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" |
Narumol Prangnawarat | 4b536e3 | 2021-10-18 12:35:19 +0100 | [diff] [blame] | 8 | #include "OnnxParserTestUtils.hpp" |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 9 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 10 | TEST_SUITE("OnnxParser_Reshape") |
| 11 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 12 | struct ReshapeMainFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 13 | { |
| 14 | ReshapeMainFixture(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: 4 |
| 32 | } |
| 33 | } |
| 34 | } |
| 35 | } |
| 36 | } |
| 37 | input { |
| 38 | name: "Shape" |
| 39 | type { |
| 40 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 41 | elem_type: 7 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 42 | shape { |
| 43 | dim { |
| 44 | dim_value: 2 |
| 45 | } |
| 46 | } |
| 47 | } |
| 48 | } |
| 49 | } |
| 50 | node { |
| 51 | input: "Input" |
| 52 | input: "Shape" |
| 53 | output: "Output" |
| 54 | name: "reshape" |
| 55 | op_type: "Reshape" |
| 56 | |
| 57 | } |
| 58 | initializer { |
| 59 | dims: 2 |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 60 | data_type: 7 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 61 | int64_data: 2 |
| 62 | int64_data: 2 |
| 63 | name: "Shape" |
| 64 | } |
| 65 | output { |
| 66 | name: "Output" |
| 67 | type { |
| 68 | tensor_type { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 69 | elem_type: 1 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 70 | shape { |
| 71 | dim { |
| 72 | dim_value: 2 |
| 73 | } |
| 74 | dim { |
| 75 | dim_value: 2 |
| 76 | } |
| 77 | } |
| 78 | } |
| 79 | } |
| 80 | } |
| 81 | } |
| 82 | opset_import { |
| 83 | version: 7 |
| 84 | })"; |
| 85 | } |
| 86 | }; |
| 87 | |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 88 | struct ReshapeRank4Fixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 89 | { |
| 90 | ReshapeRank4Fixture(const std::string& dataType) |
| 91 | { |
| 92 | m_Prototext = R"( |
| 93 | ir_version: 3 |
| 94 | producer_name: "CNTK" |
| 95 | producer_version: "2.5.1" |
| 96 | domain: "ai.cntk" |
| 97 | model_version: 1 |
| 98 | graph { |
| 99 | name: "CNTKGraph" |
| 100 | input { |
| 101 | name: "Input" |
| 102 | type { |
| 103 | tensor_type { |
| 104 | elem_type: )" + dataType + R"( |
| 105 | shape { |
| 106 | dim { |
| 107 | dim_value: 2 |
| 108 | } |
| 109 | dim { |
| 110 | dim_value: 2 |
| 111 | } |
| 112 | dim { |
| 113 | dim_value: 3 |
| 114 | } |
| 115 | dim { |
| 116 | dim_value: 3 |
| 117 | } |
| 118 | } |
| 119 | } |
| 120 | } |
| 121 | } |
| 122 | input { |
| 123 | name: "Shape" |
| 124 | type { |
| 125 | tensor_type { |
| 126 | elem_type: 7 |
| 127 | shape { |
| 128 | dim { |
| 129 | dim_value: 2 |
| 130 | } |
| 131 | } |
| 132 | } |
| 133 | } |
| 134 | } |
| 135 | node { |
| 136 | input: "Input" |
| 137 | input: "Shape" |
| 138 | output: "Output" |
| 139 | name: "reshape" |
| 140 | op_type: "Reshape" |
| 141 | |
| 142 | } |
| 143 | initializer { |
| 144 | dims: 2 |
| 145 | data_type: 7 |
| 146 | int64_data: 2 |
| 147 | int64_data: 2 |
| 148 | name: "Shape" |
| 149 | } |
| 150 | output { |
| 151 | name: "Output" |
| 152 | type { |
| 153 | tensor_type { |
| 154 | elem_type: 1 |
| 155 | shape { |
| 156 | dim { |
| 157 | dim_value: 6 |
| 158 | } |
| 159 | dim { |
| 160 | dim_value: 6 |
| 161 | } |
| 162 | } |
| 163 | } |
| 164 | } |
| 165 | } |
| 166 | } |
| 167 | opset_import { |
| 168 | version: 7 |
| 169 | })"; |
| 170 | } |
| 171 | }; |
