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 | |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +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_Flatter") |
| 10 | { |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 11 | struct FlattenMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 12 | { |
| 13 | FlattenMainFixture(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: "Input" |
| 25 | type { |
| 26 | tensor_type { |
| 27 | elem_type: )" + dataType + R"( |
| 28 | shape { |
| 29 | dim { |
| 30 | dim_value: 2 |
| 31 | } |
| 32 | dim { |
| 33 | dim_value: 2 |
| 34 | } |
| 35 | dim { |
| 36 | dim_value: 3 |
| 37 | } |
| 38 | dim { |
| 39 | dim_value: 3 |
| 40 | } |
| 41 | } |
| 42 | } |
| 43 | } |
| 44 | } |
| 45 | node { |
| 46 | input: "Input" |
| 47 | output: "Output" |
| 48 | name: "flatten" |
| 49 | op_type: "Flatten" |
| 50 | attribute { |
| 51 | name: "axis" |
| 52 | i: 2 |
| 53 | type: INT |
| 54 | } |
| 55 | } |
| 56 | output { |
| 57 | name: "Output" |
| 58 | type { |
| 59 | tensor_type { |
| 60 | elem_type: 1 |
| 61 | shape { |
| 62 | dim { |
| 63 | dim_value: 4 |
| 64 | } |
| 65 | dim { |
| 66 | dim_value: 9 |
| 67 | } |
| 68 | } |
| 69 | } |
| 70 | } |
| 71 | } |
| 72 | } |
| 73 | opset_import { |
| 74 | version: 7 |
| 75 | })"; |
| 76 | } |
| 77 | }; |
| 78 | |
| 79 | struct FlattenDefaultAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 80 | { |
| 81 | FlattenDefaultAxisFixture(const std::string& dataType) |
| 82 | { |
| 83 | m_Prototext = R"( |
| 84 | ir_version: 3 |
| 85 | producer_name: "CNTK" |
| 86 | producer_version: "2.5.1" |
| 87 | domain: "ai.cntk" |
| 88 | model_version: 1 |
| 89 | graph { |
| 90 | name: "CNTKGraph" |
| 91 | input { |
| 92 | name: "Input" |
| 93 | type { |
| 94 | tensor_type { |
| 95 | elem_type: )" + dataType + R"( |
| 96 | shape { |
| 97 | dim { |
| 98 | dim_value: 2 |
| 99 | } |
| 100 | dim { |
| 101 | dim_value: 2 |
| 102 | } |
| 103 | dim { |
| 104 | dim_value: 3 |
| 105 | } |
| 106 | dim { |
| 107 | dim_value: 3 |
| 108 | } |
| 109 | } |
| 110 | } |
| 111 | } |
| 112 | } |
| 113 | node { |
| 114 | input: "Input" |
| 115 | output: "Output" |
| 116 | name: "flatten" |
| 117 | op_type: "Flatten" |
| 118 | } |
| 119 | output { |
| 120 | name: "Output" |
| 121 | type { |
| 122 | tensor_type { |
| 123 | elem_type: 1 |
| 124 | shape { |
| 125 | dim { |
| 126 | dim_value: 2 |
| 127 | } |
| 128 | dim { |
| 129 | dim_value: 18 |
| 130 | } |
| 131 | } |
| 132 | } |
| 133 | } |
| 134 | } |
| 135 | } |
| 136 | opset_import { |
| 137 | version: 7 |
| 138 | })"; |
| 139 | } |
| 140 | }; |
| 141 | |
| 142 | struct FlattenAxisZeroFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 143 | { |
| 144 | FlattenAxisZeroFixture(const std::string& dataType) |
| 145 | { |
| 146 | m_Prototext = R"( |
| 147 | ir_version: 3 |
| 148 | producer_name: "CNTK" |
| 149 | producer_version: "2.5.1" |
| 150 | domain: "ai.cntk" |
| 151 | model_version: 1 |
| 152 | graph { |
| 153 | name: "CNTKGraph" |
| 154 | input { |
| 155 | name: "Input" |
| 156 | type { |
| 157 | tensor_type { |
| 158 | elem_type: )" + dataType + R"( |
| 159 | shape { |
| 160 | dim { |
| 161 | dim_value: 2 |
| 162 | } |
| 163 | dim { |
| 164 | dim_value: 2 |
| 165 | } |
| 166 | dim { |
| 167 | dim_value: 3 |
| 168 | } |
| 169 | dim { |
| 170 | dim_value: 3 |
| 171 | } |
| 172 | } |
| 173 | } |
| 174 | } |
| 175 | } |
| 176 | node { |
| 177 | input: "Input" |
| 178 | output: "Output" |
| 179 | name: "flatten" |
| 180 | op_type: "Flatten" |
| 181 | attribute { |
| 182 | name: "axis" |
| 183 | i: 0 |
