Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2020 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ElementwiseBinaryTestHelper.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 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 22 | void AddFP32Test(std::vector<armnn::BackendId>& backends) |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 23 | { |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 24 | std::vector<int32_t> input0Shape { 2, 2, 2, 3 }; |
| 25 | std::vector<int32_t> input1Shape { 2, 2, 2, 3 }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 26 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 3 }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 27 | |
| 28 | std::vector<float> input0Values = |
| 29 | { |
| 30 | 0.0f, 2.0f, 1.0f, |
| 31 | 0.2f, 1.0f, 2.0f, |
| 32 | |
| 33 | 1.0f, 2.0f, 1.0f, |
| 34 | 0.2f, 1.0f, 2.0f, |
| 35 | |
| 36 | 0.0f, 2.0f, 1.0f, |
| 37 | 4.2f, 1.0f, 2.0f, |
| 38 | |
| 39 | 0.0f, 0.0f, 1.0f, |
| 40 | 0.2f, 1.0f, 2.0f, |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 41 | }; |
| 42 | |
| 43 | std::vector<float> input1Values = |
| 44 | { |
| 45 | 1.0f, 2.0f, 1.0f, |
| 46 | 0.0f, 1.0f, 2.0f, |
| 47 | |
| 48 | 1.0f, 2.0f, -2.0f, |
| 49 | 0.2f, 1.0f, 2.0f, |
| 50 | |
| 51 | 0.0f, 2.0f, 1.0f, |
| 52 | 4.2f, 0.0f, -3.0f, |
| 53 | |
| 54 | 0.0f, 0.0f, 1.0f, |
| 55 | 0.7f, 1.0f, 5.0f, |
| 56 | }; |
| 57 | |
| 58 | std::vector<float> expectedOutputValues = |
| 59 | { |
| 60 | 1.0f, 4.0f, 2.0f, |
| 61 | 0.2f, 2.0f, 4.0f, |
| 62 | |
| 63 | 2.0f, 4.0f, -1.0f, |
| 64 | 0.4f, 2.0f, 4.0f, |
| 65 | |
| 66 | 0.0f, 4.0f, 2.0f, |
| 67 | 8.4f, 1.0f, -1.0f, |
| 68 | |
| 69 | 0.0f, 0.0f, 2.0f, |
| 70 | 0.9f, 2.0f, 7.0f, |
| 71 | }; |
| 72 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 73 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_ADD, |
| 74 | tflite::ActivationFunctionType_NONE, |
| 75 | ::tflite::TensorType_FLOAT32, |
| 76 | backends, |
| 77 | input0Shape, |
| 78 | input1Shape, |
| 79 | expectedOutputShape, |
| 80 | input0Values, |
| 81 | input1Values, |
| 82 | expectedOutputValues); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 83 | } |
| 84 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 85 | void AddBroadcastTest(std::vector<armnn::BackendId>& backends) |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 86 | { |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 87 | std::vector<int32_t> input0Shape { 1, 3, 2, 1 }; |
| 88 | std::vector<int32_t> input1Shape { 1, 1, 2, 3 }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 89 | std::vector<int32_t> expectedOutputShape { 1, 3, 2, 3 }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 90 | |
| 91 | std::vector<float> input0Values |
| 92 | { |
| 93 | 0.0f, |
| 94 | 1.0f, |
| 95 | |
| 96 | 2.0f, |
| 97 | 3.0f, |
| 98 | |
| 99 | 4.0f, |
| 100 | 5.0f, |
| 101 | }; |
| 102 | std::vector<float> input1Values |
| 103 | { |
| 104 | 0.5f, 1.5f, 2.5f, |
| 105 | 3.5f, 4.5f, 5.5f, |
| 106 | }; |
| 107 | // Set output data |
| 108 | std::vector<float> expectedOutputValues |
| 109 | { |
| 110 | 0.5f, 1.5f, 2.5f, |
| 111 | 4.5f, 5.5f, 6.5f, |
| 112 | |
| 113 | 2.5f, 3.5f, 4.5f, |
| 114 | 6.5f, 7.5f, 8.5f, |
| 115 | |
| 116 | 4.5f, 5.5f, 6.5f, |
| 117 | 8.5f, 9.5f, 10.5f, |
| 118 | }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 119 | |
| 120 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_ADD, |
| 121 | tflite::ActivationFunctionType_NONE, |
| 122 | ::tflite::TensorType_FLOAT32, |
| 123 | backends, |
| 124 | input0Shape, |
| 125 | input1Shape, |
| 126 | expectedOutputShape, |
| 127 | input0Values, |
| 128 | input1Values, |
| 129 | expectedOutputValues); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 130 | } |
| 131 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 132 | void AddActivationTest(std::vector<armnn::BackendId>& backends) |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 133 | { |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 134 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 135 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 136 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 137 | |
| 138 | std::vector<float> input0Values { 4.0f, 0.8f, 0.7f, -0.8f }; |
