301 lines
15 KiB
C++
301 lines
15 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/reverse.hpp"
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#include "openvino/op/constant.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 ReverseParams {
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ReverseParams(const Tensor& constantTensor, const op::v1::Reverse::Mode reverseMode,
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const Tensor& dataTensor, const Tensor& expectedTensor, const std::string& testcaseName = "") :
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constantTensor(constantTensor), reverseMode(reverseMode),
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dataTensor(dataTensor), expectedTensor(expectedTensor),
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testcaseName(testcaseName) {}
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Tensor constantTensor;
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op::v1::Reverse::Mode reverseMode;
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Tensor dataTensor;
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Tensor expectedTensor;
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std::string testcaseName;
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};
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class ReferenceReverseTest : public testing::TestWithParam<ReverseParams>, 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);
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inputData = {params.dataTensor.data};
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refOutData = {params.expectedTensor.data};
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}
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static std::string getTestCaseName(const testing::TestParamInfo<ReverseParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "cType=" << param.constantTensor.type << "_";
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result << "cShape=" << param.constantTensor.shape << "_";
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result << "rMode=" << param.reverseMode << "_";
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result << "dType=" << param.dataTensor.type << "_";
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result << "dShape=" << param.dataTensor.shape << "_";
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result << "eType=" << param.expectedTensor.type << "_";
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if (param.testcaseName != "") {
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result << "eShape=" << param.expectedTensor.shape << "_";
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result << "eShape=" << param.testcaseName;
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} else {
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result << "eShape=" << param.expectedTensor.shape;
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}
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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 ReverseParams& params) {
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const auto data = std::make_shared<op::v0::Parameter>(params.dataTensor.type, params.dataTensor.shape);
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const auto constant = std::make_shared<op::v0::Constant>(params.constantTensor.type,
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params.constantTensor.shape,
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params.constantTensor.data.data());
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const auto reverse = std::make_shared<op::v1::Reverse>(data, constant, params.reverseMode);
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return std::make_shared<ov::Function>(NodeVector {reverse}, ParameterVector {data});
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}
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};
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class ReferenceReverseTestAxesRankIndexMode : public ReferenceReverseTest {
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};
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class ReferenceReverseTestAxesElemsMaskMode : public ReferenceReverseTest {
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};
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class ReferenceReverseTestAxesOutOfBounds : public ReferenceReverseTest {
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};
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class ReferenceReverseTestAxesOutOfBounds4 : public ReferenceReverseTest {
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};
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TEST_P(ReferenceReverseTest, CompareWithRefs) {
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Exec();
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}
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TEST_P(ReferenceReverseTestAxesRankIndexMode, CompareWithRefs) {
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const auto Data = std::make_shared<op::v0::Parameter>(element::f32, Shape{2, 2, 2});
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const auto Rev_Axes = std::make_shared<op::v0::Parameter>(element::i64, Shape{1, 1}); // correct: 1D
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EXPECT_THROW(std::make_shared<ov::Function>(std::make_shared<op::v1::Reverse>(Data, Rev_Axes, op::v1::Reverse::Mode::INDEX),
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ParameterVector{Data, Rev_Axes}),
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ngraph::NodeValidationFailure);
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}
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TEST_P(ReferenceReverseTestAxesElemsMaskMode, CompareWithRefs) {
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const auto Data = std::make_shared<op::v0::Parameter>(element::f32, Shape{2, 2, 2});
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const auto Rev_Axes = std::make_shared<op::v0::Parameter>(element::boolean, Shape{2}); // correct: 3
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EXPECT_THROW(std::make_shared<op::v1::Reverse>(Data, Rev_Axes, op::v1::Reverse::Mode::MASK),
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ngraph::NodeValidationFailure);
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}
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TEST_P(ReferenceReverseTestAxesOutOfBounds, CompareWithRefs) {
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const auto Data = std::make_shared<op::v0::Parameter>(element::f32, Shape{2, 2, 2});
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const auto Rev_Axes = op::v0::Constant::create(element::i64, Shape{2}, {1, 10});
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EXPECT_THROW(std::make_shared<op::v1::Reverse>(Data, Rev_Axes, op::v1::Reverse::Mode::INDEX),
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ngraph::NodeValidationFailure);
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}
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TEST_P(ReferenceReverseTestAxesOutOfBounds4, CompareWithRefs) {
