Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2020 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include <boost/test/unit_test.hpp> |
| 7 | #include "armnnOnnxParser/IOnnxParser.hpp" |
| 8 | #include "ParserPrototxtFixture.hpp" |
| 9 | |
| 10 | BOOST_AUTO_TEST_SUITE(OnnxParser) |
| 11 | |
| 12 | struct FlattenMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 13 | { |
| 14 | FlattenMainFixture(const std::string& dataType) |
| 15 | { |
| 16 | m_Prototext = R"( |
| 17 | ir_version: 3 |
| 18 | producer_name: "CNTK" |
| 19 | producer_version: "2.5.1" |
| 20 | domain: "ai.cntk" |
| 21 | model_version: 1 |
| 22 | graph { |
| 23 | name: "CNTKGraph" |
| 24 | input { |
| 25 | name: "Input" |
| 26 | type { |
| 27 | tensor_type { |
| 28 | elem_type: )" + dataType + R"( |
| 29 | shape { |
| 30 | dim { |
| 31 | dim_value: 2 |
| 32 | } |
| 33 | dim { |
| 34 | dim_value: 2 |
| 35 | } |
| 36 | dim { |
| 37 | dim_value: 3 |
| 38 | } |
| 39 | dim { |
| 40 | dim_value: 3 |
| 41 | } |
| 42 | } |
| 43 | } |
| 44 | } |
| 45 | } |
| 46 | node { |
| 47 | input: "Input" |
| 48 | output: "Output" |
| 49 | name: "flatten" |
| 50 | op_type: "Flatten" |
| 51 | attribute { |
| 52 | name: "axis" |
| 53 | i: 2 |
| 54 | type: INT |
| 55 | } |
| 56 | } |
| 57 | output { |
| 58 | name: "Output" |
| 59 | type { |
| 60 | tensor_type { |
| 61 | elem_type: 1 |
| 62 | shape { |
| 63 | dim { |
| 64 | dim_value: 4 |
| 65 | } |
| 66 | dim { |
| 67 | dim_value: 9 |
| 68 | } |
| 69 | } |
| 70 | } |
| 71 | } |
| 72 | } |
| 73 | } |
| 74 | opset_import { |
| 75 | version: 7 |
| 76 | })"; |
| 77 | } |
| 78 | }; |
| 79 | |
| 80 | struct FlattenDefaultAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 81 | { |
| 82 | FlattenDefaultAxisFixture(const std::string& dataType) |
| 83 | { |
| 84 | m_Prototext = R"( |
| 85 | ir_version: 3 |
| 86 | producer_name: "CNTK" |
| 87 | producer_version: "2.5.1" |
| 88 | domain: "ai.cntk" |
| 89 | model_version: 1 |
| 90 | graph { |
| 91 | name: "CNTKGraph" |
| 92 | input { |
| 93 | name: "Input" |
| 94 | type { |
| 95 | tensor_type { |
| 96 | elem_type: )" + dataType + R"( |
| 97 | shape { |
| 98 | dim { |
| 99 | dim_value: 2 |
| 100 | } |
| 101 | dim { |
| 102 | dim_value: 2 |
| 103 | } |
| 104 | dim { |
| 105 | dim_value: 3 |
| 106 | } |
| 107 | dim { |
| 108 | dim_value: 3 |
| 109 | } |
| 110 | } |
| 111 | } |
| 112 | } |
| 113 | } |
| 114 | node { |
| 115 | input: "Input" |
| 116 | output: "Output" |
| 117 | name: "flatten" |
| 118 | op_type: "Flatten" |
| 119 | } |
| 120 | output { |
| 121 | name: "Output" |
| 122 | type { |
| 123 | tensor_type { |
| 124 | elem_type: 1 |
| 125 | shape { |
| 126 | dim { |
| 127 | dim_value: 2 |
| 128 | } |
| 129 | dim { |
| 130 | dim_value: 18 |
| 131 | } |
| 132 | } |
| 133 | } |
| 134 | } |
| 135 | } |
| 136 | } |
| 137 | opset_import { |
| 138 | version: 7 |
| 139 | })"; |
| 140 | } |
| 141 | }; |
| 142 | |
| 143 | struct FlattenAxisZeroFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 144 | { |
| 145 | FlattenAxisZeroFixture(const std::string& dataType) |
| 146 | { |
| 147 | m_Prototext = R"( |
| 148 | ir_version: 3 |
| 149 | producer_name: "CNTK" |
| 150 | producer_version: "2.5.1" |
| 151 | domain: "ai.cntk" |
| 152 | model_version: 1 |
| 153 | graph { |
| 154 | name: "CNTKGraph" |
| 155 | input { |
| 156 | name: "Input" |
| 157 | type { |
| 158 | tensor_type { |
| 159 | elem_type: )" + dataType + R"( |
| 160 | shape { |
| 161 | dim { |
| 162 | dim_value: 2 |
| 163 | } |
| 164 | dim { |
| 165 | dim_value: 2 |
| 166 | } |
| 167 | dim { |
| 168 | dim_value: 3 |
| 169 | } |
| 170 | dim { |