| 172 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 173 | struct ReshapeValidFixture : ReshapeMainFixture |
| 174 | { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 175 | ReshapeValidFixture() : ReshapeMainFixture("1") { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 176 | Setup(); |
| 177 | } |
| 178 | }; |
| 179 | |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 180 | struct ReshapeValidRank4Fixture : ReshapeRank4Fixture |
| 181 | { |
| 182 | ReshapeValidRank4Fixture() : ReshapeRank4Fixture("1") { |
| 183 | Setup(); |
| 184 | } |
| 185 | }; |
| 186 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 187 | struct ReshapeInvalidFixture : ReshapeMainFixture |
| 188 | { |
Matteo Martincigh | 44a7167 | 2018-12-11 13:46:52 +0000 | [diff] [blame] | 189 | ReshapeInvalidFixture() : ReshapeMainFixture("10") { } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 190 | }; |
| 191 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 192 | TEST_CASE_FIXTURE(ReshapeValidFixture, "ValidReshapeTest") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 193 | { |
| 194 | RunTest<2>({{"Input", { 0.0f, 1.0f, 2.0f, 3.0f }}}, {{"Output", { 0.0f, 1.0f, 2.0f, 3.0f }}}); |
| 195 | } |
| 196 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 197 | TEST_CASE_FIXTURE(ReshapeValidRank4Fixture, "ValidRank4ReshapeTest") |
Ryan OShea | ed27ee7 | 2020-04-22 16:37:29 +0100 | [diff] [blame] | 198 | { |
| 199 | RunTest<2>( |
| 200 | {{"Input", |
| 201 | {1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 202 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 203 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f}}}, |
| 204 | {{"Output", |
| 205 | {1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 206 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, |
| 207 | 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f, 1.0f, 2.0f, 3.0f, 4.0f}}}); |
| 208 | } |
| 209 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 210 | TEST_CASE_FIXTURE(ReshapeInvalidFixture, "IncorrectDataTypeReshape") |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 211 | { |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 212 | CHECK_THROWS_AS(Setup(), armnn::ParseException); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 213 | } |
| 214 | |
Narumol Prangnawarat | 4b536e3 | 2021-10-18 12:35:19 +0100 | [diff] [blame] | 215 | struct ReshapeNegativeReshapeFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 216 | { |
| 217 | ReshapeNegativeReshapeFixture(const std::vector<int>& inputShape, |
| 218 | const std::vector<int>& shapeInputShape, |
| 219 | const std::vector<int>& outputShape, |
| 220 | const std::string& shape) |
| 221 | { |
| 222 | m_Prototext = R"( |
| 223 | ir_version: 3 |
| 224 | producer_name: "onnx-example" |
| 225 | graph { |
| 226 | name: "ReshapeGrapn" |
| 227 | input { |
| 228 | name: "Input" |
| 229 | type { |
| 230 | tensor_type { |
| 231 | elem_type: 1 |
| 232 | shape { |
| 233 | )" + armnnUtils::ConstructTensorShapeString(inputShape) + R"( |
| 234 | } |
| 235 | } |
| 236 | } |
| 237 | } |
| 238 | input { |
| 239 | name: "Shape" |
| 240 | type { |
| 241 | tensor_type { |
| 242 | elem_type: 7 |
| 243 | shape { |
| 244 | )" + armnnUtils::ConstructTensorShapeString(shapeInputShape) + R"( |
| 245 | } |
| 246 | } |
| 247 | } |
| 248 | } |
| 249 | node { |
| 250 | input: "Input" |
| 251 | input: "Shape" |
| 252 | output: "Output" |
| 253 | name: "reshape" |
| 254 | op_type: "Reshape" |
| 255 | } |
| 256 | initializer { |
| 257 | dims: 2 |
| 258 | data_type: 7 |
| 259 | )" + shape + R"( |
| 260 | name: "Shape" |
