Kevin May | 93bbf00 | 2024-03-11 09:31:10 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2024 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ScatterNdTestHelper.hpp" |
| 7 | |
| 8 | #include <doctest/doctest.h> |
| 9 | |
| 10 | namespace armnnDelegate |
| 11 | { |
| 12 | |
| 13 | template <typename T> |
| 14 | void ScatterNd1DimTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {}) |
| 15 | { |
| 16 | // Set shapes |
| 17 | std::vector<int32_t> indicesShape = { 3, 1 }; |
| 18 | std::vector<int32_t> updatesShape = { 3 }; |
| 19 | std::vector<int32_t> shapeShape = { 1 }; |
| 20 | std::vector<int32_t> expectedOutputShape = { 5 }; |
| 21 | |
| 22 | // Set Values |
| 23 | std::vector<int32_t> indicesValues = { 0, 1, 2 }; |
| 24 | std::vector<T> updatesValues = { 1, 2, 3 }; |
| 25 | std::vector<int32_t> shapeValue = { 5 }; |
| 26 | std::vector<T> expectedOutputValues = { 1, 2, 3, 0, 0 }; |
| 27 | |
| 28 | ScatterNdTestImpl<T>(tensorType, |
| 29 | indicesShape, |
| 30 | indicesValues, |
| 31 | updatesShape, |
| 32 | updatesValues, |
| 33 | shapeShape, |
| 34 | shapeValue, |
| 35 | expectedOutputShape, |
| 36 | expectedOutputValues, |
| 37 | backends); |
| 38 | } |
| 39 | |
| 40 | template <typename T> |
| 41 | void ScatterNd2DimTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {}) |
| 42 | { |
| 43 | // Set shapes |
| 44 | std::vector<int32_t> indicesShape = { 3, 2 }; |
| 45 | std::vector<int32_t> updatesShape = { 3 }; |
| 46 | std::vector<int32_t> shapeShape = { 2 }; |
| 47 | std::vector<int32_t> expectedOutputShape = { 3, 3 }; |
| 48 | |
| 49 | // Set Values |
| 50 | std::vector<int32_t> indicesValues = { 0, 0, |
| 51 | 1, 1, |
| 52 | 2, 2 }; |
| 53 | std::vector<T> updatesValues = { 1, 2, 3 }; |
| 54 | std::vector<int32_t> shapeValue = { 3, 3 }; |
| 55 | std::vector<T> expectedOutputValues = { 1, 0, 0, |
| 56 | 0, 2, 0, |
| 57 | 0, 0, 3 }; |
| 58 | |
| 59 | ScatterNdTestImpl<T>(tensorType, |
| 60 | indicesShape, |
| 61 | indicesValues, |
| 62 | updatesShape, |
| 63 | updatesValues, |
| 64 | shapeShape, |
| 65 | shapeValue, |
| 66 | expectedOutputShape, |
| 67 | expectedOutputValues, |
| 68 | backends); |
| 69 | } |
| 70 | |
| 71 | template <typename T> |
| 72 | void ScatterNd2Dim1Outter1InnerTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {}) |
| 73 | { |
| 74 | // Set shapes |
| 75 | std::vector<int32_t> indicesShape = { 2, 1 }; |
| 76 | std::vector<int32_t> updatesShape = { 2, 3 }; |
| 77 | std::vector<int32_t> shapeShape = { 2 }; |
| 78 | std::vector<int32_t> expectedOutputShape = { 3, 3 }; |
| 79 | |
| 80 | // Set Values |
| 81 | std::vector<int32_t> indicesValues = { 0, 1 }; |
| 82 | std::vector<T> updatesValues = { 1, 1, 1, |
| 83 | 1, 1, 1 }; |
| 84 | std::vector<int32_t> shapeValue = { 3, 3 }; |
| 85 | std::vector<T> expectedOutputValues = { 1, 1, 1, |
| 86 | 1, 1, 1, |
| 87 | 0, 0, 0 }; |
| 88 | |
| 89 | ScatterNdTestImpl<T>(tensorType, |
