Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 1 | // |
Ryan OShea | a544f0f | 2023-01-25 18:10:20 +0000 | [diff] [blame] | 2 | // Copyright © 2020-2021, 2023 Arm Ltd and Contributors. All rights reserved. |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 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> |
Teresa Charlin | ad1b3d7 | 2023-03-14 12:10:28 +0000 | [diff] [blame^] | 14 | #include <schema_generated.h> |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 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 | f7ac72c | 2021-05-05 15:03:50 +0100 | [diff] [blame] | 132 | void AddConstInputTest(std::vector<armnn::BackendId>& backends) |
| 133 | { |
| 134 | std::vector<int32_t> input0Shape { 1, 3, 2, 1 }; |
| 135 | std::vector<int32_t> input1Shape { 1 }; |
| 136 | std::vector<int32_t> expectedOutputShape { 1, 3, 2, 1 }; |
| 137 | |
| 138 | std::vector<float> input0Values |
| 139 | { |
| 140 | 0.0f, |
| 141 | 1.0f, |
| 142 | |
| 143 | 2.0f, |
| 144 | 3.0f, |
| 145 | |
| 146 | 4.0f, |
| 147 | 5.0f, |
| 148 | }; |
| 149 | std::vector<float> input1Values |
| 150 | { |
| 151 | 0.5f |
| 152 | }; |
| 153 | // Set output data |
| 154 | std::vector<float> expectedOutputValues |
| 155 | { |
| 156 | 0.5f, |
| 157 | 1.5f, |
| 158 | |
| 159 | 2.5f, |
| 160 | 3.5f, |
| 161 | |
| 162 | 4.5f, |
| 163 | 5.5f, |
| 164 | }; |
| 165 | |
| 166 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_ADD, |
| 167 | tflite::ActivationFunctionType_NONE, |
| 168 | ::tflite::TensorType_FLOAT32, |
| 169 | backends, |
| 170 | input0Shape, |
| 171 | input1Shape, |
| 172 | expectedOutputShape, |
| 173 | input0Values, |
| 174 | input1Values, |
| 175 | expectedOutputValues, |
| 176 | 1.0f, |
| 177 | 0, |
| 178 | true); |
| 179 | } |
| 180 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 181 | void AddActivationTest(std::vector<armnn::BackendId>& backends) |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 182 | { |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 183 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 184 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 185 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 186 | |
| 187 | std::vector<float> input0Values { 4.0f, 0.8f, 0.7f, -0.8f }; |
| 188 | std::vector<float> input1Values { 0.7f, -1.2f, 0.8f, 0.5f }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 189 | std::vector<float> expectedOutputValues { 4.7f, 0.0f, 1.5f, 0.0f }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 190 | |
| 191 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_ADD, |
| 192 | tflite::ActivationFunctionType_RELU, |
| 193 | ::tflite::TensorType_FLOAT32, |
| 194 | backends, |
| 195 | input0Shape, |
| 196 | input1Shape, |
| 197 | expectedOutputShape, |
| 198 | input0Values, |
| 199 | input1Values, |
| 200 | expectedOutputValues); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 201 | } |
| 202 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 203 | void AddUint8Test(std::vector<armnn::BackendId>& backends) |
| 204 | { |
| 205 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 206 | std::vector<int32_t> input1Shape { 1, 2, 2, 3 }; |
| 207 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 208 | |
| 209 | std::vector<uint8_t> input0Values = |
| 210 | { |
| 211 | 63, 35, 77, 70, 56, 112, |
| 212 | 203, 28, 252, 168, 245, 91 |
| 213 | }; |
| 214 | |
| 215 | std::vector<uint8_t> input1Values = |
| 216 | { |
| 217 | 21, 7, 175, 231, 175, 210, |
| 218 | 126, 161, 63, 21, 105, 126 |
| 219 | }; |
| 220 | |
| 221 | std::vector<uint8_t> expectedOutputValues = |
| 222 | { |
| 223 | 81, 39, 249, 255, 228, 255, |
| 224 | 255, 186, 255, 186, 255, 214, |
| 225 | }; |
| 226 | |
| 227 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_ADD, |
| 228 | tflite::ActivationFunctionType_NONE, |
| 229 | ::tflite::TensorType_UINT8, |
| 230 | backends, |
| 231 | input0Shape, |
| 232 | input1Shape, |
| 233 | expectedOutputShape, |
| 234 | input0Values, |
| 235 | input1Values, |
| 236 | expectedOutputValues, 7.0f, 3); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 237 | } |
| 238 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 239 | void DivFP32Test(std::vector<armnn::BackendId>& backends) |
| 240 | { |
| 241 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 242 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 243 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 244 | |