| 171 | dim_value: 3 |
| 172 | } |
| 173 | } |
| 174 | } |
| 175 | } |
| 176 | } |
| 177 | node { |
| 178 | input: "Input" |
| 179 | output: "Output" |
| 180 | name: "flatten" |
| 181 | op_type: "Flatten" |
| 182 | attribute { |
| 183 | name: "axis" |
| 184 | i: 0 |
| 185 | type: INT |
| 186 | } |
| 187 | } |
| 188 | output { |
| 189 | name: "Output" |
| 190 | type { |
| 191 | tensor_type { |
| 192 | elem_type: 1 |
| 193 | shape { |
| 194 | dim { |
| 195 | dim_value: 1 |
| 196 | } |
| 197 | dim { |
| 198 | dim_value: 36 |
| 199 | } |
| 200 | } |
| 201 | } |
| 202 | } |
| 203 | } |
| 204 | } |
| 205 | opset_import { |
| 206 | version: 7 |
| 207 | })"; |
| 208 | } |
| 209 | }; |
| 210 | |
| 211 | struct FlattenNegativeAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 212 | { |
| 213 | FlattenNegativeAxisFixture(const std::string& dataType) |
| 214 | { |
| 215 | m_Prototext = R"( |
| 216 | ir_version: 3 |
| 217 | producer_name: "CNTK" |
| 218 | producer_version: "2.5.1" |
| 219 | domain: "ai.cntk" |
| 220 | model_version: 1 |
| 221 | graph { |
| 222 | name: "CNTKGraph" |
| 223 | input { |
| 224 | name: "Input" |
| 225 | type { |
| 226 | tensor_type { |
| 227 | elem_type: )" + dataType + R"( |
| 228 | shape { |
| 229 | dim { |
| 230 | dim_value: 2 |
| 231 | } |
| 232 | dim { |
| 233 | dim_value: 2 |
| 234 | } |
| 235 | dim { |
| 236 | dim_value: 3 |
| 237 | } |
| 238 | dim { |
| 239 | dim_value: 3 |
| 240 | } |
| 241 | } |
| 242 | } |
| 243 | } |
| 244 | } |
| 245 | node { |
| 246 | input: "Input" |
| 247 | output: "Output" |
| 248 | name: "flatten" |
| 249 | op_type: "Flatten" |
| 250 | attribute { |
| 251 | name: "axis" |
| 252 | i: -1 |
| 253 | type: INT |
| 254 | } |
| 255 | } |
| 256 | output { |
| 257 | name: "Output" |
| 258 | type { |
| 259 | tensor_type { |
| 260 | elem_type: 1 |
| 261 | shape { |
| 262 | dim { |
| 263 | dim_value: 12 |
| 264 | } |
| 265 | dim { |
| 266 | dim_value: 3 |
| 267 | } |
| 268 | } |
| 269 | } |
| 270 | } |
| 271 | } |
| 272 | } |
| 273 | opset_import { |
| 274 | version: 7 |
| 275 | })"; |
| 276 | } |
| 277 | }; |
| 278 | |
| 279 | struct FlattenInvalidNegativeAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 280 | { |
| 281 | FlattenInvalidNegativeAxisFixture(const std::string& dataType) |
| 282 | { |
| 283 | m_Prototext = R"( |
| 284 | ir_version: 3 |
| 285 | producer_name: "CNTK" |
| 286 | producer_version: "2.5.1" |
| 287 | domain: "ai.cntk" |
| 288 | model_version: 1 |
| 289 | graph { |
| 290 | name: "CNTKGraph" |
| 291 | input { |
| 292 | name: "Input" |
| 293 | type { |
| 294 | tensor_type { |
| 295 | elem_type: )" + dataType + R"( |
| 296 | shape { |
| 297 | dim { |
| 298 | dim_value: 2 |
| 299 | } |
| 300 | dim { |
| 301 | dim_value: 2 |
| 302 | } |
| 303 | dim { |
| 304 | dim_value: 3 |
| 305 | } |
| 306 | dim { |
| 307 | dim_value: 3 |
| 308 | } |
| 309 | } |
| 310 | } |
| 311 | } |
| 312 | } |
| 313 | node { |
| 314 | input: "Input" |
| 315 | output: "Output" |
| 316 | name: "flatten" |
| 317 | op_type: "Flatten" |
| 318 | attribute { |
| 319 | name: "axis" |
| 320 | i: -5 |
| 321 | type: INT |
| 322 | } |
| 323 | } |
| 324 | output { |
| 325 | name: "Output" |
| 326 | type { |
| 327 | tensor_type { |
| 328 | elem_type: 1 |
| 329 | shape { |
| 330 | dim { |
| 331 | dim_value: 12 |
| 332 | } |
| 333 | dim { |
| 334 | dim_value: 3 |
| 335 | } |
| 336 | } |
| 337 | } |
| 338 | } |
| 339 | } |
| 340 | } |
| 341 | opset_import { |
| 342 | version: 7 |
| 343 | })"; |
| 344 | } |
| 345 | }; |
| 346 | |
| 347 | struct FlattenValidFixture : FlattenMainFixture |
| 348 | { |
