telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 4 | // |
| 5 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 6 | #include "armnnOnnxParser/IOnnxParser.hpp" |
| 7 | #include "ParserPrototxtFixture.hpp" |
| 8 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 9 | TEST_SUITE("OnnxParser_Addition") |
| 10 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 11 | struct AddMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 12 | { |
| 13 | AddMainFixture(const std::string& dataType) |
| 14 | { |
| 15 | m_Prototext = R"( |
| 16 | ir_version: 3 |
| 17 | producer_name: "CNTK" |
| 18 | producer_version: "2.5.1" |
| 19 | domain: "ai.cntk" |
| 20 | model_version: 1 |
| 21 | graph { |
| 22 | name: "CNTKGraph" |
| 23 | input { |
| 24 | name: "Input0" |
| 25 | type { |
| 26 | tensor_type { |
| 27 | elem_type: )" + dataType + R"( |
| 28 | shape { |
| 29 | dim { |
| 30 | dim_value: 1 |
| 31 | } |
| 32 | dim { |
| 33 | dim_value: 1 |
| 34 | } |
| 35 | dim { |
| 36 | dim_value: 2 |
| 37 | } |
| 38 | dim { |
| 39 | dim_value: 2 |
| 40 | } |
| 41 | } |
| 42 | } |
| 43 | } |
| 44 | } |
| 45 | input { |
| 46 | name: "Input1" |
| 47 | type { |
| 48 | tensor_type { |
| 49 | elem_type: )" + dataType + R"( |
| 50 | shape { |
| 51 | dim { |
| 52 | dim_value: 1 |
| 53 | } |
| 54 | dim { |
| 55 | dim_value: 1 |
| 56 | } |
| 57 | dim { |
| 58 | dim_value: 2 |
| 59 | } |
| 60 | dim { |
| 61 | dim_value: 2 |
| 62 | } |
| 63 | } |
| 64 | } |
| 65 | } |
| 66 | } |
| 67 | node { |
| 68 | input: "Input0" |
| 69 | input: "Input1" |
| 70 | output: "Output" |
| 71 | name: "addition" |
| 72 | op_type: "Add" |
| 73 | doc_string: "" |
| 74 | domain: "" |
| 75 | } |
| 76 | output { |
| 77 | name: "Output" |
| 78 | type { |
| 79 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 80 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 81 | shape { |
| 82 | dim { |
| 83 | dim_value: 1 |
| 84 | } |
| 85 | dim { |
| 86 | dim_value: 1 |
| 87 | } |
| 88 | dim { |
| 89 | dim_value: 2 |
| 90 | } |
| 91 | dim { |
| 92 | dim_value: 2 |
| 93 | } |
| 94 | } |
| 95 | } |
| 96 | } |
| 97 | } |
| 98 | } |
| 99 | opset_import { |
| 100 | version: 7 |
| 101 | })"; |
| 102 | } |
| 103 | }; |
| 104 | |
| 105 | struct AddValidFixture : AddMainFixture |
| 106 | { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 107 | AddValidFixture() : AddMainFixture("1") { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 108 | Setup(); |
| 109 | } |
| 110 | }; |
| 111 | |
| 112 | struct AddInvalidFixture : AddMainFixture |
| 113 | { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 114 | AddInvalidFixture() : AddMainFixture("6") { } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 115 | }; |
| 116 | |
| 117 | struct AddValidBroadcastFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 118 | { |
| 119 | AddValidBroadcastFixture() { |
| 120 | |
| 121 | m_Prototext = R"( |
| 122 | ir_version: 3 |
| 123 | producer_name: "CNTK" |
| 124 | producer_version: "2.5.1" |
| 125 | domain: "ai.cntk" |
| 126 | model_version: 1 |
| 127 | graph { |
| 128 | name: "CNTKGraph" |
| 129 | input { |
| 130 | name: "Input0" |
| 131 | type { |
| 132 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 133 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 134 | shape { |
| 135 | dim { |
| 136 | dim_value: 1 |
| 137 | } |
| 138 | dim { |
| 139 | dim_value: 1 |
| 140 | } |
| 141 | dim { |
| 142 | dim_value: 1 |
| 143 | } |
| 144 | dim { |
| 145 | dim_value: 4 |
| 146 | } |
| 147 | } |
| 148 | } |
| 149 | } |
| 150 | } |
| 151 | input { |
| 152 | name: "Input1" |
| 153 | type { |