| 245 | std::vector<float> input0Values = |
| 246 | { |
| 247 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 248 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 249 | |
| 250 | }; |
| 251 | |
| 252 | std::vector<float> input1Values = |
| 253 | { |
| 254 | 1.f, 1.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, |
| 255 | 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f |
| 256 | }; |
| 257 | |
| 258 | std::vector<float> expectedOutputValues = |
| 259 | { |
| 260 | 2.f, 2.f, 2.f, 2.f, 1.50f, 1.50f, 1.50f, 1.50f, |
| 261 | 1.f, 1.f, 1.f, 1.f, 1.25f, 1.25f, 1.25f, 1.25f |
| 262 | }; |
| 263 | |
| 264 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_DIV, |
| 265 | tflite::ActivationFunctionType_NONE, |
| 266 | ::tflite::TensorType_FLOAT32, |
| 267 | backends, |
| 268 | input0Shape, |
| 269 | input1Shape, |
| 270 | expectedOutputShape, |
| 271 | input0Values, |
| 272 | input1Values, |
| 273 | expectedOutputValues); |
| 274 | } |
| 275 | |
| 276 | void DivBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 277 | { |
| 278 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 279 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 280 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 281 | |
| 282 | std::vector<float> input0Values = { 2, 4, 6, 8, 10, 12, 14, 16 }; |
| 283 | std::vector<float> input1Values = { 2 }; |
| 284 | std::vector<float> expectedOutputValues = { 1, 2, 3, 4, 5, 6, 7, 8 }; |
| 285 | |
| 286 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_DIV, |
| 287 | tflite::ActivationFunctionType_NONE, |
| 288 | ::tflite::TensorType_FLOAT32, |
| 289 | backends, |
| 290 | input0Shape, |
| 291 | input1Shape, |
| 292 | expectedOutputShape, |
| 293 | input0Values, |
| 294 | input1Values, |
| 295 | expectedOutputValues); |
| 296 | } |
| 297 | |
| 298 | void DivUint8Test(std::vector<armnn::BackendId>& backends) |
| 299 | { |
| 300 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 301 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 302 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 303 | |
| 304 | std::vector<uint8_t> input0Values = |
| 305 | { |
| 306 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 307 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 308 | |
| 309 | }; |
| 310 | |
| 311 | std::vector<uint8_t> input1Values = |
| 312 | { |
| 313 | 1, 1, 1, 1, 2, 2, 2, 2, |
| 314 | 4, 4, 4, 4, 4, 4, 4, 4 |
| 315 | }; |
| 316 | |
| 317 | std::vector<uint8_t> expectedOutputValues = |
| 318 | { |
| 319 | 8, 8, 8, 8, 6, 6, 6, 6, |
| 320 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 321 | }; |
| 322 | |
| 323 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_DIV, |
| 324 | tflite::ActivationFunctionType_NONE, |
| 325 | ::tflite::TensorType_UINT8, |
| 326 | backends, |
| 327 | input0Shape, |
| 328 | input1Shape, |
| 329 | expectedOutputShape, |
| 330 | input0Values, |
| 331 | input1Values, |
| 332 | expectedOutputValues, 0.25f, 0); |
| 333 | } |
| 334 | |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 335 | void FloorDivFP32Test(std::vector<armnn::BackendId>& backends) |
| 336 | { |
| 337 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 338 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 339 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 340 | |
| 341 | std::vector<float> input0Values = |
| 342 | { |
| 343 | -37.5f, -15.2f, -8.76f, -2.0f, -2.6f, -1.0f, -0.8f, 0.0f, |
| 344 | 4.0f, 1.6f, 2.0f, 5.2f, 6.0f, 35.04f, 60.8f, 150.0f |
| 345 | }; |
| 346 | |
| 347 | std::vector<float> input1Values = |
| 348 | { |
| 349 | 1.f, 1.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, |
| 350 | 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f |
| 351 | }; |
| 352 | |
| 353 | std::vector<float> expectedOutputValues = |
| 354 | { |
| 355 | -38.0f, -16.0f, -9.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f, |
| 356 | 1.0f, 0.0f, 0.0f, 1.0f, 1.0f, 8.0f, 15.0f, 37.0f |
| 357 | }; |
| 358 | |
| 359 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_FLOOR_DIV, |
| 360 | tflite::ActivationFunctionType_NONE, |
| 361 | ::tflite::TensorType_FLOAT32, |
| 362 | backends, |
| 363 | input0Shape, |
| 364 | input1Shape, |
| 365 | expectedOutputShape, |
| 366 | input0Values, |
| 367 | input1Values, |
| 368 | expectedOutputValues); |
| 369 | |
| 370 | } |
