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> |
Colm Donelan | 5ea6e3f | 2023-12-08 15:49:54 +0000 | [diff] [blame] | 14 | |
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 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 22 | void AddFP32Test() |
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, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 76 | input0Shape, |
| 77 | input1Shape, |
| 78 | expectedOutputShape, |
| 79 | input0Values, |
| 80 | input1Values, |
| 81 | expectedOutputValues); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 82 | } |
| 83 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 84 | void AddBroadcastTest() |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 85 | { |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 86 | std::vector<int32_t> input0Shape { 1, 3, 2, 1 }; |
| 87 | std::vector<int32_t> input1Shape { 1, 1, 2, 3 }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 88 | std::vector<int32_t> expectedOutputShape { 1, 3, 2, 3 }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 89 | |
| 90 | std::vector<float> input0Values |
| 91 | { |
| 92 | 0.0f, |
| 93 | 1.0f, |
| 94 | |
| 95 | 2.0f, |
| 96 | 3.0f, |
| 97 | |
| 98 | 4.0f, |
| 99 | 5.0f, |
| 100 | }; |
| 101 | std::vector<float> input1Values |
| 102 | { |
| 103 | 0.5f, 1.5f, 2.5f, |
| 104 | 3.5f, 4.5f, 5.5f, |
| 105 | }; |
| 106 | // Set output data |
| 107 | std::vector<float> expectedOutputValues |
| 108 | { |
| 109 | 0.5f, 1.5f, 2.5f, |
| 110 | 4.5f, 5.5f, 6.5f, |
| 111 | |
| 112 | 2.5f, 3.5f, 4.5f, |
| 113 | 6.5f, 7.5f, 8.5f, |
| 114 | |
| 115 | 4.5f, 5.5f, 6.5f, |
| 116 | 8.5f, 9.5f, 10.5f, |
| 117 | }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 118 | |
| 119 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_ADD, |
| 120 | tflite::ActivationFunctionType_NONE, |
| 121 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 122 | input0Shape, |
| 123 | input1Shape, |
| 124 | expectedOutputShape, |
| 125 | input0Values, |
| 126 | input1Values, |
| 127 | expectedOutputValues); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 128 | } |
| 129 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 130 | void AddConstInputTest() |
Sadik Armagan | f7ac72c | 2021-05-05 15:03:50 +0100 | [diff] [blame] | 131 | { |
| 132 | std::vector<int32_t> input0Shape { 1, 3, 2, 1 }; |
| 133 | std::vector<int32_t> input1Shape { 1 }; |
| 134 | std::vector<int32_t> expectedOutputShape { 1, 3, 2, 1 }; |
| 135 | |
| 136 | std::vector<float> input0Values |
| 137 | { |
| 138 | 0.0f, |
| 139 | 1.0f, |
| 140 | |
| 141 | 2.0f, |
| 142 | 3.0f, |
| 143 | |
| 144 | 4.0f, |
| 145 | 5.0f, |
| 146 | }; |
| 147 | std::vector<float> input1Values |
| 148 | { |
| 149 | 0.5f |
| 150 | }; |
| 151 | // Set output data |
| 152 | std::vector<float> expectedOutputValues |
| 153 | { |
| 154 | 0.5f, |
| 155 | 1.5f, |
| 156 | |
| 157 | 2.5f, |
| 158 | 3.5f, |
| 159 | |
| 160 | 4.5f, |
| 161 | 5.5f, |
| 162 | }; |
| 163 | |
| 164 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_ADD, |
| 165 | tflite::ActivationFunctionType_NONE, |
| 166 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | f7ac72c | 2021-05-05 15:03:50 +0100 | [diff] [blame] | 167 | input0Shape, |
| 168 | input1Shape, |
| 169 | expectedOutputShape, |
| 170 | input0Values, |
| 171 | input1Values, |
| 172 | expectedOutputValues, |
| 173 | 1.0f, |
| 174 | 0, |
| 175 | true); |
| 176 | } |
| 177 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 178 | void AddActivationTest() |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 179 | { |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 180 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 181 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 182 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 183 | |
| 184 | std::vector<float> input0Values { 4.0f, 0.8f, 0.7f, -0.8f }; |
| 185 | std::vector<float> input1Values { 0.7f, -1.2f, 0.8f, 0.5f }; |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 186 | std::vector<float> expectedOutputValues { 4.7f, 0.0f, 1.5f, 0.0f }; |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 187 | |
| 188 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_ADD, |
| 189 | tflite::ActivationFunctionType_RELU, |
| 190 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 191 | input0Shape, |
| 192 | input1Shape, |
| 193 | expectedOutputShape, |
| 194 | input0Values, |
| 195 | input1Values, |
| 196 | expectedOutputValues); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 197 | } |
| 198 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 199 | void AddUint8Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 200 | { |
| 201 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 202 | std::vector<int32_t> input1Shape { 1, 2, 2, 3 }; |
| 203 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 204 | |