| 154 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 155 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 156 | shape { |
| 157 | dim { |
| 158 | dim_value: 4 |
| 159 | } |
| 160 | } |
| 161 | } |
| 162 | } |
| 163 | } |
| 164 | node { |
| 165 | input: "Input0" |
| 166 | input: "Input1" |
| 167 | output: "Output" |
| 168 | name: "addition" |
| 169 | op_type: "Add" |
| 170 | doc_string: "" |
| 171 | domain: "" |
| 172 | } |
| 173 | output { |
| 174 | name: "Output" |
| 175 | type { |
| 176 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 177 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 178 | shape { |
| 179 | dim { |
| 180 | dim_value: 1 |
| 181 | } |
| 182 | dim { |
| 183 | dim_value: 1 |
| 184 | } |
| 185 | dim { |
| 186 | dim_value: 1 |
| 187 | } |
| 188 | dim { |
| 189 | dim_value: 4 |
| 190 | } |
| 191 | } |
| 192 | } |
| 193 | } |
| 194 | } |
| 195 | } |
| 196 | opset_import { |
| 197 | version: 7 |
| 198 | })"; |
| 199 | Setup(); |
| 200 | } |
| 201 | }; |
| 202 | |
| 203 | struct AddInvalidBroadcastFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 204 | { |
| 205 | AddInvalidBroadcastFixture() { |
| 206 | |
| 207 | m_Prototext = R"( |
| 208 | ir_version: 3 |
| 209 | producer_name: "CNTK" |
| 210 | producer_version: "2.5.1" |
| 211 | domain: "ai.cntk" |
| 212 | model_version: 1 |
| 213 | graph { |
| 214 | name: "CNTKGraph" |
| 215 | input { |
| 216 | name: "Input0" |
| 217 | type { |
| 218 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 219 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 220 | shape { |
| 221 | dim { |
| 222 | dim_value: 1 |
| 223 | } |
| 224 | dim { |
| 225 | dim_value: 1 |
| 226 | } |
| 227 | dim { |
| 228 | dim_value: 1 |
| 229 | } |
| 230 | dim { |
| 231 | dim_value: 3 |
| 232 | } |
| 233 | } |
| 234 | } |
| 235 | } |
| 236 | } |
| 237 | input { |
| 238 | name: "Input1" |
| 239 | type { |
| 240 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 241 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 242 | shape { |
| 243 | dim { |
| 244 | dim_value: 4 |
| 245 | } |
| 246 | } |
| 247 | } |
| 248 | } |
| 249 | } |
| 250 | node { |
| 251 | input: "Input0" |
| 252 | input: "Input1" |
| 253 | output: "Output" |
| 254 | name: "addition" |
| 255 | op_type: "Add" |
| 256 | doc_string: "" |
| 257 | domain: "" |
| 258 | } |
| 259 | output { |
| 260 | name: "Output" |
| 261 | type { |
| 262 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 263 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 264 | shape { |
| 265 | dim { |
| 266 | dim_value: 1 |
| 267 | } |
| 268 | dim { |
| 269 | dim_value: 1 |
| 270 | } |
| 271 | dim { |
| 272 | dim_value: 1 |
| 273 | } |
| 274 | dim { |
| 275 | dim_value: 4 |
| 276 | } |
| 277 | } |
| 278 | } |
| 279 | } |
| 280 | } |
| 281 | } |
| 282 | opset_import { |
| 283 | version: 7 |
| 284 | })"; |
| 285 | } |
| 286 | }; |
| 287 | |
Ryan OShea | 337c17f | 2020-02-21 12:33:17 +0000 | [diff] [blame] | 288 | struct AddScalarFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 289 | { |
| 290 | AddScalarFixture(const std::string& dataType) |
| 291 | { |
| 292 | m_Prototext = R"( |
| 293 | ir_version: 3 |
| 294 | producer_name: "CNTK" |
| 295 | producer_version: "2.5.1" |
| 296 | domain: "ai.cntk" |
| 297 | model_version: 1 |
| 298 | graph { |
| 299 | name: "CNTKGraph" |
| 300 | input { |
| 301 | name: "Input0" |
| 302 | type { |
| 303 | tensor_type { |
| 304 | elem_type: )" + dataType + R"( |
| 305 | shape { |
| 306 | dim { |
| 307 | dim_value: 1 |
| 308 | } |
| 309 | dim { |
| 310 | dim_value: 1 |
| 311 | } |
| 312 | dim { |
| 313 | dim_value: 2 |
| 314 | } |