| 371 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 372 | void MaxFP32Test(std::vector<armnn::BackendId>& backends) |
| 373 | { |
| 374 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 375 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 376 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 377 | |
| 378 | std::vector<float> input0Values = |
| 379 | { |
| 380 | 1.f, 1.f, 5.f, 1.f, 2.f, 2.f, 7.f, 2.f, |
| 381 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 382 | |
| 383 | }; |
| 384 | |
| 385 | std::vector<float> input1Values = |
| 386 | { |
| 387 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 388 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 389 | }; |
| 390 | |
| 391 | std::vector<float> expectedOutputValues = |
| 392 | { |
| 393 | 2.f, 2.f, 5.f, 2.f, 3.f, 3.f, 7.f, 3.f, |
| 394 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 395 | }; |
| 396 | |
| 397 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MAXIMUM, |
| 398 | tflite::ActivationFunctionType_NONE, |
| 399 | ::tflite::TensorType_FLOAT32, |
| 400 | backends, |
| 401 | input0Shape, |
| 402 | input1Shape, |
| 403 | expectedOutputShape, |
| 404 | input0Values, |
| 405 | input1Values, |
| 406 | expectedOutputValues); |
| 407 | } |
| 408 | |
| 409 | void MaxBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 410 | { |
| 411 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 412 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 413 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 414 | |
| 415 | std::vector<float> input0Values = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 416 | std::vector<float> input1Values = { 4.f }; |
| 417 | std::vector<float> expectedOutputValues = { 4.f, 4.f, 4.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 418 | |
| 419 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MAXIMUM, |
| 420 | tflite::ActivationFunctionType_NONE, |
| 421 | ::tflite::TensorType_FLOAT32, |
| 422 | backends, |
| 423 | input0Shape, |
| 424 | input1Shape, |
| 425 | expectedOutputShape, |
| 426 | input0Values, |
| 427 | input1Values, |
| 428 | expectedOutputValues); |
| 429 | } |
| 430 | |
| 431 | void MaxUint8Test(std::vector<armnn::BackendId>& backends) |
| 432 | { |
| 433 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 434 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 435 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 436 | |
| 437 | std::vector<uint8_t> input0Values = |
| 438 | { |
| 439 | 1, 1, 1, 1, 7, 8, 9, 9, |
| 440 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 441 | |
| 442 | }; |
| 443 | |
| 444 | std::vector<uint8_t> input1Values = |
| 445 | { |
| 446 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 447 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 448 | }; |
| 449 | |
| 450 | std::vector<uint8_t> expectedOutputValues = |
| 451 | { |
| 452 | 2, 2, 2, 2, 7, 8, 9, 9, |
| 453 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 454 | }; |
| 455 | |
| 456 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MAXIMUM, |
| 457 | tflite::ActivationFunctionType_NONE, |
| 458 | ::tflite::TensorType_UINT8, |
| 459 | backends, |
| 460 | input0Shape, |
| 461 | input1Shape, |
| 462 | expectedOutputShape, |
| 463 | input0Values, |
| 464 | input1Values, |
| 465 | expectedOutputValues, 1.0f, 0); |
| 466 | } |
| 467 | |
| 468 | void MinFP32Test(std::vector<armnn::BackendId>& backends) |
| 469 | { |
| 470 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 471 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 472 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 473 | |
| 474 | std::vector<float> input0Values = |
| 475 | { |
| 476 | 1.f, 1.f, 5.f, 1.f, 2.f, 2.f, 7.f, 2.f, |
| 477 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 478 | |
| 479 | }; |
| 480 | |
| 481 | std::vector<float> input1Values = |
| 482 | { |
| 483 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 484 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f |
| 485 | }; |
| 486 | |
| 487 | std::vector<float> expectedOutputValues = |
| 488 | { |
| 489 | 1.f, 1.f, 2.f, 1.f, 2.f, 2.f, 3.f, 2.f, |
| 490 | 1.f, 1.f, 1.f, 1.f, 4.f, 4.f, 4.f, 4.f |
| 491 | }; |
| 492 | |
| 493 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MINIMUM, |
| 494 | tflite::ActivationFunctionType_NONE, |
| 495 | ::tflite::TensorType_FLOAT32, |
| 496 | backends, |
| 497 | input0Shape, |
| 498 | input1Shape, |
| 499 | expectedOutputShape, |
