Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2020 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ComparisonTestHelper.hpp" |
| 7 | |
| 8 | #include <armnn_delegate.hpp> |
| 9 | |
| 10 | #include <flatbuffers/flatbuffers.h> |
| 11 | #include <tensorflow/lite/interpreter.h> |
| 12 | #include <tensorflow/lite/kernels/register.h> |
| 13 | #include <tensorflow/lite/model.h> |
| 14 | #include <tensorflow/lite/schema/schema_generated.h> |
| 15 | #include <tensorflow/lite/version.h> |
| 16 | |
| 17 | #include <doctest/doctest.h> |
| 18 | |
| 19 | namespace armnnDelegate |
| 20 | { |
| 21 | |
| 22 | void EqualFP32Test(std::vector<armnn::BackendId>& backends) |
| 23 | { |
| 24 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 25 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 26 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 27 | |
| 28 | std::vector<float> input0Values = |
| 29 | { |
| 30 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 31 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 32 | }; |
| 33 | |
| 34 | std::vector<float> input1Values = |
| 35 | { |
| 36 | 1.f, 1.f, 1.f, 1.f, 3.f, 3.f, 3.f, 3.f, |
| 37 | 5.f, 5.f, 5.f, 5.f, 4.f, 4.f, 4.f, 4.f |
| 38 | }; |
| 39 | |
| 40 | std::vector<bool> expectedOutputValues = |
| 41 | { |
| 42 | 1, 1, 1, 1, 0, 0, 0, 0, |
| 43 | 0, 0, 0, 0, 1, 1, 1, 1 |
| 44 | }; |
| 45 | |
| 46 | |
| 47 | ComparisonTest<float>(tflite::BuiltinOperator_EQUAL, |
| 48 | ::tflite::TensorType_FLOAT32, |
| 49 | backends, |
| 50 | input0Shape, |
| 51 | input1Shape, |
| 52 | expectedOutputShape, |
| 53 | input0Values, |
| 54 | input1Values, |
| 55 | expectedOutputValues); |
| 56 | } |
| 57 | |
| 58 | void EqualBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 59 | { |
| 60 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 61 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 62 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 63 | |
| 64 | std::vector<float> input0Values |
| 65 | { |
| 66 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 67 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 68 | }; |
| 69 | std::vector<float> input1Values { 4.f, 5.f, 6.f }; |
| 70 | // Set output data |
| 71 | std::vector<bool> expectedOutputValues |
| 72 | { |
| 73 | 0, 0, 0, 1, 1, 1, |
| 74 | 0, 0, 0, 0, 0, 0 |
| 75 | }; |
| 76 | ComparisonTest<float>(tflite::BuiltinOperator_EQUAL, |
| 77 | ::tflite::TensorType_FLOAT32, |
| 78 | backends, |
| 79 | input0Shape, |
| 80 | input1Shape, |
| 81 | expectedOutputShape, |
| 82 | input0Values, |
| 83 | input1Values, |
| 84 | expectedOutputValues); |
| 85 | } |
| 86 | |
| 87 | void EqualInt32Test(std::vector<armnn::BackendId>& backends) |
| 88 | { |
| 89 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 90 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 91 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 92 | |
| 93 | std::vector<int32_t> input0Values = { 1, 5, 6, 4 }; |
| 94 | |
| 95 | std::vector<int32_t> input1Values = { 1, 3, 9, 4 }; |
| 96 | |
| 97 | std::vector<bool> expectedOutputValues = { 1, 0, 0, 1 }; |
| 98 | |
| 99 | ComparisonTest<int32_t>(tflite::BuiltinOperator_EQUAL, |
| 100 | ::tflite::TensorType_INT32, |
| 101 | backends, |
| 102 | input0Shape, |
| 103 | input1Shape, |
| 104 | expectedOutputShape, |
| 105 | input0Values, |
| 106 | input1Values, |
| 107 | expectedOutputValues); |
| 108 | } |
| 109 | |
| 110 | void NotEqualFP32Test(std::vector<armnn::BackendId>& backends) |
| 111 | { |
| 112 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 113 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 114 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 115 | |
