Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2023 Arm Ltd and Contributors. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ParserFlatbuffersSerializeFixture.hpp" |
| 7 | #include <armnnDeserializer/IDeserializer.hpp> |
| 8 | |
| 9 | #include <doctest/doctest.h> |
| 10 | |
| 11 | #include <string> |
| 12 | |
| 13 | TEST_SUITE("Deserializer_ReverseV2") |
| 14 | { |
| 15 | struct ReverseV2Fixture : public ParserFlatbuffersSerializeFixture |
| 16 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 17 | explicit ReverseV2Fixture(const std::string& inputShape0, |
| 18 | const std::string& inputShape1, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 19 | const std::string& outputShape, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 20 | const std::string& dataType0, |
| 21 | const std::string& dataType1) |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 22 | { |
| 23 | m_JsonString = R"( |
| 24 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 25 | inputIds: [0, 1], |
| 26 | outputIds: [3], |
| 27 | layers: |
| 28 | [ |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 29 | { |
| 30 | layer_type: "InputLayer", |
| 31 | layer: { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 32 | base: { |
| 33 | layerBindingId: 0, |
| 34 | base: { |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 35 | index: 0, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 36 | layerName: "InputLayer0", |
| 37 | layerType: "Input", |
| 38 | inputSlots: |
| 39 | [{ |
| 40 | index: 0, |
| 41 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 42 | }], |
| 43 | outputSlots: |
| 44 | [ { |
| 45 | index: 0, |
| 46 | tensorInfo: { |
| 47 | dimensions: )" + inputShape0 + R"(, |
| 48 | dataType: )" + dataType0 + R"( |
| 49 | } |
| 50 | }] |
| 51 | } |
| 52 | } |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 53 | } |
| 54 | }, |
| 55 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 56 | layer_type: "InputLayer", |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 57 | layer: { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 58 | base: { |
| 59 | layerBindingId: 1, |
| 60 | base: { |
| 61 | index:1, |
| 62 | layerName: "InputLayer1", |
| 63 | layerType: "Input", |
| 64 | inputSlots: |
| 65 | [{ |
| 66 | index: 0, |
| 67 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 68 | }], |
| 69 | outputSlots: |
| 70 | [{ |
| 71 | index: 0, |
| 72 | tensorInfo: { |
| 73 | dimensions: )" + inputShape1 + R"(, |
| 74 | dataType: )" + dataType1 + R"( |
| 75 | } |
| 76 | }] |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 77 | } |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 78 | } |
| 79 | } |
| 80 | }, |
| 81 | { |
| 82 | layer_type: "ReverseV2Layer", |
| 83 | layer : { |
| 84 | base: { |
| 85 | index:2, |
| 86 | layerName: "ReverseV2Layer", |
| 87 | layerType: "ReverseV2", |
| 88 | inputSlots: |
| 89 | [ |
| 90 | { |
| 91 | index: 0, |
| 92 | connection: {sourceLayerIndex:0, outputSlotIndex:0 }, |
| 93 | }, |
| 94 | { |
| 95 | index: 1, |
| 96 | connection: {sourceLayerIndex:1, outputSlotIndex:0 }, |
| 97 | } |
| 98 | ], |
| 99 | outputSlots: |
| 100 | [{ |
| 101 | index: 0, |
| 102 | tensorInfo: { |
| 103 | dimensions: )" + outputShape + R"(, |
| 104 | dataType: )" + dataType0 + R"( |
| 105 | } |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 106 | }] |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 107 | } |
| 108 | } |
| 109 | }, |
| 110 | { |
| 111 | layer_type: "OutputLayer", |
| 112 | layer: { |
| 113 | base:{ |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 114 | layerBindingId: 0, |
| 115 | base: { |
| 116 | index: 3, |
| 117 | layerName: "OutputLayer", |
| 118 | layerType: "Output", |
| 119 | inputSlots: |
| 120 | [{ |
| 121 | index: 0, |
| 122 | connection: {sourceLayerIndex:2, outputSlotIndex:0 }, |
| 123 | }], |
| 124 | outputSlots: |
| 125 | [{ |
| 126 | index: 0, |
| 127 | tensorInfo: { |
| 128 | dimensions: )" + outputShape + R"(, |
| 129 | dataType: )" + dataType0 + R"( |
| 130 | } |
| 131 | }] |
| 132 | } |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 133 | } |
| 134 | } |
| 135 | } |
| 136 | ] |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 137 | } )"; |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 138 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 139 | Setup(); |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 140 | } |