| 139 | std::vector<float> input1Values { 0.7f, -1.2f, 0.8f, 0.5f }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 140 | std::vector<float> expectedOutputValues { 4.7f, 0.0f, 1.5f, 0.0f }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 141 | |
| 142 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_ADD, |
| 143 | tflite::ActivationFunctionType_RELU, |
| 144 | ::tflite::TensorType_FLOAT32, |
| 145 | backends, |
| 146 | input0Shape, |
| 147 | input1Shape, |
| 148 | expectedOutputShape, |
| 149 | input0Values, |
| 150 | input1Values, |
| 151 | expectedOutputValues); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 152 | } |
| 153 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 154 | void AddUint8Test(std::vector<armnn::BackendId>& backends) |
| 155 | { |
| 156 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 157 | std::vector<int32_t> input1Shape { 1, 2, 2, 3 }; |
| 158 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 159 | |
| 160 | std::vector<uint8_t> input0Values = |
| 161 | { |
| 162 | 63, 35, 77, 70, 56, 112, |
| 163 | 203, 28, 252, 168, 245, 91 |
| 164 | }; |
| 165 | |
| 166 | std::vector<uint8_t> input1Values = |
| 167 | { |
| 168 | 21, 7, 175, 231, 175, 210, |
| 169 | 126, 161, 63, 21, 105, 126 |
| 170 | }; |
| 171 | |
| 172 | std::vector<uint8_t> expectedOutputValues = |
| 173 | { |
| 174 | 81, 39, 249, 255, 228, 255, |
| 175 | 255, 186, 255, 186, 255, 214, |
| 176 | }; |
| 177 | |
| 178 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_ADD, |
| 179 | tflite::ActivationFunctionType_NONE, |
| 180 | ::tflite::TensorType_UINT8, |
| 181 | backends, |
| 182 | input0Shape, |
| 183 | input1Shape, |
| 184 | expectedOutputShape, |
| 185 | input0Values, |
| 186 | input1Values, |
| 187 | expectedOutputValues, 7.0f, 3); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 188 | } |
| 189 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 190 | void DivFP32Test(std::vector<armnn::BackendId>& backends) |
| 191 | { |
| 192 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 193 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 194 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 195 | |
| 196 | std::vector<float> input0Values = |
| 197 | { |
| 198 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 199 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 200 | |
| 201 | }; |
| 202 | |
| 203 | std::vector<float> input1Values = |
| 204 | { |
| 205 | 1.f, 1.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, |
| 206 | 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f |
| 207 | }; |
| 208 | |
| 209 | std::vector<float> expectedOutputValues = |
| 210 | { |
| 211 | 2.f, 2.f, 2.f, 2.f, 1.50f, 1.50f, 1.50f, 1.50f, |
| 212 | 1.f, 1.f, 1.f, 1.f, 1.25f, 1.25f, 1.25f, 1.25f |
| 213 | }; |
| 214 | |
| 215 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_DIV, |
| 216 | tflite::ActivationFunctionType_NONE, |
| 217 | ::tflite::TensorType_FLOAT32, |
| 218 | backends, |
| 219 | input0Shape, |
| 220 | input1Shape, |
| 221 | expectedOutputShape, |
| 222 | input0Values, |
| 223 | input1Values, |
| 224 | expectedOutputValues); |
| 225 | } |
| 226 | |
| 227 | void DivBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 228 | { |
| 229 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 230 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 231 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 232 | |
| 233 | std::vector<float> input0Values = { 2, 4, 6, 8, 10, 12, 14, 16 }; |
| 234 | std::vector<float> input1Values = { 2 }; |
| 235 | std::vector<float> expectedOutputValues = { 1, 2, 3, 4, 5, 6, 7, 8 }; |
| 236 | |
| 237 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_DIV, |
| 238 | tflite::ActivationFunctionType_NONE, |
| 239 | ::tflite::TensorType_FLOAT32, |
| 240 | backends, |
| 241 | input0Shape, |
| 242 | input1Shape, |
| 243 | expectedOutputShape, |
| 244 | input0Values, |
| 245 | input1Values, |
| 246 | expectedOutputValues); |
| 247 | } |
| 248 | |
| 249 | void DivUint8Test(std::vector<armnn::BackendId>& backends) |
| 250 | { |
| 251 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 252 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 253 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 254 | |
| 255 | std::vector<uint8_t> input0Values = |
| 256 | { |