| 116 | std::vector<float> input0Values = |
| 117 | { |
| 118 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 119 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 120 | }; |
| 121 | |
| 122 | std::vector<float> input1Values = |
| 123 | { |
| 124 | 1.f, 1.f, 1.f, 1.f, 3.f, 3.f, 3.f, 3.f, |
| 125 | 5.f, 5.f, 5.f, 5.f, 4.f, 4.f, 4.f, 4.f |
| 126 | }; |
| 127 | |
| 128 | std::vector<bool> expectedOutputValues = |
| 129 | { |
| 130 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 131 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 132 | }; |
| 133 | |
| 134 | ComparisonTest<float>(tflite::BuiltinOperator_NOT_EQUAL, |
| 135 | ::tflite::TensorType_FLOAT32, |
| 136 | backends, |
| 137 | input0Shape, |
| 138 | input1Shape, |
| 139 | expectedOutputShape, |
| 140 | input0Values, |
| 141 | input1Values, |
| 142 | expectedOutputValues); |
| 143 | } |
| 144 | |
| 145 | void NotEqualBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 146 | { |
| 147 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 148 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 149 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 150 | |
| 151 | std::vector<float> input0Values |
| 152 | { |
| 153 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 154 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 155 | }; |
| 156 | std::vector<float> input1Values { 4.f, 5.f, 6.f }; |
| 157 | // Set output data |
| 158 | std::vector<bool> expectedOutputValues |
| 159 | { |
| 160 | 1, 1, 1, 0, 0, 0, |
| 161 | 1, 1, 1, 1, 1, 1 |
| 162 | }; |
| 163 | ComparisonTest<float>(tflite::BuiltinOperator_NOT_EQUAL, |
| 164 | ::tflite::TensorType_FLOAT32, |
| 165 | backends, |
| 166 | input0Shape, |
| 167 | input1Shape, |
| 168 | expectedOutputShape, |
| 169 | input0Values, |
| 170 | input1Values, |
| 171 | expectedOutputValues); |
| 172 | } |
| 173 | |
| 174 | void NotEqualInt32Test(std::vector<armnn::BackendId>& backends) |
| 175 | { |
| 176 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 177 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 178 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 179 | |
| 180 | std::vector<int32_t> input0Values = { 1, 5, 6, 4 }; |
| 181 | |
| 182 | std::vector<int32_t> input1Values = { 1, 3, 9, 4 }; |
| 183 | |
| 184 | std::vector<bool> expectedOutputValues = { 0, 1, 1, 0 }; |
| 185 | |
| 186 | ComparisonTest<int32_t>(tflite::BuiltinOperator_NOT_EQUAL, |
| 187 | ::tflite::TensorType_INT32, |
| 188 | backends, |
| 189 | input0Shape, |
| 190 | input1Shape, |
| 191 | expectedOutputShape, |
| 192 | input0Values, |
| 193 | input1Values, |
| 194 | expectedOutputValues); |
| 195 | } |
| 196 | |
| 197 | void GreaterFP32Test(std::vector<armnn::BackendId>& backends) |
| 198 | { |
| 199 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 200 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 201 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 202 | |
| 203 | std::vector<float> input0Values = { 1, 5, 6, 4 }; |
| 204 | |
| 205 | std::vector<float> input1Values = { 1, 3, 9, 4 }; |
| 206 | |
| 207 | std::vector<bool> expectedOutputValues = { 0, 1, 0, 0 }; |
| 208 | |
| 209 | ComparisonTest<float>(tflite::BuiltinOperator_GREATER, |
| 210 | ::tflite::TensorType_FLOAT32, |
| 211 | backends, |
| 212 | input0Shape, |
| 213 | input1Shape, |
| 214 | expectedOutputShape, |
| 215 | input0Values, |
| 216 | input1Values, |
| 217 | expectedOutputValues); |
| 218 | } |
| 219 | |
