Cathal Corbett | d2f7323 | 2021-12-10 13:38:52 +0000 | [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 | |
| 8 | |
| 9 | TEST_SUITE("TensorflowLiteParser_Reshape_Dynamic") |
| 10 | { |
| 11 | struct ReshapeDynamicFixture1 : public ParserFlatbuffersFixture |
| 12 | { |
| 13 | explicit ReshapeDynamicFixture1() |
| 14 | { |
| 15 | m_JsonString = R"( |
| 16 | { |
| 17 | "version": 3, |
| 18 | "operator_codes": [ |
| 19 | { |
| 20 | "deprecated_builtin_code": 77, |
| 21 | "version": 1, |
| 22 | "builtin_code": "ADD" |
| 23 | }, |
| 24 | { |
| 25 | "deprecated_builtin_code": 22, |
| 26 | "version": 1, |
| 27 | "builtin_code": "ADD" |
| 28 | } |
| 29 | ], |
| 30 | "subgraphs": [ |
| 31 | { |
| 32 | "tensors": [ |
| 33 | { |
| 34 | "shape": [ |
| 35 | 2, |
| 36 | 5 |
| 37 | ], |
| 38 | "type": "FLOAT32", |
| 39 | "buffer": 1, |
| 40 | "name": "input_33", |
| 41 | "quantization": { |
| 42 | "details_type": "NONE", |
| 43 | "quantized_dimension": 0 |
| 44 | }, |
| 45 | "is_variable": false, |
| 46 | "shape_signature": [ |
| 47 | -1, |
| 48 | 10 |
| 49 | ] |
| 50 | }, |
| 51 | { |
| 52 | "shape": [ |
| 53 | 2 |
| 54 | ], |
| 55 | "type": "INT32", |
| 56 | "buffer": 2, |
| 57 | "name": "functional_15/tf_op_layer_Shape_9/Shape_9", |
| 58 | "quantization": { |
| 59 | "details_type": "NONE", |
| 60 | "quantized_dimension": 0 |
| 61 | }, |
| 62 | "is_variable": false |
| 63 | }, |
| 64 | { |
| 65 | "shape": [ |
| 66 | 2, |
| 67 | 5 |
| 68 | ], |
| 69 | "type": "FLOAT32", |
| 70 | "buffer": 3, |
| 71 | "name": "Identity", |
| 72 | "quantization": { |
| 73 | "details_type": "NONE", |
| 74 | "quantized_dimension": 0 |
| 75 | }, |
| 76 | "is_variable": false, |
| 77 | "shape_signature": [ |
| 78 | -1, |
| 79 | 5 |
| 80 | ] |
| 81 | } |
| 82 | ], |
| 83 | "inputs": [ |
| 84 | 0 |
| 85 | ], |
| 86 | "outputs": [ |
| 87 | 2 |
| 88 | ], |
| 89 | "operators": [ |
| 90 | { |
| 91 | "opcode_index": 0, |
| 92 | "inputs": [ |
| 93 | 0 |
| 94 | ], |
| 95 | "outputs": [ |
| 96 | 1 |
| 97 | ], |
| 98 | "builtin_options_type": "ShapeOptions", |
| 99 | "builtin_options": { |
| 100 | "out_type": "INT32" |
| 101 | }, |
| 102 | "custom_options_format": "FLEXBUFFERS" |
| 103 | }, |
| 104 | { |
| 105 | "opcode_index": 1, |
| 106 | "inputs": [ |
| 107 | 0, |
| 108 | 1 |
| 109 | ], |
| 110 | "outputs": [ |
| 111 | 2 |
| 112 | ], |
| 113 | "builtin_options_type": "NONE", |
| 114 | "custom_options_format": "FLEXBUFFERS" |
| 115 | } |
| 116 | ], |
| 117 | "name": "main" |
| 118 | } |
| 119 | ], |
| 120 | "description": "MLIR Converted.", |
| 121 | "buffers": [ |
| 122 | { |
| 123 | }, |
| 124 | { |
| 125 | }, |
| 126 | { |
| 127 | }, |