| 257 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 258 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 259 | |
| 260 | }; |
| 261 | |
| 262 | std::vector<uint8_t> input1Values = |
| 263 | { |
| 264 | 1, 1, 1, 1, 2, 2, 2, 2, |
| 265 | 4, 4, 4, 4, 4, 4, 4, 4 |
| 266 | }; |
| 267 | |
| 268 | std::vector<uint8_t> expectedOutputValues = |
| 269 | { |
| 270 | 8, 8, 8, 8, 6, 6, 6, 6, |
| 271 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 272 | }; |
| 273 | |
| 274 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_DIV, |
| 275 | tflite::ActivationFunctionType_NONE, |
| 276 | ::tflite::TensorType_UINT8, |
| 277 | backends, |
| 278 | input0Shape, |
| 279 | input1Shape, |
| 280 | expectedOutputShape, |
| 281 | input0Values, |
| 282 | input1Values, |
| 283 | expectedOutputValues, 0.25f, 0); |
| 284 | } |
| 285 | |
| 286 | void MaxFP32Test(std::vector<armnn::BackendId>& backends) |
| 287 | { |
| 288 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 289 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 290 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 291 | |
| 292 | std::vector<float> input0Values = |
| 293 | { |
| 294 | 1.f, 1.f, 5.f, 1.f, 2.f, 2.f, 7.f, 2.f, |
| 295 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 296 | |
| 297 | }; |
| 298 | |
| 299 | std::vector<float> input1Values = |
| 300 | { |
| 301 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 302 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 303 | }; |
| 304 | |
| 305 | std::vector<float> expectedOutputValues = |
| 306 | { |
| 307 | 2.f, 2.f, 5.f, 2.f, 3.f, 3.f, 7.f, 3.f, |
| 308 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 309 | }; |
| 310 | |
| 311 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MAXIMUM, |
| 312 | tflite::ActivationFunctionType_NONE, |
| 313 | ::tflite::TensorType_FLOAT32, |
| 314 | backends, |
| 315 | input0Shape, |
| 316 | input1Shape, |
| 317 | expectedOutputShape, |
| 318 | input0Values, |
| 319 | input1Values, |
| 320 | expectedOutputValues); |
| 321 | } |
| 322 | |
| 323 | void MaxBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 324 | { |
| 325 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 326 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 327 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 328 | |
| 329 | std::vector<float> input0Values = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 330 | std::vector<float> input1Values = { 4.f }; |
| 331 | std::vector<float> expectedOutputValues = { 4.f, 4.f, 4.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 332 | |
| 333 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MAXIMUM, |
| 334 | tflite::ActivationFunctionType_NONE, |
| 335 | ::tflite::TensorType_FLOAT32, |
| 336 | backends, |
| 337 | input0Shape, |
| 338 | input1Shape, |
| 339 | expectedOutputShape, |
| 340 | input0Values, |
| 341 | input1Values, |
| 342 | expectedOutputValues); |
| 343 | } |
| 344 | |
| 345 | void MaxUint8Test(std::vector<armnn::BackendId>& backends) |
| 346 | { |
| 347 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 348 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 349 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 350 | |
| 351 | std::vector<uint8_t> input0Values = |
| 352 | { |
| 353 | 1, 1, 1, 1, 7, 8, 9, 9, |
| 354 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 355 | |
| 356 | }; |
| 357 | |
| 358 | std::vector<uint8_t> input1Values = |
| 359 | { |
| 360 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 361 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 362 | }; |
| 363 | |
| 364 | std::vector<uint8_t> expectedOutputValues = |
| 365 | { |
| 366 | 2, 2, 2, 2, 7, 8, 9, 9, |
| 367 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 368 | }; |
| 369 | |
| 370 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MAXIMUM, |
| 371 | tflite::ActivationFunctionType_NONE, |
| 372 | ::tflite::TensorType_UINT8, |
| 373 | backends, |
| 374 | input0Shape, |
| 375 | input1Shape, |
| 376 | expectedOutputShape, |
| 377 | input0Values, |
| 378 | input1Values, |
| 379 | expectedOutputValues, 1.0f, 0); |
| 380 | } |
| 381 | |
| 382 | void MinFP32Test(std::vector<armnn::BackendId>& backends) |
| 383 | { |
| 384 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 385 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 386 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 387 | |