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const auto Data = std::make_shared<op::v0::Parameter>(element::f32, Shape{2, 2, 2});
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const auto Rev_Axes = op::v0::Constant::create(element::i64, Shape{4}, {0, 1, 2, 3});
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EXPECT_THROW(std::make_shared<op::v1::Reverse>(Data, Rev_Axes, op::v1::Reverse::Mode::INDEX),
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ngraph::NodeValidationFailure);
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}
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template <element::Type_t IN_ET>
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std::vector<ReverseParams> generateParams() {
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using T = typename element_type_traits<IN_ET>::value_type;
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std::vector<ReverseParams> params {
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// nothing_to_reverse
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ReverseParams(Tensor({0}, element::i64, std::vector<int64_t>{}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({8}, IN_ET, std::vector<T>{0, 1, 2, 3, 4, 5, 6, 7}),
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Tensor({8}, IN_ET, std::vector<T>{0, 1, 2, 3, 4, 5, 6, 7}),
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"nothing_to_reverse"),
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// reverse_1d
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{0}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({8}, IN_ET, std::vector<T>{0, 1, 2, 3, 4, 5, 6, 7}),
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Tensor({8}, IN_ET, std::vector<T>{7, 6, 5, 4, 3, 2, 1, 0}),
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"reverse_1d"),
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// reverse_2d_0
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{0}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({4, 3}, IN_ET, std::vector<T>{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}),
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Tensor({4, 3}, IN_ET, std::vector<T>{9, 10, 11, 6, 7, 8, 3, 4, 5, 0, 1, 2}),
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"reverse_2d_0"),
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// reverse_2d_1
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{1}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({4, 3}, IN_ET, std::vector<T>{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}),
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Tensor({4, 3}, IN_ET, std::vector<T>{2, 1, 0, 5, 4, 3, 8, 7, 6, 11, 10, 9}),
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"reverse_2d_1"),
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// reverse_2d_1_mask
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ReverseParams(Tensor({2}, element::boolean, std::vector<char>{false, true}),
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op::v1::Reverse::Mode::MASK,
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Tensor({4, 3}, IN_ET, std::vector<T>{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}),
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Tensor({4, 3}, IN_ET, std::vector<T>{2, 1, 0, 5, 4, 3, 8, 7, 6, 11, 10, 9}),
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"reverse_2d_1_mask"),
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// reverse_2d_01
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ReverseParams(Tensor({2}, element::i64, std::vector<int64_t>{0, 1}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({4, 3}, IN_ET, std::vector<T>{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}),
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Tensor({4, 3}, IN_ET, std::vector<T>{11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0}),
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"reverse_2d_01"),
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// reverse_2d_01_mask
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ReverseParams(Tensor({2}, element::boolean, std::vector<char>{true, true}),
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op::v1::Reverse::Mode::MASK,
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Tensor({4, 3}, IN_ET, std::vector<T>{0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}),
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Tensor({4, 3}, IN_ET, std::vector<T>{11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0}),
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"reverse_2d_01_mask"),
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// reverse_3d_0
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{0}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23}),
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11}),
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"reverse_3d_0"),
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// reverse_3d_1
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{1}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23}),
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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9, 10, 11, 6, 7, 8, 3, 4, 5, 0, 1, 2, 21, 22, 23, 18, 19, 20, 15, 16, 17, 12, 13, 14}),
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"reverse_3d_1"),
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// reverse_3d_2
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{2}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23}),
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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2, 1, 0, 5, 4, 3, 8, 7, 6, 11, 10, 9, 14, 13, 12, 17, 16, 15, 20, 19, 18, 23, 22, 21}),
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"reverse_3d_2"),
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// reverse_3d_01
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ReverseParams(Tensor({2}, element::i64, std::vector<int64_t>{0, 1}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23}),
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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21, 22, 23, 18, 19, 20, 15, 16, 17, 12, 13, 14, 9, 10, 11, 6, 7, 8, 3, 4, 5, 0, 1, 2}),
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"reverse_3d_01"),
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// reverse_3d_02
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ReverseParams(Tensor({2}, element::i64, std::vector<int64_t>{0, 2}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23}),
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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14, 13, 12, 17, 16, 15, 20, 19, 18, 23, 22, 21, 2, 1, 0, 5, 4, 3, 8, 7, 6, 11, 10, 9}),
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"reverse_3d_02"),
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// reverse_3d_12
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ReverseParams(Tensor({2}, element::i64, std::vector<int64_t>{1, 2}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23}),
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0, 23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 12}),