| 500 | input0Values, |
| 501 | input1Values, |
| 502 | expectedOutputValues); |
| 503 | } |
| 504 | |
| 505 | void MinBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 506 | { |
| 507 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 508 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 509 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 510 | |
| 511 | std::vector<float> input0Values = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 512 | |
| 513 | std::vector<float> input1Values = { 4.f }; |
| 514 | |
| 515 | std::vector<float> expectedOutputValues = { 1.f, 2.f, 3.f, 4.f, 4.f, 4.f, 4.f, 4.f }; |
| 516 | |
| 517 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MINIMUM, |
| 518 | tflite::ActivationFunctionType_NONE, |
| 519 | ::tflite::TensorType_FLOAT32, |
| 520 | backends, |
| 521 | input0Shape, |
| 522 | input1Shape, |
| 523 | expectedOutputShape, |
| 524 | input0Values, |
| 525 | input1Values, |
| 526 | expectedOutputValues); |
| 527 | } |
| 528 | |
| 529 | void MinUint8Test(std::vector<armnn::BackendId>& backends) |
| 530 | { |
| 531 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 532 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 533 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 534 | |
| 535 | std::vector<uint8_t> input0Values = |
| 536 | { |
| 537 | 1, 1, 1, 1, 7, 8, 9, 9, |
| 538 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 539 | |
| 540 | }; |
| 541 | |
| 542 | std::vector<uint8_t> input1Values = |
| 543 | { |
| 544 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 545 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 546 | }; |
| 547 | |
| 548 | std::vector<uint8_t> expectedOutputValues = |
| 549 | { |
| 550 | 1, 1, 1, 1, 3, 3, 3, 3, |
| 551 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 552 | }; |
| 553 | |
| 554 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MINIMUM, |
| 555 | tflite::ActivationFunctionType_NONE, |
| 556 | ::tflite::TensorType_UINT8, |
| 557 | backends, |
| 558 | input0Shape, |
| 559 | input1Shape, |
| 560 | expectedOutputShape, |
| 561 | input0Values, |
| 562 | input1Values, |
| 563 | expectedOutputValues, 1.0f, 0); |
| 564 | } |
| 565 | |
| 566 | void MulFP32Test(std::vector<armnn::BackendId>& backends) |
| 567 | { |
| 568 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 569 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 570 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 571 | |
| 572 | std::vector<float> input0Values = |
| 573 | { |
| 574 | 1.f, 1.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, |
| 575 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 576 | |
| 577 | }; |
| 578 | |
| 579 | std::vector<float> input1Values = |
| 580 | { |
| 581 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 582 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 583 | }; |
| 584 | |
| 585 | std::vector<float> expectedOutputValues = |
| 586 | { |
| 587 | 2.f, 2.f, 2.f, 2.f, 6.f, 6.f, 6.f, 6.f, |
| 588 | 12.f, 12.f, 12.f, 12.f, 20.f, 20.f, 20.f, 20.f |
| 589 | }; |
| 590 | |
| 591 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 592 | tflite::ActivationFunctionType_NONE, |
| 593 | ::tflite::TensorType_FLOAT32, |
| 594 | backends, |
| 595 | input0Shape, |
| 596 | input1Shape, |
| 597 | expectedOutputShape, |
| 598 | input0Values, |
| 599 | input1Values, |
| 600 | expectedOutputValues); |
| 601 | } |
| 602 | |
| 603 | void MulBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 604 | { |
| 605 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 606 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 607 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 608 | |
| 609 | std::vector<float> input0Values = { 2, 4, 6, 8, 10, 12, 14, 16 }; |
| 610 | std::vector<float> input1Values = { 2 }; |
| 611 | std::vector<float> expectedOutputValues = { 4, 8, 12, 16, 20, 24, 28, 32 }; |
| 612 | |
| 613 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 614 | tflite::ActivationFunctionType_NONE, |
| 615 | ::tflite::TensorType_FLOAT32, |
| 616 | backends, |
| 617 | input0Shape, |
| 618 | input1Shape, |
| 619 | expectedOutputShape, |
| 620 | input0Values, |
| 621 | input1Values, |
| 622 | expectedOutputValues); |
| 623 | } |
| 624 | |
| 625 | void MulUint8Test(std::vector<armnn::BackendId>& backends) |
| 626 | { |