| 220 | void GreaterBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 221 | { |
| 222 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 223 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 224 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 225 | |
| 226 | std::vector<float> input0Values |
| 227 | { |
| 228 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 229 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 230 | }; |
| 231 | std::vector<float> input1Values { 4.f, 5.f, 6.f }; |
| 232 | |
| 233 | std::vector<bool> expectedOutputValues |
| 234 | { |
| 235 | 0, 0, 0, 0, 0, 0, |
| 236 | 1, 1, 1, 1, 1, 1 |
| 237 | }; |
| 238 | ComparisonTest<float>(tflite::BuiltinOperator_GREATER, |
| 239 | ::tflite::TensorType_FLOAT32, |
| 240 | backends, |
| 241 | input0Shape, |
| 242 | input1Shape, |
| 243 | expectedOutputShape, |
| 244 | input0Values, |
| 245 | input1Values, |
| 246 | expectedOutputValues); |
| 247 | } |
| 248 | |
| 249 | void GreaterInt32Test(std::vector<armnn::BackendId>& backends) |
| 250 | { |
| 251 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 252 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 253 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 254 | |
| 255 | std::vector<int32_t> input0Values = { 1, 5, 6, 4 }; |
| 256 | |
| 257 | std::vector<int32_t> input1Values = { 1, 3, 9, 4 }; |
| 258 | |
| 259 | std::vector<bool> expectedOutputValues = { 0, 1, 0, 0 }; |
| 260 | |
| 261 | ComparisonTest<int32_t>(tflite::BuiltinOperator_GREATER, |
| 262 | ::tflite::TensorType_INT32, |
| 263 | backends, |
| 264 | input0Shape, |
| 265 | input1Shape, |
| 266 | expectedOutputShape, |
| 267 | input0Values, |
| 268 | input1Values, |
| 269 | expectedOutputValues); |
| 270 | } |
| 271 | |
| 272 | void GreaterEqualFP32Test(std::vector<armnn::BackendId>& backends) |
| 273 | { |
| 274 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 275 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 276 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 277 | |
| 278 | std::vector<float> input0Values = { 1.f, 5.f, 6.f, 4.f }; |
| 279 | |
| 280 | std::vector<float> input1Values = { 1.f, 3.f, 9.f, 4.f }; |
| 281 | |
| 282 | std::vector<bool> expectedOutputValues = { true, true, false, true }; |
| 283 | |
| 284 | ComparisonTest<float>(tflite::BuiltinOperator_GREATER_EQUAL, |
| 285 | ::tflite::TensorType_FLOAT32, |
| 286 | backends, |
| 287 | input0Shape, |
| 288 | input1Shape, |
| 289 | expectedOutputShape, |
| 290 | input0Values, |
| 291 | input1Values, |
| 292 | expectedOutputValues); |
| 293 | } |
| 294 | |
| 295 | void GreaterEqualBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 296 | { |
| 297 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 298 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 299 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 300 | |
| 301 | std::vector<float> input0Values |
| 302 | { |
| 303 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 304 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 305 | }; |
| 306 | std::vector<float> input1Values { 4.f, 5.f, 6.f }; |
| 307 | // Set output data |
| 308 | std::vector<bool> expectedOutputValues |
| 309 | { |
| 310 | 0, 0, 0, 1, 1, 1, |
| 311 | 1, 1, 1, 1, 1, 1 |
| 312 | }; |
| 313 | |
| 314 | ComparisonTest<float>(tflite::BuiltinOperator_GREATER_EQUAL, |
| 315 | ::tflite::TensorType_FLOAT32, |
| 316 | backends, |
| 317 | input0Shape, |
| 318 | input1Shape, |
| 319 | expectedOutputShape, |
| 320 | input0Values, |
| 321 | input1Values, |
| 322 | expectedOutputValues); |
| 323 | } |
| 324 | |
