Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "GreaterTestImpl.hpp" |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 7 | #include "ElementwiseTestImpl.hpp" |
| 8 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 9 | #include <Half.hpp> |
| 10 | |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 11 | template<> |
| 12 | std::unique_ptr<armnn::IWorkload> CreateWorkload<armnn::GreaterQueueDescriptor>( |
| 13 | const armnn::IWorkloadFactory& workloadFactory, |
| 14 | const armnn::WorkloadInfo& info, |
| 15 | const armnn::GreaterQueueDescriptor& descriptor) |
| 16 | { |
| 17 | return workloadFactory.CreateGreater(descriptor, info); |
| 18 | } |
| 19 | |
| 20 | LayerTestResult<uint8_t, 4> GreaterSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
| 21 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 22 | { |
| 23 | const unsigned int width = 2u; |
| 24 | const unsigned int height = 2u; |
| 25 | const unsigned int channelCount = 2u; |
| 26 | const unsigned int batchSize = 2u; |
| 27 | |
| 28 | unsigned int shape[] = { batchSize, channelCount, height, width }; |
| 29 | |
| 30 | std::vector<float> input0 = |
| 31 | { |
| 32 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 33 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 34 | }; |
| 35 | |
| 36 | std::vector<float> input1 = |
| 37 | { |
| 38 | 1.f, 1.f, 1.f, 1.f, 3.f, 3.f, 3.f, 3.f, |
| 39 | 5.f, 5.f, 5.f, 5.f, 4.f, 4.f, 4.f, 4.f |
| 40 | }; |
| 41 | |
| 42 | std::vector<uint8_t> output = |
| 43 | { |
| 44 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 45 | 0, 0, 0, 0, 0, 0, 0, 0 |
| 46 | }; |
| 47 | |
| 48 | return ElementwiseTestHelper<4, |
| 49 | armnn::GreaterQueueDescriptor, |
| 50 | armnn::DataType::Float32, |
| 51 | armnn::DataType::Boolean>( |
| 52 | workloadFactory, |
| 53 | memoryManager, |
| 54 | shape, |
| 55 | input0, |
| 56 | shape, |
| 57 | input1, |
| 58 | shape, |
| 59 | output); |
| 60 | } |
| 61 | |
| 62 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest( |
| 63 | armnn::IWorkloadFactory& workloadFactory, |
| 64 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 65 | { |
| 66 | unsigned int shape0[] = { 1, 2, 2, 2 }; |
| 67 | unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 68 | |
| 69 | std::vector<float> input0 = { 1, 2, 3, 4, 5, 6, 7, 8}; |
| 70 | std::vector<float> input1 = { 1 }; |
| 71 | |
| 72 | std::vector<uint8_t> output = { 0, 1, 1, 1, 1, 1, 1, 1}; |
| 73 | |
| 74 | return ElementwiseTestHelper<4, |
| 75 | armnn::GreaterQueueDescriptor, |
| 76 | armnn::DataType::Float32, |
| 77 | armnn::DataType::Boolean>( |
| 78 | workloadFactory, |
| 79 | memoryManager, |
| 80 | shape0, |
| 81 | input0, |
| 82 | shape1, |
| 83 | input1, |
| 84 | shape0, |
| 85 | output); |
| 86 | } |
| 87 | |
| 88 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorTest( |
| 89 | armnn::IWorkloadFactory& workloadFactory, |
| 90 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 91 | { |
| 92 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 93 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 94 | |
| 95 | std::vector<float> input0 = |
| 96 | { |
| 97 | 1.0f, 2.9f, 2.1f, 4.0f, 5.0f, 6.0f, |
| 98 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f |
| 99 | }; |
| 100 | |
| 101 | std::vector<float> input1 = { 1.f, 3.f, 2.f }; |
| 102 | |
| 103 | std::vector<uint8_t> output = |
| 104 | { |
| 105 | 0, 0, 1, 1, 1, 1, |
| 106 | 1, 1, 1, 1, 1, 1 |
| 107 | }; |
| 108 | |
