinedParamsForRound2D()),
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ReferenceRoundHalfToEvenLayerTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(
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smoke_Round_Int_With_Hardcoded_Refs,
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ReferenceRoundHalfToEvenLayerTest,
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::testing::ValuesIn(generateCombinedParamsForRoundInt()),
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ReferenceRoundHalfToEvenLayerTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(
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smoke_Round_Away_From_Zero_With_Hardcoded_Refs,
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ReferenceRoundHalfAwayFromZeroLayerTest,
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::testing::ValuesIn(generateCombinedParamsForRoundAwayFromZero()),
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ReferenceRoundHalfAwayFromZeroLayerTest::getTestCaseName);
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} // namespace
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