| 325 | void GreaterEqualInt32Test(std::vector<armnn::BackendId>& backends) |
| 326 | { |
| 327 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 328 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 329 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 330 | |
| 331 | std::vector<int32_t> input0Values = { 1, 5, 6, 3 }; |
| 332 | |
| 333 | std::vector<int32_t> input1Values = { 1, 3, 9, 4 }; |
| 334 | |
| 335 | std::vector<bool> expectedOutputValues = { 1, 1, 0, 0 }; |
| 336 | |
| 337 | ComparisonTest<int32_t>(tflite::BuiltinOperator_GREATER_EQUAL, |
| 338 | ::tflite::TensorType_INT32, |
| 339 | backends, |
| 340 | input0Shape, |
| 341 | input1Shape, |
| 342 | expectedOutputShape, |
| 343 | input0Values, |
| 344 | input1Values, |
| 345 | expectedOutputValues); |
| 346 | } |
| 347 | |
| 348 | void LessFP32Test(std::vector<armnn::BackendId>& backends) |
| 349 | { |
| 350 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 351 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 352 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 353 | |
| 354 | std::vector<float> input0Values = { 1.f, 5.f, 6.f, 4.f }; |
| 355 | |
| 356 | std::vector<float> input1Values = { 1.f, 3.f, 9.f, 4.f }; |
| 357 | |
| 358 | std::vector<bool> expectedOutputValues = { false, false, true, false }; |
| 359 | |
| 360 | ComparisonTest<float>(tflite::BuiltinOperator_LESS, |
| 361 | ::tflite::TensorType_FLOAT32, |
| 362 | backends, |
| 363 | input0Shape, |
| 364 | input1Shape, |
| 365 | expectedOutputShape, |
| 366 | input0Values, |
| 367 | input1Values, |
| 368 | expectedOutputValues); |
| 369 | } |
| 370 | |
| 371 | void LessBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 372 | { |
| 373 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 374 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 375 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 376 | |
| 377 | std::vector<float> input0Values |
| 378 | { |
| 379 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 380 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 381 | }; |
| 382 | std::vector<float> input1Values { 4.f, 5.f, 6.f }; |
| 383 | |
| 384 | std::vector<bool> expectedOutputValues |
| 385 | { |
| 386 | true, true, true, false, false, false, |
| 387 | false, false, false, false, false, false |
| 388 | }; |
| 389 | |
| 390 | ComparisonTest<float>(tflite::BuiltinOperator_LESS, |
| 391 | ::tflite::TensorType_FLOAT32, |
| 392 | backends, |
| 393 | input0Shape, |
| 394 | input1Shape, |
| 395 | expectedOutputShape, |
| 396 | input0Values, |
| 397 | input1Values, |
| 398 | expectedOutputValues); |
| 399 | } |
| 400 | |
| 401 | void LessInt32Test(std::vector<armnn::BackendId>& backends) |
| 402 | { |
| 403 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 404 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 405 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 406 | |
| 407 | std::vector<int32_t> input0Values = { 1, 5, 6, 3 }; |
| 408 | |
| 409 | std::vector<int32_t> input1Values = { 1, 3, 9, 4 }; |
| 410 | |
| 411 | std::vector<bool> expectedOutputValues = { false, false, true, true }; |
| 412 | |
| 413 | ComparisonTest<int32_t>(tflite::BuiltinOperator_LESS, |
| 414 | ::tflite::TensorType_INT32, |
| 415 | backends, |
| 416 | input0Shape, |
| 417 | input1Shape, |
| 418 | expectedOutputShape, |
| 419 | input0Values, |
| 420 | input1Values, |
| 421 | expectedOutputValues); |
| 422 | } |
| 423 | |
| 424 | void LessEqualFP32Test(std::vector<armnn::BackendId>& backends) |
| 425 | { |
