Aron Virginas-Tar | 422f2fb | 2019-10-21 14:09:11 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2019 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersSerializeFixture.hpp" |
Finn Williams | 85d3671 | 2021-01-26 22:30:06 +0000 | [diff] [blame] | 7 | #include <armnnDeserializer/IDeserializer.hpp> |
Aron Virginas-Tar | 422f2fb | 2019-10-21 14:09:11 +0100 | [diff] [blame] | 8 | |
Colm Donelan | c42a987 | 2022-02-02 16:35:09 +0000 | [diff] [blame] | 9 | #include <armnnUtils/QuantizeHelper.hpp> |
Aron Virginas-Tar | 422f2fb | 2019-10-21 14:09:11 +0100 | [diff] [blame] | 10 | #include <ResolveType.hpp> |
| 11 | |
Aron Virginas-Tar | 422f2fb | 2019-10-21 14:09:11 +0100 | [diff] [blame] | 12 | #include <string> |
| 13 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 14 | TEST_SUITE("Deserializer_Comparison") |
| 15 | { |
Aron Virginas-Tar | 422f2fb | 2019-10-21 14:09:11 +0100 | [diff] [blame] | 16 | #define DECLARE_SIMPLE_COMPARISON_FIXTURE(operation, dataType) \ |
| 17 | struct Simple##operation##dataType##Fixture : public SimpleComparisonFixture \ |
| 18 | { \ |
| 19 | Simple##operation##dataType##Fixture() \ |
| 20 | : SimpleComparisonFixture(#dataType, #operation) {} \ |
| 21 | }; |
| 22 | |
| 23 | #define DECLARE_SIMPLE_COMPARISON_TEST_CASE(operation, dataType) \ |
| 24 | DECLARE_SIMPLE_COMPARISON_FIXTURE(operation, dataType) \ |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 25 | TEST_CASE_FIXTURE(Simple##operation##dataType##Fixture, #operation#dataType) \ |
Aron Virginas-Tar | 422f2fb | 2019-10-21 14:09:11 +0100 | [diff] [blame] | 26 | { \ |
| 27 | using T = armnn::ResolveType<armnn::DataType::dataType>; \ |
| 28 | constexpr float qScale = 1.f; \ |
| 29 | constexpr int32_t qOffset = 0; \ |
| 30 | RunTest<4, armnn::DataType::dataType, armnn::DataType::Boolean>( \ |
| 31 | 0, \ |
Aron Virginas-Tar | 48623a0 | 2019-10-22 10:00:28 +0100 | [diff] [blame] | 32 | {{ "InputLayer0", armnnUtils::QuantizedVector<T>(s_TestData.m_InputData0, qScale, qOffset) }, \ |
| 33 | { "InputLayer1", armnnUtils::QuantizedVector<T>(s_TestData.m_InputData1, qScale, qOffset) }}, \ |
Aron Virginas-Tar | 422f2fb | 2019-10-21 14:09:11 +0100 | [diff] [blame] | 34 | {{ "OutputLayer", s_TestData.m_Output##operation }}); \ |
| 35 | } |
| 36 | |
| 37 | struct ComparisonFixture : public ParserFlatbuffersSerializeFixture |
| 38 | { |
| 39 | explicit ComparisonFixture(const std::string& inputShape0, |
| 40 | const std::string& inputShape1, |
| 41 | const std::string& outputShape, |
| 42 | const std::string& inputDataType, |
| 43 | const std::string& comparisonOperation) |
| 44 | { |
| 45 | m_JsonString = R"( |
| 46 | { |
| 47 | inputIds: [0, 1], |
| 48 | outputIds: [3], |
| 49 | layers: [ |
| 50 | { |
| 51 | layer_type: "InputLayer", |
| 52 | layer: { |
| 53 | base: { |
| 54 | layerBindingId: 0, |
| 55 | base: { |
| 56 | index: 0, |
| 57 | layerName: "InputLayer0", |
| 58 | layerType: "Input", |
| 59 | inputSlots: [{ |
| 60 | index: 0, |
| 61 | connection: { sourceLayerIndex:0, outputSlotIndex:0 }, |
| 62 | }], |
| 63 | outputSlots: [{ |
| 64 | index: 0, |
| 65 | tensorInfo: { |
| 66 | dimensions: )" + inputShape0 + R"(, |
| 67 | dataType: )" + inputDataType + R"( |
| 68 | }, |
| 69 | }], |
| 70 | }, |
| 71 | } |
| 72 | }, |
| 73 | }, |
| 74 | { |
| 75 | layer_type: "InputLayer", |
| 76 | layer: { |
| 77 | base: { |
| 78 | layerBindingId: 1, |
| 79 | base: { |
| 80 | index:1, |
| 81 | layerName: "InputLayer1", |
| 82 | layerType: "Input", |
| 83 | inputSlots: [{ |
| 84 | index: 0, |
| 85 | connection: { sourceLayerIndex:0, outputSlotIndex:0 }, |
| 86 | }], |
| 87 | outputSlots: [{ |
| 88 | index: 0, |
| 89 | tensorInfo: { |
| 90 | dimensions: )" + inputShape1 + R"(, |
| 91 | dataType: )" + inputDataType + R"( |
| 92 | }, |
| 93 | }], |
| 94 | }, |
| 95 | } |
| 96 | }, |
| 97 | }, |
| 98 | { |
| 99 | layer_type: "ComparisonLayer", |
| 100 | layer: { |
| 101 | base: { |
| 102 | index:2, |
| 103 | layerName: "ComparisonLayer", |
| 104 | layerType: "Comparison", |
| 105 | inputSlots: [{ |
| 106 | index: 0, |
| 107 | connection: { sourceLayerIndex:0, outputSlotIndex:0 }, |
| 108 | }, |
| 109 | { |
| 110 | index: 1, |
| 111 | connection: { sourceLayerIndex:1, outputSlotIndex:0 }, |
| 112 | }], |
| 113 | outputSlots: [{ |
| 114 | index: 0, |
| 115 | tensorInfo: { |
| 116 | dimensions: )" + outputShape + R"(, |
| 117 | dataType: Boolean |
| 118 | }, |
| 119 | }], |