| 90 | indicesShape, |
| 91 | indicesValues, |
| 92 | updatesShape, |
| 93 | updatesValues, |
| 94 | shapeShape, |
| 95 | shapeValue, |
| 96 | expectedOutputShape, |
| 97 | expectedOutputValues, |
| 98 | backends); |
| 99 | } |
| 100 | |
| 101 | template <typename T> |
| 102 | void ScatterNd3DimTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {}) |
| 103 | { |
| 104 | // Set shapes |
| 105 | std::vector<int32_t> indicesShape = { 3, 3 }; |
| 106 | std::vector<int32_t> updatesShape = { 3 }; |
| 107 | std::vector<int32_t> shapeShape = { 3 }; |
| 108 | std::vector<int32_t> expectedOutputShape = { 3, 3, 3 }; |
| 109 | |
| 110 | // Set Values |
| 111 | std::vector<int32_t> indicesValues = { 0, 0, 0, |
| 112 | 1, 1, 1, |
| 113 | 2, 2, 2 }; |
| 114 | std::vector<T> updatesValues = { 1, 2, 3 }; |
| 115 | std::vector<int32_t> shapeValue = { 3, 3, 3 }; |
| 116 | std::vector<T> expectedOutputValues = { 1, 0, 0, |
| 117 | 0, 0, 0, |
| 118 | 0, 0, 0, |
| 119 | |
| 120 | 0, 0, 0, |
| 121 | 0, 2, 0, |
| 122 | 0, 0, 0, |
| 123 | |
| 124 | 0, 0, 0, |
| 125 | 0, 0, 0, |
| 126 | 0, 0, 3 }; |
| 127 | |
| 128 | ScatterNdTestImpl<T>(tensorType, |
| 129 | indicesShape, |
| 130 | indicesValues, |
| 131 | updatesShape, |
| 132 | updatesValues, |
| 133 | shapeShape, |
| 134 | shapeValue, |
| 135 | expectedOutputShape, |
| 136 | expectedOutputValues, |
| 137 | backends); |
| 138 | } |
| 139 | |
| 140 | template <typename T> |
| 141 | void ScatterNd3Dim1Outter2InnerTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {}) |
| 142 | { |
| 143 | // Set shapes |
| 144 | std::vector<int32_t> indicesShape = { 2, 1 }; |
| 145 | std::vector<int32_t> updatesShape = { 2, 3, 3 }; |
| 146 | std::vector<int32_t> shapeShape = { 3 }; |
| 147 | std::vector<int32_t> expectedOutputShape = { 3, 3, 3 }; |
| 148 | |
| 149 | // Set Values |
| 150 | std::vector<int32_t> indicesValues = { 0, 1 }; |
| 151 | std::vector<T> updatesValues = { 1, 1, 1, |
| 152 | 1, 1, 1, |
| 153 | 1, 1, 1, |
| 154 | |
| 155 | 2, 2, 2, |
| 156 | 2, 2, 2, |
| 157 | 2, 2, 2 }; |
| 158 | std::vector<int32_t> shapeValue = { 3, 3, 3 }; |
| 159 | std::vector<T> expectedOutputValues = { 1, 1, 1, |
| 160 | 1, 1, 1, |
| 161 | 1, 1, 1, |
| 162 | |
| 163 | 2, 2, 2, |
| 164 | 2, 2, 2, |
| 165 | 2, 2, 2, |
| 166 | |
| 167 | 0, 0, 0, |
| 168 | 0, 0, 0, |
| 169 | 0, 0, 0 }; |
| 170 | |
| 171 | ScatterNdTestImpl<T>(tensorType, |
| 172 | indicesShape, |
| 173 | indicesValues, |
| 174 | updatesShape, |
| 175 | updatesValues, |
| 176 | shapeShape, |
| 177 | shapeValue, |
| 178 | expectedOutputShape, |
| 179 | expectedOutputValues, |
| 180 | backends); |
| 181 | } |
| 182 | |
| 183 | template <typename T> |
| 184 | void ScatterNd3Dim2Outter1InnerTest(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {}) |
| 185 | { |
| 186 | // Set shapes |
| 187 | std::vector<int32_t> indicesShape = { 2, 2 }; |
| 188 | std::vector<int32_t> updatesShape = { 2, 3 }; |
