135 lines
4.7 KiB
C++
135 lines
4.7 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/power.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 PowerParams {
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template <class IT>
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PowerParams(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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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 ReferencePowerLayerTest : public testing::TestWithParam<PowerParams>, 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<PowerParams>& 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<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 power = std::make_shared<op::v1::Power>(in1, in2);
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return std::make_shared<Model>(NodeVector{power}, ParameterVector{in1, in2});
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}
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};
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TEST_P(ReferencePowerLayerTest, PowerWithHardcodedRefs) {
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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<PowerParams> generateParamsForPower() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<PowerParams> params{
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PowerParams(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, 5},
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std::vector<T>{2, 0, 6, 3},
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std::vector<T>{1, 1, 729, 125}),
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PowerParams(ov::PartialShape{2, 1, 5},
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ov::PartialShape{2, 1},
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IN_ET,
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std::vector<T>{1, 2, 3, 4, 5, 6, 7, 8, 9, 10},
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std::vector<T>{1, 2},
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std::vector<T>{1, 2, 3, 4, 5, 1, 4, 9, 16, 25, 6, 7, 8, 9, 10, 36, 49, 64, 81, 100}),
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PowerParams(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>{3},
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std::vector<T>{8}),
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PowerParams(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, 3, 4, 5},
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std::vector<T>{2},
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std::vector<T>{4, 9, 16, 25})
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};
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return params;
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}
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std::vector<PowerParams> generateCombinedParamsForPower() {
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const std::vector<std::vector<PowerParams>> allTypeParams{
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generateParamsForPower<element::Type_t::f32>(),
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generateParamsForPower<element::Type_t::f16>(),
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generateParamsForPower<element::Type_t::bf16>(),
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generateParamsForPower<element::Type_t::i64>(),
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generateParamsForPower<element::Type_t::i32>(),
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generateParamsForPower<element::Type_t::u64>(),
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generateParamsForPower<element::Type_t::u32>()
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};
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std::vector<PowerParams> 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_Power_With_Hardcoded_Refs,
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ReferencePowerLayerTest,
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::testing::ValuesIn(generateCombinedParamsForPower()),
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ReferencePowerLayerTest::getTestCaseName);
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} // namespace
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