| 315 | dim { |
| 316 | dim_value: 2 |
| 317 | } |
| 318 | } |
| 319 | } |
| 320 | } |
| 321 | } |
| 322 | input { |
| 323 | name: "Input1" |
| 324 | type { |
| 325 | tensor_type { |
| 326 | elem_type: )" + dataType + R"( |
| 327 | shape { |
| 328 | dim { |
| 329 | dim_value: 1 |
| 330 | } |
| 331 | } |
| 332 | } |
| 333 | } |
| 334 | } |
| 335 | node { |
| 336 | input: "Input0" |
| 337 | input: "Input1" |
| 338 | output: "Output" |
| 339 | name: "addition" |
| 340 | op_type: "Add" |
| 341 | doc_string: "" |
| 342 | domain: "" |
| 343 | } |
| 344 | output { |
| 345 | name: "Output" |
| 346 | type { |
| 347 | tensor_type { |
| 348 | elem_type: 1 |
| 349 | shape { |
| 350 | dim { |
| 351 | dim_value: 1 |
| 352 | } |
| 353 | dim { |
| 354 | dim_value: 1 |
| 355 | } |
| 356 | dim { |
| 357 | dim_value: 2 |
| 358 | } |
| 359 | dim { |
| 360 | dim_value: 2 |
| 361 | } |
| 362 | } |
| 363 | } |
| 364 | } |
| 365 | } |
| 366 | } |
| 367 | opset_import { |
| 368 | version: 7 |
| 369 | })"; |
| 370 | } |
| 371 | }; |
| 372 | |
| 373 | struct AddValidScalarFixture : AddScalarFixture |
| 374 | { |
| 375 | AddValidScalarFixture() : AddScalarFixture("1") { |
| 376 | Setup(); |
| 377 | } |
| 378 | }; |
| 379 | |
| 380 | struct AddInvalidScalarFixture : AddScalarFixture |
| 381 | { |
| 382 | AddInvalidScalarFixture() : AddScalarFixture("6") { } |
| 383 | }; |
| 384 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 385 | TEST_CASE_FIXTURE(AddValidFixture, "ValidAddTest") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 386 | { |
| 387 | RunTest<4>({{"Input0", {1.0f, 2.0f, -3.0f, -4.0f}}, |
| 388 | {"Input1", {1.0f, 2.0f, 3.0, 4.0f}}}, {{"Output", {2.0, 4.0, 0, 0.0}}}); |
| 389 | } |
| 390 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 391 | TEST_CASE_FIXTURE(AddInvalidFixture, "IncorrectDataTypeAdd") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 392 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 393 | CHECK_THROWS_AS(Setup(), armnn::ParseException); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 394 | } |
| 395 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 396 | TEST_CASE_FIXTURE(AddInvalidBroadcastFixture, "InvalidBroadcastAdd") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 397 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 398 | CHECK_THROWS_AS(Setup(), armnn::ParseException); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 399 | } |
| 400 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 401 | TEST_CASE_FIXTURE(AddValidBroadcastFixture, "ValidBroadcastAdd") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 402 | { |
| 403 | RunTest<4>({{"Input0", {1.0f, 2.0f, -3.0f, -4.0f}}, |
| 404 | {"Input1", {1.0f, 2.0f, 3.0, 4.0f}}}, {{"Output", {2.0, 4.0, 0, 0.0}}}); |
| 405 | } |
| 406 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 407 | TEST_CASE_FIXTURE(AddValidScalarFixture, "ValidAddScalarTest") |
Ryan OShea | 337c17f | 2020-02-21 12:33:17 +0000 | [diff] [blame] | 408 | { |
| 409 | RunTest<4>({{"Input0", {1.0f, 2.0f, -3.0f, -4.0f}}, |
| 410 | {"Input1", {-8.0f}}}, {{"Output", {-7.0, -6.0, -11.0, -12.0}}}); |
| 411 | } |
| 412 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 413 | TEST_CASE_FIXTURE(AddInvalidScalarFixture, "IncorrectDataTypeAddScalar") |
Ryan OShea | 337c17f | 2020-02-21 12:33:17 +0000 | [diff] [blame] | 414 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 415 | CHECK_THROWS_AS(Setup(), armnn::ParseException); |
Ryan OShea | 337c17f | 2020-02-21 12:33:17 +0000 | [diff] [blame] | 416 | } |
| 417 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 418 | } |