| 128 | { |
| 129 | }, |
| 130 | { |
| 131 | "data": [ |
| 132 | 49, |
| 133 | 46, |
| 134 | 49, |
| 135 | 48, |
| 136 | 46, |
| 137 | 48, |
| 138 | 0, |
| 139 | 0, |
| 140 | 0, |
| 141 | 0, |
| 142 | 0, |
| 143 | 0, |
| 144 | 0, |
| 145 | 0, |
| 146 | 0, |
| 147 | 0 |
| 148 | ] |
| 149 | } |
| 150 | ], |
| 151 | "metadata": [ |
| 152 | { |
| 153 | "name": "min_runtime_version", |
| 154 | "buffer": 4 |
| 155 | } |
| 156 | ] |
| 157 | } |
| 158 | )"; |
| 159 | |
| 160 | } |
| 161 | }; |
| 162 | |
| 163 | // ParseReshape test case: reshapeShapes[0] == 2 |
| 164 | TEST_CASE_FIXTURE(ReshapeDynamicFixture1, "ParseReshapeDynamic1") |
| 165 | { |
| 166 | SetupSingleInputSingleOutput("input_33", "Identity"); |
| 167 | RunTest<2, armnn::DataType::Float32>(0, |
| 168 | { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 }, |
| 169 | { 1, 2, 3, 4, 5, |
| 170 | 6, 7, 8, 9, 10 }); |
| 171 | |
| 172 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "Identity").second.GetShape() |
| 173 | == armnn::TensorShape({2,5}))); |
| 174 | } |
| 175 | |
| 176 | struct ReshapeDynamicFixture2 : public ParserFlatbuffersFixture |
| 177 | { |
| 178 | explicit ReshapeDynamicFixture2() |
| 179 | { |
| 180 | m_JsonString = R"( |
| 181 | { |
| 182 | "version": 3, |
| 183 | "operator_codes": [ |
| 184 | { |
| 185 | "deprecated_builtin_code": 77, |
| 186 | "version": 1, |
| 187 | "builtin_code": "ADD" |
| 188 | }, |
| 189 | { |
| 190 | "deprecated_builtin_code": 22, |
| 191 | "version": 1, |
| 192 | "builtin_code": "ADD" |
| 193 | } |
| 194 | ], |
| 195 | "subgraphs": [ |
| 196 | { |
| 197 | "tensors": [ |
| 198 | { |
| 199 | "shape": [ |
| 200 | -1, |
| 201 | 10 |
| 202 | ], |
| 203 | "type": "FLOAT32", |
| 204 | "buffer": 1, |
| 205 | "name": "input_33", |
| 206 | "quantization": { |
| 207 | "details_type": "NONE", |
| 208 | "quantized_dimension": 0 |
| 209 | }, |
| 210 | "is_variable": false, |
| 211 | "shape_signature": [ |
| 212 | 2, |
| 213 | 5 |
| 214 | ] |
| 215 | }, |
| 216 | { |
| 217 | "shape": [ |
| 218 | 1 |
| 219 | ], |
| 220 | "type": "INT32", |
| 221 | "buffer": 2, |
| 222 | "name": "functional_15/tf_op_layer_Shape_9/Shape_9", |
| 223 | "quantization": { |
| 224 | "details_type": "NONE", |
| 225 | "quantized_dimension": 0 |
| 226 | }, |
| 227 | "is_variable": false |
| 228 | }, |
| 229 | { |
| 230 | "shape": [ |
| 231 | 10 |
| 232 | ], |
| 233 | "type": "FLOAT32", |
| 234 | "buffer": 3, |
| 235 | "name": "Identity", |
| 236 | "quantization": { |
| 237 | "details_type": "NONE", |
| 238 | "quantized_dimension": 0 |
| 239 | }, |
| 240 | "is_variable": false, |
| 241 | "shape_signature": [ |
| 242 | -1, |
