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 | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 7 | |
| 8 | #include "ComparisonTestImpl.hpp" |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 9 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 10 | #include <Half.hpp> |
| 11 | |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 12 | LayerTestResult<uint8_t, 4> GreaterSimpleTest(armnn::IWorkloadFactory& workloadFactory, |
| 13 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 14 | { |
| 15 | const unsigned int width = 2u; |
| 16 | const unsigned int height = 2u; |
| 17 | const unsigned int channelCount = 2u; |
| 18 | const unsigned int batchSize = 2u; |
| 19 | |
| 20 | unsigned int shape[] = { batchSize, channelCount, height, width }; |
| 21 | |
| 22 | std::vector<float> input0 = |
| 23 | { |
| 24 | 1.f, 1.f, 1.f, 1.f, 5.f, 5.f, 5.f, 5.f, |
| 25 | 3.f, 3.f, 3.f, 3.f, 4.f, 4.f, 4.f, 4.f |
| 26 | }; |
| 27 | |
| 28 | std::vector<float> input1 = |
| 29 | { |
| 30 | 1.f, 1.f, 1.f, 1.f, 3.f, 3.f, 3.f, 3.f, |
| 31 | 5.f, 5.f, 5.f, 5.f, 4.f, 4.f, 4.f, 4.f |
| 32 | }; |
| 33 | |
| 34 | std::vector<uint8_t> output = |
| 35 | { |
| 36 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 37 | 0, 0, 0, 0, 0, 0, 0, 0 |
| 38 | }; |
| 39 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 40 | return ComparisonTestImpl<4, armnn::DataType::Float32>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 41 | workloadFactory, |
| 42 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 43 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 44 | shape, |
| 45 | input0, |
| 46 | shape, |
| 47 | input1, |
| 48 | shape, |
| 49 | output); |
| 50 | } |
| 51 | |
| 52 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest( |
| 53 | armnn::IWorkloadFactory& workloadFactory, |
| 54 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 55 | { |
| 56 | unsigned int shape0[] = { 1, 2, 2, 2 }; |
| 57 | unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 58 | |
| 59 | std::vector<float> input0 = { 1, 2, 3, 4, 5, 6, 7, 8}; |
| 60 | std::vector<float> input1 = { 1 }; |
| 61 | |
| 62 | std::vector<uint8_t> output = { 0, 1, 1, 1, 1, 1, 1, 1}; |
| 63 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 64 | return ComparisonTestImpl<4, armnn::DataType::Float32>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 65 | workloadFactory, |
| 66 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 67 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 68 | shape0, |
| 69 | input0, |
| 70 | shape1, |
| 71 | input1, |
| 72 | shape0, |
| 73 | output); |
| 74 | } |
| 75 | |
| 76 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorTest( |
| 77 | armnn::IWorkloadFactory& workloadFactory, |
| 78 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 79 | { |
| 80 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 81 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 82 | |
| 83 | std::vector<float> input0 = |
| 84 | { |
| 85 | 1.0f, 2.9f, 2.1f, 4.0f, 5.0f, 6.0f, |
| 86 | 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f |
| 87 | }; |
| 88 | |
| 89 | std::vector<float> input1 = { 1.f, 3.f, 2.f }; |
| 90 | |
| 91 | std::vector<uint8_t> output = |
| 92 | { |
| 93 | 0, 0, 1, 1, 1, 1, |
| 94 | 1, 1, 1, 1, 1, 1 |
| 95 | }; |
| 96 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 97 | return ComparisonTestImpl<4, armnn::DataType::Float32>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 98 | workloadFactory, |
| 99 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 100 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 101 | shape0, |
| 102 | input0, |
| 103 | shape1, |
| 104 | input1, |
| 105 | shape0, |