| 261 | } |
| 262 | output { |
| 263 | name: "Output" |
| 264 | type { |
| 265 | tensor_type { |
| 266 | elem_type: 1 |
| 267 | shape { |
| 268 | )" + armnnUtils::ConstructTensorShapeString(outputShape) + R"( |
| 269 | } |
| 270 | } |
| 271 | } |
| 272 | } |
| 273 | } |
| 274 | opset_import { |
| 275 | version: 7 |
| 276 | })"; |
| 277 | } |
| 278 | }; |
| 279 | |
| 280 | struct ReshapeNegativeReshape1DFixture : ReshapeNegativeReshapeFixture |
| 281 | { |
| 282 | ReshapeNegativeReshape1DFixture() : ReshapeNegativeReshapeFixture({ 1, 3, 1, 2 }, { 1 }, { 6 }, "int64_data: -1") |
| 283 | { |
| 284 | Setup(); |
| 285 | } |
| 286 | }; |
| 287 | |
| 288 | struct ReshapeNegativeReshape2DFixture : ReshapeNegativeReshapeFixture |
| 289 | { |
| 290 | ReshapeNegativeReshape2DFixture() : ReshapeNegativeReshapeFixture({ 2, 3, 1, 2 }, |
| 291 | { 2 }, |
| 292 | { 2, 6 }, |
| 293 | "int64_data: -1 int64_data: 6") |
| 294 | { |
| 295 | Setup(); |
| 296 | } |
| 297 | }; |
| 298 | |
| 299 | struct ReshapeNegativeReshape3DFixture : ReshapeNegativeReshapeFixture |
| 300 | { |
| 301 | ReshapeNegativeReshape3DFixture() : ReshapeNegativeReshapeFixture({ 2, 3, 1, 2 }, |
| 302 | { 3 }, |
| 303 | { 3, 1, 4 }, |
| 304 | "int64_data: 3 int64_data: -1 int64_data: 4") |
| 305 | { |
| 306 | Setup(); |
| 307 | } |
| 308 | }; |
| 309 | |
| 310 | struct ReshapeNegativeReshape4DFixture : ReshapeNegativeReshapeFixture |
| 311 | { |
| 312 | ReshapeNegativeReshape4DFixture() : ReshapeNegativeReshapeFixture( |
| 313 | { 2, 3, 1, 2 }, |
| 314 | { 4 }, |
| 315 | { 3, 1, 2, 2 }, |
| 316 | "int64_data: 3 int64_data: 1 int64_data: 2 int64_data: -1") |
| 317 | { |
| 318 | Setup(); |
| 319 | } |
| 320 | }; |
| 321 | |
| 322 | TEST_CASE_FIXTURE(ReshapeNegativeReshape1DFixture, "ReshapeNegativeReshape1DTest") |
| 323 | { |
| 324 | RunTest<1, float>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, |
| 325 | {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}); |
| 326 | } |
| 327 | |
| 328 | TEST_CASE_FIXTURE(ReshapeNegativeReshape2DFixture, "ReshapeNegativeReshape2DTest") |
| 329 | { |
| 330 | RunTest<2, float>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 331 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}}, |
| 332 | {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 333 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}}); |
| 334 | } |
| 335 | |
| 336 | TEST_CASE_FIXTURE(ReshapeNegativeReshape3DFixture, "ReshapeNegativeReshape3DTest") |
| 337 | { |
| 338 | RunTest<3, float>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 339 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}}, |
| 340 | {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 341 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}}); |
| 342 | } |
| 343 | |
| 344 | TEST_CASE_FIXTURE(ReshapeNegativeReshape4DFixture, "ReshapeNegativeReshape4DTest") |
| 345 | { |
| 346 | RunTest<4, float>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 347 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}}, |
| 348 | {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 349 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f }}}); |
| 350 | } |
| 351 | |
| 352 | struct ReshapeNonConstShapeFixture : public armnnUtils::ParserPrototxtFixture<armnnOnnxParser::IOnnxParser> |
| 353 | { |
| 354 | ReshapeNonConstShapeFixture(const std::vector<int>& inputShape, |
| 355 | const std::vector<int>& shapeInputShape, |
| 356 | const std::vector<int>& outputShape) |
| 357 | { |
| 358 | m_Prototext = R"( |
| 359 | ir_version: 3 |
