Bruno Goncalves | 2d0eb86 | 2021-07-11 14:10:15 -0300 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersFixture.hpp" |
| 7 | #include "../TfLiteParser.hpp" |
| 8 | |
| 9 | #include <string> |
| 10 | |
| 11 | TEST_SUITE("TensorflowLiteParser_Comparison") |
| 12 | { |
| 13 | struct ComparisonFixture : public ParserFlatbuffersFixture |
| 14 | { |
| 15 | explicit ComparisonFixture(const std::string& operatorCode, |
| 16 | const std::string& dataType, |
| 17 | const std::string& inputShape, |
| 18 | const std::string& inputShape2, |
| 19 | const std::string& outputShape) |
| 20 | { |
| 21 | m_JsonString = R"( |
| 22 | { |
| 23 | "version": 3, |
| 24 | "operator_codes": [ { "builtin_code": )" + operatorCode + R"( } ], |
| 25 | "subgraphs": [ { |
| 26 | "tensors": [ |
| 27 | { |
| 28 | "shape": )" + inputShape + R"(, |
| 29 | "type": )" + dataType + R"( , |
| 30 | "buffer": 0, |
| 31 | "name": "inputTensor", |
| 32 | "quantization": { |
| 33 | "min": [ 0.0 ], |
| 34 | "max": [ 255.0 ], |
| 35 | "scale": [ 1.0 ], |
| 36 | "zero_point": [ 0 ], |
| 37 | } |
| 38 | }, |
| 39 | { |
| 40 | "shape": )" + inputShape2 + R"(, |
| 41 | "type": )" + dataType + R"( , |
| 42 | "buffer": 1, |
| 43 | "name": "inputTensor2", |
| 44 | "quantization": { |
| 45 | "min": [ 0.0 ], |
| 46 | "max": [ 255.0 ], |
| 47 | "scale": [ 1.0 ], |
| 48 | "zero_point": [ 0 ], |
| 49 | } |
| 50 | }, |
| 51 | { |
| 52 | "shape": )" + outputShape + R"( , |
| 53 | "type": "BOOL", |
| 54 | "buffer": 2, |
| 55 | "name": "outputTensor", |
| 56 | "quantization": { |
| 57 | "min": [ 0.0 ], |
| 58 | "max": [ 255.0 ], |
| 59 | "scale": [ 1.0 ], |
| 60 | "zero_point": [ 0 ], |
| 61 | } |
| 62 | } |
| 63 | ], |
| 64 | "inputs": [ 0, 1 ], |
| 65 | "outputs": [ 2 ], |
| 66 | "operators": [ |
| 67 | { |
| 68 | "opcode_index": 0, |
| 69 | "inputs": [ 0, 1 ], |
| 70 | "outputs": [ 2 ], |
| 71 | "custom_options_format": "FLEXBUFFERS" |
| 72 | } |
| 73 | ], |
| 74 | } ], |
| 75 | "buffers" : [ |
| 76 | { }, |
| 77 | { } |
| 78 | ] |
| 79 | } |
| 80 | )"; |
| 81 | Setup(); |
| 82 | } |
| 83 | }; |
| 84 | |
| 85 | struct SimpleEqualFixture : public ComparisonFixture |
| 86 | { |
| 87 | SimpleEqualFixture() : ComparisonFixture("EQUAL", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| 88 | }; |
| 89 | |
| 90 | TEST_CASE_FIXTURE(SimpleEqualFixture, "SimpleEqual") |
| 91 | { |
| 92 | RunTest<2, armnn::DataType::QAsymmU8, |
| 93 | armnn::DataType::Boolean>( |
| 94 | 0, |
| 95 | {{"inputTensor", { 0, 1, 2, 3 }}, |
| 96 | {"inputTensor2", { 0, 1, 5, 6 }}}, |
| 97 | {{"outputTensor", { 1, 1, 0, 0 }}}); |
| 98 | } |
| 99 | |
| 100 | struct BroadcastEqualFixture : public ComparisonFixture |
| 101 | { |
| 102 | BroadcastEqualFixture() : ComparisonFixture("EQUAL", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| 103 | }; |
| 104 | |
| 105 | TEST_CASE_FIXTURE(BroadcastEqualFixture, "BroadcastEqual") |
| 106 | { |
| 107 | RunTest<2, armnn::DataType::QAsymmU8, |