| 388 | std::vector<float> input0Values = |
| 389 | { |
| 390 | 1.f, 1.f, 5.f, 1.f, 2.f, 2.f, 7.f, 2.f, |
| 391 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 392 | |
| 393 | }; |
| 394 | |
| 395 | std::vector<float> input1Values = |
| 396 | { |
| 397 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 398 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f |
| 399 | }; |
| 400 | |
| 401 | std::vector<float> expectedOutputValues = |
| 402 | { |
| 403 | 1.f, 1.f, 2.f, 1.f, 2.f, 2.f, 3.f, 2.f, |
| 404 | 1.f, 1.f, 1.f, 1.f, 4.f, 4.f, 4.f, 4.f |
| 405 | }; |
| 406 | |
| 407 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MINIMUM, |
| 408 | tflite::ActivationFunctionType_NONE, |
| 409 | ::tflite::TensorType_FLOAT32, |
| 410 | backends, |
| 411 | input0Shape, |
| 412 | input1Shape, |
| 413 | expectedOutputShape, |
| 414 | input0Values, |
| 415 | input1Values, |
| 416 | expectedOutputValues); |
| 417 | } |
| 418 | |
| 419 | void MinBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 420 | { |
| 421 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 422 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 423 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 424 | |
| 425 | std::vector<float> input0Values = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 426 | |
| 427 | std::vector<float> input1Values = { 4.f }; |
| 428 | |
| 429 | std::vector<float> expectedOutputValues = { 1.f, 2.f, 3.f, 4.f, 4.f, 4.f, 4.f, 4.f }; |
| 430 | |
| 431 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MINIMUM, |
| 432 | tflite::ActivationFunctionType_NONE, |
| 433 | ::tflite::TensorType_FLOAT32, |
| 434 | backends, |
| 435 | input0Shape, |
| 436 | input1Shape, |
| 437 | expectedOutputShape, |
| 438 | input0Values, |
| 439 | input1Values, |
| 440 | expectedOutputValues); |
| 441 | } |
| 442 | |
| 443 | void MinUint8Test(std::vector<armnn::BackendId>& backends) |
| 444 | { |
| 445 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 446 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 447 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 448 | |
| 449 | std::vector<uint8_t> input0Values = |
| 450 | { |
| 451 | 1, 1, 1, 1, 7, 8, 9, 9, |
| 452 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 453 | |
| 454 | }; |
| 455 | |
| 456 | std::vector<uint8_t> input1Values = |
| 457 | { |
| 458 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 459 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 460 | }; |
| 461 | |
| 462 | std::vector<uint8_t> expectedOutputValues = |
| 463 | { |
| 464 | 1, 1, 1, 1, 3, 3, 3, 3, |
| 465 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 466 | }; |
| 467 | |
| 468 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MINIMUM, |
| 469 | tflite::ActivationFunctionType_NONE, |
| 470 | ::tflite::TensorType_UINT8, |
| 471 | backends, |
| 472 | input0Shape, |
| 473 | input1Shape, |
| 474 | expectedOutputShape, |
| 475 | input0Values, |
| 476 | input1Values, |
| 477 | expectedOutputValues, 1.0f, 0); |
| 478 | } |
| 479 | |
| 480 | void MulFP32Test(std::vector<armnn::BackendId>& backends) |
| 481 | { |
| 482 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 483 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 484 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 485 | |
| 486 | std::vector<float> input0Values = |
| 487 | { |
| 488 | 1.f, 1.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, |
| 489 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 490 | |
| 491 | }; |
| 492 | |
| 493 | std::vector<float> input1Values = |
| 494 | { |
| 495 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 496 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 497 | }; |
| 498 | |
| 499 | std::vector<float> expectedOutputValues = |
| 500 | { |
| 501 | 2.f, 2.f, 2.f, 2.f, 6.f, 6.f, 6.f, 6.f, |
| 502 | 12.f, 12.f, 12.f, 12.f, 20.f, 20.f, 20.f, 20.f |
| 503 | }; |
| 504 | |
| 505 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 506 | tflite::ActivationFunctionType_NONE, |
| 507 | ::tflite::TensorType_FLOAT32, |
| 508 | backends, |
| 509 | input0Shape, |
| 510 | input1Shape, |
| 511 | expectedOutputShape, |
| 512 | input0Values, |
| 513 | input1Values, |
| 514 | expectedOutputValues); |
| 515 | } |
