331 lines
18 KiB
C++
331 lines
18 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 "openvino/opsets/opset1.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 TileParams {
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TileParams(
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const reference_tests::Tensor& A, const reference_tests::Tensor& repeats,
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const reference_tests::Tensor& expected, const std::string& testcaseName = "") :
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A(A), repeats(repeats), expected(expected), testcaseName(testcaseName) {}
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reference_tests::Tensor A;
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reference_tests::Tensor repeats;
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reference_tests::Tensor expected;
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std::string testcaseName;
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};
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class ReferenceTileTest : public testing::TestWithParam<TileParams>, 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.A.data};
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refOutData = {params.expected.data};
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}
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static std::string getTestCaseName(const testing::TestParamInfo<TileParams>& obj) {
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auto param = obj.param;
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std::ostringstream result;
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result << "aType=" << param.A.type;
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result << "_aShape=" << param.A.shape;
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result << "_rType=" << param.repeats.type;
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result << "_rShape=" << param.repeats.shape;
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result << "_eType=" << param.expected.type;
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if (param.testcaseName != "") {
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result << "_eShape=" << param.expected.shape;
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result << "_=" << param.testcaseName;
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} else {
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result << "_rShape=" << param.expected.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<Model> CreateFunction(const TileParams& params) {
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const auto A = std::make_shared<opset1::Parameter>(params.A.type, params.A.shape);
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const auto repeats = std::make_shared<opset1::Constant>(params.repeats.type, params.repeats.shape,
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params.repeats.data.data());
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const auto tile = std::make_shared<opset1::Tile>(A, repeats);
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const auto f = std::make_shared<Model>(NodeVector{tile}, ParameterVector{A});
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return f;
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}
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};
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TEST_P(ReferenceTileTest, CompareWithRefs) {
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Exec();
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}
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template <element::Type_t ET, element::Type_t ET_INT>
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std::vector<TileParams> generateParams() {
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using T = typename element_type_traits<ET>::value_type;
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using T_INT = typename element_type_traits<ET_INT>::value_type;
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std::vector<TileParams> params {
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TileParams(
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reference_tests::Tensor(ET, {}, std::vector<T>{
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1
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}),
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reference_tests::Tensor(ET_INT, {1}, std::vector<T_INT>{2}),
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reference_tests::Tensor(ET, {2}, std::vector<T>{
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1, 1
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}),
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"tile_0d_to_1d_data_broadcast"),
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TileParams(
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reference_tests::Tensor(ET, {6}, std::vector<T>{
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1, 2, 3, 4, 5, 6,
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}),
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reference_tests::Tensor(ET_INT, {1}, std::vector<T_INT>{4}),
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reference_tests::Tensor(ET, {24}, std::vector<T>{
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1, 2, 3, 4, 5, 6,
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1, 2, 3, 4, 5, 6,
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1, 2, 3, 4, 5, 6,
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1, 2, 3, 4, 5, 6
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}),
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"tile_1d_to_1d_no_broadcast"),
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TileParams(
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reference_tests::Tensor(ET, {3}, std::vector<T>{
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1, 2, 3
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}),
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reference_tests::Tensor(ET_INT, {3}, std::vector<T_INT>{2, 2, 1}),
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reference_tests::Tensor(ET, {2, 2, 3}, std::vector<T>{
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1, 2, 3, 1, 2, 3, 1, 2, 3, 1, 2, 3
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}),
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"tile_1d_to_3d_data_broadcast"),
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TileParams(
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reference_tests::Tensor(ET, {2, 1, 3}, std::vector<T>{
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1, 2, 3, 4, 5, 6
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}),
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reference_tests::Tensor(ET_INT, {2}, std::vector<T_INT>{2, 1}),
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reference_tests::Tensor(ET, {2, 2, 3}, std::vector<T>{
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1, 2, 3, 1, 2, 3, 4, 5, 6, 4, 5, 6
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}),