| 205 | std::vector<uint8_t> input0Values = |
| 206 | { |
| 207 | 63, 35, 77, 70, 56, 112, |
| 208 | 203, 28, 252, 168, 245, 91 |
| 209 | }; |
| 210 | |
| 211 | std::vector<uint8_t> input1Values = |
| 212 | { |
| 213 | 21, 7, 175, 231, 175, 210, |
| 214 | 126, 161, 63, 21, 105, 126 |
| 215 | }; |
| 216 | |
| 217 | std::vector<uint8_t> expectedOutputValues = |
| 218 | { |
| 219 | 81, 39, 249, 255, 228, 255, |
| 220 | 255, 186, 255, 186, 255, 214, |
| 221 | }; |
| 222 | |
| 223 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_ADD, |
| 224 | tflite::ActivationFunctionType_NONE, |
| 225 | ::tflite::TensorType_UINT8, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 226 | input0Shape, |
| 227 | input1Shape, |
| 228 | expectedOutputShape, |
| 229 | input0Values, |
| 230 | input1Values, |
| 231 | expectedOutputValues, 7.0f, 3); |
Sadik Armagan | 67e95f2 | 2020-10-29 16:14:54 +0000 | [diff] [blame] | 232 | } |
| 233 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 234 | void DivFP32Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 235 | { |
| 236 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 237 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 238 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 239 | |
| 240 | std::vector<float> input0Values = |
| 241 | { |
| 242 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 243 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 244 | |
| 245 | }; |
| 246 | |
| 247 | std::vector<float> input1Values = |
| 248 | { |
| 249 | 1.f, 1.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, |
| 250 | 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f |
| 251 | }; |
| 252 | |
| 253 | std::vector<float> expectedOutputValues = |
| 254 | { |
| 255 | 2.f, 2.f, 2.f, 2.f, 1.50f, 1.50f, 1.50f, 1.50f, |
| 256 | 1.f, 1.f, 1.f, 1.f, 1.25f, 1.25f, 1.25f, 1.25f |
| 257 | }; |
| 258 | |
| 259 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_DIV, |
| 260 | tflite::ActivationFunctionType_NONE, |
| 261 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 262 | input0Shape, |
| 263 | input1Shape, |
| 264 | expectedOutputShape, |
| 265 | input0Values, |
| 266 | input1Values, |
| 267 | expectedOutputValues); |
| 268 | } |
| 269 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 270 | void DivBroadcastTest() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 271 | { |
| 272 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 273 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 274 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 275 | |
| 276 | std::vector<float> input0Values = { 2, 4, 6, 8, 10, 12, 14, 16 }; |
| 277 | std::vector<float> input1Values = { 2 }; |
| 278 | std::vector<float> expectedOutputValues = { 1, 2, 3, 4, 5, 6, 7, 8 }; |
| 279 | |
| 280 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_DIV, |
| 281 | tflite::ActivationFunctionType_NONE, |
| 282 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 283 | input0Shape, |
| 284 | input1Shape, |
| 285 | expectedOutputShape, |
| 286 | input0Values, |
| 287 | input1Values, |
| 288 | expectedOutputValues); |
| 289 | } |
| 290 | |
| 291 | void DivUint8Test(std::vector<armnn::BackendId>& backends) |
| 292 | { |
| 293 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 294 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 295 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 296 | |
| 297 | std::vector<uint8_t> input0Values = |
| 298 | { |
| 299 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 300 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 301 | |
| 302 | }; |
| 303 | |
| 304 | std::vector<uint8_t> input1Values = |
| 305 | { |
| 306 | 1, 1, 1, 1, 2, 2, 2, 2, |
| 307 | 4, 4, 4, 4, 4, 4, 4, 4 |
| 308 | }; |
| 309 | |
| 310 | std::vector<uint8_t> expectedOutputValues = |
| 311 | { |
| 312 | 8, 8, 8, 8, 6, 6, 6, 6, |
| 313 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 314 | }; |
| 315 | |
| 316 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_DIV, |
| 317 | tflite::ActivationFunctionType_NONE, |
| 318 | ::tflite::TensorType_UINT8, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 319 | input0Shape, |
| 320 | input1Shape, |
| 321 | expectedOutputShape, |
| 322 | input0Values, |
| 323 | input1Values, |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 324 | expectedOutputValues, |
| 325 | 0.25f, |
| 326 | 0, |
| 327 | false, |
| 328 | backends); |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 329 | } |
| 330 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 331 | void FloorDivFP32Test() |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 332 | { |
| 333 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 334 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 335 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 336 | |
| 337 | std::vector<float> input0Values = |