| 516 | |
| 517 | void MulBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 518 | { |
| 519 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 520 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 521 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 522 | |
| 523 | std::vector<float> input0Values = { 2, 4, 6, 8, 10, 12, 14, 16 }; |
| 524 | std::vector<float> input1Values = { 2 }; |
| 525 | std::vector<float> expectedOutputValues = { 4, 8, 12, 16, 20, 24, 28, 32 }; |
| 526 | |
| 527 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 528 | tflite::ActivationFunctionType_NONE, |
| 529 | ::tflite::TensorType_FLOAT32, |
| 530 | backends, |
| 531 | input0Shape, |
| 532 | input1Shape, |
| 533 | expectedOutputShape, |
| 534 | input0Values, |
| 535 | input1Values, |
| 536 | expectedOutputValues); |
| 537 | } |
| 538 | |
| 539 | void MulUint8Test(std::vector<armnn::BackendId>& backends) |
| 540 | { |
| 541 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 542 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 543 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 544 | |
| 545 | std::vector<uint8_t> input0Values = |
| 546 | { |
| 547 | 1, 2, 3, 4, 5, 6, |
| 548 | 7, 8, 9, 10, 11, 12 |
| 549 | |
| 550 | }; |
| 551 | |
| 552 | std::vector<uint8_t> input1Values = { 1, 2, 3 }; |
| 553 | |
| 554 | std::vector<uint8_t> expectedOutputValues = |
| 555 | { |
| 556 | 1, 4, 9, 4, 10, 18, |
| 557 | 7, 16, 27, 10, 22, 36 |
| 558 | }; |
| 559 | |
| 560 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MUL, |
| 561 | tflite::ActivationFunctionType_NONE, |
| 562 | ::tflite::TensorType_UINT8, |
| 563 | backends, |
| 564 | input0Shape, |
| 565 | input1Shape, |
| 566 | expectedOutputShape, |
| 567 | input0Values, |
| 568 | input1Values, |
| 569 | expectedOutputValues, 1.0f, 0); |
| 570 | } |
| 571 | |
| 572 | void MulActivationTest(std::vector<armnn::BackendId>& backends) |
| 573 | { |
| 574 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 575 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 576 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 577 | |
| 578 | std::vector<float> input0Values { 4.0f, 0.0f, 1.0f, 0.5f }; |
| 579 | std::vector<float> input1Values { -2.0f, -1.2f, 2.5f, 2.0f }; |
| 580 | std::vector<float> expectedOutputValues { 0.0f, 0.0f, 2.5f, 1.0f }; |
| 581 | |
| 582 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 583 | tflite::ActivationFunctionType_RELU, |
| 584 | ::tflite::TensorType_FLOAT32, |
| 585 | backends, |
| 586 | input0Shape, |
| 587 | input1Shape, |
| 588 | expectedOutputShape, |
| 589 | input0Values, |
| 590 | input1Values, |
| 591 | expectedOutputValues); |
| 592 | } |
| 593 | |
| 594 | void SubFP32Test(std::vector<armnn::BackendId>& backends) |
| 595 | { |
| 596 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 597 | std::vector<int32_t> input1Shape { 1, 1, 2, 2 }; |
| 598 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 599 | |
| 600 | std::vector<float> input0Values = { 1, 3, 3, -7 }; |
| 601 | std::vector<float> input1Values = { 1, -1, 0, -2 }; |
| 602 | std::vector<float> expectedOutputValues = { 0, 4, 3, -5 }; |
| 603 | |
| 604 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_SUB, |
| 605 | tflite::ActivationFunctionType_NONE, |
| 606 | ::tflite::TensorType_FLOAT32, |
| 607 | backends, |
| 608 | input0Shape, |
| 609 | input1Shape, |
| 610 | expectedOutputShape, |
| 611 | input0Values, |
| 612 | input1Values, |
| 613 | expectedOutputValues); |
| 614 | } |
| 615 | |
| 616 | void SubBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 617 | { |
| 618 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 619 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 620 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 621 | |
| 622 | std::vector<float> input0Values = { 2, 3, 4, 5}; |
| 623 | std::vector<float> input1Values = { 10 }; |
| 624 | std::vector<float> expectedOutputValues = { -8, -7, -6, -5 }; |
| 625 | |
| 626 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_SUB, |
| 627 | tflite::ActivationFunctionType_NONE, |
| 628 | ::tflite::TensorType_FLOAT32, |
| 629 | backends, |
| 630 | input0Shape, |
| 631 | input1Shape, |
| 632 | expectedOutputShape, |
| 633 | input0Values, |
| 634 | input1Values, |
| 635 | expectedOutputValues); |