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"tile_3d_to_3d_repeats_broadcast"),
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};
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return params;
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}
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template <element::Type_t ET, element::Type_t ET_INT>
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std::vector<TileParams> generateParamsFloatValue() {
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using T = typename element_type_traits<ET>::value_type;
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using T_INT = typename element_type_traits<ET_INT>::value_type;
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std::vector<TileParams> params {
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TileParams(
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reference_tests::Tensor(ET, {2, 1, 3}, std::vector<T>{
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1.1f, 2.2f, 3.3f, 4.4f, 5.5f, 6.6f
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}),
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reference_tests::Tensor(ET_INT, {2}, std::vector<T_INT>{2, 1}),
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reference_tests::Tensor(ET, {2, 2, 3}, std::vector<T>{
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1.1f, 2.2f, 3.3f, 1.1f, 2.2f, 3.3f, 4.4f, 5.5f, 6.6f, 4.4f, 5.5f, 6.6f
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}),
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"tile_3d_to_3d_repeats_broadcast_float_val"),
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};
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return params;
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}
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std::vector<TileParams> generateCombinedParams() {
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const std::vector<std::vector<TileParams>> generatedParams {
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// test each data type for each repeats type
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// CVS-73511 - commented here due segmentation fault
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// generateParams<element::Type_t::i4, element::Type_t::i4>(),
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// generateParams<element::Type_t::i4, element::Type_t::i8>(),
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// generateParams<element::Type_t::i4, element::Type_t::i16>(),
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// generateParams<element::Type_t::i4, element::Type_t::i32>(),
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// generateParams<element::Type_t::i4, element::Type_t::i64>(),
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// generateParams<element::Type_t::i4, element::Type_t::u4>(),
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// generateParams<element::Type_t::i4, element::Type_t::u8>(),
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// generateParams<element::Type_t::i4, element::Type_t::u16>(),
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// generateParams<element::Type_t::i4, element::Type_t::u32>(),
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// generateParams<element::Type_t::i4, element::Type_t::u64>(),
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generateParams<element::Type_t::i8, element::Type_t::i4>(),
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generateParams<element::Type_t::i8, element::Type_t::i8>(),
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generateParams<element::Type_t::i8, element::Type_t::i16>(),
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generateParams<element::Type_t::i8, element::Type_t::i32>(),
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generateParams<element::Type_t::i8, element::Type_t::i64>(),
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generateParams<element::Type_t::i8, element::Type_t::u4>(),
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generateParams<element::Type_t::i8, element::Type_t::u8>(),
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generateParams<element::Type_t::i8, element::Type_t::u16>(),
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generateParams<element::Type_t::i8, element::Type_t::u32>(),
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generateParams<element::Type_t::i8, element::Type_t::u64>(),
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generateParams<element::Type_t::i16, element::Type_t::i4>(),
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generateParams<element::Type_t::i16, element::Type_t::i8>(),
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generateParams<element::Type_t::i16, element::Type_t::i16>(),
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generateParams<element::Type_t::i16, element::Type_t::i32>(),
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generateParams<element::Type_t::i16, element::Type_t::i64>(),
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generateParams<element::Type_t::i16, element::Type_t::u4>(),
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generateParams<element::Type_t::i16, element::Type_t::u8>(),
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generateParams<element::Type_t::i16, element::Type_t::u16>(),
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generateParams<element::Type_t::i16, element::Type_t::u32>(),
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generateParams<element::Type_t::i16, element::Type_t::u64>(),
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generateParams<element::Type_t::i32, element::Type_t::i4>(),
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generateParams<element::Type_t::i32, element::Type_t::i8>(),
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generateParams<element::Type_t::i32, element::Type_t::i16>(),
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generateParams<element::Type_t::i32, element::Type_t::i32>(),
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generateParams<element::Type_t::i32, element::Type_t::i64>(),
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generateParams<element::Type_t::i32, element::Type_t::u4>(),
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generateParams<element::Type_t::i32, element::Type_t::u8>(),
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generateParams<element::Type_t::i32, element::Type_t::u16>(),
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generateParams<element::Type_t::i32, element::Type_t::u32>(),
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generateParams<element::Type_t::i32, element::Type_t::u64>(),
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generateParams<element::Type_t::i64, element::Type_t::i4>(),
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generateParams<element::Type_t::i64, element::Type_t::i8>(),
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generateParams<element::Type_t::i64, element::Type_t::i16>(),
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generateParams<element::Type_t::i64, element::Type_t::i32>(),