| 338 | { |
| 339 | -37.5f, -15.2f, -8.76f, -2.0f, -2.6f, -1.0f, -0.8f, 0.0f, |
| 340 | 4.0f, 1.6f, 2.0f, 5.2f, 6.0f, 35.04f, 60.8f, 150.0f |
| 341 | }; |
| 342 | |
| 343 | std::vector<float> input1Values = |
| 344 | { |
| 345 | 1.f, 1.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, |
| 346 | 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f, 4.f |
| 347 | }; |
| 348 | |
| 349 | std::vector<float> expectedOutputValues = |
| 350 | { |
| 351 | -38.0f, -16.0f, -9.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f, |
| 352 | 1.0f, 0.0f, 0.0f, 1.0f, 1.0f, 8.0f, 15.0f, 37.0f |
| 353 | }; |
| 354 | |
| 355 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_FLOOR_DIV, |
| 356 | tflite::ActivationFunctionType_NONE, |
| 357 | ::tflite::TensorType_FLOAT32, |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 358 | input0Shape, |
| 359 | input1Shape, |
| 360 | expectedOutputShape, |
| 361 | input0Values, |
| 362 | input1Values, |
| 363 | expectedOutputValues); |
| 364 | |
| 365 | } |
| 366 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 367 | void MaxFP32Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 368 | { |
| 369 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 370 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 371 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 372 | |
| 373 | std::vector<float> input0Values = |
| 374 | { |
| 375 | 1.f, 1.f, 5.f, 1.f, 2.f, 2.f, 7.f, 2.f, |
| 376 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 377 | |
| 378 | }; |
| 379 | |
| 380 | std::vector<float> input1Values = |
| 381 | { |
| 382 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 383 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 384 | }; |
| 385 | |
| 386 | std::vector<float> expectedOutputValues = |
| 387 | { |
| 388 | 2.f, 2.f, 5.f, 2.f, 3.f, 3.f, 7.f, 3.f, |
| 389 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 390 | }; |
| 391 | |
| 392 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MAXIMUM, |
| 393 | tflite::ActivationFunctionType_NONE, |
| 394 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 395 | input0Shape, |
| 396 | input1Shape, |
| 397 | expectedOutputShape, |
| 398 | input0Values, |
| 399 | input1Values, |
| 400 | expectedOutputValues); |
| 401 | } |
| 402 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 403 | void MaxBroadcastTest() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 404 | { |
| 405 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 406 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 407 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 408 | |
| 409 | std::vector<float> input0Values = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 410 | std::vector<float> input1Values = { 4.f }; |
| 411 | std::vector<float> expectedOutputValues = { 4.f, 4.f, 4.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 412 | |
| 413 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MAXIMUM, |
| 414 | tflite::ActivationFunctionType_NONE, |
| 415 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 416 | input0Shape, |
| 417 | input1Shape, |
| 418 | expectedOutputShape, |
| 419 | input0Values, |
| 420 | input1Values, |
| 421 | expectedOutputValues); |
| 422 | } |
| 423 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 424 | void MaxUint8Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 425 | { |
| 426 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 427 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 428 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 429 | |
| 430 | std::vector<uint8_t> input0Values = |
| 431 | { |
| 432 | 1, 1, 1, 1, 7, 8, 9, 9, |
| 433 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 434 | |
| 435 | }; |
| 436 | |
| 437 | std::vector<uint8_t> input1Values = |
| 438 | { |
| 439 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 440 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 441 | }; |
| 442 | |
| 443 | std::vector<uint8_t> expectedOutputValues = |
| 444 | { |
| 445 | 2, 2, 2, 2, 7, 8, 9, 9, |
| 446 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 447 | }; |
| 448 | |
| 449 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MAXIMUM, |
| 450 | tflite::ActivationFunctionType_NONE, |
| 451 | ::tflite::TensorType_UINT8, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 452 | input0Shape, |
| 453 | input1Shape, |
| 454 | expectedOutputShape, |
| 455 | input0Values, |
| 456 | input1Values, |
| 457 | expectedOutputValues, 1.0f, 0); |
| 458 | } |
| 459 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 460 | void MinFP32Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 461 | { |
| 462 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 463 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 464 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 465 | |
| 466 | std::vector<float> input0Values = |