| 108 | armnn::DataType::Boolean>( |
| 109 | 0, |
| 110 | {{"inputTensor", { 0, 1, 2, 3 }}, |
| 111 | {"inputTensor2", { 0, 1 }}}, |
| 112 | {{"outputTensor", { 1, 1, 0, 0 }}}); |
| 113 | } |
| 114 | |
| 115 | struct SimpleNotEqualFixture : public ComparisonFixture |
| 116 | { |
| 117 | SimpleNotEqualFixture() : ComparisonFixture("NOT_EQUAL", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| 118 | }; |
| 119 | |
| 120 | TEST_CASE_FIXTURE(SimpleNotEqualFixture, "SimpleNotEqual") |
| 121 | { |
| 122 | RunTest<2, armnn::DataType::QAsymmU8, |
| 123 | armnn::DataType::Boolean>( |
| 124 | 0, |
| 125 | {{"inputTensor", { 0, 1, 2, 3 }}, |
| 126 | {"inputTensor2", { 0, 1, 5, 6 }}}, |
| 127 | {{"outputTensor", { 0, 0, 1, 1 }}}); |
| 128 | } |
| 129 | |
| 130 | struct BroadcastNotEqualFixture : public ComparisonFixture |
| 131 | { |
| 132 | BroadcastNotEqualFixture() : ComparisonFixture("NOT_EQUAL", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| 133 | }; |
| 134 | |
| 135 | TEST_CASE_FIXTURE(BroadcastNotEqualFixture, "BroadcastNotEqual") |
| 136 | { |
| 137 | RunTest<2, armnn::DataType::QAsymmU8, |
| 138 | armnn::DataType::Boolean>( |
| 139 | 0, |
| 140 | {{"inputTensor", { 0, 1, 2, 3 }}, |
| 141 | {"inputTensor2", { 0, 1 }}}, |
| 142 | {{"outputTensor", { 0, 0, 1, 1 }}}); |
| 143 | } |
| 144 | |
| 145 | struct SimpleGreaterFixture : public ComparisonFixture |
| 146 | { |
| 147 | SimpleGreaterFixture() : ComparisonFixture("GREATER", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| 148 | }; |
| 149 | |
| 150 | TEST_CASE_FIXTURE(SimpleGreaterFixture, "SimpleGreater") |
| 151 | { |
| 152 | RunTest<2, armnn::DataType::QAsymmU8, |
| 153 | armnn::DataType::Boolean>( |
| 154 | 0, |
| 155 | {{"inputTensor", { 0, 2, 3, 6 }}, |
| 156 | {"inputTensor2", { 0, 1, 5, 3 }}}, |
| 157 | {{"outputTensor", { 0, 1, 0, 1 }}}); |
| 158 | } |
| 159 | |
| 160 | struct BroadcastGreaterFixture : public ComparisonFixture |
| 161 | { |
| 162 | BroadcastGreaterFixture() : ComparisonFixture("GREATER", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| 163 | }; |
| 164 | |
| 165 | TEST_CASE_FIXTURE(BroadcastGreaterFixture, "BroadcastGreater") |
| 166 | { |
| 167 | RunTest<2, armnn::DataType::QAsymmU8, |
| 168 | armnn::DataType::Boolean>( |
| 169 | 0, |
| 170 | {{"inputTensor", { 5, 4, 1, 0 }}, |
| 171 | {"inputTensor2", { 2, 3 }}}, |
| 172 | {{"outputTensor", { 1, 1, 0, 0 }}}); |
| 173 | } |
| 174 | |
| 175 | struct SimpleGreaterOrEqualFixture : public ComparisonFixture |
| 176 | { |
| 177 | SimpleGreaterOrEqualFixture() : ComparisonFixture("GREATER_EQUAL", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| 178 | }; |
| 179 | |
| 180 | TEST_CASE_FIXTURE(SimpleGreaterOrEqualFixture, "SimpleGreaterOrEqual") |
| 181 | { |
| 182 | RunTest<2, armnn::DataType::QAsymmU8, |
| 183 | armnn::DataType::Boolean>( |
| 184 | 0, |
| 185 | {{"inputTensor", { 0, 2, 3, 6 }}, |
