// Copyright (C) 2021 Intel Corporation // SPDX-License-Identifier: Apache-2.0 // #include #include "openvino/op/relu.hpp" #include "base_reference_test.hpp" using namespace reference_tests; using namespace ov; namespace { struct ReluParams { template ReluParams(const ov::PartialShape& shape, const ov::element::Type& iType, const std::vector& iValues, const std::vector& oValues) : pshape(shape), inType(iType), outType(iType), inputData(CreateTensor(iType, iValues)), refData(CreateTensor(iType, oValues)) {} ov::PartialShape pshape; ov::element::Type inType; ov::element::Type outType; ov::runtime::Tensor inputData; ov::runtime::Tensor refData; }; class ReferenceReluLayerTest : public testing::TestWithParam, public CommonReferenceTest { public: void SetUp() override { auto params = GetParam(); function = CreateFunction(params.pshape, params.inType, params.outType); inputData = {params.inputData}; refOutData = {params.refData}; } static std::string getTestCaseName(const testing::TestParamInfo& obj) { auto param = obj.param; std::ostringstream result; result << "shape=" << param.pshape << "_"; result << "iType=" << param.inType << "_"; result << "oType=" << param.outType; return result.str(); } private: static std::shared_ptr CreateFunction(const PartialShape& input_shape, const element::Type& input_type, const element::Type& Reluected_output_type) { const auto in = std::make_shared(input_type, input_shape); const auto Relu = std::make_shared(in); return std::make_shared(NodeVector {Relu}, ParameterVector {in}); } }; TEST_P(ReferenceReluLayerTest, CompareWithRefs) { Exec(); } template std::vector generateReluFloatParams() { using T = typename element_type_traits::value_type; std::vector reluParams { ReluParams(ov::PartialShape {2, 5}, IN_ET, std::vector{1, 8, -8, 17, -0.5, 1, 8, -8, 17, -0.5}, std::vector{1, 8, 0, 17, 0, 1, 8, 0, 17, 0}), ReluParams(ov::PartialShape {2, 2, 2, 2}, IN_ET, std::vector{1, 8, -8, 17, -0.5, 1, 8, -8, 17, -0.5, 1, 8, -8, 17, -0.5, 1}, std::vector{1, 8, 0, 17, 0, 1, 8, 0, 17, 0, 1, 8, 0, 17, 0, 1}) }; return reluParams; } template std::vector generateReluIntParams() { using T = typename element_type_traits::value_type; std::vector reluParams { ReluParams(ov::PartialShape {2, 5}, IN_ET, std::vector{1, 8, -8, 17, -2, 1, 8, -8, 17, -1}, std::vector{1, 8, 0, 17, 0, 1, 8, 0, 17, 0}) }; return reluParams; } template std::vector generateReluUintParams() { using T = typename element_type_traits::value_type; std::vector reluParams { ReluParams(ov::PartialShape {2, 5}, IN_ET, std::vector{1, 8, 17, 1, 8, 17, 1, 8, 17, 0}, std::vector{1, 8, 17, 1, 8, 17, 1, 8, 17, 0}) }; return reluParams; } std::vector generateReluCombinedParams() { const std::vector> reluTypeParams { generateReluFloatParams(), generateReluFloatParams(), generateReluIntParams(), generateReluIntParams(), generateReluUintParams(), generateReluUintParams() }; std::vector combinedParams; for (const auto& params : reluTypeParams) { combinedParams.insert(combinedParams.end(), params.begin(), params.end()); } return combinedParams; } INSTANTIATE_TEST_SUITE_P(smoke_Relu_With_Hardcoded_Refs, ReferenceReluLayerTest, testing::ValuesIn(generateReluCombinedParams()), ReferenceReluLayerTest::getTestCaseName); } // namespace