| 184 | type: INT |
| 185 | } |
| 186 | } |
| 187 | output { |
| 188 | name: "Output" |
| 189 | type { |
| 190 | tensor_type { |
| 191 | elem_type: 1 |
| 192 | shape { |
| 193 | dim { |
| 194 | dim_value: 1 |
| 195 | } |
| 196 | dim { |
| 197 | dim_value: 36 |
| 198 | } |
| 199 | } |
| 200 | } |
| 201 | } |
| 202 | } |
| 203 | } |
| 204 | opset_import { |
| 205 | version: 7 |
| 206 | })"; |
| 207 | } |
| 208 | }; |
| 209 | |
| 210 | struct FlattenNegativeAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 211 | { |
| 212 | FlattenNegativeAxisFixture(const std::string& dataType) |
| 213 | { |
| 214 | m_Prototext = R"( |
| 215 | ir_version: 3 |
| 216 | producer_name: "CNTK" |
| 217 | producer_version: "2.5.1" |
| 218 | domain: "ai.cntk" |
| 219 | model_version: 1 |
| 220 | graph { |
| 221 | name: "CNTKGraph" |
| 222 | input { |
| 223 | name: "Input" |
| 224 | type { |
| 225 | tensor_type { |
| 226 | elem_type: )" + dataType + R"( |
| 227 | shape { |
| 228 | dim { |
| 229 | dim_value: 2 |
| 230 | } |
| 231 | dim { |
| 232 | dim_value: 2 |
| 233 | } |
| 234 | dim { |
| 235 | dim_value: 3 |
| 236 | } |
| 237 | dim { |
| 238 | dim_value: 3 |
| 239 | } |
| 240 | } |
| 241 | } |
| 242 | } |
| 243 | } |
| 244 | node { |
| 245 | input: "Input" |
| 246 | output: "Output" |
| 247 | name: "flatten" |
| 248 | op_type: "Flatten" |
| 249 | attribute { |
| 250 | name: "axis" |
| 251 | i: -1 |
| 252 | type: INT |
| 253 | } |
| 254 | } |
| 255 | output { |
| 256 | name: "Output" |
| 257 | type { |
| 258 | tensor_type { |
| 259 | elem_type: 1 |
| 260 | shape { |
| 261 | dim { |
| 262 | dim_value: 12 |
| 263 | } |
| 264 | dim { |
| 265 | dim_value: 3 |
| 266 | } |
| 267 | } |
| 268 | } |
| 269 | } |
| 270 | } |
| 271 | } |
| 272 | opset_import { |
| 273 | version: 7 |
| 274 | })"; |
| 275 | } |
| 276 | }; |
| 277 | |
| 278 | struct FlattenInvalidNegativeAxisFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 279 | { |
| 280 | FlattenInvalidNegativeAxisFixture(const std::string& dataType) |
| 281 | { |
| 282 | m_Prototext = R"( |
| 283 | ir_version: 3 |
| 284 | producer_name: "CNTK" |
| 285 | producer_version: "2.5.1" |
| 286 | domain: "ai.cntk" |
| 287 | model_version: 1 |
| 288 | graph { |
| 289 | name: "CNTKGraph" |
| 290 | input { |
| 291 | name: "Input" |
| 292 | type { |
| 293 | tensor_type { |
| 294 | elem_type: )" + dataType + R"( |
| 295 | shape { |
| 296 | dim { |
| 297 | dim_value: 2 |
| 298 | } |
| 299 | dim { |
| 300 | dim_value: 2 |
| 301 | } |
| 302 | dim { |
| 303 | dim_value: 3 |
| 304 | } |
| 305 | dim { |
| 306 | dim_value: 3 |
| 307 | } |
| 308 | } |
| 309 | } |
| 310 | } |
| 311 | } |
| 312 | node { |
| 313 | input: "Input" |
| 314 | output: "Output" |
| 315 | name: "flatten" |
| 316 | op_type: "Flatten" |
| 317 | attribute { |
| 318 | name: "axis" |
| 319 | i: -5 |
| 320 | type: INT |
| 321 | } |
| 322 | } |
| 323 | output { |
| 324 | name: "Output" |
| 325 | type { |
| 326 | tensor_type { |
| 327 | elem_type: 1 |
| 328 | shape { |
| 329 | dim { |
| 330 | dim_value: 12 |
| 331 | } |
| 332 | dim { |
| 333 | dim_value: 3 |
| 334 | } |
| 335 | } |
| 336 | } |
| 337 | } |
| 338 | } |
| 339 | } |
| 340 | opset_import { |
| 341 | version: 7 |
| 342 | })"; |
| 343 | } |
| 344 | }; |
| 345 | |
| 346 | struct FlattenValidFixture : FlattenMainFixture |
| 347 | { |
| 348 | FlattenValidFixture() : FlattenMainFixture("1") { |
| 349 | Setup(); |
| 350 | } |
| 351 | }; |
| 352 | |
| 353 | struct FlattenDefaultValidFixture : FlattenDefaultAxisFixture |
| 354 | { |
| 355 | FlattenDefaultValidFixture() : FlattenDefaultAxisFixture("1") { |