| 141 | }; |
| 142 | |
| 143 | // Test cases |
| 144 | |
| 145 | struct SimpleReverseV2FixtureFloat32 : ReverseV2Fixture |
| 146 | { |
| 147 | SimpleReverseV2FixtureFloat32() |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 148 | : ReverseV2Fixture("[ 2, 2 ]", |
| 149 | "[ 1 ]", |
| 150 | "[ 2, 2 ]", |
| 151 | "Float32", |
| 152 | "Signed32") |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 153 | {} |
| 154 | }; |
| 155 | |
| 156 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32, "SimpleReverseV2TestFloat32") |
| 157 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 158 | RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32>( |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 159 | 0, |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 160 | { |
| 161 | { |
| 162 | "InputLayer0", |
| 163 | { 1.0f, 2.0f, |
| 164 | 3.0f, 4.0f } |
| 165 | } |
| 166 | }, |
| 167 | { |
| 168 | { |
| 169 | "InputLayer1", |
| 170 | { 1 } |
| 171 | } |
| 172 | }, |
| 173 | { |
| 174 | { |
| 175 | "OutputLayer", |
| 176 | { 2.0f, 1.0f, |
| 177 | 4.0f, 3.0f } |
| 178 | } |
| 179 | } |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 180 | ); |
| 181 | } |
| 182 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 183 | struct SimpleReverseV2FixtureFloat32OtherAxis : ReverseV2Fixture |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 184 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 185 | SimpleReverseV2FixtureFloat32OtherAxis() |
| 186 | : ReverseV2Fixture("[ 2, 2 ]", |
| 187 | "[ 1 ]", |
| 188 | "[ 2, 2 ]", |
| 189 | "Float32", |
| 190 | "Signed32") |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 191 | {} |
| 192 | }; |
| 193 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 194 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32OtherAxis, "SimpleReverseV2FixtureFloat32OtherAxis") |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 195 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 196 | RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32>( |
| 197 | 0, |
| 198 | { |
| 199 | { |
| 200 | "InputLayer0", |
| 201 | { 1.0f, 2.0f, |
| 202 | 3.0f, 4.0f } |
| 203 | } |
| 204 | }, |
| 205 | { |
| 206 | { |
| 207 | "InputLayer1", |
| 208 | { 1 } |
| 209 | } |
| 210 | }, |
| 211 | { |
| 212 | { |
| 213 | "OutputLayer", |
| 214 | { 2.0f, 1.0f, |
| 215 | 4.0f, 3.0f } |
| 216 | } |
| 217 | } |
| 218 | ); |
| 219 | } |
| 220 | |
| 221 | struct SimpleReverseV2FixtureFloat32NegativeFirstAxis : ReverseV2Fixture |
| 222 | { |
| 223 | SimpleReverseV2FixtureFloat32NegativeFirstAxis() |
| 224 | : ReverseV2Fixture("[ 2, 2 ]", |
| 225 | "[ 1 ]", |
| 226 | "[ 2, 2 ]", |
| 227 | "Float32", |
| 228 | "Signed32") |
| 229 | {} |
| 230 | }; |
| 231 | |
| 232 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32NegativeFirstAxis, "SimpleReverseV2FixtureFloat32NegativeFirstAxis") |
| 233 | { |
| 234 | RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32>( |
| 235 | 0, |
| 236 | { |
| 237 | { |
| 238 | "InputLayer0", |
| 239 | { 1.0f, 2.0f, |
| 240 | 3.0f, 4.0f } |
| 241 | } |
| 242 | }, |
| 243 | { |
| 244 | { |
| 245 | "InputLayer1", |
| 246 | { -2 } |
| 247 | } |
| 248 | }, |
| 249 | { |
| 250 | { |
| 251 | "OutputLayer", |
| 252 | { 3.0f, 4.0f, |
| 253 | 1.0f, 2.0f } |
| 254 | } |
| 255 | } |
| 256 | ); |
| 257 | } |
| 258 | |
| 259 | struct SimpleReverseV2FixtureFloat32NegativeSecondAxis : ReverseV2Fixture |
| 260 | { |
| 261 | SimpleReverseV2FixtureFloat32NegativeSecondAxis() |
| 262 | : ReverseV2Fixture("[ 3, 3 ]", |
| 263 | "[ 1 ]", |
| 264 | "[ 3, 3 ]", |
| 265 | "Float32", |
| 266 | "Signed32") |
| 267 | {} |
| 268 | }; |
| 269 | |
| 270 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32NegativeSecondAxis, |
| 271 | "SimpleReverseV2FixtureFloat32NegativeSecondAxis") |
| 272 | { |
| 273 | RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32>( |
| 274 | 0, |
| 275 | { |
| 276 | { |
| 277 | "InputLayer0", |
| 278 | { 1.0f, 2.0f, 3.0f, |
| 279 | 4.0f, 5.0f, 6.0f, |
| 280 | 7.0f, 8.0f, 9.0f } |
| 281 | } |
| 282 | }, |
| 283 | { |
| 284 | { |
| 285 | "InputLayer1", |
| 286 | { -1 } |
| 287 | } |
| 288 | }, |
| 289 | { |
| 290 | { |
| 291 | "OutputLayer", |
| 292 | { 3.0f, 2.0f, 1.0f, |