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"reverse_3d_12"),
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// reverse_3d_012
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ReverseParams(Tensor({3}, element::i64, std::vector<int64_t>{0, 1, 2}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23}),
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Tensor({2, 4, 3}, IN_ET, std::vector<T>{
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23, 22, 21, 20, 19, 18, 17, 16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0}),
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"reverse_3d_012"),
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};
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return params;
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}
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std::vector<ReverseParams> generateCombinedParams() {
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const std::vector<std::vector<ReverseParams>> reverseTypeParams {
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generateParams<element::Type_t::i8>(),
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generateParams<element::Type_t::i16>(),
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generateParams<element::Type_t::i32>(),
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generateParams<element::Type_t::i64>(),
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generateParams<element::Type_t::u8>(),
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generateParams<element::Type_t::u16>(),
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generateParams<element::Type_t::u32>(),
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generateParams<element::Type_t::u64>(),
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generateParams<element::Type_t::f16>(),
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generateParams<element::Type_t::f32>(),
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};
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std::vector<ReverseParams> combinedParams;
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for (const auto& params : reverseTypeParams) {
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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<ReverseParams> generateParamsAxesRankIndexMode() {
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std::vector<ReverseParams> params {
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// reverse_v1_incorrect_rev_axes_rank_index_mode
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{0}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({1}, element::i64, std::vector<int64_t>{0}),
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Tensor({1}, element::i64, std::vector<int64_t>{0}),
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"reverse_v1_incorrect_rev_axes_rank_index_mode"),
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};
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return params;
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}
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std::vector<ReverseParams> generateParamsAxesElemsMaskMode() {
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std::vector<ReverseParams> params {
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// reverse_v1_incorrect_rev_axes_elems_mask_mode
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{0}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({1}, element::i64, std::vector<int64_t>{0}),
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Tensor({1}, element::i64, std::vector<int64_t>{0}),
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"reverse_v1_incorrect_rev_axes_elems_mask_mode"),
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};
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return params;
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}
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std::vector<ReverseParams> generateParamsAxesOutOfBounds() {
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std::vector<ReverseParams> params {
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// reverse_v1_axes_out_of_bounds
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{0}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({1}, element::i64, std::vector<int64_t>{0}),
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Tensor({1}, element::i64, std::vector<int64_t>{0}),
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"reverse_v1_axes_out_of_bounds"),
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};
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return params;
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}
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std::vector<ReverseParams> generateParamsAxesOutOfBounds4() {
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std::vector<ReverseParams> params {
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// reverse_v1_axes_out_of_bounds_4
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ReverseParams(Tensor({1}, element::i64, std::vector<int64_t>{0}),
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op::v1::Reverse::Mode::INDEX,
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Tensor({1}, element::i64, std::vector<int64_t>{0}),
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Tensor({1}, element::i64, std::vector<int64_t>{0}),
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"reverse_v1_axes_out_of_bounds_4"),
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};
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return params;
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}
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INSTANTIATE_TEST_SUITE_P(smoke_Reverse_With_Hardcoded_Refs, ReferenceReverseTest,
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testing::ValuesIn(generateCombinedParams()), ReferenceReverseTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(smoke_Reverse_With_Hardcoded_Refs, ReferenceReverseTestAxesRankIndexMode,
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testing::ValuesIn(generateParamsAxesRankIndexMode()), ReferenceReverseTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(smoke_Reverse_With_Hardcoded_Refs, ReferenceReverseTestAxesElemsMaskMode,
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testing::ValuesIn(generateParamsAxesElemsMaskMode()), ReferenceReverseTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(smoke_Reverse_With_Hardcoded_Refs, ReferenceReverseTestAxesOutOfBounds,
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testing::ValuesIn(generateParamsAxesOutOfBounds()), ReferenceReverseTest::getTestCaseName);
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INSTANTIATE_TEST_SUITE_P(smoke_Reverse_With_Hardcoded_Refs, ReferenceReverseTestAxesOutOfBounds4,
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testing::ValuesIn(generateParamsAxesOutOfBounds4()), ReferenceReverseTest::getTestCaseName);
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} // namespace
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