| 467 | { |
| 468 | 1.f, 1.f, 5.f, 1.f, 2.f, 2.f, 7.f, 2.f, |
| 469 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 470 | |
| 471 | }; |
| 472 | |
| 473 | std::vector<float> input1Values = |
| 474 | { |
| 475 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 476 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f |
| 477 | }; |
| 478 | |
| 479 | std::vector<float> expectedOutputValues = |
| 480 | { |
| 481 | 1.f, 1.f, 2.f, 1.f, 2.f, 2.f, 3.f, 2.f, |
| 482 | 1.f, 1.f, 1.f, 1.f, 4.f, 4.f, 4.f, 4.f |
| 483 | }; |
| 484 | |
| 485 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MINIMUM, |
| 486 | tflite::ActivationFunctionType_NONE, |
| 487 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 488 | input0Shape, |
| 489 | input1Shape, |
| 490 | expectedOutputShape, |
| 491 | input0Values, |
| 492 | input1Values, |
| 493 | expectedOutputValues); |
| 494 | } |
| 495 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 496 | void MinBroadcastTest() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 497 | { |
| 498 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 499 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 500 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 501 | |
| 502 | std::vector<float> input0Values = { 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f }; |
| 503 | |
| 504 | std::vector<float> input1Values = { 4.f }; |
| 505 | |
| 506 | std::vector<float> expectedOutputValues = { 1.f, 2.f, 3.f, 4.f, 4.f, 4.f, 4.f, 4.f }; |
| 507 | |
| 508 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MINIMUM, |
| 509 | tflite::ActivationFunctionType_NONE, |
| 510 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 511 | input0Shape, |
| 512 | input1Shape, |
| 513 | expectedOutputShape, |
| 514 | input0Values, |
| 515 | input1Values, |
| 516 | expectedOutputValues); |
| 517 | } |
| 518 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 519 | void MinUint8Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 520 | { |
| 521 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 522 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 523 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 524 | |
| 525 | std::vector<uint8_t> input0Values = |
| 526 | { |
| 527 | 1, 1, 1, 1, 7, 8, 9, 9, |
| 528 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 529 | |
| 530 | }; |
| 531 | |
| 532 | std::vector<uint8_t> input1Values = |
| 533 | { |
| 534 | 2, 2, 2, 2, 3, 3, 3, 3, |
| 535 | 4, 4, 4, 4, 5, 5, 5, 5 |
| 536 | }; |
| 537 | |
| 538 | std::vector<uint8_t> expectedOutputValues = |
| 539 | { |
| 540 | 1, 1, 1, 1, 3, 3, 3, 3, |
| 541 | 3, 3, 3, 3, 4, 4, 4, 4 |
| 542 | }; |
| 543 | |
| 544 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MINIMUM, |
| 545 | tflite::ActivationFunctionType_NONE, |
| 546 | ::tflite::TensorType_UINT8, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 547 | input0Shape, |
| 548 | input1Shape, |
| 549 | expectedOutputShape, |
| 550 | input0Values, |
| 551 | input1Values, |
| 552 | expectedOutputValues, 1.0f, 0); |
| 553 | } |
| 554 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 555 | void MulFP32Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 556 | { |
| 557 | std::vector<int32_t> input0Shape { 2, 2, 2, 2 }; |
| 558 | std::vector<int32_t> input1Shape { 2, 2, 2, 2 }; |
| 559 | std::vector<int32_t> expectedOutputShape { 2, 2, 2, 2 }; |
| 560 | |
| 561 | std::vector<float> input0Values = |
| 562 | { |
| 563 | 1.f, 1.f, 1.f, 1.f, 2.f, 2.f, 2.f, 2.f, |
| 564 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 565 | |
| 566 | }; |
| 567 | |
| 568 | std::vector<float> input1Values = |
| 569 | { |
| 570 | 2.f, 2.f, 2.f, 2.f, 3.f, 3.f, 3.f, 3.f, |
| 571 | 4.f, 4.f, 4.f, 4.f, 5.f, 5.f, 5.f, 5.f |
| 572 | }; |
| 573 | |
| 574 | std::vector<float> expectedOutputValues = |
| 575 | { |
| 576 | 2.f, 2.f, 2.f, 2.f, 6.f, 6.f, 6.f, 6.f, |
| 577 | 12.f, 12.f, 12.f, 12.f, 20.f, 20.f, 20.f, 20.f |
| 578 | }; |
| 579 | |
| 580 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 581 | tflite::ActivationFunctionType_NONE, |
| 582 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 583 | input0Shape, |
| 584 | input1Shape, |
| 585 | expectedOutputShape, |
| 586 | input0Values, |
| 587 | input1Values, |
| 588 | expectedOutputValues); |
| 589 | } |
| 590 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 591 | void MulBroadcastTest() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 592 | { |
| 593 | std::vector<int32_t> input0Shape { 1, 2, 2, 2 }; |
| 594 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 595 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 2 }; |
| 596 | |
| 597 | std::vector<float> input0Values = { 2, 4, 6, 8, 10, 12, 14, 16 }; |
| 598 | std::vector<float> input1Values = { 2 }; |
| 599 | std::vector<float> expectedOutputValues = { 4, 8, 12, 16, 20, 24, 28, 32 }; |