| 627 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 628 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 629 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 630 | |
| 631 | std::vector<uint8_t> input0Values = |
| 632 | { |
| 633 | 1, 2, 3, 4, 5, 6, |
| 634 | 7, 8, 9, 10, 11, 12 |
| 635 | |
| 636 | }; |
| 637 | |
| 638 | std::vector<uint8_t> input1Values = { 1, 2, 3 }; |
| 639 | |
| 640 | std::vector<uint8_t> expectedOutputValues = |
| 641 | { |
| 642 | 1, 4, 9, 4, 10, 18, |
| 643 | 7, 16, 27, 10, 22, 36 |
| 644 | }; |
| 645 | |
| 646 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MUL, |
| 647 | tflite::ActivationFunctionType_NONE, |
| 648 | ::tflite::TensorType_UINT8, |
| 649 | backends, |
| 650 | input0Shape, |
| 651 | input1Shape, |
| 652 | expectedOutputShape, |
| 653 | input0Values, |
| 654 | input1Values, |
| 655 | expectedOutputValues, 1.0f, 0); |
| 656 | } |
| 657 | |
| 658 | void MulActivationTest(std::vector<armnn::BackendId>& backends) |
| 659 | { |
| 660 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 661 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 662 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 663 | |
| 664 | std::vector<float> input0Values { 4.0f, 0.0f, 1.0f, 0.5f }; |
| 665 | std::vector<float> input1Values { -2.0f, -1.2f, 2.5f, 2.0f }; |
| 666 | std::vector<float> expectedOutputValues { 0.0f, 0.0f, 2.5f, 1.0f }; |
| 667 | |
| 668 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 669 | tflite::ActivationFunctionType_RELU, |
| 670 | ::tflite::TensorType_FLOAT32, |
| 671 | backends, |
| 672 | input0Shape, |
| 673 | input1Shape, |
| 674 | expectedOutputShape, |
| 675 | input0Values, |
| 676 | input1Values, |
| 677 | expectedOutputValues); |
| 678 | } |
| 679 | |
| 680 | void SubFP32Test(std::vector<armnn::BackendId>& backends) |
| 681 | { |
| 682 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 683 | std::vector<int32_t> input1Shape { 1, 1, 2, 2 }; |
| 684 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 685 | |
| 686 | std::vector<float> input0Values = { 1, 3, 3, -7 }; |
| 687 | std::vector<float> input1Values = { 1, -1, 0, -2 }; |
| 688 | std::vector<float> expectedOutputValues = { 0, 4, 3, -5 }; |
| 689 | |
| 690 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_SUB, |
| 691 | tflite::ActivationFunctionType_NONE, |
| 692 | ::tflite::TensorType_FLOAT32, |
| 693 | backends, |
| 694 | input0Shape, |
| 695 | input1Shape, |
| 696 | expectedOutputShape, |
| 697 | input0Values, |
| 698 | input1Values, |
| 699 | expectedOutputValues); |
| 700 | } |
| 701 | |
| 702 | void SubBroadcastTest(std::vector<armnn::BackendId>& backends) |
| 703 | { |
| 704 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 705 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 706 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 707 | |
| 708 | std::vector<float> input0Values = { 2, 3, 4, 5}; |
| 709 | std::vector<float> input1Values = { 10 }; |
| 710 | std::vector<float> expectedOutputValues = { -8, -7, -6, -5 }; |
| 711 | |
| 712 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_SUB, |
| 713 | tflite::ActivationFunctionType_NONE, |
| 714 | ::tflite::TensorType_FLOAT32, |
| 715 | backends, |
| 716 | input0Shape, |
| 717 | input1Shape, |
| 718 | expectedOutputShape, |
| 719 | input0Values, |
| 720 | input1Values, |
| 721 | expectedOutputValues); |
| 722 | } |
| 723 | |
| 724 | void SubUint8Test(std::vector<armnn::BackendId>& backends) |
| 725 | { |
| 726 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 727 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 728 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 729 | |
| 730 | std::vector<uint8_t> input0Values = { 10, 12, 14, 16 }; |
| 731 | std::vector<uint8_t> input1Values = { 2 }; |
| 732 | std::vector<uint8_t> expectedOutputValues = { 8, 10, 12, 14 }; |
| 733 | |
| 734 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_SUB, |
| 735 | tflite::ActivationFunctionType_NONE, |
| 736 | ::tflite::TensorType_UINT8, |
| 737 | backends, |
| 738 | input0Shape, |
| 739 | input1Shape, |
| 740 | expectedOutputShape, |
| 741 | input0Values, |
| 742 | input1Values, |
| 743 | expectedOutputValues, 1.0f, 0); |
| 744 | } |
| 745 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 746 | TEST_SUITE("ElementwiseBinary_GpuAccTests") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 747 | { |
| 748 | |
| 749 | TEST_CASE ("ADD_FP32_GpuAcc_Test") |
