131 lines
4.0 KiB
C++
131 lines
4.0 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/abs.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 AbsParams {
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template <class IT>
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AbsParams(const PartialShape& shape,
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const element::Type& iType,
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const std::vector<IT>& iValues,
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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 ReferenceAbsLayerTest : public testing::TestWithParam<AbsParams>, 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<AbsParams>& 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 log = std::make_shared<op::v0::Abs>(in);
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return std::make_shared<Function>(NodeVector{log}, ParameterVector{in});
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}
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};
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TEST_P(ReferenceAbsLayerTest, AbsWithHardcodedRefs) {
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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<AbsParams> generateParamsForAbsFloat() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<AbsParams> params{
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AbsParams(ov::PartialShape{4},
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IN_ET,
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std::vector<T>{1.f, -2.f, 0.f, -4.75f},
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std::vector<T>{1.f, 2.f, 0.f, 4.75f})
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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<AbsParams> generateParamsForAbsInt() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<AbsParams> params{
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AbsParams(ov::PartialShape{4},
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IN_ET,
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std::vector<T>{1, -2, 0, -4},
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std::vector<T>{1, 2, 0, 4})
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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<AbsParams> generateParamsForAbsUInt() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<AbsParams> params{
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AbsParams(ov::PartialShape{4},
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IN_ET,
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std::vector<T>{1, 2, 0, 4},
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std::vector<T>{1, 2, 0, 4})
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};
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return params;
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}
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std::vector<AbsParams> generateCombinedParamsForAbs() {
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const std::vector<std::vector<AbsParams>> allTypeParams{
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generateParamsForAbsFloat<element::Type_t::f32>(),
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generateParamsForAbsFloat<element::Type_t::f16>(),
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generateParamsForAbsFloat<element::Type_t::bf16>(),
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generateParamsForAbsInt<element::Type_t::i64>(),
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generateParamsForAbsInt<element::Type_t::i32>(),
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generateParamsForAbsUInt<element::Type_t::u64>(),
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generateParamsForAbsUInt<element::Type_t::u32>()
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};
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std::vector<AbsParams> 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_Abs_With_Hardcoded_Refs,
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ReferenceAbsLayerTest,
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::testing::ValuesIn(generateCombinedParamsForAbs()),
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ReferenceAbsLayerTest::getTestCaseName);
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} // namespace
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