| 426 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 427 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 428 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 429 | |
| 430 | std::vector<float> input0Values = { 1.f, 5.f, 6.f, 4.f }; |
| 431 | |
| 432 | std::vector<float> input1Values = { 1.f, 3.f, 9.f, 4.f }; |
| 433 | |
| 434 | std::vector<bool> expectedOutputValues = { true, false, true, true }; |
| 435 | |
| 436 | ComparisonTest<float>(tflite::BuiltinOperator_LESS_EQUAL, |
| 437 | ::tflite::TensorType_FLOAT32, |
| 438 | backends, |
| 439 | input0Shape, |
| 440 | input1Shape, |
| 441 | expectedOutputShape, |
| 442 | input0Values, |
| 443 | input1Values, |
| 444 | expectedOutputValues); |
| 445 | } |
| 446 | |
| 447 | void LessEqualBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 448 | { |
| 449 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 450 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 451 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 452 | |
| 453 | std::vector<float> input0Values |
| 454 | { |
| 455 | 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, |
| 456 | 7.f, 8.f, 9.f, 10.f, 11.f, 12.f |
| 457 | }; |
| 458 | std::vector<float> input1Values { 4.f, 5.f, 6.f }; |
| 459 | |
| 460 | std::vector<bool> expectedOutputValues |
| 461 | { |
| 462 | true, true, true, true, true, true, |
| 463 | false, false, false, false, false, false |
| 464 | }; |
| 465 | |
| 466 | ComparisonTest<float>(tflite::BuiltinOperator_LESS_EQUAL, |
| 467 | ::tflite::TensorType_FLOAT32, |
| 468 | backends, |
| 469 | input0Shape, |
| 470 | input1Shape, |
| 471 | expectedOutputShape, |
| 472 | input0Values, |
| 473 | input1Values, |
| 474 | expectedOutputValues); |
| 475 | } |
| 476 | |
| 477 | void LessEqualInt32Test(std::vector<armnn::BackendId>& backends) |
| 478 | { |
| 479 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 480 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 481 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 482 | |
| 483 | std::vector<int32_t> input0Values = { 1, 5, 6, 3 }; |
| 484 | |
| 485 | std::vector<int32_t> input1Values = { 1, 3, 9, 4 }; |
| 486 | |
| 487 | std::vector<bool> expectedOutputValues = { true, false, true, true }; |
| 488 | |
| 489 | ComparisonTest<int32_t>(tflite::BuiltinOperator_LESS_EQUAL, |
| 490 | ::tflite::TensorType_INT32, |
| 491 | backends, |
| 492 | input0Shape, |
| 493 | input1Shape, |
| 494 | expectedOutputShape, |
| 495 | input0Values, |
| 496 | input1Values, |
| 497 | expectedOutputValues); |
| 498 | } |
| 499 | |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 500 | TEST_SUITE("Comparison_CpuRefTests") |
| 501 | { |
| 502 | |
| 503 | TEST_CASE ("EQUAL_FP32_CpuRef_Test") |
| 504 | { |
| 505 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 506 | EqualFP32Test(backends); |
| 507 | } |
| 508 | |
| 509 | TEST_CASE ("EQUAL_Broadcast_CpuRef_Test") |
| 510 | { |
| 511 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 512 | EqualBroadcastTest(backends); |
| 513 | } |
| 514 | |
| 515 | TEST_CASE ("EQUAL_INT32_CpuRef_Test") |
| 516 | { |
| 517 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 518 | EqualInt32Test(backends); |
| 519 | } |
| 520 | |
| 521 | TEST_CASE ("NOT_EQUAL_FP32_CpuRef_Test") |
| 522 | { |
| 523 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 524 | NotEqualFP32Test(backends); |
| 525 | } |
| 526 | |
| 527 | TEST_CASE ("NOT_EQUAL_Broadcast_CpuRef_Test") |
| 528 | { |
| 529 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 530 | NotEqualBroadcastTest(backends); |
| 531 | } |
| 532 | |
| 533 | TEST_CASE ("NOT_EQUAL_INT32_CpuRef_Test") |
| 534 | { |