| 186 | {"inputTensor2", { 0, 1, 5, 3 }}}, |
| 187 | {{"outputTensor", { 1, 1, 0, 1 }}}); |
| 188 | } |
| 189 | |
| 190 | struct BroadcastGreaterOrEqualFixture : public ComparisonFixture |
| 191 | { |
| 192 | BroadcastGreaterOrEqualFixture() : ComparisonFixture("GREATER_EQUAL", "UINT8", |
| 193 | "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| 194 | }; |
| 195 | |
| 196 | TEST_CASE_FIXTURE(BroadcastGreaterOrEqualFixture, "BroadcastGreaterOrEqual") |
| 197 | { |
| 198 | RunTest<2, armnn::DataType::QAsymmU8, |
| 199 | armnn::DataType::Boolean>( |
| 200 | 0, |
| 201 | {{"inputTensor", { 5, 4, 1, 0 }}, |
| 202 | {"inputTensor2", { 2, 4 }}}, |
| 203 | {{"outputTensor", { 1, 1, 0, 0 }}}); |
| 204 | } |
| 205 | |
| 206 | struct SimpleLessFixture : public ComparisonFixture |
| 207 | { |
| 208 | SimpleLessFixture() : ComparisonFixture("LESS", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| 209 | }; |
| 210 | |
| 211 | TEST_CASE_FIXTURE(SimpleLessFixture, "SimpleLess") |
| 212 | { |
| 213 | RunTest<2, armnn::DataType::QAsymmU8, |
| 214 | armnn::DataType::Boolean>( |
| 215 | 0, |
| 216 | {{"inputTensor", { 0, 2, 3, 6 }}, |
| 217 | {"inputTensor2", { 0, 1, 5, 3 }}}, |
| 218 | {{"outputTensor", { 0, 0, 1, 0 }}}); |
| 219 | } |
| 220 | |
| 221 | struct BroadcastLessFixture : public ComparisonFixture |
| 222 | { |
| 223 | BroadcastLessFixture() : ComparisonFixture("LESS", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| 224 | }; |
| 225 | |
| 226 | TEST_CASE_FIXTURE(BroadcastLessFixture, "BroadcastLess") |
| 227 | { |
| 228 | RunTest<2, armnn::DataType::QAsymmU8, |
| 229 | armnn::DataType::Boolean>( |
| 230 | 0, |
| 231 | {{"inputTensor", { 5, 4, 1, 0 }}, |
| 232 | {"inputTensor2", { 2, 3 }}}, |
| 233 | {{"outputTensor", { 0, 0, 1, 1 }}}); |
| 234 | } |
| 235 | |
| 236 | struct SimpleLessOrEqualFixture : public ComparisonFixture |
| 237 | { |
| 238 | SimpleLessOrEqualFixture() : ComparisonFixture("LESS_EQUAL", "UINT8", "[ 2, 2 ]", "[ 2, 2 ]", "[ 2, 2 ]") {} |
| 239 | }; |
| 240 | |
| 241 | TEST_CASE_FIXTURE(SimpleLessOrEqualFixture, "SimpleLessOrEqual") |
| 242 | { |
| 243 | RunTest<2, armnn::DataType::QAsymmU8, |
| 244 | armnn::DataType::Boolean>( |
| 245 | 0, |
| 246 | {{"inputTensor", { 0, 2, 3, 6 }}, |
| 247 | {"inputTensor2", { 0, 1, 5, 3 }}}, |
| 248 | {{"outputTensor", { 1, 0, 1, 0 }}}); |
| 249 | } |
| 250 | |
| 251 | struct BroadcastLessOrEqualFixture : public ComparisonFixture |
| 252 | { |
| 253 | BroadcastLessOrEqualFixture() : ComparisonFixture("LESS_EQUAL", "UINT8", "[ 2, 2 ]", "[ 1, 2 ]", "[ 2, 2 ]") {} |
| 254 | }; |
| 255 | |
| 256 | TEST_CASE_FIXTURE(BroadcastLessOrEqualFixture, "BroadcastLessOrEqual") |
| 257 | { |
| 258 | RunTest<2, armnn::DataType::QAsymmU8, |
| 259 | armnn::DataType::Boolean>( |
| 260 | 0, |
| 261 | {{"inputTensor", { 5, 4, 1, 0 }}, |
| 262 | {"inputTensor2", { 1, 3 }}}, |
| 263 | {{"outputTensor", { 0, 0, 1, 1 }}}); |
| 264 | } |
| 265 | |
| 266 | } |