| 636 | } |
| 637 | |
| 638 | void SubUint8Test(std::vector<armnn::BackendId>& backends) |
| 639 | { |
| 640 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 641 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 642 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 643 | |
| 644 | std::vector<uint8_t> input0Values = { 10, 12, 14, 16 }; |
| 645 | std::vector<uint8_t> input1Values = { 2 }; |
| 646 | std::vector<uint8_t> expectedOutputValues = { 8, 10, 12, 14 }; |
| 647 | |
| 648 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_SUB, |
| 649 | tflite::ActivationFunctionType_NONE, |
| 650 | ::tflite::TensorType_UINT8, |
| 651 | backends, |
| 652 | input0Shape, |
| 653 | input1Shape, |
| 654 | expectedOutputShape, |
| 655 | input0Values, |
| 656 | input1Values, |
| 657 | expectedOutputValues, 1.0f, 0); |
| 658 | } |
| 659 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 660 | TEST_SUITE("ElementwiseBinary_GpuAccTests") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 661 | { |
| 662 | |
| 663 | TEST_CASE ("ADD_FP32_GpuAcc_Test") |
| 664 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 665 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 666 | AddFP32Test(backends); |
| 667 | } |
| 668 | |
| 669 | TEST_CASE ("ADD_Broadcast_GpuAcc_Test") |
| 670 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 671 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 672 | AddBroadcastTest(backends); |
| 673 | } |
| 674 | |
| 675 | TEST_CASE ("ADD_Activation_GpuAcc_Test") |
| 676 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 677 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 678 | AddActivationTest(backends); |
| 679 | } |
| 680 | |
| 681 | TEST_CASE ("ADD_UINT8_GpuAcc_Test") |
| 682 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 683 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 684 | AddUint8Test(backends); |
| 685 | } |
| 686 | |
| 687 | TEST_CASE ("DIV_FP32_GpuAcc_Test") |
| 688 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 689 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 690 | DivFP32Test(backends); |
| 691 | } |
| 692 | |
| 693 | TEST_CASE ("DIV_Broadcast_GpuAcc_Test") |
| 694 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 695 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 696 | DivBroadcastTest(backends); |
| 697 | } |
| 698 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 699 | TEST_CASE ("MAX_FP32_GpuAcc_Test") |
| 700 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 701 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 702 | MaxFP32Test(backends); |
| 703 | } |
| 704 | |
| 705 | TEST_CASE ("MAX_Broadcast_GpuAcc_Test") |
| 706 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 707 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 708 | MaxBroadcastTest(backends); |
| 709 | } |
| 710 | |
| 711 | TEST_CASE ("MAX_UINT8_GpuAcc_Test") |
| 712 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 713 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 714 | MaxUint8Test(backends); |
| 715 | } |
| 716 | |
| 717 | TEST_CASE ("MIN_FP32_GpuAcc_Test") |
| 718 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 719 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 720 | MinFP32Test(backends); |
| 721 | } |
| 722 | |
| 723 | TEST_CASE ("MIN_Broadcast_GpuAcc_Test") |
| 724 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 725 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 726 | MinBroadcastTest(backends); |
| 727 | } |
| 728 | |
| 729 | TEST_CASE ("MIN_UINT8_GpuAcc_Test") |
| 730 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 731 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 732 | MinUint8Test(backends); |
| 733 | } |
| 734 | |
| 735 | TEST_CASE ("MUL_FP32_GpuAcc_Test") |
| 736 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 737 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 738 | MulFP32Test(backends); |
| 739 | } |
| 740 | |
| 741 | TEST_CASE ("MUL_Broadcast_GpuAcc_Test") |
| 742 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 743 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 744 | MulBroadcastTest(backends); |
| 745 | } |
| 746 | |
| 747 | TEST_CASE ("MUL_Activation_GpuAcc_Test") |