| 535 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 536 | NotEqualInt32Test(backends); |
| 537 | } |
| 538 | |
| 539 | TEST_CASE ("GREATER_FP32_CpuRef_Test") |
| 540 | { |
| 541 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 542 | GreaterFP32Test(backends); |
| 543 | } |
| 544 | |
| 545 | TEST_CASE ("GREATER_Broadcast_CpuRef_Test") |
| 546 | { |
| 547 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 548 | GreaterBroadcastTest(backends); |
| 549 | } |
| 550 | |
| 551 | TEST_CASE ("GREATER_INT32_CpuRef_Test") |
| 552 | { |
| 553 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 554 | GreaterInt32Test(backends); |
| 555 | } |
| 556 | |
| 557 | TEST_CASE ("GREATER_EQUAL_FP32_CpuRef_Test") |
| 558 | { |
| 559 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 560 | GreaterEqualFP32Test(backends); |
| 561 | } |
| 562 | |
| 563 | TEST_CASE ("GREATER_EQUAL_Broadcast_CpuRef_Test") |
| 564 | { |
| 565 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 566 | GreaterEqualBroadcastTest(backends); |
| 567 | } |
| 568 | |
| 569 | TEST_CASE ("GREATER_EQUAL_INT32_CpuRef_Test") |
| 570 | { |
| 571 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 572 | GreaterEqualInt32Test(backends); |
| 573 | } |
| 574 | |
| 575 | TEST_CASE ("LESS_FP32_CpuRef_Test") |
| 576 | { |
| 577 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 578 | LessFP32Test(backends); |
| 579 | } |
| 580 | |
| 581 | TEST_CASE ("LESS_Broadcast_CpuRef_Test") |
| 582 | { |
| 583 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 584 | LessBroadcastTest(backends); |
| 585 | } |
| 586 | |
| 587 | TEST_CASE ("LESS_INT32_CpuRef_Test") |
| 588 | { |
| 589 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 590 | LessInt32Test(backends); |
| 591 | } |
| 592 | |
| 593 | TEST_CASE ("LESS_EQUAL_FP32_CpuRef_Test") |
| 594 | { |
| 595 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 596 | LessEqualFP32Test(backends); |
| 597 | } |
| 598 | |
| 599 | TEST_CASE ("LESS_EQUAL_Broadcast_CpuRef_Test") |
| 600 | { |
| 601 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 602 | LessEqualBroadcastTest(backends); |
| 603 | } |
| 604 | |
| 605 | TEST_CASE ("LESS_EQUAL_INT32_CpuRef_Test") |
| 606 | { |
| 607 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 608 | LessEqualInt32Test(backends); |
| 609 | } |
| 610 | } // End TEST_SUITE("Comparison_CpuRefTests") |
| 611 | |
| 612 | |
| 613 | |
| 614 | TEST_SUITE("Comparison_GpuAccTests") |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 615 | { |
| 616 | |
| 617 | TEST_CASE ("EQUAL_FP32_GpuAcc_Test") |
| 618 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 619 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 620 | EqualFP32Test(backends); |
| 621 | } |
| 622 | |
| 623 | TEST_CASE ("EQUAL_Broadcast_GpuAcc_Test") |
| 624 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 625 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 626 | EqualBroadcastTest(backends); |
| 627 | } |
| 628 | |
| 629 | TEST_CASE ("EQUAL_INT32_GpuAcc_Test") |
| 630 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 631 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 632 | EqualInt32Test(backends); |
| 633 | } |
| 634 | |
| 635 | TEST_CASE ("NOT_EQUAL_FP32_GpuAcc_Test") |
| 636 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 637 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 638 | NotEqualFP32Test(backends); |
| 639 | } |
| 640 | |
| 641 | TEST_CASE ("NOT_EQUAL_Broadcast_GpuAcc_Test") |
| 642 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 643 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 644 | NotEqualBroadcastTest(backends); |