| 750 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 751 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 752 | AddFP32Test(backends); |
| 753 | } |
| 754 | |
| 755 | TEST_CASE ("ADD_Broadcast_GpuAcc_Test") |
| 756 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 757 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 758 | AddBroadcastTest(backends); |
| 759 | } |
| 760 | |
| 761 | TEST_CASE ("ADD_Activation_GpuAcc_Test") |
| 762 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 763 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 764 | AddActivationTest(backends); |
| 765 | } |
| 766 | |
| 767 | TEST_CASE ("ADD_UINT8_GpuAcc_Test") |
| 768 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 769 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 770 | AddUint8Test(backends); |
| 771 | } |
| 772 | |
| 773 | TEST_CASE ("DIV_FP32_GpuAcc_Test") |
| 774 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 775 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 776 | DivFP32Test(backends); |
| 777 | } |
| 778 | |
| 779 | TEST_CASE ("DIV_Broadcast_GpuAcc_Test") |
| 780 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 781 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 782 | DivBroadcastTest(backends); |
| 783 | } |
| 784 | |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 785 | TEST_CASE ("FLOORDIV_FP32_GpuAcc_Test") |
| 786 | { |
| 787 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
| 788 | FloorDivFP32Test(backends); |
| 789 | } |
| 790 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 791 | TEST_CASE ("MAX_FP32_GpuAcc_Test") |
| 792 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 793 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 794 | MaxFP32Test(backends); |
| 795 | } |
| 796 | |
| 797 | TEST_CASE ("MAX_Broadcast_GpuAcc_Test") |
| 798 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 799 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 800 | MaxBroadcastTest(backends); |
| 801 | } |
| 802 | |
| 803 | TEST_CASE ("MAX_UINT8_GpuAcc_Test") |
| 804 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 805 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 806 | MaxUint8Test(backends); |
| 807 | } |
| 808 | |
| 809 | TEST_CASE ("MIN_FP32_GpuAcc_Test") |
| 810 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 811 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 812 | MinFP32Test(backends); |
| 813 | } |
| 814 | |
| 815 | TEST_CASE ("MIN_Broadcast_GpuAcc_Test") |
| 816 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 817 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 818 | MinBroadcastTest(backends); |
| 819 | } |
| 820 | |
| 821 | TEST_CASE ("MIN_UINT8_GpuAcc_Test") |
| 822 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 823 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 824 | MinUint8Test(backends); |
| 825 | } |
| 826 | |
| 827 | TEST_CASE ("MUL_FP32_GpuAcc_Test") |
| 828 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 829 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 830 | MulFP32Test(backends); |
| 831 | } |
| 832 | |
| 833 | TEST_CASE ("MUL_Broadcast_GpuAcc_Test") |
| 834 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 835 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 836 | MulBroadcastTest(backends); |
| 837 | } |
| 838 | |
| 839 | TEST_CASE ("MUL_Activation_GpuAcc_Test") |
| 840 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 841 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 842 | MulActivationTest(backends); |
| 843 | } |
| 844 | |
| 845 | TEST_CASE ("MUL_UINT8_GpuAcc_Test") |
| 846 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 847 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 848 | MulUint8Test(backends); |
| 849 | } |
| 850 | |
| 851 | TEST_CASE ("SUB_FP32_GpuAcc_Test") |
| 852 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 853 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 854 | SubFP32Test(backends); |
| 855 | } |
| 856 | |
| 857 | TEST_CASE ("SUB_Broadcast_GpuAcc_Test") |
| 858 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 859 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 860 | SubBroadcastTest(backends); |
| 861 | } |
| 862 | |
| 863 | TEST_CASE ("SUB_UINT8_GpuAcc_Test") |
| 864 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 865 | std::vector<armnn::BackendId> backends = { armnn::Compute::GpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 866 | SubUint8Test(backends); |