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generateParams<element::Type_t::i64, element::Type_t::i64>(),
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generateParams<element::Type_t::i64, element::Type_t::u4>(),
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generateParams<element::Type_t::i64, element::Type_t::u8>(),
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generateParams<element::Type_t::i64, element::Type_t::u16>(),
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generateParams<element::Type_t::i64, element::Type_t::u32>(),
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generateParams<element::Type_t::i64, element::Type_t::u64>(),
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// CVS-73511 - commented here due segmentation fault
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// generateParams<element::Type_t::u4, element::Type_t::i4>(),
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// generateParams<element::Type_t::u4, element::Type_t::i8>(),
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// generateParams<element::Type_t::u4, element::Type_t::i16>(),
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// generateParams<element::Type_t::u4, element::Type_t::i32>(),
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// generateParams<element::Type_t::u4, element::Type_t::i64>(),
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// generateParams<element::Type_t::u4, element::Type_t::u4>(),
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// generateParams<element::Type_t::u4, element::Type_t::u8>(),
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// generateParams<element::Type_t::u4, element::Type_t::u16>(),
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// generateParams<element::Type_t::u4, element::Type_t::u32>(),
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// generateParams<element::Type_t::u4, element::Type_t::u64>(),
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generateParams<element::Type_t::u8, element::Type_t::i4>(),
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generateParams<element::Type_t::u8, element::Type_t::i8>(),
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generateParams<element::Type_t::u8, element::Type_t::i16>(),
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generateParams<element::Type_t::u8, element::Type_t::i32>(),
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generateParams<element::Type_t::u8, element::Type_t::i64>(),
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generateParams<element::Type_t::u8, element::Type_t::u4>(),
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generateParams<element::Type_t::u8, element::Type_t::u8>(),
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generateParams<element::Type_t::u8, element::Type_t::u16>(),
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generateParams<element::Type_t::u8, element::Type_t::u32>(),
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generateParams<element::Type_t::u8, element::Type_t::u64>(),
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generateParams<element::Type_t::u16, element::Type_t::i4>(),
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generateParams<element::Type_t::u16, element::Type_t::i8>(),
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generateParams<element::Type_t::u16, element::Type_t::i16>(),
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generateParams<element::Type_t::u16, element::Type_t::i32>(),
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generateParams<element::Type_t::u16, element::Type_t::i64>(),
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generateParams<element::Type_t::u16, element::Type_t::u4>(),
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generateParams<element::Type_t::u16, element::Type_t::u8>(),
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generateParams<element::Type_t::u16, element::Type_t::u16>(),
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generateParams<element::Type_t::u16, element::Type_t::u32>(),
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generateParams<element::Type_t::u16, element::Type_t::u64>(),
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generateParams<element::Type_t::u32, element::Type_t::i4>(),
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generateParams<element::Type_t::u32, element::Type_t::i8>(),
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generateParams<element::Type_t::u32, element::Type_t::i16>(),
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generateParams<element::Type_t::u32, element::Type_t::i32>(),
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generateParams<element::Type_t::u32, element::Type_t::i64>(),
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generateParams<element::Type_t::u32, element::Type_t::u4>(),
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generateParams<element::Type_t::u32, element::Type_t::u8>(),
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generateParams<element::Type_t::u32, element::Type_t::u16>(),
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generateParams<element::Type_t::u32, element::Type_t::u32>(),
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generateParams<element::Type_t::u32, element::Type_t::u64>(),
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generateParams<element::Type_t::u64, element::Type_t::i4>(),
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generateParams<element::Type_t::u64, element::Type_t::i8>(),
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generateParams<element::Type_t::u64, element::Type_t::i16>(),
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generateParams<element::Type_t::u64, element::Type_t::i32>(),
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generateParams<element::Type_t::u64, element::Type_t::i64>(),
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generateParams<element::Type_t::u64, element::Type_t::u4>(),
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generateParams<element::Type_t::u64, element::Type_t::u8>(),
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generateParams<element::Type_t::u64, element::Type_t::u16>(),
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generateParams<element::Type_t::u64, element::Type_t::u32>(),
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generateParams<element::Type_t::u64, element::Type_t::u64>(),
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generateParams<element::Type_t::f16, element::Type_t::i4>(),
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generateParams<element::Type_t::f16, element::Type_t::i8>(),
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generateParams<element::Type_t::f16, element::Type_t::i16>(),
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generateParams<element::Type_t::f16, element::Type_t::i32>(),
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generateParams<element::Type_t::f16, element::Type_t::i64>(),
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generateParams<element::Type_t::f16, element::Type_t::u4>(),