| 360 | producer_name: "onnx-example" |
| 361 | graph { |
| 362 | name: "ReshapeGrapn" |
| 363 | input { |
| 364 | name: "Input" |
| 365 | type { |
| 366 | tensor_type { |
| 367 | elem_type: 1 |
| 368 | shape { |
| 369 | )" + armnnUtils::ConstructTensorShapeString(inputShape) + R"( |
| 370 | } |
| 371 | } |
| 372 | } |
| 373 | } |
| 374 | input { |
| 375 | name: "Shape" |
| 376 | type { |
| 377 | tensor_type { |
| 378 | elem_type: 7 |
| 379 | shape { |
| 380 | )" + armnnUtils::ConstructTensorShapeString(shapeInputShape) + R"( |
| 381 | } |
| 382 | } |
| 383 | } |
| 384 | } |
| 385 | node { |
| 386 | input: "Input" |
| 387 | input: "Shape" |
| 388 | output: "Output" |
| 389 | name: "reshape" |
| 390 | op_type: "Reshape" |
| 391 | } |
| 392 | output { |
| 393 | name: "Output" |
| 394 | type { |
| 395 | tensor_type { |
| 396 | elem_type: 1 |
| 397 | shape { |
| 398 | )" + armnnUtils::ConstructTensorShapeString(outputShape) + R"( |
| 399 | } |
| 400 | } |
| 401 | } |
| 402 | } |
| 403 | } |
| 404 | opset_import { |
| 405 | version: 7 |
| 406 | })"; |
| 407 | } |
| 408 | }; |
| 409 | |
| 410 | struct ReshapeNonConst1DShapeFixture : ReshapeNonConstShapeFixture |
| 411 | { |
| 412 | ReshapeNonConst1DShapeFixture() : ReshapeNonConstShapeFixture({ 1, 3, 1, 2 }, { 1 }, { 6 }) |
| 413 | { |
| 414 | Setup(); |
| 415 | } |
| 416 | }; |
| 417 | |
| 418 | struct ReshapeNonConst2DShapeFixture : ReshapeNonConstShapeFixture |
| 419 | { |
| 420 | ReshapeNonConst2DShapeFixture() : ReshapeNonConstShapeFixture({ 2, 3, 2, 2 }, { 2 }, { 2, 12 }) |
| 421 | { |
| 422 | Setup(); |
| 423 | } |
| 424 | }; |
| 425 | |
| 426 | struct ReshapeInvalidNonConstShapeFixture : ReshapeNonConstShapeFixture |
| 427 | { |
| 428 | ReshapeInvalidNonConstShapeFixture() : ReshapeNonConstShapeFixture({ 2, 3, 2, 2 }, { 3 }, { 2, 3, 4 }) |
| 429 | { |
| 430 | } |
| 431 | }; |
| 432 | |
| 433 | struct ReshapeInvalidDimNonConstShapeFixture : ReshapeNonConstShapeFixture |
| 434 | { |
| 435 | ReshapeInvalidDimNonConstShapeFixture() : ReshapeNonConstShapeFixture({ 2, 3, 2, 2 }, { 1, 2 }, { 2, 3, 4 }) |
| 436 | { |
| 437 | } |
| 438 | }; |
| 439 | |
| 440 | TEST_CASE_FIXTURE(ReshapeNonConst1DShapeFixture, "ReshapeNonConst1DShapeTest") |
| 441 | { |
| 442 | RunTest<1, float>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}, |
| 443 | {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f }}}); |
| 444 | } |
| 445 | |
| 446 | TEST_CASE_FIXTURE(ReshapeNonConst2DShapeFixture, "ReshapeNonConst2DShapeTest") |
| 447 | { |
| 448 | RunTest<2, float>({{"Input", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 449 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 450 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 451 | 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }}}, |
| 452 | {{"Output", { 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, |
| 453 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, |
| 454 | 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, 18.0f, |
| 455 | 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }}}); |
| 456 | } |
| 457 | |
| 458 | TEST_CASE_FIXTURE(ReshapeInvalidNonConstShapeFixture, "ReshapeInvalidNonConstShapeTest") |
| 459 | { |
| 460 | CHECK_THROWS_AS(Setup(), armnn::ParseException); |
| 461 | } |
| 462 | |
| 463 | TEST_CASE_FIXTURE(ReshapeInvalidDimNonConstShapeFixture, "ReshapeInvalidDimNonConstShapeTest") |
| 464 | { |
| 465 | CHECK_THROWS_AS(Setup(), armnn::ParseException); |
| 466 | } |
| 467 | |
Sadik Armagan | 1625efc | 2021-06-10 18:24:34 +0100 | [diff] [blame] | 468 | } |