| 748 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 749 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 750 | MulActivationTest(backends); |
| 751 | } |
| 752 | |
| 753 | TEST_CASE ("MUL_UINT8_GpuAcc_Test") |
| 754 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 755 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 756 | MulUint8Test(backends); |
| 757 | } |
| 758 | |
| 759 | TEST_CASE ("SUB_FP32_GpuAcc_Test") |
| 760 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 761 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 762 | SubFP32Test(backends); |
| 763 | } |
| 764 | |
| 765 | TEST_CASE ("SUB_Broadcast_GpuAcc_Test") |
| 766 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 767 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 768 | SubBroadcastTest(backends); |
| 769 | } |
| 770 | |
| 771 | TEST_CASE ("SUB_UINT8_GpuAcc_Test") |
| 772 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 773 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 774 | SubUint8Test(backends); |
| 775 | } |
| 776 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 777 | } //TEST_SUITE("ElementwiseBinary_GpuAccTests") |
| 778 | |
| 779 | |
| 780 | |
| 781 | TEST_SUITE("ElementwiseBinary_CpuAccTests") |
| 782 | { |
| 783 | |
| 784 | TEST_CASE ("ADD_FP32_CpuAcc_Test") |
| 785 | { |
| 786 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 787 | AddFP32Test(backends); |
| 788 | } |
| 789 | |
| 790 | TEST_CASE ("ADD_Broadcast_CpuAcc_Test") |
| 791 | { |
| 792 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 793 | AddBroadcastTest(backends); |
| 794 | } |
| 795 | |
| 796 | TEST_CASE ("ADD_Actiation_CpuAcc_Test") |
| 797 | { |
| 798 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 799 | AddActivationTest(backends); |
| 800 | } |
| 801 | |
| 802 | TEST_CASE ("ADD_UINT8_CpuAcc_Test") |
| 803 | { |
| 804 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 805 | AddUint8Test(backends); |
| 806 | } |
| 807 | |
| 808 | TEST_CASE ("DIV_FP32_CpuAcc_Test") |
| 809 | { |
| 810 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 811 | DivFP32Test(backends); |
| 812 | } |
| 813 | |
| 814 | TEST_CASE ("DIV_Broadcast_CpuAcc_Test") |
| 815 | { |
| 816 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 817 | DivBroadcastTest(backends); |
| 818 | } |
| 819 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 820 | TEST_CASE ("MAX_FP32_CpuAcc_Test") |
| 821 | { |
| 822 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 823 | MaxFP32Test(backends); |
| 824 | } |
| 825 | |
| 826 | TEST_CASE ("MAX_Broadcast_CpuAcc_Test") |
| 827 | { |
| 828 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 829 | MaxBroadcastTest(backends); |
| 830 | } |
| 831 | |
| 832 | TEST_CASE ("MAX_UINT8_CpuAcc_Test") |
| 833 | { |
| 834 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 835 | MaxUint8Test(backends); |
| 836 | } |
| 837 | |
| 838 | TEST_CASE ("MIN_FP32_CpuAcc_Test") |
| 839 | { |
| 840 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 841 | MinFP32Test(backends); |
| 842 | } |
| 843 | |
| 844 | TEST_CASE ("MIN_Broadcast_CpuAcc_Test") |
| 845 | { |
| 846 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 847 | MinBroadcastTest(backends); |
| 848 | } |
| 849 | |
| 850 | TEST_CASE ("MIN_UINT8_CpuAcc_Test") |
| 851 | { |
| 852 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 853 | MinUint8Test(backends); |
| 854 | } |
| 855 | |
| 856 | TEST_CASE ("MUL_FP32_CpuAcc_Test") |
| 857 | { |
| 858 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 859 | MulFP32Test(backends); |
| 860 | } |
| 861 | |
| 862 | TEST_CASE ("MUL_Broadcast_CpuAcc_Test") |
| 863 | { |
| 864 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 865 | MulBroadcastTest(backends); |
| 866 | } |
| 867 | |
| 868 | TEST_CASE ("MUL_Actiation_CpuAcc_Test") |
| 869 | { |
| 870 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 871 | MulActivationTest(backends); |
| 872 | } |
| 873 | |
| 874 | TEST_CASE ("MUL_UINT8_CpuAcc_Test") |
| 875 | { |
| 876 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 877 | MulUint8Test(backends); |
| 878 | } |
| 879 | |
| 880 | TEST_CASE ("SUB_FP32_CpuAcc_Test") |
| 881 | { |
| 882 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 883 | SubFP32Test(backends); |
| 884 | } |
| 885 | |
| 886 | TEST_CASE ("SUB_Broadcast_CpuAcc_Test") |
| 887 | { |