| 106 | output); |
| 107 | } |
| 108 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 109 | LayerTestResult<uint8_t, 4> GreaterFloat16Test( |
| 110 | armnn::IWorkloadFactory& workloadFactory, |
| 111 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 112 | { |
| 113 | using namespace half_float::literal; |
| 114 | |
| 115 | const unsigned int width = 2u; |
| 116 | const unsigned int height = 2u; |
| 117 | const unsigned int channelCount = 2u; |
| 118 | const unsigned int batchSize = 2u; |
| 119 | |
| 120 | unsigned int shape[] = { batchSize, channelCount, height, width }; |
| 121 | |
| 122 | std::vector<armnn::Half> input0 = |
| 123 | { |
| 124 | 1._h, 1._h, 1._h, 1._h, 5._h, 5._h, 5._h, 5._h, |
| 125 | 3._h, 3._h, 3._h, 3._h, 4._h, 4._h, 4._h, 4._h |
| 126 | }; |
| 127 | |
| 128 | std::vector<armnn::Half> input1 = |
| 129 | { |
| 130 | 1._h, 1._h, 1._h, 1._h, 3._h, 3._h, 3._h, 3._h, |
| 131 | 5._h, 5._h, 5._h, 5._h, 4._h, 4._h, 4._h, 4._h |
| 132 | }; |
| 133 | |
| 134 | std::vector<uint8_t> output = |
| 135 | { |
| 136 | 0, 0, 0, 0, 1, 1, 1, 1, |
| 137 | 0, 0, 0, 0, 0, 0, 0, 0 |
| 138 | }; |
| 139 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 140 | return ComparisonTestImpl<4,armnn::DataType::Float16>( |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 141 | workloadFactory, |
| 142 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 143 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 144 | shape, |
| 145 | input0, |
| 146 | shape, |
| 147 | input1, |
| 148 | shape, |
| 149 | output); |
| 150 | } |
| 151 | |
| 152 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementFloat16Test( |
| 153 | armnn::IWorkloadFactory& workloadFactory, |
| 154 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 155 | { |
| 156 | using namespace half_float::literal; |
| 157 | |
| 158 | unsigned int shape0[] = { 1, 2, 2, 2 }; |
| 159 | unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 160 | |
| 161 | std::vector<armnn::Half> input0 = { 1._h, 2._h, 3._h, 4._h, 5._h, 6._h, 7._h, 8._h }; |
| 162 | std::vector<armnn::Half> input1 = { 1._h }; |
| 163 | |
| 164 | std::vector<uint8_t> output = { 0, 1, 1, 1, 1, 1, 1, 1}; |
| 165 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 166 | return ComparisonTestImpl<4, armnn::DataType::Float16>( |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 167 | workloadFactory, |
| 168 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 169 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 170 | shape0, |
| 171 | input0, |
| 172 | shape1, |
| 173 | input1, |
| 174 | shape0, |
| 175 | output); |
| 176 | } |
| 177 | |
| 178 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorFloat16Test( |
| 179 | armnn::IWorkloadFactory& workloadFactory, |
| 180 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 181 | { |
| 182 | using namespace half_float::literal; |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 183 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 184 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 185 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 186 | |
| 187 | std::vector<armnn::Half> input0 = |
| 188 | { |
| 189 | 1.0_h, 2.9_h, 2.1_h, 4.0_h, 5.0_h, 6.0_h, |
| 190 | 7.0_h, 8.0_h, 9.0_h, 10.0_h, 11.0_h, 12.0_h |
| 191 | }; |
| 192 | |
| 193 | std::vector<armnn::Half> input1 = { 1._h, 3._h, 2._h }; |
| 194 | |
| 195 | std::vector<uint8_t> output = |
| 196 | { |
| 197 | 0, 0, 1, 1, 1, 1, |
| 198 | 1, 1, 1, 1, 1, 1 |
| 199 | }; |
| 200 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 201 | return ComparisonTestImpl<4, armnn::DataType::Float16>( |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 202 | workloadFactory, |
