| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
| 5 | #pragma once |
| 6 | |
| Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 7 | #include <armnn/ArmNN.hpp> |
| 8 | #include <armnn/Tensor.hpp> |
| 9 | |
| 10 | #include <Half.hpp> |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 11 | #include "TensorCopyUtils.hpp" |
| 12 | #include "WorkloadTestUtils.hpp" |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 13 | #include "TensorUtils.hpp" |
| 14 | #include "Permute.hpp" |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 15 | |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 16 | #include <backendsCommon/CpuTensorHandle.hpp> |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 17 | #include <backendsCommon/IBackendInternal.hpp> |
| 18 | #include <backendsCommon/IMemoryManager.hpp> |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 19 | #include <reference/workloads/Decoders.hpp> |
| 20 | #include <reference/workloads/Encoders.hpp> |
| 21 | #include <test/TensorHelpers.hpp> |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 22 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 23 | #include <boost/multi_array.hpp> |
| 24 | #include <boost/assert.hpp> |
| Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 25 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | #include <array> |
| 27 | |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 28 | // Layer callables. |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 29 | |
| 30 | namespace armnn |
| 31 | { |
| 32 | class IWorkloadFactory; |
| 33 | } |
| 34 | |
| 35 | template <std::size_t n> |
| 36 | boost::array<unsigned int, n> GetTensorShapeAsArray(const armnn::TensorInfo& tensorInfo) |
| 37 | { |
| 38 | BOOST_ASSERT_MSG(n == tensorInfo.GetNumDimensions(), |
| 39 | "Attempting to construct a shape array of mismatching size"); |
| 40 | |
| 41 | boost::array<unsigned int, n> shape; |
| 42 | for (unsigned int i = 0; i < n; i++) |
| 43 | { |
| 44 | shape[i] = tensorInfo.GetShape()[i]; |
| 45 | } |
| 46 | return shape; |
| 47 | } |
| 48 | |
| 49 | template <typename T, std::size_t n> |
| 50 | struct LayerTestResult |
| 51 | { |
| 52 | LayerTestResult(const armnn::TensorInfo& outputInfo) |
| 53 | { |
| 54 | auto shape( GetTensorShapeAsArray<n>(outputInfo) ); |
| 55 | output.resize(shape); |
| 56 | outputExpected.resize(shape); |
| 57 | supported = true; |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 58 | compareBoolean = false; |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 59 | } |
| 60 | |
| 61 | boost::multi_array<T, n> output; |
| 62 | boost::multi_array<T, n> outputExpected; |
| 63 | bool supported; |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 64 | bool compareBoolean; |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 65 | }; |
| 66 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 67 | LayerTestResult<float, 4> SimpleConvolution2d3x5Test( |
| 68 | armnn::IWorkloadFactory& workloadFactory, |
| 69 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 70 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 71 | const armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 72 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 73 | LayerTestResult<float, 4> SimpleConvolution2d3x3Test( |
| 74 | armnn::IWorkloadFactory& workloadFactory, |
| 75 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 76 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 77 | const armnn::DataLayout layout); |
| Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 78 | |
| Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 79 | LayerTestResult<float, 4> SimpleConvolution2d3x3Stride2x2Test( |
| 80 | armnn::IWorkloadFactory& workloadFactory, |
| 81 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 82 | bool biasEnabled, |
| 83 | const armnn::DataLayout layout); |
| 84 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 85 | LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest( |
| 86 | armnn::IWorkloadFactory& workloadFactory, |
| 87 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 88 | bool biasEnabled); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 89 | |
| Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 90 | LayerTestResult<float, 4> Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 91 | armnn::IWorkloadFactory& workloadFactory, |
| 92 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 93 | armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 94 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 95 | LayerTestResult<float, 4> Convolution2dAsymmetricPaddingTest( |
| 96 | armnn::IWorkloadFactory& workloadFactory, |
| 97 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 98 | armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 99 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 100 | LayerTestResult<float, 4> Convolution1dTest( |
| 101 | armnn::IWorkloadFactory& workloadFactory, |
| 102 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 103 | bool biasEnabled); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 104 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 105 | LayerTestResult<uint8_t, 4> Convolution1dUint8Test( |
| 106 | armnn::IWorkloadFactory& workloadFactory, |
| 107 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 108 | bool biasEnabled); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 109 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 110 | LayerTestResult<float, 4> DepthwiseConvolution2dTest( |
| 111 | armnn::IWorkloadFactory& workloadFactory, |
| 112 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 113 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 114 | const armnn::DataLayout layout); |
| Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 115 | |
| Teresa Charlin | edeeb16 | 2019-06-14 11:09:19 +0100 | [diff] [blame] | 116 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 117 | LayerTestResult<T, 4> Convolution2d3x3Dilation3x3Test( |
| 118 | armnn::IWorkloadFactory& workloadFactory, |
| 119 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 120 | bool biasEnabled, |
| 121 | const armnn::DataLayout layout); |
| 122 | |
| 123 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 124 | LayerTestResult<T, 4> Convolution2d2x3x3Dilation3x3Test( |
| 125 | armnn::IWorkloadFactory& workloadFactory, |
| 126 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 127 | bool biasEnabled, |
| 128 | const armnn::DataLayout layout); |
| 129 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 130 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthNhwcTest( |
| 131 | armnn::IWorkloadFactory& workloadFactory, |
| 132 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 133 | bool biasEnabled); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 134 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 135 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul1Test( |
| 136 | armnn::IWorkloadFactory& workloadFactory, |