| 888 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 889 | SubBroadcastTest(backends); |
| 890 | } |
| 891 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 892 | TEST_CASE ("SUB_UINT8_CpuAcc_Test") |
| 893 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 894 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 895 | SubUint8Test(backends); |
| 896 | } |
| 897 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 898 | } // TEST_SUITE("ElementwiseBinary_CpuAccTests") |
| 899 | |
| 900 | |
| 901 | TEST_SUITE("ElementwiseBinary_CpuRefTests") |
| 902 | { |
| 903 | |
| 904 | TEST_CASE ("ADD_FP32_CpuRef_Test") |
| 905 | { |
| 906 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 907 | AddFP32Test(backends); |
| 908 | } |
| 909 | |
| 910 | TEST_CASE ("ADD_Broadcast_CpuRef_Test") |
| 911 | { |
| 912 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 913 | AddBroadcastTest(backends); |
| 914 | } |
| 915 | |
| 916 | TEST_CASE ("ADD_Actiation_CpuRef_Test") |
| 917 | { |
| 918 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 919 | AddActivationTest(backends); |
| 920 | } |
| 921 | |
| 922 | TEST_CASE ("ADD_UINT8_CpuRef_Test") |
| 923 | { |
| 924 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 925 | AddUint8Test(backends); |
| 926 | } |
| 927 | |
| 928 | TEST_CASE ("DIV_FP32_CpuRef_Test") |
| 929 | { |
| 930 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 931 | DivFP32Test(backends); |
| 932 | } |
| 933 | |
| 934 | TEST_CASE ("DIV_Broadcast_CpuRef_Test") |
| 935 | { |
| 936 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 937 | DivBroadcastTest(backends); |
| 938 | } |
| 939 | |
| 940 | TEST_CASE ("DIV_UINT8_CpuRef_Test") |
| 941 | { |
| 942 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 943 | DivUint8Test(backends); |
| 944 | } |
| 945 | |
| 946 | TEST_CASE ("MAX_FP32_CpuRef_Test") |
| 947 | { |
| 948 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 949 | MaxFP32Test(backends); |
| 950 | } |
| 951 | |
| 952 | TEST_CASE ("MAX_Broadcast_CpuRef_Test") |
| 953 | { |
| 954 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 955 | MaxBroadcastTest(backends); |
| 956 | } |
| 957 | |
| 958 | TEST_CASE ("MAX_UINT8_CpuRef_Test") |
| 959 | { |
| 960 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 961 | MaxUint8Test(backends); |
| 962 | } |
| 963 | |
| 964 | TEST_CASE ("MIN_FP32_CpuRef_Test") |
| 965 | { |
| 966 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 967 | MinFP32Test(backends); |
| 968 | } |
| 969 | |
| 970 | TEST_CASE ("MIN_Broadcast_CpuRef_Test") |
| 971 | { |
| 972 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 973 | MinBroadcastTest(backends); |
| 974 | } |
| 975 | |
| 976 | TEST_CASE ("MIN_UINT8_CpuRef_Test") |
| 977 | { |
| 978 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 979 | MinUint8Test(backends); |
| 980 | } |
| 981 | |
| 982 | TEST_CASE ("MUL_FP32_CpuRef_Test") |
| 983 | { |
| 984 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 985 | MulFP32Test(backends); |
| 986 | } |
| 987 | |
| 988 | TEST_CASE ("MUL_Broadcast_CpuRef_Test") |
| 989 | { |
| 990 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 991 | MulBroadcastTest(backends); |
| 992 | } |
| 993 | |
| 994 | TEST_CASE ("MUL_Actiation_CpuRef_Test") |
| 995 | { |
| 996 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 997 | MulActivationTest(backends); |
| 998 | } |
| 999 | |
| 1000 | TEST_CASE ("MUL_UINT8_CpuRef_Test") |
| 1001 | { |
| 1002 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1003 | MulUint8Test(backends); |
| 1004 | } |
| 1005 | |
| 1006 | TEST_CASE ("SUB_FP32_CpuRef_Test") |
| 1007 | { |
| 1008 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1009 | SubFP32Test(backends); |
| 1010 | } |
| 1011 | |
| 1012 | TEST_CASE ("SUB_Broadcast_CpuRef_Test") |
| 1013 | { |
| 1014 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1015 | SubBroadcastTest(backends); |
| 1016 | } |
| 1017 | |
| 1018 | TEST_CASE ("SUB_UINT8_CpuRef_Test") |
| 1019 | { |
| 1020 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1021 | SubUint8Test(backends); |
| 1022 | } |
| 1023 | |
| 1024 | } // TEST_SUITE("ElementwiseBinary_CpuRefTests") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 1025 | |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 1026 | } // namespace armnnDelegate |