| 867 | } |
| 868 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 869 | } //TEST_SUITE("ElementwiseBinary_GpuAccTests") |
| 870 | |
| 871 | |
| 872 | |
| 873 | TEST_SUITE("ElementwiseBinary_CpuAccTests") |
| 874 | { |
| 875 | |
| 876 | TEST_CASE ("ADD_FP32_CpuAcc_Test") |
| 877 | { |
| 878 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 879 | AddFP32Test(backends); |
| 880 | } |
| 881 | |
| 882 | TEST_CASE ("ADD_Broadcast_CpuAcc_Test") |
| 883 | { |
| 884 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 885 | AddBroadcastTest(backends); |
| 886 | } |
| 887 | |
Ryan OShea | a544f0f | 2023-01-25 18:10:20 +0000 | [diff] [blame] | 888 | TEST_CASE ("ADD_Activation_CpuAcc_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 889 | { |
| 890 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 891 | AddActivationTest(backends); |
| 892 | } |
| 893 | |
| 894 | TEST_CASE ("ADD_UINT8_CpuAcc_Test") |
| 895 | { |
| 896 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 897 | AddUint8Test(backends); |
| 898 | } |
| 899 | |
| 900 | TEST_CASE ("DIV_FP32_CpuAcc_Test") |
| 901 | { |
| 902 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 903 | DivFP32Test(backends); |
| 904 | } |
| 905 | |
| 906 | TEST_CASE ("DIV_Broadcast_CpuAcc_Test") |
| 907 | { |
| 908 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 909 | DivBroadcastTest(backends); |
| 910 | } |
| 911 | |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 912 | TEST_CASE ("FLOORDIV_FP32_CpuAcc_Test") |
| 913 | { |
| 914 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 915 | FloorDivFP32Test(backends); |
| 916 | } |
| 917 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 918 | TEST_CASE ("MAX_FP32_CpuAcc_Test") |
| 919 | { |
| 920 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 921 | MaxFP32Test(backends); |
| 922 | } |
| 923 | |
| 924 | TEST_CASE ("MAX_Broadcast_CpuAcc_Test") |
| 925 | { |
| 926 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 927 | MaxBroadcastTest(backends); |
| 928 | } |
| 929 | |
| 930 | TEST_CASE ("MAX_UINT8_CpuAcc_Test") |
| 931 | { |
| 932 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 933 | MaxUint8Test(backends); |
| 934 | } |
| 935 | |
| 936 | TEST_CASE ("MIN_FP32_CpuAcc_Test") |
| 937 | { |
| 938 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 939 | MinFP32Test(backends); |
| 940 | } |
| 941 | |
| 942 | TEST_CASE ("MIN_Broadcast_CpuAcc_Test") |
| 943 | { |
| 944 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 945 | MinBroadcastTest(backends); |
| 946 | } |
| 947 | |
| 948 | TEST_CASE ("MIN_UINT8_CpuAcc_Test") |
| 949 | { |
| 950 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 951 | MinUint8Test(backends); |
| 952 | } |
| 953 | |
| 954 | TEST_CASE ("MUL_FP32_CpuAcc_Test") |
| 955 | { |
| 956 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 957 | MulFP32Test(backends); |
| 958 | } |
| 959 | |
| 960 | TEST_CASE ("MUL_Broadcast_CpuAcc_Test") |
| 961 | { |
| 962 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 963 | MulBroadcastTest(backends); |
| 964 | } |
| 965 | |
| 966 | TEST_CASE ("MUL_Actiation_CpuAcc_Test") |
| 967 | { |
| 968 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 969 | MulActivationTest(backends); |
| 970 | } |
| 971 | |
| 972 | TEST_CASE ("MUL_UINT8_CpuAcc_Test") |
| 973 | { |
| 974 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 975 | MulUint8Test(backends); |
| 976 | } |
| 977 | |
| 978 | TEST_CASE ("SUB_FP32_CpuAcc_Test") |
| 979 | { |
| 980 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 981 | SubFP32Test(backends); |
| 982 | } |
| 983 | |
| 984 | TEST_CASE ("SUB_Broadcast_CpuAcc_Test") |
| 985 | { |
| 986 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
| 987 | SubBroadcastTest(backends); |
| 988 | } |
| 989 | |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 990 | TEST_CASE ("SUB_UINT8_CpuAcc_Test") |
| 991 | { |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 992 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuAcc }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 993 | SubUint8Test(backends); |
| 994 | } |
| 995 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 996 | } // TEST_SUITE("ElementwiseBinary_CpuAccTests") |
| 997 | |
| 998 | |
| 999 | TEST_SUITE("ElementwiseBinary_CpuRefTests") |
| 1000 | { |
| 1001 | |
| 1002 | TEST_CASE ("ADD_FP32_CpuRef_Test") |
| 1003 | { |