| 293 | 6.0f, 5.0f, 4.0f, |
| 294 | 9.0f, 8.0f, 7.0f } |
| 295 | } |
| 296 | } |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 297 | ); |
| 298 | } |
| 299 | |
| 300 | struct SimpleReverseV2FixtureFloat32ThreeAxis : ReverseV2Fixture |
| 301 | { |
| 302 | SimpleReverseV2FixtureFloat32ThreeAxis() |
| 303 | : ReverseV2Fixture("[ 3, 3, 3 ]", |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 304 | "[ 3 ]", |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 305 | "[ 3, 3, 3 ]", |
| 306 | "Float32", |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 307 | "Signed32") |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 308 | {} |
| 309 | }; |
| 310 | |
| 311 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureFloat32ThreeAxis, "SimpleReverseV2TestFloat32ThreeAxis") |
| 312 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 313 | RunTest<2, armnn::DataType::Float32, armnn::DataType::Signed32, armnn::DataType::Float32>( |
| 314 | 0, |
| 315 | { |
| 316 | { |
| 317 | "InputLayer0", |
| 318 | { 1.0f, 2.0f, 3.0f, |
| 319 | 4.0f, 5.0f, 6.0f, |
| 320 | 7.0f, 8.0f, 9.0f, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 321 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 322 | 11.0f, 12.0f, 13.0f, |
| 323 | 14.0f, 15.0f, 16.0f, |
| 324 | 17.0f, 18.0f, 19.0f, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 325 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 326 | 21.0f, 22.0f, 23.0f, |
| 327 | 24.0f, 25.0f, 26.0f, |
| 328 | 27.0f, 28.0f, 29.0f }, |
| 329 | } |
| 330 | }, |
| 331 | { |
| 332 | { |
| 333 | "InputLayer1", |
| 334 | { 0, 2, 1 } |
| 335 | } |
| 336 | }, |
| 337 | { |
| 338 | { |
| 339 | "OutputLayer", |
| 340 | { 29.0f, 28.0f, 27.0f, |
| 341 | 26.0f, 25.0f, 24.0f, |
| 342 | 23.0f, 22.0f, 21.0f, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 343 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 344 | 19.0f, 18.0f, 17.0f, |
| 345 | 16.0f, 15.0f, 14.0f, |
| 346 | 13.0f, 12.0f, 11.0f, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 347 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 348 | 9.0f, 8.0f, 7.0f, |
| 349 | 6.0f, 5.0f, 4.0f, |
| 350 | 3.0f, 2.0f, 1.0f } |
| 351 | } |
| 352 | } |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 353 | ); |
| 354 | } |
| 355 | |
| 356 | struct SimpleReverseV2FixtureQuantisedAsymm8ThreeAxis : ReverseV2Fixture |
| 357 | { |
| 358 | SimpleReverseV2FixtureQuantisedAsymm8ThreeAxis() |
| 359 | : ReverseV2Fixture("[ 3, 3, 3 ]", |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 360 | "[ 3 ]", |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 361 | "[ 3, 3, 3 ]", |
| 362 | "QuantisedAsymm8", |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 363 | "Signed32") |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 364 | {} |
| 365 | }; |
| 366 | |
| 367 | TEST_CASE_FIXTURE(SimpleReverseV2FixtureQuantisedAsymm8ThreeAxis, "SimpleReverseV2TestQuantisedAsymm8ThreeAxis") |
| 368 | { |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 369 | RunTest<2, armnn::DataType::QAsymmU8, armnn::DataType::Signed32, armnn::DataType::QAsymmU8>( |
| 370 | 0, |
| 371 | { |
| 372 | { |
| 373 | "InputLayer0", |
| 374 | { 1, 2, 3, |
| 375 | 4, 5, 6, |
| 376 | 7, 8, 9, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 377 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 378 | 11, 12, 13, |
| 379 | 14, 15, 16, |
| 380 | 17, 18, 19, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 381 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 382 | 21, 22, 23, |
| 383 | 24, 25, 26, |
| 384 | 27, 28, 29 }, |
| 385 | } |
| 386 | }, |
| 387 | { |
| 388 | { |
| 389 | "InputLayer1", |
| 390 | { 0, 2, 1 } |
| 391 | } |
| 392 | }, |
| 393 | { |
| 394 | { |
| 395 | "OutputLayer", |
| 396 | { 29, 28, 27, |
| 397 | 26, 25, 24, |
| 398 | 23, 22, 21, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 399 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 400 | 19, 18, 17, |
| 401 | 16, 15, 14, |
| 402 | 13, 12, 11, |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 403 | |
Tracy Narine | bb8d759 | 2023-07-13 16:50:54 +0100 | [diff] [blame] | 404 | 9, 8, 7, |
| 405 | 6, 5, 4, |
| 406 | 3, 2, 1 } |
| 407 | } |
| 408 | } |
Tracy Narine | 944fb50 | 2023-07-04 15:08:57 +0100 | [diff] [blame] | 409 | ); |
| 410 | } |
| 411 | } |