a8f0109584
* Remove fp16 of Convert layer test from skip_tests.config.cpp as it works now * update repo * create new PR from PR7849 * remove backend tests of activation operations
124 lines
4.3 KiB
C++
124 lines
4.3 KiB
C++
// Copyright (C) 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 "openvino/op/relu.hpp"
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#include "base_reference_test.hpp"
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using namespace reference_tests;
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using namespace ov;
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namespace {
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struct ReluParams {
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template <class IT>
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ReluParams(const ov::PartialShape& shape, const ov::element::Type& iType, const std::vector<IT>& iValues, 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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ov::PartialShape pshape;
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ov::element::Type inType;
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ov::element::Type outType;
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ov::runtime::Tensor inputData;
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ov::runtime::Tensor refData;
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};
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class ReferenceReluLayerTest : public testing::TestWithParam<ReluParams>, 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<ReluParams>& 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, const element::Type& input_type,
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const element::Type& Reluected_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 Relu = std::make_shared<op::v0::Relu>(in);
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return std::make_shared<ov::Function>(NodeVector {Relu}, ParameterVector {in});
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}
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};
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TEST_P(ReferenceReluLayerTest, CompareWithRefs) {
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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<ReluParams> generateReluFloatParams() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<ReluParams> reluParams {
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ReluParams(ov::PartialShape {2, 5},
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IN_ET,
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std::vector<T>{1, 8, -8, 17, -0.5, 1, 8, -8, 17, -0.5},
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std::vector<T>{1, 8, 0, 17, 0, 1, 8, 0, 17, 0}),
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ReluParams(ov::PartialShape {2, 2, 2, 2},
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IN_ET,
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std::vector<T>{1, 8, -8, 17, -0.5, 1, 8, -8, 17, -0.5, 1, 8, -8, 17, -0.5, 1},
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std::vector<T>{1, 8, 0, 17, 0, 1, 8, 0, 17, 0, 1, 8, 0, 17, 0, 1})
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};
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return reluParams;
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}
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template <element::Type_t IN_ET>
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std::vector<ReluParams> generateReluIntParams() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<ReluParams> reluParams {
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ReluParams(ov::PartialShape {2, 5},
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IN_ET,
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std::vector<T>{1, 8, -8, 17, -2, 1, 8, -8, 17, -1},
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std::vector<T>{1, 8, 0, 17, 0, 1, 8, 0, 17, 0})
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};
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return reluParams;
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}
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template <element::Type_t IN_ET>
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std::vector<ReluParams> generateReluUintParams() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<ReluParams> reluParams {
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ReluParams(ov::PartialShape {2, 5},
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IN_ET,
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std::vector<T>{1, 8, 17, 1, 8, 17, 1, 8, 17, 0},
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std::vector<T>{1, 8, 17, 1, 8, 17, 1, 8, 17, 0})
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};
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return reluParams;
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}
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std::vector<ReluParams> generateReluCombinedParams() {
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const std::vector<std::vector<ReluParams>> reluTypeParams {
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generateReluFloatParams<element::Type_t::f32>(),
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generateReluFloatParams<element::Type_t::f16>(),
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generateReluIntParams<element::Type_t::i64>(),
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generateReluIntParams<element::Type_t::i32>(),
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generateReluUintParams<element::Type_t::u64>(),
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generateReluUintParams<element::Type_t::u32>()
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};
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std::vector<ReluParams> combinedParams;
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for (const auto& params : reluTypeParams) {
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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(smoke_Relu_With_Hardcoded_Refs, ReferenceReluLayerTest,
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testing::ValuesIn(generateReluCombinedParams()), ReferenceReluLayerTest::getTestCaseName);
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} // namespace
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