| 109 | return ElementwiseTestHelper<4, |
| 110 | armnn::GreaterQueueDescriptor, |
| 111 | armnn::DataType::Float32, |
| 112 | armnn::DataType::Boolean>( |
| 113 | workloadFactory, |
| 114 | memoryManager, |
| 115 | shape0, |
| 116 | input0, |
| 117 | shape1, |
| 118 | input1, |
| 119 | shape0, |
| 120 | output); |
| 121 | } |
| 122 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 123 | LayerTestResult<uint8_t, 4> GreaterFloat16Test( |
| 124 | armnn::IWorkloadFactory& workloadFactory, |
| 125 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 126 | { |
| 127 | using namespace half_float::literal; |
| 128 | |
| 129 | const unsigned int width = 2u; |
| 130 | const unsigned int height = 2u; |
| 131 | const unsigned int channelCount = 2u; |
| 132 | const unsigned int batchSize = 2u; |
| 133 | |
| 134 | unsigned int shape[] = { batchSize, channelCount, height, width }; |
| 135 | |
| 136 | std::vector<armnn::Half> input0 = |
| 137 | { |
| 138 | 1._h, 1._h, 1._h, 1._h, 5._h, 5._h, 5._h, 5._h, |
| 139 | 3._h, 3._h, 3._h, 3._h, 4._h, 4._h, 4._h, 4._h |
| 140 | }; |
| 141 | |
| 142 | std::vector<armnn::Half> input1 = |
| 143 | { |
| 144 | 1._h, 1._h, 1._h, 1._h, 3._h, 3._h, 3._h, 3._h, |
| 145 | 5._h, 5._h, 5._h, 5._h, 4._h, 4._h, 4._h, 4._h |
| 146 | }; |
| 147 | |
| 148 | std::vector<uint8_t> output = |
| 149 | { |
| 150 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 151 | 0, 0, 0, 0, 0, 0, 0, 0 |
| 152 | }; |
| 153 | |
| 154 | return ElementwiseTestHelper<4, |
| 155 | armnn::GreaterQueueDescriptor, |
| 156 | armnn::DataType::Float16, |
| 157 | armnn::DataType::Boolean>( |
| 158 | workloadFactory, |
| 159 | memoryManager, |
| 160 | shape, |
| 161 | input0, |
| 162 | shape, |
| 163 | input1, |
| 164 | shape, |
| 165 | output); |
| 166 | } |
| 167 | |
| 168 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementFloat16Test( |
| 169 | armnn::IWorkloadFactory& workloadFactory, |
| 170 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 171 | { |
| 172 | using namespace half_float::literal; |
| 173 | |
| 174 | unsigned int shape0[] = { 1, 2, 2, 2 }; |
| 175 | unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 176 | |
| 177 | std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h }; |
| 178 | std::vector<armnn::Half> input1 = { 1._h }; |
| 179 | |
| 180 | std::vector<uint8_t> output = { 0, 1, 1, 1, 1, 1, 1, 1}; |
| 181 | |
| 182 | return ElementwiseTestHelper<4, |
| 183 | armnn::GreaterQueueDescriptor, |
| 184 | armnn::DataType::Float16, |
| 185 | armnn::DataType::Boolean>( |
| 186 | workloadFactory, |
| 187 | memoryManager, |
| 188 | shape0, |
| 189 | input0, |
| 190 | shape1, |
| 191 | input1, |
| 192 | shape0, |
| 193 | output); |
| 194 | } |
| 195 | |
| 196 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorFloat16Test( |
| 197 | armnn::IWorkloadFactory& workloadFactory, |
| 198 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 199 | { |
| 200 | using namespace half_float::literal; |
| 201 | |
| 202 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 203 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 204 | |
| 205 | std::vector<armnn::Half> input0 = |
| 206 | { |
| 207 | 1.0_h, 2.9_h, 2.1_h, 4.0_h, 5.0_h, 6.0_h, |
| 208 | 7.0_h, 8.0_h, 9.0_h, 10.0_h, 11.0_h, 12.0_h |
| 209 | }; |
| 210 | |
| 211 | std::vector<armnn::Half> input1 = { 1._h, 3._h, 2._h }; |
| 212 | |
| 213 | std::vector<uint8_t> output = |
| 214 | { |
| 215 | 0, 0, 1, 1, 1, 1, |
| 216 | 1, 1, 1, 1, 1, 1 |