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generateParams<element::Type_t::f16, element::Type_t::u8>(),
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generateParams<element::Type_t::f16, element::Type_t::u16>(),
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generateParams<element::Type_t::f16, element::Type_t::u32>(),
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generateParams<element::Type_t::f16, element::Type_t::u64>(),
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generateParams<element::Type_t::f32, element::Type_t::i4>(),
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generateParams<element::Type_t::f32, element::Type_t::i8>(),
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generateParams<element::Type_t::f32, element::Type_t::i16>(),
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generateParams<element::Type_t::f32, element::Type_t::i32>(),
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generateParams<element::Type_t::f32, element::Type_t::i64>(),
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generateParams<element::Type_t::f32, element::Type_t::u4>(),
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generateParams<element::Type_t::f32, element::Type_t::u8>(),
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generateParams<element::Type_t::f32, element::Type_t::u16>(),
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generateParams<element::Type_t::f32, element::Type_t::u32>(),
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generateParams<element::Type_t::f32, element::Type_t::u64>(),
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generateParams<element::Type_t::f64, element::Type_t::i4>(),
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generateParams<element::Type_t::f64, element::Type_t::i8>(),
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generateParams<element::Type_t::f64, element::Type_t::i16>(),
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generateParams<element::Type_t::f64, element::Type_t::i32>(),
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generateParams<element::Type_t::f64, element::Type_t::i64>(),
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generateParams<element::Type_t::f64, element::Type_t::u4>(),
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generateParams<element::Type_t::f64, element::Type_t::u8>(),
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generateParams<element::Type_t::f64, element::Type_t::u16>(),
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generateParams<element::Type_t::f64, element::Type_t::u32>(),
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generateParams<element::Type_t::f64, element::Type_t::u64>(),
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generateParams<element::Type_t::bf16, element::Type_t::i4>(),
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generateParams<element::Type_t::bf16, element::Type_t::i8>(),
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generateParams<element::Type_t::bf16, element::Type_t::i16>(),
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generateParams<element::Type_t::bf16, element::Type_t::i32>(),
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generateParams<element::Type_t::bf16, element::Type_t::i64>(),
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generateParams<element::Type_t::bf16, element::Type_t::u4>(),
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generateParams<element::Type_t::bf16, element::Type_t::u8>(),
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generateParams<element::Type_t::bf16, element::Type_t::u16>(),
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generateParams<element::Type_t::bf16, element::Type_t::u32>(),
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generateParams<element::Type_t::bf16, element::Type_t::u64>(),
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// // test float values in data
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::i4>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::i8>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::i16>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::i32>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::i64>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::u4>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::u8>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::u16>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::u32>(),
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generateParamsFloatValue<element::Type_t::f16, element::Type_t::u64>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::i4>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::i8>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::i16>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::i32>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::i64>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::u4>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::u8>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::u16>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::u32>(),
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generateParamsFloatValue<element::Type_t::f32, element::Type_t::u64>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::i4>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::i8>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::i16>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::i32>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::i64>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::u4>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::u8>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::u16>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::u32>(),
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generateParamsFloatValue<element::Type_t::f64, element::Type_t::u64>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::i4>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::i8>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::i16>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::i32>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::i64>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::u4>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::u8>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::u16>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::u32>(),
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generateParamsFloatValue<element::Type_t::bf16, element::Type_t::u64>()
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};
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std::vector<TileParams> combinedParams;
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for (const auto& params : generatedParams) {
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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_Tile_With_Hardcoded_Refs, ReferenceTileTest,
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testing::ValuesIn(generateCombinedParams()), ReferenceTileTest::getTestCaseName);
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} // namespace
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