| 645 | } |
| 646 | |
| 647 | TEST_CASE ("NOT_EQUAL_INT32_GpuAcc_Test") |
| 648 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 649 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 650 | NotEqualInt32Test(backends); |
| 651 | } |
| 652 | |
| 653 | TEST_CASE ("GREATER_FP32_GpuAcc_Test") |
| 654 | { |
| 655 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc, |
| 656 | armnn::Compute::CpuRef }; |
| 657 | GreaterFP32Test(backends); |
| 658 | } |
| 659 | |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 660 | TEST_CASE ("GREATER_Broadcast_GpuAcc_Test") |
| 661 | { |
| 662 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc, |
| 663 | armnn::Compute::CpuRef }; |
| 664 | GreaterBroadcastTest(backends); |
| 665 | } |
| 666 | |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 667 | TEST_CASE ("GREATER_INT32_GpuAcc_Test") |
| 668 | { |
| 669 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc, |
| 670 | armnn::Compute::CpuRef }; |
| 671 | GreaterInt32Test(backends); |
| 672 | } |
| 673 | |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 674 | TEST_CASE ("GREATER_EQUAL_FP32_GpuAcc_Test") |
| 675 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 676 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 677 | GreaterEqualFP32Test(backends); |
| 678 | } |
| 679 | |
| 680 | TEST_CASE ("GREATER_EQUAL_Broadcast_GpuAcc_Test") |
| 681 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 682 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 683 | GreaterEqualBroadcastTest(backends); |
| 684 | } |
| 685 | |
| 686 | TEST_CASE ("GREATER_EQUAL_INT32_GpuAcc_Test") |
| 687 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 688 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 689 | GreaterEqualInt32Test(backends); |
| 690 | } |
| 691 | |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 692 | TEST_CASE ("LESS_FP32_GpuAcc_Test") |
| 693 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 694 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 695 | LessFP32Test(backends); |
| 696 | } |
| 697 | |
| 698 | TEST_CASE ("LESS_Broadcast_GpuAcc_Test") |
| 699 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 700 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 701 | LessBroadcastTest(backends); |
| 702 | } |
| 703 | |
| 704 | TEST_CASE ("LESS_INT32_GpuAcc_Test") |
| 705 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 706 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 707 | LessInt32Test(backends); |
| 708 | } |
| 709 | |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 710 | TEST_CASE ("LESS_EQUAL_FP32_GpuAcc_Test") |
| 711 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 712 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 713 | LessEqualFP32Test(backends); |
| 714 | } |
| 715 | |
| 716 | TEST_CASE ("LESS_EQUAL_Broadcast_GpuAcc_Test") |
| 717 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 718 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 719 | LessEqualBroadcastTest(backends); |
| 720 | } |
| 721 | |
| 722 | TEST_CASE ("LESS_EQUAL_INT32_GpuAcc_Test") |
| 723 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 724 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 725 | LessEqualInt32Test(backends); |
| 726 | } |
| 727 | |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 728 | } // End TEST_SUITE("Comparison_GpuAccTests") |
| 729 | |
| 730 | |
| 731 | TEST_SUITE("Comparison_CpuAccTests") |
| 732 | { |
| 733 | |
| 734 | TEST_CASE ("EQUAL_FP32_CpuAcc_Test") |
| 735 | { |