| 217 | }; |
| 218 | |
| 219 | return ElementwiseTestHelper<4, |
| 220 | armnn::GreaterQueueDescriptor, |
| 221 | armnn::DataType::Float16, |
| 222 | armnn::DataType::Boolean>( |
| 223 | workloadFactory, |
| 224 | memoryManager, |
| 225 | shape0, |
| 226 | input0, |
| 227 | shape1, |
| 228 | input1, |
| 229 | shape0, |
| 230 | output); |
| 231 | } |
| 232 | |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 233 | LayerTestResult<uint8_t, 4> GreaterUint8Test( |
| 234 | armnn::IWorkloadFactory& workloadFactory, |
| 235 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 236 | { |
| 237 | unsigned int shape[] = { 2, 2, 2, 2 }; |
| 238 | |
| 239 | // See dequantized values to the right. |
| 240 | std::vector<uint8_t> input0 = |
| 241 | { |
| 242 | 1, 1, 1, 1, 6, 6, 6, 6, |
| 243 | 3, 3, 3, 3, 5, 5, 5, 5 |
| 244 | }; |
| 245 | |
| 246 | std::vector<uint8_t> input1 = |
| 247 | { |
| 248 | 2, 2, 2, 2, 6, 6, 6, 6, |
| 249 | 2, 2, 2, 2, 5, 5, 5, 5 |
| 250 | }; |
| 251 | |
| 252 | std::vector<uint8_t> output = |
| 253 | { |
| 254 | 0, 0, 0, 0, 0, 0, 0, 0, |
| 255 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 256 | }; |
| 257 | |
| 258 | return ElementwiseTestHelper<4, |
| 259 | armnn::GreaterQueueDescriptor, |
| 260 | armnn::DataType::QuantisedAsymm8, |
| 261 | armnn::DataType::Boolean>( |
| 262 | workloadFactory, |
| 263 | memoryManager, |
| 264 | shape, |
| 265 | input0, |
| 266 | shape, |
| 267 | input1, |
| 268 | shape, |
| 269 | output); |
| 270 | } |
| 271 | |
| 272 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( |
| 273 | armnn::IWorkloadFactory& workloadFactory, |
| 274 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 275 | { |
| 276 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 277 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 278 | |
| 279 | std::vector<uint8_t> input0 = |
| 280 | { |
| 281 | 1, 2, 3, 4, 5, 6, |
| 282 | 7, 8, 9, 10, 11, 12 |
| 283 | }; |
| 284 | |
| 285 | std::vector<uint8_t> input1 = { 1 }; |
| 286 | |
| 287 | std::vector<uint8_t> output = |
| 288 | { |
| 289 | 0, 1, 1, 1, 1, 1, |
| 290 | 1, 1, 1, 1, 1, 1 |
| 291 | }; |
| 292 | |
| 293 | return ElementwiseTestHelper<4, |
| 294 | armnn::GreaterQueueDescriptor, |
| 295 | armnn::DataType::QuantisedAsymm8, |
| 296 | armnn::DataType::Boolean>( |
| 297 | workloadFactory, |
| 298 | memoryManager, |
| 299 | shape0, |
| 300 | input0, |
| 301 | shape1, |
| 302 | input1, |
| 303 | shape0, |
| 304 | output); |
| 305 | } |
| 306 | |
| 307 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test( |
| 308 | armnn::IWorkloadFactory& workloadFactory, |
| 309 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 310 | { |
| 311 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 312 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 313 | |
| 314 | std::vector<uint8_t> input0 = |
| 315 | { |
| 316 | 1, 2, 3, 4, 5, 6, |
| 317 | 7, 8, 9, 10, 11, 12 |
| 318 | }; |
| 319 | |
| 320 | std::vector<uint8_t> input1 = { 1, 1, 3 }; |
| 321 | |
| 322 | std::vector<uint8_t> output = |
| 323 | { |
| 324 | 0, 1, 0, 1, 1, 1, |
| 325 | 1, 1, 1, 1, 1, 1 |
| 326 | }; |
| 327 | |
| 328 | return ElementwiseTestHelper<4, |
| 329 | armnn::GreaterQueueDescriptor, |
| 330 | armnn::DataType::QuantisedAsymm8, |
| 331 | armnn::DataType::Boolean>( |
| 332 | workloadFactory, |
| 333 | memoryManager, |
| 334 | shape0, |
| 335 | input0, |
| 336 | shape1, |
| 337 | input1, |
| 338 | shape0, |
| 339 | output); |
| 340 | } |