| 349 | FlattenValidFixture() : FlattenMainFixture("1") { |
| 350 | Setup(); |
| 351 | } |
| 352 | }; |
| 353 | |
| 354 | struct FlattenDefaultValidFixture : FlattenDefaultAxisFixture |
| 355 | { |
| 356 | FlattenDefaultValidFixture() : FlattenDefaultAxisFixture("1") { |
| 357 | Setup(); |
| 358 | } |
| 359 | }; |
| 360 | |
| 361 | struct FlattenAxisZeroValidFixture : FlattenAxisZeroFixture |
| 362 | { |
| 363 | FlattenAxisZeroValidFixture() : FlattenAxisZeroFixture("1") { |
| 364 | Setup(); |
| 365 | } |
| 366 | }; |
| 367 | |
| 368 | struct FlattenNegativeAxisValidFixture : FlattenNegativeAxisFixture |
| 369 | { |
| 370 | FlattenNegativeAxisValidFixture() : FlattenNegativeAxisFixture("1") { |
| 371 | Setup(); |
| 372 | } |
| 373 | }; |
| 374 | |
| 375 | struct FlattenInvalidFixture : FlattenMainFixture |
| 376 | { |
| 377 | FlattenInvalidFixture() : FlattenMainFixture("10") { } |
| 378 | }; |
| 379 | |
| 380 | struct FlattenInvalidAxisFixture : FlattenInvalidNegativeAxisFixture |
| 381 | { |
| 382 | FlattenInvalidAxisFixture() : FlattenInvalidNegativeAxisFixture("1") { } |
| 383 | }; |
| 384 | |
| 385 | BOOST_FIXTURE_TEST_CASE(ValidFlattenTest, FlattenValidFixture) |
| 386 | { |
| 387 | RunTest<2>({{"Input", |
| 388 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 389 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 390 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| 391 | {{"Output", |
| 392 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 393 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 394 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| 395 | } |
| 396 | |
| 397 | BOOST_FIXTURE_TEST_CASE(ValidFlattenDefaultTest, FlattenDefaultValidFixture) |
| 398 | { |
| 399 | RunTest<2>({{"Input", |
| 400 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 401 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 402 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| 403 | {{"Output", |
| 404 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 405 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 406 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| 407 | } |
| 408 | |
| 409 | BOOST_FIXTURE_TEST_CASE(ValidFlattenAxisZeroTest, FlattenAxisZeroValidFixture) |
| 410 | { |
| 411 | RunTest<2>({{"Input", |
| 412 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 413 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 414 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| 415 | {{"Output", |
| 416 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 417 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 418 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| 419 | } |
| 420 | |
| 421 | BOOST_FIXTURE_TEST_CASE(ValidFlattenNegativeAxisTest, FlattenNegativeAxisValidFixture) |
| 422 | { |
| 423 | RunTest<2>({{"Input", |
| 424 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 425 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 426 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}, |
| 427 | {{"Output", |
| 428 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 429 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 430 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f }}}); |
| 431 | } |
| 432 | |
| 433 | BOOST_FIXTURE_TEST_CASE(IncorrectDataTypeFlatten, FlattenInvalidFixture) |
| 434 | { |
| 435 | BOOST_CHECK_THROW(Setup(), armnn::ParseException); |
| 436 | } |
| 437 | |
| 438 | BOOST_FIXTURE_TEST_CASE(IncorrectAxisFlatten, FlattenInvalidAxisFixture) |
| 439 | { |
| 440 | BOOST_CHECK_THROW(Setup(), armnn::ParseException); |
| 441 | } |
| 442 | |
| 443 | BOOST_AUTO_TEST_SUITE_END() |