| 600 | |
| 601 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 602 | tflite::ActivationFunctionType_NONE, |
| 603 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 604 | input0Shape, |
| 605 | input1Shape, |
| 606 | expectedOutputShape, |
| 607 | input0Values, |
| 608 | input1Values, |
| 609 | expectedOutputValues); |
| 610 | } |
| 611 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 612 | void MulUint8Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 613 | { |
| 614 | std::vector<int32_t> input0Shape { 1, 2, 2, 3 }; |
| 615 | std::vector<int32_t> input1Shape { 1, 1, 1, 3 }; |
| 616 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 3 }; |
| 617 | |
| 618 | std::vector<uint8_t> input0Values = |
| 619 | { |
| 620 | 1, 2, 3, 4, 5, 6, |
| 621 | 7, 8, 9, 10, 11, 12 |
| 622 | |
| 623 | }; |
| 624 | |
| 625 | std::vector<uint8_t> input1Values = { 1, 2, 3 }; |
| 626 | |
| 627 | std::vector<uint8_t> expectedOutputValues = |
| 628 | { |
| 629 | 1, 4, 9, 4, 10, 18, |
| 630 | 7, 16, 27, 10, 22, 36 |
| 631 | }; |
| 632 | |
| 633 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_MUL, |
| 634 | tflite::ActivationFunctionType_NONE, |
| 635 | ::tflite::TensorType_UINT8, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 636 | input0Shape, |
| 637 | input1Shape, |
| 638 | expectedOutputShape, |
| 639 | input0Values, |
| 640 | input1Values, |
| 641 | expectedOutputValues, 1.0f, 0); |
| 642 | } |
| 643 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 644 | void MulActivationTest() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 645 | { |
| 646 | std::vector<int32_t> input0Shape { 1, 2, 2, 1 }; |
| 647 | std::vector<int32_t> input1Shape { 1, 2, 2, 1 }; |
| 648 | std::vector<int32_t> expectedOutputShape { 1, 2, 2, 1 }; |
| 649 | |
| 650 | std::vector<float> input0Values { 4.0f, 0.0f, 1.0f, 0.5f }; |
| 651 | std::vector<float> input1Values { -2.0f, -1.2f, 2.5f, 2.0f }; |
| 652 | std::vector<float> expectedOutputValues { 0.0f, 0.0f, 2.5f, 1.0f }; |
| 653 | |
| 654 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_MUL, |
| 655 | tflite::ActivationFunctionType_RELU, |
| 656 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 657 | input0Shape, |
| 658 | input1Shape, |
| 659 | expectedOutputShape, |
| 660 | input0Values, |
| 661 | input1Values, |
| 662 | expectedOutputValues); |
| 663 | } |
| 664 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 665 | void SubFP32Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 666 | { |
| 667 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 668 | std::vector<int32_t> input1Shape { 1, 1, 2, 2 }; |
| 669 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 670 | |
| 671 | std::vector<float> input0Values = { 1, 3, 3, -7 }; |
| 672 | std::vector<float> input1Values = { 1, -1, 0, -2 }; |
| 673 | std::vector<float> expectedOutputValues = { 0, 4, 3, -5 }; |
| 674 | |
| 675 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_SUB, |
| 676 | tflite::ActivationFunctionType_NONE, |
| 677 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 678 | input0Shape, |
| 679 | input1Shape, |
| 680 | expectedOutputShape, |
| 681 | input0Values, |
| 682 | input1Values, |
| 683 | expectedOutputValues); |
| 684 | } |
| 685 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 686 | void PowerFP32Test() |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 687 | { |
| 688 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 689 | std::vector<int32_t> input1Shape { 1, 1, 2, 2 }; |
| 690 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 691 | |
| 692 | std::vector<float> input0Values = { 1, 3, 3, -7 }; |
| 693 | std::vector<float> input1Values = { 1, 1, 0, 2 }; |
| 694 | std::vector<float> expectedOutputValues = { 1, 3, 1, 49 }; |
| 695 | |
| 696 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_POW, |
| 697 | tflite::ActivationFunctionType_NONE, |
| 698 | ::tflite::TensorType_FLOAT32, |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 699 | input0Shape, |
| 700 | input1Shape, |
| 701 | expectedOutputShape, |
| 702 | input0Values, |
| 703 | input1Values, |
| 704 | expectedOutputValues); |
| 705 | } |
| 706 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 707 | void SqDiffFP32Test() |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 708 | { |
| 709 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 710 | std::vector<int32_t> input1Shape { 1, 1, 2, 2 }; |
| 711 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 712 | |
| 713 | std::vector<float> input0Values = { 1, 3, 3, -7 }; |
| 714 | std::vector<float> input1Values = { 1, -1, 0, -2 }; |
| 715 | std::vector<float> expectedOutputValues = { 0, 16, 9, 25 }; |
| 716 | |
| 717 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_SQUARED_DIFFERENCE, |
| 718 | tflite::ActivationFunctionType_NONE, |
