221 lines
8.1 KiB
C++
221 lines
8.1 KiB
C++
// Copyright (C) 2018-2022 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/add.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 AddParams {
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template <class IT>
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AddParams(const PartialShape& shape1,
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const PartialShape& shape2,
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const element::Type& iType,
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const std::vector<IT>& iValues1,
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const std::vector<IT>& iValues2,
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const std::vector<IT>& oValues)
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: pshape1(shape1),
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pshape2(shape2),
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inType(iType),
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outType(iType),
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inputData1(CreateTensor(iType, iValues1)),
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inputData2(CreateTensor(iType, iValues2)),
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refData(CreateTensor(iType, oValues)) {}
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PartialShape pshape1;
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PartialShape pshape2;
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element::Type inType;
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element::Type outType;
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ov::Tensor inputData1;
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ov::Tensor inputData2;
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ov::Tensor refData;
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};
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class ReferenceAddLayerTest : public testing::TestWithParam<AddParams>, 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.pshape1, params.pshape2, params.inType, params.outType);
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inputData = {params.inputData1, params.inputData2};
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refOutData = {params.refData};
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}
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static std::string getTestCaseName(const testing::TestParamInfo<AddParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "shape1=" << param.pshape1 << "_";
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result << "shape2=" << param.pshape2 << "_";
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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<Model> CreateFunction(const PartialShape& input_shape1,
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const PartialShape& input_shape2,
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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 in1 = std::make_shared<op::v0::Parameter>(input_type, input_shape1);
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const auto in2 = std::make_shared<op::v0::Parameter>(input_type, input_shape2);
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const auto add = std::make_shared<op::v1::Add>(in1, in2);
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return std::make_shared<Model>(NodeVector{add}, ParameterVector{in1, in2});
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}
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};
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class ReferenceAddInPlaceLayerTest : public testing::TestWithParam<AddParams>, 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.pshape1, params.pshape2, params.inType, params.outType);
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inputData = {params.inputData1, params.inputData2};
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refOutData = {params.refData};
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}
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static std::string getTestCaseName(const testing::TestParamInfo<AddParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "shape1=" << param.pshape1 << "_";
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result << "shape2=" << param.pshape2 << "_";
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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<Model> CreateFunction(const PartialShape& input_shape1,
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const PartialShape& input_shape2,
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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 in1 = std::make_shared<op::v0::Parameter>(input_type, input_shape1);
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const auto in2 = std::make_shared<op::v0::Parameter>(input_type, input_shape2);
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auto add = std::make_shared<op::v1::Add>(in1, in2);
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add = std::make_shared<op::v1::Add>(add, add);
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add = std::make_shared<op::v1::Add>(add, add);
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add = std::make_shared<op::v1::Add>(add, add);
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return std::make_shared<Model>(NodeVector{add}, ParameterVector{in1, in2});
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}
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};
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TEST_P(ReferenceAddLayerTest, AddWithHardcodedRefs) {
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Exec();
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}
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TEST_P(ReferenceAddInPlaceLayerTest, AddWithHardcodedRefs) {
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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<AddParams> generateParamsForAdd() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<AddParams> params{
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AddParams(ov::PartialShape{2, 2},
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ov::PartialShape{2, 2},
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IN_ET,
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std::vector<T>{1, 2, 3, 4},
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std::vector<T>{5, 6, 7, 8},
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std::vector<T>{6, 8, 10, 12}),
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AddParams(ov::PartialShape{1, 2},
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ov::PartialShape{3, 2, 2},
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IN_ET,
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std::vector<T>{1, 2},
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std::vector<T>{5, 6, 7, 8, 2, 3, 1, 5, 6, 7, 1, 3},
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std::vector<T>{6, 8, 8, 10, 3, 5, 2, 7, 7, 9, 2, 5}),
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AddParams(ov::PartialShape{1},
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ov::PartialShape{1},
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IN_ET,
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std::vector<T>{2},
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std::vector<T>{8},
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std::vector<T>{10}),
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AddParams(ov::PartialShape{2, 2},
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ov::PartialShape{1},
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IN_ET,
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std::vector<T>{2, 4, 7, 8},
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std::vector<T>{8},
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std::vector<T>{10, 12, 15, 16}),
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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<AddParams> generateParamsForAddInPlace() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<AddParams> params{
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AddParams(ov::PartialShape{2, 2},
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ov::PartialShape{2, 2},
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IN_ET,
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std::vector<T>{1, 2, 3, 4},
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std::vector<T>{5, 6, 7, 8},
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std::vector<T>{48, 64, 80, 96})
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};
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return params;
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}
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std::vector<AddParams> generateCombinedParamsForAdd() {
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const std::vector<std::vector<AddParams>> allTypeParams{
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generateParamsForAdd<element::Type_t::f32>(),
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generateParamsForAdd<element::Type_t::f16>(),
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generateParamsForAdd<element::Type_t::bf16>(),
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generateParamsForAdd<element::Type_t::i64>(),
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generateParamsForAdd<element::Type_t::i32>(),
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generateParamsForAdd<element::Type_t::i16>(),
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generateParamsForAdd<element::Type_t::i8>(),
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generateParamsForAdd<element::Type_t::u64>(),
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generateParamsForAdd<element::Type_t::u32>(),
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generateParamsForAdd<element::Type_t::u16>(),
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generateParamsForAdd<element::Type_t::u8>()
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};
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std::vector<AddParams> 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<AddParams> generateCombinedParamsForAddInPlace() {
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const std::vector<std::vector<AddParams>> allTypeParams{
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generateParamsForAddInPlace<element::Type_t::f32>(),
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generateParamsForAddInPlace<element::Type_t::f16>(),
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generateParamsForAddInPlace<element::Type_t::bf16>(),
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generateParamsForAddInPlace<element::Type_t::i64>(),
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generateParamsForAddInPlace<element::Type_t::i32>(),
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generateParamsForAddInPlace<element::Type_t::i16>(),
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generateParamsForAddInPlace<element::Type_t::i8>(),
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generateParamsForAddInPlace<element::Type_t::u64>(),
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generateParamsForAddInPlace<element::Type_t::u32>(),
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generateParamsForAddInPlace<element::Type_t::u16>(),
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generateParamsForAddInPlace<element::Type_t::u8>()
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};
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std::vector<AddParams> 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_Add_With_Hardcoded_Refs,
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ReferenceAddLayerTest,
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::testing::ValuesIn(generateCombinedParamsForAdd()),
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ReferenceAddLayerTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(
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smoke_Add_In_Place_With_Hardcoded_Refs,
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ReferenceAddInPlaceLayerTest,
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::testing::ValuesIn(generateCombinedParamsForAddInPlace()),
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ReferenceAddLayerTest::getTestCaseName);
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} // namespace
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