| 203 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 204 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 205 | shape0, |
| 206 | input0, |
| 207 | shape1, |
| 208 | input1, |
| 209 | shape0, |
| 210 | output); |
| 211 | } |
| 212 | |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 213 | LayerTestResult<uint8_t, 4> GreaterUint8Test( |
| 214 | armnn::IWorkloadFactory& workloadFactory, |
| 215 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 216 | { |
| 217 | unsigned int shape[] = { 2, 2, 2, 2 }; |
| 218 | |
| 219 | // See dequantized values to the right. |
| 220 | std::vector<uint8_t> input0 = |
| 221 | { |
| 222 | 1, 1, 1, 1, 6, 6, 6, 6, |
| 223 | 3, 3, 3, 3, 5, 5, 5, 5 |
| 224 | }; |
| 225 | |
| 226 | std::vector<uint8_t> input1 = |
| 227 | { |
| 228 | 2, 2, 2, 2, 6, 6, 6, 6, |
| 229 | 2, 2, 2, 2, 5, 5, 5, 5 |
| 230 | }; |
| 231 | |
| 232 | std::vector<uint8_t> output = |
| 233 | { |
| 234 | 0, 0, 0, 0, 0, 0, 0, 0, |
| 235 | 1, 1, 1, 1, 0, 0, 0, 0 |
| 236 | }; |
| 237 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 238 | return ComparisonTestImpl<4, armnn::DataType::QuantisedAsymm8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 239 | workloadFactory, |
| 240 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 241 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 242 | shape, |
| 243 | input0, |
| 244 | shape, |
| 245 | input1, |
| 246 | shape, |
| 247 | output); |
| 248 | } |
| 249 | |
| 250 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( |
| 251 | armnn::IWorkloadFactory& workloadFactory, |
| 252 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 253 | { |
| 254 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 255 | const unsigned int shape1[] = { 1, 1, 1, 1 }; |
| 256 | |
| 257 | std::vector<uint8_t> input0 = |
| 258 | { |
| 259 | 1, 2, 3, 4, 5, 6, |
| 260 | 7, 8, 9, 10, 11, 12 |
| 261 | }; |
| 262 | |
| 263 | std::vector<uint8_t> input1 = { 1 }; |
| 264 | |
| 265 | std::vector<uint8_t> output = |
| 266 | { |
| 267 | 0, 1, 1, 1, 1, 1, |
| 268 | 1, 1, 1, 1, 1, 1 |
| 269 | }; |
| 270 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 271 | return ComparisonTestImpl<4, armnn::DataType::QuantisedAsymm8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 272 | workloadFactory, |
| 273 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 274 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 275 | shape0, |
| 276 | input0, |
| 277 | shape1, |
| 278 | input1, |
| 279 | shape0, |
| 280 | output); |
| 281 | } |
| 282 | |
| 283 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test( |
| 284 | armnn::IWorkloadFactory& workloadFactory, |
| 285 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 286 | { |
| 287 | const unsigned int shape0[] = { 1, 2, 2, 3 }; |
| 288 | const unsigned int shape1[] = { 1, 1, 1, 3 }; |
| 289 | |
| 290 | std::vector<uint8_t> input0 = |
| 291 | { |
| 292 | 1, 2, 3, 4, 5, 6, |
| 293 | 7, 8, 9, 10, 11, 12 |
| 294 | }; |
| 295 | |
| 296 | std::vector<uint8_t> input1 = { 1, 1, 3 }; |
| 297 | |
| 298 | std::vector<uint8_t> output = |
| 299 | { |
| 300 | 0, 1, 0, 1, 1, 1, |
| 301 | 1, 1, 1, 1, 1, 1 |
| 302 | }; |
| 303 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 304 | return ComparisonTestImpl<4, armnn::DataType::QuantisedAsymm8>( |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 305 | workloadFactory, |
| 306 | memoryManager, |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame^] | 307 | armnn::ComparisonDescriptor(armnn::ComparisonOperation::Greater), |
Aron Virginas-Tar | e89ebad | 2019-08-27 18:14:26 +0100 | [diff] [blame] | 308 | shape0, |
| 309 | input0, |
| 310 | shape1, |
| 311 | input1, |
| 312 | shape0, |
| 313 | output); |
| 314 | } |