| 719 | ::tflite::TensorType_FLOAT32, |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 720 | input0Shape, |
| 721 | input1Shape, |
| 722 | expectedOutputShape, |
| 723 | input0Values, |
| 724 | input1Values, |
| 725 | expectedOutputValues); |
| 726 | } |
| 727 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 728 | void SubBroadcastTest() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 729 | { |
| 730 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 731 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 732 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 733 | |
| 734 | std::vector<float> input0Values = { 2, 3, 4, 5}; |
| 735 | std::vector<float> input1Values = { 10 }; |
| 736 | std::vector<float> expectedOutputValues = { -8, -7, -6, -5 }; |
| 737 | |
| 738 | ElementwiseBinaryTest<float>(tflite::BuiltinOperator_SUB, |
| 739 | tflite::ActivationFunctionType_NONE, |
| 740 | ::tflite::TensorType_FLOAT32, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 741 | input0Shape, |
| 742 | input1Shape, |
| 743 | expectedOutputShape, |
| 744 | input0Values, |
| 745 | input1Values, |
| 746 | expectedOutputValues); |
| 747 | } |
| 748 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 749 | void SubUint8Test() |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 750 | { |
| 751 | std::vector<int32_t> input0Shape { 1, 1, 2, 2 }; |
| 752 | std::vector<int32_t> input1Shape { 1, 1, 1, 1 }; |
| 753 | std::vector<int32_t> expectedOutputShape { 1, 1, 2, 2 }; |
| 754 | |
| 755 | std::vector<uint8_t> input0Values = { 10, 12, 14, 16 }; |
| 756 | std::vector<uint8_t> input1Values = { 2 }; |
| 757 | std::vector<uint8_t> expectedOutputValues = { 8, 10, 12, 14 }; |
| 758 | |
| 759 | ElementwiseBinaryTest<uint8_t>(tflite::BuiltinOperator_SUB, |
| 760 | tflite::ActivationFunctionType_NONE, |
| 761 | ::tflite::TensorType_UINT8, |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 762 | input0Shape, |
| 763 | input1Shape, |
| 764 | expectedOutputShape, |
| 765 | input0Values, |
| 766 | input1Values, |
| 767 | expectedOutputValues, 1.0f, 0); |
| 768 | } |
| 769 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 770 | TEST_SUITE("ElementwiseBinary_Tests") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 771 | { |
| 772 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 773 | TEST_CASE ("ADD_FP32_Test") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 774 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 775 | AddFP32Test(); |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 776 | } |
| 777 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 778 | TEST_CASE ("ADD_Broadcast_Test") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 779 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 780 | AddBroadcastTest(); |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 781 | } |
| 782 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 783 | TEST_CASE ("ADD_Constant_Input_Test") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 784 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 785 | AddConstInputTest(); |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 786 | } |
| 787 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 788 | TEST_CASE ("ADD_Activation_Test") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 789 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 790 | AddActivationTest(); |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 791 | } |
| 792 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 793 | TEST_CASE ("ADD_UINT8_Test") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 794 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 795 | AddUint8Test(); |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 796 | } |
| 797 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 798 | TEST_CASE ("DIV_FP32_Test") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 799 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 800 | DivFP32Test(); |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 801 | } |
| 802 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 803 | TEST_CASE ("DIV_Broadcast_Test") |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 804 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 805 | DivBroadcastTest(); |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 806 | } |
| 807 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 808 | TEST_CASE ("FLOORDIV_FP32_Test") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 809 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 810 | FloorDivFP32Test(); |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 811 | } |
| 812 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 813 | TEST_CASE ("DIV_UINT8_Test") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 814 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 815 | // Only works on CpuRef. |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 816 | std::vector<armnn::BackendId> backends = { armnn::Compute::CpuRef }; |