| 189 | std::vector<int32_t> shapeShape = { 3 }; |
| 190 | std::vector<int32_t> expectedOutputShape = { 3, 3, 3 }; |
| 191 | |
| 192 | // Set Values |
| 193 | std::vector<int32_t> indicesValues = { 0, 0, |
| 194 | 1, 1 }; |
| 195 | std::vector<T> updatesValues = { 1, 1, 1, |
| 196 | 2, 2, 2 }; |
| 197 | std::vector<int32_t> shapeValue = { 3, 3, 3 }; |
| 198 | std::vector<T> expectedOutputValues = { 1, 1, 1, |
| 199 | 0, 0, 0, |
| 200 | 0, 0, 0, |
| 201 | |
| 202 | 0, 0, 0, |
| 203 | 2, 2, 2, |
| 204 | 0, 0, 0, |
| 205 | |
| 206 | 0, 0, 0, |
| 207 | 0, 0, 0, |
| 208 | 0, 0, 0 }; |
| 209 | |
| 210 | ScatterNdTestImpl<T>(tensorType, |
| 211 | indicesShape, |
| 212 | indicesValues, |
| 213 | updatesShape, |
| 214 | updatesValues, |
| 215 | shapeShape, |
| 216 | shapeValue, |
| 217 | expectedOutputShape, |
| 218 | expectedOutputValues, |
| 219 | backends); |
| 220 | } |
| 221 | |
| 222 | template <typename T> |
| 223 | void ScatterNdDim4(tflite::TensorType tensorType, const std::vector<armnn::BackendId>& backends = {}) |
| 224 | { |
| 225 | // Set shapes |
| 226 | std::vector<int32_t> indicesShape = { 3, 4 }; |
| 227 | std::vector<int32_t> updatesShape = { 3 }; |
| 228 | std::vector<int32_t> shapeShape = { 4 }; |
| 229 | std::vector<int32_t> expectedOutputShape = { 2, 3, 3, 3 }; |
| 230 | |
| 231 | // Set Values |
| 232 | std::vector<int32_t> indicesValues = { 0, 0, 0, 0, |
| 233 | 0, 1, 1, 1, |
| 234 | 1, 1, 1, 1 }; |
| 235 | std::vector<T> updatesValues = { 1, 2, 3 }; |
| 236 | std::vector<int32_t> shapeValue = { 2, 3, 3, 3 }; |
| 237 | std::vector<T> expectedOutputValues = { 1, 0, 0, |
| 238 | 0, 0, 0, |
| 239 | 0, 0, 0, |
| 240 | |
| 241 | 0, 0, 0, |
| 242 | 0, 2, 0, |
| 243 | 0, 0, 0, |
| 244 | |
| 245 | 0, 0, 0, |
| 246 | 0, 0, 0, |
| 247 | 0, 0, 0, |
| 248 | |
| 249 | 0, 0, 0, |
| 250 | 0, 0, 0, |
| 251 | 0, 0, 0, |
| 252 | |
| 253 | 0, 0, 0, |
| 254 | 0, 3, 0, |
| 255 | 0, 0, 0, |
| 256 | |
| 257 | 0, 0, 0, |
| 258 | 0, 0, 0, |
| 259 | 0, 0, 0 }; |
| 260 | |
| 261 | ScatterNdTestImpl<T>(tensorType, |
| 262 | indicesShape, |
| 263 | indicesValues, |
| 264 | updatesShape, |
| 265 | updatesValues, |
| 266 | shapeShape, |
| 267 | shapeValue, |
| 268 | expectedOutputShape, |
| 269 | expectedOutputValues, |
| 270 | backends); |
| 271 | } |
| 272 | |
| 273 | TEST_SUITE("ScatterNdDelegateTests") |
| 274 | { |
| 275 | |
| 276 | TEST_CASE ("ScatterNd_1Dim_FP32_Test") |
| 277 | { |
| 278 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 279 | ScatterNd1DimTest<float>(tflite::TensorType_FLOAT32, backends); |
| 280 | } |
| 281 | |
| 282 | TEST_CASE ("ScatterNd_1Dim_INT32_Test") |
| 283 | { |
| 284 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 285 | ScatterNd1DimTest<int32_t>(tflite::TensorType_INT32, backends); |
| 286 | } |
| 287 | |
| 288 | TEST_CASE ("ScatterNd_1Dim_INT8_Test") |
| 289 | { |
| 290 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 291 | ScatterNd1DimTest<int8_t>(tflite::TensorType_INT8, backends); |