| 120 | }, |
| 121 | descriptor: { |
| 122 | operation: )" + comparisonOperation + R"( |
| 123 | } |
| 124 | }, |
| 125 | }, |
| 126 | { |
| 127 | layer_type: "OutputLayer", |
| 128 | layer: { |
| 129 | base:{ |
| 130 | layerBindingId: 0, |
| 131 | base: { |
| 132 | index: 3, |
| 133 | layerName: "OutputLayer", |
| 134 | layerType: "Output", |
| 135 | inputSlots: [{ |
| 136 | index: 0, |
| 137 | connection: { sourceLayerIndex:2, outputSlotIndex:0 }, |
| 138 | }], |
| 139 | outputSlots: [{ |
| 140 | index: 0, |
| 141 | tensorInfo: { |
| 142 | dimensions: )" + outputShape + R"(, |
| 143 | dataType: Boolean |
| 144 | }, |
| 145 | }], |
| 146 | } |
| 147 | } |
| 148 | }, |
| 149 | } |
| 150 | ] |
| 151 | } |
| 152 | )"; |
| 153 | Setup(); |
| 154 | } |
| 155 | }; |
| 156 | |
| 157 | struct SimpleComparisonTestData |
| 158 | { |
| 159 | SimpleComparisonTestData() |
| 160 | { |
| 161 | m_InputData0 = |
| 162 | { |
| 163 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 164 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 165 | }; |
| 166 | |
| 167 | m_InputData1 = |
| 168 | { |
| 169 | 1.f, 1.f, 1.f, 1.f, 3.f, 3.f, 3.f, 3.f, |
| 170 | 5.f, 5.f, 5.f, 5.f, 4.f, 4.f, 4.f, 4.f |
| 171 | }; |
| 172 | |
| 173 | m_OutputEqual = |
| 174 | { |
| 175 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 176 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 177 | }; |
| 178 | |
| 179 | m_OutputGreater = |
| 180 | { |
| 181 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 182 | 0, 0, 0, 0, 0, 0, 0, 0 |
| 183 | }; |
| 184 | |
| 185 | m_OutputGreaterOrEqual = |
| 186 | { |
| 187 | 1, 1, 1, 1, 1, 1, 1, 1, |
| 188 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 189 | }; |
| 190 | |
| 191 | m_OutputLess = |
| 192 | { |
| 193 | 0, 0, 0, 0, 0, 0, 0, 0, |
| 194 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 195 | }; |
| 196 | |
| 197 | m_OutputLessOrEqual = |
| 198 | { |
| 199 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 200 | 1, 1, 1, 1, 1, 1, 1, 1 |
| 201 | }; |
| 202 | |
| 203 | m_OutputNotEqual = |
| 204 | { |
| 205 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 206 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 207 | }; |
| 208 | } |
| 209 | |
| 210 | std::vector<float> m_InputData0; |
| 211 | std::vector<float> m_InputData1; |
| 212 | |
| 213 | std::vector<uint8_t> m_OutputEqual; |
| 214 | std::vector<uint8_t> m_OutputGreater; |
| 215 | std::vector<uint8_t> m_OutputGreaterOrEqual; |
| 216 | std::vector<uint8_t> m_OutputLess; |
| 217 | std::vector<uint8_t> m_OutputLessOrEqual; |
| 218 | std::vector<uint8_t> m_OutputNotEqual; |
| 219 | }; |
| 220 | |
| 221 | struct SimpleComparisonFixture : public ComparisonFixture |
| 222 | { |
| 223 | SimpleComparisonFixture(const std::string& inputDataType, |
| 224 | const std::string& comparisonOperation) |
| 225 | : ComparisonFixture("[ 2, 2, 2, 2 ]", // inputShape0 |
| 226 | "[ 2, 2, 2, 2 ]", // inputShape1 |
| 227 | "[ 2, 2, 2, 2 ]", // outputShape, |
| 228 | inputDataType, |
| 229 | comparisonOperation) {} |
| 230 | |
| 231 | static SimpleComparisonTestData s_TestData; |
| 232 | }; |
| 233 | |
| 234 | SimpleComparisonTestData SimpleComparisonFixture::s_TestData; |
| 235 | |
| 236 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(Equal, Float32) |
| 237 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(Greater, Float32) |
| 238 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(GreaterOrEqual, Float32) |
| 239 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(Less, Float32) |
| 240 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(LessOrEqual, Float32) |
| 241 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(NotEqual, Float32) |
| 242 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 243 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 244 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(Equal, QAsymmU8) |
| 245 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(Greater, QAsymmU8) |
| 246 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(GreaterOrEqual, QAsymmU8) |
| 247 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(Less, QAsymmU8) |
| 248 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(LessOrEqual, QAsymmU8) |
| 249 | DECLARE_SIMPLE_COMPARISON_TEST_CASE(NotEqual, QAsymmU8) |
Aron Virginas-Tar | 422f2fb | 2019-10-21 14:09:11 +0100 | [diff] [blame] | 250 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 251 | } |