| 817 | DivUint8Test(backends); |
| 818 | } |
| 819 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 820 | TEST_CASE ("MAX_FP32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 821 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 822 | MaxFP32Test(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 823 | } |
| 824 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 825 | TEST_CASE ("MAX_Broadcast_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 826 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 827 | MaxBroadcastTest(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 828 | } |
| 829 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 830 | TEST_CASE ("MAX_UINT8_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 831 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 832 | MaxUint8Test(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 833 | } |
| 834 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 835 | TEST_CASE ("MIN_FP32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 836 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 837 | MinFP32Test(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 838 | } |
| 839 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 840 | TEST_CASE ("MIN_Broadcast_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 841 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 842 | MinBroadcastTest(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 843 | } |
| 844 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 845 | TEST_CASE ("MIN_UINT8_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 846 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 847 | MinUint8Test(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 848 | } |
| 849 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 850 | TEST_CASE ("MUL_FP32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 851 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 852 | MulFP32Test(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 853 | } |
| 854 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 855 | TEST_CASE ("MUL_Broadcast_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 856 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 857 | MulBroadcastTest(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 858 | } |
| 859 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 860 | TEST_CASE ("MUL_Actiation_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 861 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 862 | MulActivationTest(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 863 | } |
| 864 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 865 | TEST_CASE ("MUL_UINT8_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 866 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 867 | MulUint8Test(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 868 | } |
| 869 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 870 | TEST_CASE ("SUB_FP32_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 871 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 872 | SubFP32Test(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 873 | } |
| 874 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 875 | TEST_CASE ("SUB_Broadcast_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 876 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 877 | SubBroadcastTest(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 878 | } |
| 879 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 880 | TEST_CASE ("SUB_UINT8_Test") |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 881 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 882 | SubUint8Test(); |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 883 | } |
| 884 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 885 | TEST_CASE ("SqDiffFP32_Test") |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 886 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 887 | SqDiffFP32Test(); |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 888 | } |
| 889 | |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 890 | TEST_CASE ("PowerFP32_Test") |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 891 | { |
Colm Donelan | eff204a | 2023-11-28 15:46:09 +0000 | [diff] [blame^] | 892 | PowerFP32Test(); |
John Mcloughlin | 0ec0087 | 2023-05-15 17:03:49 +0100 | [diff] [blame] | 893 | } |
| 894 | |
Jan Eilers | 187b3a7 | 2020-11-19 17:50:34 +0000 | [diff] [blame] | 895 | } // TEST_SUITE("ElementwiseBinary_CpuRefTests") |
Sadik Armagan | 21a94ff | 2020-11-09 08:38:30 +0000 | [diff] [blame] | 896 | |
Jim Flynn | 4b2f347 | 2021-10-13 21:20:07 +0100 | [diff] [blame] | 897 | } // namespace armnnDelegate |