| 292 | } |
| 293 | |
| 294 | TEST_CASE ("ScatterNd_1Dim_UINT8_Test") |
| 295 | { |
| 296 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 297 | ScatterNd1DimTest<uint8_t>(tflite::TensorType_UINT8, backends); |
| 298 | } |
| 299 | |
| 300 | TEST_CASE ("ScatterNd_2Dim_FP32_Test") |
| 301 | { |
| 302 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 303 | ScatterNd2DimTest<float>(tflite::TensorType_FLOAT32, backends); |
| 304 | } |
| 305 | |
| 306 | TEST_CASE ("ScatterNd_2Dim_INT32_Test") |
| 307 | { |
| 308 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 309 | ScatterNd2DimTest<int32_t>(tflite::TensorType_INT32, backends); |
| 310 | } |
| 311 | |
| 312 | TEST_CASE ("ScatterNd_2Dim_INT8_Test") |
| 313 | { |
| 314 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 315 | ScatterNd2DimTest<int8_t>(tflite::TensorType_INT8, backends); |
| 316 | } |
| 317 | |
| 318 | TEST_CASE ("ScatterNd_2Dim_UINT8_Test") |
| 319 | { |
| 320 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 321 | ScatterNd2DimTest<uint8_t>(tflite::TensorType_UINT8, backends); |
| 322 | } |
| 323 | |
| 324 | TEST_CASE ("ScatterNd_2Dim_1Outter_1Inner_FP32_Test") |
| 325 | { |
| 326 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 327 | ScatterNd2Dim1Outter1InnerTest<float>(tflite::TensorType_FLOAT32, backends); |
| 328 | } |
| 329 | |
| 330 | TEST_CASE ("ScatterNd_2Dim_1Outter_1Inner_INT32_Test") |
| 331 | { |
| 332 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 333 | ScatterNd2Dim1Outter1InnerTest<int32_t>(tflite::TensorType_INT32, backends); |
| 334 | } |
| 335 | |
| 336 | TEST_CASE ("ScatterNd_2Dim_1Outter_1Inner_INT8_Test") |
| 337 | { |
| 338 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 339 | ScatterNd2Dim1Outter1InnerTest<int8_t>(tflite::TensorType_INT8, backends); |
| 340 | } |
| 341 | |
| 342 | TEST_CASE ("ScatterNd_2Dim_1Outter_1Inner_UINT8_Test") |
| 343 | { |
| 344 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 345 | ScatterNd2Dim1Outter1InnerTest<uint8_t>(tflite::TensorType_UINT8, backends); |
| 346 | } |
| 347 | |
| 348 | TEST_CASE ("ScatterNd_3Dim_FP32_Test") |
| 349 | { |
| 350 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 351 | ScatterNd3DimTest<float>(tflite::TensorType_FLOAT32, backends); |
| 352 | } |
| 353 | |
| 354 | TEST_CASE ("ScatterNd_3Dim_INT32_Test") |
| 355 | { |
| 356 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 357 | ScatterNd3DimTest<int32_t>(tflite::TensorType_INT32, backends); |
| 358 | } |
| 359 | |
| 360 | TEST_CASE ("ScatterNd_3Dim_INT8_Test") |
| 361 | { |
| 362 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 363 | ScatterNd3DimTest<int8_t>(tflite::TensorType_INT8, backends); |
| 364 | } |
| 365 | |
| 366 | TEST_CASE ("ScatterNd_3Dim_UINT8_Test") |
| 367 | { |
| 368 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 369 | ScatterNd3DimTest<uint8_t>(tflite::TensorType_UINT8, backends); |