| 243 | 10 |
| 244 | ] |
| 245 | } |
| 246 | ], |
| 247 | "inputs": [ |
| 248 | 0 |
| 249 | ], |
| 250 | "outputs": [ |
| 251 | 2 |
| 252 | ], |
| 253 | "operators": [ |
| 254 | { |
| 255 | "opcode_index": 0, |
| 256 | "inputs": [ |
| 257 | 0 |
| 258 | ], |
| 259 | "outputs": [ |
| 260 | 1 |
| 261 | ], |
| 262 | "builtin_options_type": "ShapeOptions", |
| 263 | "builtin_options": { |
| 264 | "out_type": "INT32" |
| 265 | }, |
| 266 | "custom_options_format": "FLEXBUFFERS" |
| 267 | }, |
| 268 | { |
| 269 | "opcode_index": 1, |
| 270 | "inputs": [ |
| 271 | 0, |
| 272 | 1 |
| 273 | ], |
| 274 | "outputs": [ |
| 275 | 2 |
| 276 | ], |
| 277 | "builtin_options_type": "NONE", |
| 278 | "custom_options_format": "FLEXBUFFERS" |
| 279 | } |
| 280 | ], |
| 281 | "name": "main" |
| 282 | } |
| 283 | ], |
| 284 | "description": "MLIR Converted.", |
| 285 | "buffers": [ |
| 286 | { |
| 287 | }, |
| 288 | { |
| 289 | }, |
| 290 | { |
| 291 | }, |
| 292 | { |
| 293 | }, |
| 294 | { |
| 295 | "data": [ |
| 296 | 49, |
| 297 | 46, |
| 298 | 49, |
| 299 | 48, |
| 300 | 46, |
| 301 | 48, |
| 302 | 0, |
| 303 | 0, |
| 304 | 0, |
| 305 | 0, |
| 306 | 0, |
| 307 | 0, |
| 308 | 0, |
| 309 | 0, |
| 310 | 0, |
| 311 | 0 |
| 312 | ] |
| 313 | } |
| 314 | ], |
| 315 | "metadata": [ |
| 316 | { |
| 317 | "name": "min_runtime_version", |
| 318 | "buffer": 4 |
| 319 | } |
| 320 | ] |
| 321 | } |
| 322 | )"; |
| 323 | |
| 324 | } |
| 325 | }; |
| 326 | |
| 327 | // ParseReshape test case: reshapeShapes[0] == 1 |
| 328 | TEST_CASE_FIXTURE(ReshapeDynamicFixture2, "ParseReshapeDynamic2") |
| 329 | { |
| 330 | SetupSingleInputSingleOutput("input_33", "Identity"); |
| 331 | RunTest<1, armnn::DataType::Float32>(0, |
| 332 | { 1, 2, 3, 4, 5, |
| 333 | 6, 7, 8, 9, 10 }, |
| 334 | { 1, 2, 3, 4, 5, 6, 7, 8 ,9, 10 }); |
| 335 | CHECK((m_Parser->GetNetworkOutputBindingInfo(0, "Identity").second.GetShape() |
| 336 | == armnn::TensorShape({10}))); |
| 337 | } |
| 338 | |
| 339 | struct ReshapeDynamicFixture3 : public ParserFlatbuffersFixture |
| 340 | { |
| 341 | explicit ReshapeDynamicFixture3() |
| 342 | { |
| 343 | m_JsonString = R"( |
| 344 | { |
| 345 | "version": 3, |
| 346 | "operator_codes": [ |
| 347 | { |
| 348 | "deprecated_builtin_code": 77, |
| 349 | "version": 1, |
| 350 | "builtin_code": "ADD" |
| 351 | }, |
| 352 | { |
| 353 | "deprecated_builtin_code": 22, |
| 354 | "version": 1, |
| 355 | "builtin_code": "ADD" |
| 356 | } |
| 357 | ], |
| 358 | "subgraphs": [ |
| 359 | { |
| 360 | "tensors": [ |
| 361 | { |
| 362 | "shape": [ |
| 363 | 1, |
| 364 | 9 |
| 365 | ], |
| 366 | "type": "FLOAT32", |
| 367 | "buffer": 1, |