| 1004 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1005 | AddFP32Test(backends); |
| 1006 | } |
| 1007 | |
| 1008 | TEST_CASE ("ADD_Broadcast_CpuRef_Test") |
| 1009 | { |
| 1010 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1011 | AddBroadcastTest(backends); |
| 1012 | } |
| 1013 | |
Sadik Armagan | f7ac72c | 2021-05-05 15:03:50 +0100 | [diff] [blame] | 1014 | TEST_CASE ("ADD_Constant_Input_CpuRef_Test") |
| 1015 | { |
| 1016 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1017 | AddConstInputTest(backends); |
| 1018 | } |
| 1019 | |
Ryan OShea | a544f0f | 2023-01-25 18:10:20 +0000 | [diff] [blame] | 1020 | TEST_CASE ("ADD_Activation_CpuRef_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 1021 | { |
| 1022 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1023 | AddActivationTest(backends); |
| 1024 | } |
| 1025 | |
| 1026 | TEST_CASE ("ADD_UINT8_CpuRef_Test") |
| 1027 | { |
| 1028 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1029 | AddUint8Test(backends); |
| 1030 | } |
| 1031 | |
| 1032 | TEST_CASE ("DIV_FP32_CpuRef_Test") |
| 1033 | { |
| 1034 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1035 | DivFP32Test(backends); |
| 1036 | } |
| 1037 | |
| 1038 | TEST_CASE ("DIV_Broadcast_CpuRef_Test") |
| 1039 | { |
| 1040 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1041 | DivBroadcastTest(backends); |
| 1042 | } |
| 1043 | |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 1044 | TEST_CASE ("FLOORDIV_FP32_CpuRef_Test") |
| 1045 | { |
| 1046 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1047 | FloorDivFP32Test(backends); |
| 1048 | } |
| 1049 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 1050 | TEST_CASE ("DIV_UINT8_CpuRef_Test") |
| 1051 | { |
| 1052 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1053 | DivUint8Test(backends); |
| 1054 | } |
| 1055 | |
| 1056 | TEST_CASE ("MAX_FP32_CpuRef_Test") |
| 1057 | { |
| 1058 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1059 | MaxFP32Test(backends); |
| 1060 | } |
| 1061 | |
| 1062 | TEST_CASE ("MAX_Broadcast_CpuRef_Test") |
| 1063 | { |
| 1064 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1065 | MaxBroadcastTest(backends); |
| 1066 | } |
| 1067 | |
| 1068 | TEST_CASE ("MAX_UINT8_CpuRef_Test") |
| 1069 | { |
| 1070 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1071 | MaxUint8Test(backends); |
| 1072 | } |
| 1073 | |
| 1074 | TEST_CASE ("MIN_FP32_CpuRef_Test") |
| 1075 | { |
| 1076 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1077 | MinFP32Test(backends); |
| 1078 | } |
| 1079 | |
| 1080 | TEST_CASE ("MIN_Broadcast_CpuRef_Test") |
| 1081 | { |
| 1082 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1083 | MinBroadcastTest(backends); |
| 1084 | } |
| 1085 | |
| 1086 | TEST_CASE ("MIN_UINT8_CpuRef_Test") |
| 1087 | { |
| 1088 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1089 | MinUint8Test(backends); |
| 1090 | } |
| 1091 | |
| 1092 | TEST_CASE ("MUL_FP32_CpuRef_Test") |
| 1093 | { |
| 1094 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1095 | MulFP32Test(backends); |
| 1096 | } |
| 1097 | |
| 1098 | TEST_CASE ("MUL_Broadcast_CpuRef_Test") |
| 1099 | { |
| 1100 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1101 | MulBroadcastTest(backends); |
| 1102 | } |
| 1103 | |
| 1104 | TEST_CASE ("MUL_Actiation_CpuRef_Test") |
| 1105 | { |
| 1106 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1107 | MulActivationTest(backends); |
| 1108 | } |
| 1109 | |
| 1110 | TEST_CASE ("MUL_UINT8_CpuRef_Test") |
| 1111 | { |
| 1112 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1113 | MulUint8Test(backends); |
| 1114 | } |
| 1115 | |
| 1116 | TEST_CASE ("SUB_FP32_CpuRef_Test") |
| 1117 | { |
| 1118 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1119 | SubFP32Test(backends); |
| 1120 | } |
| 1121 | |
| 1122 | TEST_CASE ("SUB_Broadcast_CpuRef_Test") |
| 1123 | { |
| 1124 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1125 | SubBroadcastTest(backends); |
| 1126 | } |
| 1127 | |
| 1128 | TEST_CASE ("SUB_UINT8_CpuRef_Test") |
| 1129 | { |
| 1130 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 1131 | SubUint8Test(backends); |
| 1132 | } |
| 1133 | |
| 1134 | } // TEST_SUITE("ElementwiseBinary_CpuRefTests") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 1135 | |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 1136 | } // namespace armnnDelegate |