| 736 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 737 | EqualFP32Test(backends); |
| 738 | } |
| 739 | |
| 740 | TEST_CASE ("EQUAL_Broadcast_CpuAcc_Test") |
| 741 | { |
| 742 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 743 | EqualBroadcastTest(backends); |
| 744 | } |
| 745 | |
| 746 | TEST_CASE ("EQUAL_INT32_CpuAcc_Test") |
| 747 | { |
| 748 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 749 | EqualInt32Test(backends); |
| 750 | } |
| 751 | |
| 752 | TEST_CASE ("NOT_EQUAL_FP32_CpuAcc_Test") |
| 753 | { |
| 754 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 755 | NotEqualFP32Test(backends); |
| 756 | } |
| 757 | |
| 758 | TEST_CASE ("NOT_EQUAL_Broadcast_CpuAcc_Test") |
| 759 | { |
| 760 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 761 | NotEqualBroadcastTest(backends); |
| 762 | } |
| 763 | |
| 764 | TEST_CASE ("NOT_EQUAL_INT32_CpuAcc_Test") |
| 765 | { |
| 766 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 767 | NotEqualInt32Test(backends); |
| 768 | } |
| 769 | |
| 770 | TEST_CASE ("GREATER_FP32_CpuAcc_Test") |
| 771 | { |
| 772 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 773 | GreaterFP32Test(backends); |
| 774 | } |
| 775 | |
| 776 | TEST_CASE ("GREATER_Broadcast_CpuAcc_Test") |
| 777 | { |
| 778 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 779 | GreaterBroadcastTest(backends); |
| 780 | } |
| 781 | |
| 782 | TEST_CASE ("GREATER_INT32_CpuAcc_Test") |
| 783 | { |
| 784 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 785 | GreaterInt32Test(backends); |
| 786 | } |
| 787 | |
| 788 | TEST_CASE ("GREATER_EQUAL_FP32_CpuAcc_Test") |
| 789 | { |
| 790 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 791 | GreaterEqualFP32Test(backends); |
| 792 | } |
| 793 | |
| 794 | TEST_CASE ("GREATER_EQUAL_Broadcast_CpuAcc_Test") |
| 795 | { |
| 796 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 797 | GreaterEqualBroadcastTest(backends); |
| 798 | } |
| 799 | |
| 800 | TEST_CASE ("GREATER_EQUAL_INT32_CpuAcc_Test") |
| 801 | { |
| 802 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 803 | GreaterEqualInt32Test(backends); |
| 804 | } |
| 805 | |
| 806 | TEST_CASE ("LESS_FP32_CpuAcc_Test") |
| 807 | { |
| 808 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 809 | LessFP32Test(backends); |
| 810 | } |
| 811 | |
| 812 | TEST_CASE ("LESS_Broadcast_CpuAcc_Test") |
| 813 | { |
| 814 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 815 | LessBroadcastTest(backends); |
| 816 | } |
| 817 | |
| 818 | TEST_CASE ("LESS_INT32_CpuAcc_Test") |
| 819 | { |
| 820 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 821 | LessInt32Test(backends); |
| 822 | } |
| 823 | |
| 824 | TEST_CASE ("LESS_EQUAL_FP32_CpuAcc_Test") |
| 825 | { |
| 826 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 827 | LessEqualFP32Test(backends); |
| 828 | } |
| 829 | |
| 830 | TEST_CASE ("LESS_EQUAL_Broadcast_CpuAcc_Test") |
| 831 | { |
| 832 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 833 | LessEqualBroadcastTest(backends); |
| 834 | } |
| 835 | |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 836 | TEST_CASE ("LESS_EQUAL_INT32_CpuAcc_Test") |
| 837 | { |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 838 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 839 | LessEqualInt32Test(backends); |
| 840 | } |
| 841 | |
Jan Eilers | fe73b04 | 2020-11-18 10:36:46 +0000 | [diff] [blame] | 842 | } // End TEST_SUITE("Comparison_CpuAccTests") |
Sadik Armagan | 8b9858d | 2020-11-09 08:26:22 +0000 | [diff] [blame] | 843 | |
| 844 | } // namespace armnnDelegate |