| 368 | "name": "input_33", |
| 369 | "quantization": { |
| 370 | "details_type": "NONE", |
| 371 | "quantized_dimension": 0 |
| 372 | }, |
| 373 | "is_variable": false, |
| 374 | "shape_signature": [ |
| 375 | -1, |
| 376 | 9 |
| 377 | ] |
| 378 | }, |
| 379 | { |
| 380 | "shape": [ |
| 381 | 3 |
| 382 | ], |
| 383 | "type": "INT32", |
| 384 | "buffer": 2, |
| 385 | "name": "functional_15/tf_op_layer_Shape_9/Shape_9", |
| 386 | "quantization": { |
| 387 | "details_type": "NONE", |
| 388 | "quantized_dimension": 0 |
| 389 | }, |
| 390 | "is_variable": false |
| 391 | }, |
| 392 | { |
| 393 | "shape": [ |
| 394 | 1, |
| 395 | 9 |
| 396 | ], |
| 397 | "type": "FLOAT32", |
| 398 | "buffer": 3, |
| 399 | "name": "Identity", |
| 400 | "quantization": { |
| 401 | "details_type": "NONE", |
| 402 | "quantized_dimension": 0 |
| 403 | }, |
| 404 | "is_variable": false, |
| 405 | "shape_signature": [ |
| 406 | -1, |
| 407 | 9 |
| 408 | ] |
| 409 | } |
| 410 | ], |
| 411 | "inputs": [ |
| 412 | 0 |
| 413 | ], |
| 414 | "outputs": [ |
| 415 | 2 |
| 416 | ], |
| 417 | "operators": [ |
| 418 | { |
| 419 | "opcode_index": 0, |
| 420 | "inputs": [ |
| 421 | 0 |
| 422 | ], |
| 423 | "outputs": [ |
| 424 | 1 |
| 425 | ], |
| 426 | "builtin_options_type": "ShapeOptions", |
| 427 | "builtin_options": { |
| 428 | "out_type": "INT32" |
| 429 | }, |
| 430 | "custom_options_format": "FLEXBUFFERS" |
| 431 | }, |
| 432 | { |
| 433 | "opcode_index": 1, |
| 434 | "inputs": [ |
| 435 | 0, |
| 436 | 1 |
| 437 | ], |
| 438 | "outputs": [ |
| 439 | 2 |
| 440 | ], |
| 441 | "builtin_options_type": "NONE", |
| 442 | "custom_options_format": "FLEXBUFFERS" |
| 443 | } |
| 444 | ], |
| 445 | "name": "main" |
| 446 | } |
| 447 | ], |
| 448 | "description": "MLIR Converted.", |
| 449 | "buffers": [ |
| 450 | { |
| 451 | }, |
| 452 | { |
| 453 | }, |
| 454 | { |
| 455 | }, |
| 456 | { |
| 457 | }, |
| 458 | { |
| 459 | "data": [ |
| 460 | 49, |
| 461 | 46, |
| 462 | 49, |
| 463 | 48, |
| 464 | 46, |
| 465 | 48, |
| 466 | 0, |
| 467 | 0, |
| 468 | 0, |
| 469 | 0, |
| 470 | 0, |
| 471 | 0, |
| 472 | 0, |
| 473 | 0, |
| 474 | 0, |
| 475 | 0 |
| 476 | ] |
| 477 | } |
| 478 | ], |
| 479 | "metadata": [ |
| 480 | { |
| 481 | "name": "min_runtime_version", |
| 482 | "buffer": 4 |
| 483 | } |
| 484 | ] |
| 485 | } |
| 486 | )"; |
| 487 | |
| 488 | } |
| 489 | }; |
| 490 | |
| 491 | // ParseReshape test case: reshapeShapes[0] > 2 |
| 492 | TEST_CASE_FIXTURE(ReshapeDynamicFixture3, "ParseReshapeDynamic3") |
| 493 | { |
| 494 | CHECK_THROWS_AS(SetupSingleInputSingleOutput("input_33", "Identity"), armnn::ParseException); |
| 495 | } |
| 496 | |
| 497 | } |