| 370 | } |
| 371 | |
| 372 | TEST_CASE ("ScatterNd_3Dim_1Outter_2Inner_FP32_Test") |
| 373 | { |
| 374 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 375 | ScatterNd3Dim1Outter2InnerTest<float>(tflite::TensorType_FLOAT32, backends); |
| 376 | } |
| 377 | |
| 378 | TEST_CASE ("ScatterNd_3Dim_1Outter_2Inner_INT32_Test") |
| 379 | { |
| 380 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 381 | ScatterNd3Dim1Outter2InnerTest<int32_t>(tflite::TensorType_INT32, backends); |
| 382 | } |
| 383 | |
| 384 | TEST_CASE ("ScatterNd_3Dim_1Outter_2Inner_INT8_Test") |
| 385 | { |
| 386 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 387 | ScatterNd3Dim1Outter2InnerTest<int8_t>(tflite::TensorType_INT8, backends); |
| 388 | } |
| 389 | |
| 390 | TEST_CASE ("ScatterNd_3Dim_1Outter_2Inner_UINT8_Test") |
| 391 | { |
| 392 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 393 | ScatterNd3Dim1Outter2InnerTest<uint8_t>(tflite::TensorType_UINT8, backends); |
| 394 | } |
| 395 | |
| 396 | TEST_CASE ("ScatterNd_3Dim_2Outter_1Inner_FP32_Test") |
| 397 | { |
| 398 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 399 | ScatterNd3Dim2Outter1InnerTest<float>(tflite::TensorType_FLOAT32, backends); |
| 400 | } |
| 401 | |
| 402 | TEST_CASE ("ScatterNd_3Dim_2Outter_1Inner_INT32_Test") |
| 403 | { |
| 404 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 405 | ScatterNd3Dim2Outter1InnerTest<int32_t>(tflite::TensorType_INT32, backends); |
| 406 | } |
| 407 | |
| 408 | TEST_CASE ("ScatterNd_3Dim_2Outter_1Inner_INT8_Test") |
| 409 | { |
| 410 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 411 | ScatterNd3Dim2Outter1InnerTest<int8_t>(tflite::TensorType_INT8, backends); |
| 412 | } |
| 413 | |
| 414 | TEST_CASE ("ScatterNd_3Dim_2Outter_1Inner_UINT8_Test") |
| 415 | { |
| 416 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 417 | ScatterNd3Dim2Outter1InnerTest<uint8_t>(tflite::TensorType_UINT8, backends); |
| 418 | } |
| 419 | |
| 420 | TEST_CASE ("ScatterNd_4Dim_FP32_Test") |
| 421 | { |
| 422 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 423 | ScatterNdDim4<float>(tflite::TensorType_FLOAT32, backends); |
| 424 | } |
| 425 | |
| 426 | TEST_CASE ("ScatterNd_4Dim_INT32_Test") |
| 427 | { |
| 428 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 429 | ScatterNdDim4<int32_t>(tflite::TensorType_INT32, backends); |
| 430 | } |
| 431 | |
| 432 | TEST_CASE ("ScatterNd_4Dim_INT8_Test") |
| 433 | { |
| 434 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 435 | ScatterNdDim4<int8_t>(tflite::TensorType_INT8, backends); |
| 436 | } |
| 437 | |
| 438 | TEST_CASE ("ScatterNd_4Dim_UINT8_Test") |
| 439 | { |
| 440 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 441 | ScatterNdDim4<uint8_t>(tflite::TensorType_UINT8, backends); |
| 442 | } |
| 443 | |
| 444 | } // TEST_SUITE("ScatterNdDelegateTests") |
| 445 | |
| 446 | } // namespace armnnDelegate |