| 356 | Setup(); |
| 357 | } |
| 358 | }; |
| 359 | |
| 360 | struct FlattenAxisZeroValidFixture : FlattenAxisZeroFixture |
| 361 | { |
| 362 | FlattenAxisZeroValidFixture() : FlattenAxisZeroFixture("1") { |
| 363 | Setup(); |
| 364 | } |
| 365 | }; |
| 366 | |
| 367 | struct FlattenNegativeAxisValidFixture : FlattenNegativeAxisFixture |
| 368 | { |
| 369 | FlattenNegativeAxisValidFixture() : FlattenNegativeAxisFixture("1") { |
| 370 | Setup(); |
| 371 | } |
| 372 | }; |
| 373 | |
| 374 | struct FlattenInvalidFixture : FlattenMainFixture |
| 375 | { |
| 376 | FlattenInvalidFixture() : FlattenMainFixture("10") { } |
| 377 | }; |
| 378 | |
| 379 | struct FlattenInvalidAxisFixture : FlattenInvalidNegativeAxisFixture |
| 380 | { |
| 381 | FlattenInvalidAxisFixture() : FlattenInvalidNegativeAxisFixture("1") { } |
| 382 | }; |
| 383 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 384 | TEST_CASE_FIXTURE(FlattenValidFixture, "ValidFlattenTest") |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 385 | { |
| 386 | RunTest<2>({{"Input", |
| 387 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 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 | {{"Output", |
| 391 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 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 | } |
| 395 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 396 | TEST_CASE_FIXTURE(FlattenDefaultValidFixture, "ValidFlattenDefaultTest") |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 397 | { |
| 398 | RunTest<2>({{"Input", |
| 399 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 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 | {{"Output", |
| 403 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 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 | } |
| 407 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 408 | TEST_CASE_FIXTURE(FlattenAxisZeroValidFixture, "ValidFlattenAxisZeroTest") |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 409 | { |
| 410 | RunTest<2>({{"Input", |
| 411 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 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 | {{"Output", |
| 415 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 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 | } |
| 419 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 420 | TEST_CASE_FIXTURE(FlattenNegativeAxisValidFixture, "ValidFlattenNegativeAxisTest") |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 421 | { |
| 422 | RunTest<2>({{"Input", |
| 423 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 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 | {{"Output", |
| 427 | { 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 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 | } |
| 431 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 432 | TEST_CASE_FIXTURE(FlattenInvalidFixture, "IncorrectDataTypeFlatten") |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 433 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 434 | CHECK_THROWS_AS(Setup(), armnn::ParseException); |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 435 | } |
| 436 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 437 | TEST_CASE_FIXTURE(FlattenInvalidAxisFixture, "IncorrectAxisFlatten") |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 438 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 439 | CHECK_THROWS_AS(Setup(), armnn::ParseException); |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 440 | } |
| 441 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 442 | } |