252 lines
8.9 KiB
C++
252 lines
8.9 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/mod.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 ModParams {
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template <class IT>
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ModParams(const PartialShape& iShape1,
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const PartialShape& iShape2,
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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(iShape1),
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pshape2(iShape2),
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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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runtime::Tensor inputData1;
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runtime::Tensor inputData2;
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runtime::Tensor refData;
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};
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class ReferenceModLayerTest : public testing::TestWithParam<ModParams>, 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<ModParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "iShape1=" << param.pshape1 << "_";
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result << "iShape2=" << 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<Function> 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 mod = std::make_shared<op::v1::Mod>(in1, in2);
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return std::make_shared<Function>(NodeVector{mod}, ParameterVector{in1, in2});
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}
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};
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class ReferenceModInPlaceLayerTest : public testing::TestWithParam<ModParams>, 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<ModParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "iShape1=" << param.pshape1 << "_";
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result << "iShape2=" << 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<Function> 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 mod = std::make_shared<op::v1::Mod>(in1, in2);
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mod = std::make_shared<op::v1::Mod>(mod, mod);
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return std::make_shared<Function>(NodeVector{mod}, ParameterVector{in1, in2});
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}
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};
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TEST_P(ReferenceModLayerTest, ModWithHardcodedRefs) {
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Exec();
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}
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TEST_P(ReferenceModInPlaceLayerTest, ModWithHardcodedRefs) {
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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<ModParams> generateParamsForMod() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<ModParams> params{
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ModParams(ov::PartialShape{1, 2},
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ov::PartialShape{1, 2},
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IN_ET,
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std::vector<T>{256, 56},
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std::vector<T>{256, 56},
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std::vector<T>{0, 0}),
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ModParams(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>{256, 56, 21, 14},
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std::vector<T>{112, 56, 6, 8},
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std::vector<T>{32, 0, 3, 6}),
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ModParams(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>{1, 2, 1, 2, 1, 2, 0, 2, 1, 2, 0, 2}),
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ModParams(ov::PartialShape{1},
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ov::PartialShape{1},
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IN_ET,
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std::vector<T>{57},
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std::vector<T>{13},
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std::vector<T>{5}),
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ModParams(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>{2, 4, 7, 0})
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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<ModParams> generateParamsForModNegative() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<ModParams> params{
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ModParams(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>{-57, -14, -12, -6},
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std::vector<T>{13, -7, 5, -5},
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std::vector<T>{-5, 0, -2, -1})
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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<ModParams> generateParamsForModInPlace() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<ModParams> params{
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ModParams(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>{0, 0, 0, 0})
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};
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return params;
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}
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std::vector<ModParams> generateCombinedParamsForMod() {
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const std::vector<std::vector<ModParams>> allTypeParams{
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generateParamsForMod<element::Type_t::f32>(),
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generateParamsForMod<element::Type_t::f16>(),
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generateParamsForMod<element::Type_t::i64>(),
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generateParamsForMod<element::Type_t::i32>()
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};
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std::vector<ModParams> 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<ModParams> generateCombinedParamsForModNegative() {
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const std::vector<std::vector<ModParams>> allTypeParams{
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generateParamsForModNegative<element::Type_t::f32>(),
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generateParamsForModNegative<element::Type_t::f16>(),
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generateParamsForModNegative<element::Type_t::i64>(),
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generateParamsForModNegative<element::Type_t::i32>()
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};
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std::vector<ModParams> 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<ModParams> generateCombinedParamsForModInPlace() {
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const std::vector<std::vector<ModParams>> allTypeParams{
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generateParamsForModInPlace<element::Type_t::f32>(),
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generateParamsForModInPlace<element::Type_t::f16>(),
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generateParamsForModInPlace<element::Type_t::i64>(),
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generateParamsForModInPlace<element::Type_t::i32>()
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};
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std::vector<ModParams> 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_Mod_With_Hardcoded_Refs,
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ReferenceModLayerTest,
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::testing::ValuesIn(generateCombinedParamsForMod()),
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ReferenceModLayerTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(
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smoke_Mod_Negative_With_Hardcoded_Refs,
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ReferenceModLayerTest,
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::testing::ValuesIn(generateCombinedParamsForModNegative()),
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ReferenceModLayerTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(
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smoke_Mod_InPlace_With_Hardcoded_Refs,
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ReferenceModInPlaceLayerTest,
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::testing::ValuesIn(generateCombinedParamsForModInPlace()),
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ReferenceModInPlaceLayerTest::getTestCaseName);
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} // namespace
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