| 137 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 138 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 139 | const armnn::DataLayout layout); |
| surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 140 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 141 | LayerTestResult<float, 4> DepthwiseConvolution2dAsymmetricTest( |
| 142 | armnn::IWorkloadFactory& workloadFactory, |
| 143 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 144 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 145 | const armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 146 | |
| Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 147 | LayerTestResult<float, 4> SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest(armnn::IWorkloadFactory& workloadFactory, |
| 148 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 149 | |
| Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 150 | LayerTestResult<float, 4> CompareDepthwiseConvolution2dFloatTest( |
| 151 | armnn::IWorkloadFactory& workloadFactory, |
| 152 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 153 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 154 | const armnn::DataLayout layout); |
| 155 | |
| 156 | LayerTestResult<uint8_t, 4> CompareDepthwiseConvolution2dUint8Test( |
| 157 | armnn::IWorkloadFactory& workloadFactory, |
| 158 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 159 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 160 | const armnn::DataLayout layout); |
| 161 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 162 | LayerTestResult<float, 4> SimpleMaxPooling2dSize2x2Stride2x2Test( |
| 163 | armnn::IWorkloadFactory& workloadFactory, |
| 164 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 165 | bool forceNoPadding); |
| James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 166 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 167 | LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize2x2Stride2x2Uint8Test( |
| 168 | armnn::IWorkloadFactory& workloadFactory, |
| 169 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 170 | bool forceNoPadding); |
| James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 171 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 172 | LayerTestResult<int16_t, 4> SimpleMaxPooling2dSize2x2Stride2x2Int16Test( |
| 173 | armnn::IWorkloadFactory& workloadFactory, |
| 174 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 175 | bool forceNoPadding); |
| 176 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 177 | LayerTestResult<float, 4> SimpleMaxPooling2dSize3x3Stride2x4Test( |
| 178 | armnn::IWorkloadFactory& workloadFactory, |
| 179 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 180 | bool forceNoPadding); |
| 181 | |
| 182 | LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize3x3Stride2x4Uint8Test( |
| 183 | armnn::IWorkloadFactory& workloadFactory, |
| 184 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 185 | bool forceNoPadding ); |
| 186 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 187 | LayerTestResult<int16_t, 4> SimpleMaxPooling2dSize3x3Stride2x4Int16Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 188 | armnn::IWorkloadFactory& workloadFactory, |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 189 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 190 | bool forceNoPadding ); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 191 | |
| 192 | LayerTestResult<float, 4> SimpleMaxPooling2dTest( |
| 193 | armnn::IWorkloadFactory& workloadFactory, |
| 194 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 195 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 196 | |
| 197 | LayerTestResult<uint8_t, 4> SimpleMaxPooling2dUint8Test( |
| 198 | armnn::IWorkloadFactory& workloadFactory, |
| 199 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 200 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 201 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 202 | LayerTestResult<int16_t, 4> SimpleMaxPooling2dInt16Test( |
| 203 | armnn::IWorkloadFactory& workloadFactory, |
| 204 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 205 | const armnn::DataLayout dataLayout); |
| 206 | |
| 207 | LayerTestResult<float, 4> IgnorePaddingSimpleMaxPooling2dTest( |
| 208 | armnn::IWorkloadFactory& workloadFactory, |
| 209 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 210 | |
| 211 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleMaxPooling2dUint8Test( |
| 212 | armnn::IWorkloadFactory& workloadFactory, |
| 213 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 214 | |
| 215 | LayerTestResult<int16_t, 4> IgnorePaddingSimpleMaxPooling2dInt16Test( |
| 216 | armnn::IWorkloadFactory& workloadFactory, |
| 217 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 218 | |
| 219 | LayerTestResult<float, 4> IgnorePaddingMaxPooling2dSize3Test( |
| 220 | armnn::IWorkloadFactory& workloadFactory, |
| 221 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 222 | |
| 223 | LayerTestResult<uint8_t, 4> IgnorePaddingMaxPooling2dSize3Uint8Test( |
| 224 | armnn::IWorkloadFactory& workloadFactory, |
| 225 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 226 | |
| 227 | LayerTestResult<int16_t, 4> IgnorePaddingMaxPooling2dSize3Int16Test( |
| 228 | armnn::IWorkloadFactory& workloadFactory, |
| 229 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 230 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 231 | LayerTestResult<float, 4> SimpleAveragePooling2dTest( |
| 232 | armnn::IWorkloadFactory& workloadFactory, |
| 233 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 234 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 235 | |
| 236 | LayerTestResult<uint8_t, 4> SimpleAveragePooling2dUint8Test( |
| 237 | armnn::IWorkloadFactory& workloadFactory, |
| 238 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 239 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 240 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 241 | LayerTestResult<int16_t, 4> SimpleAveragePooling2dInt16Test( |
| 242 | armnn::IWorkloadFactory& workloadFactory, |
| 243 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 244 | const armnn::DataLayout dataLayout); |
| 245 | |
| 246 | LayerTestResult<float, 4> LargeTensorsAveragePooling2dTest( |
| 247 | armnn::IWorkloadFactory& workloadFactory, |
| 248 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 249 | |
| 250 | LayerTestResult<uint8_t, 4> LargeTensorsAveragePooling2dUint8Test( |
| 251 | armnn::IWorkloadFactory& workloadFactory, |
| 252 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 253 | |
| 254 | LayerTestResult<int16_t, 4> LargeTensorsAveragePooling2dInt16Test( |
| 255 | armnn::IWorkloadFactory& workloadFactory, |
| 256 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 257 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 258 | LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3x2Stride2x2Test( |
| 259 | armnn::IWorkloadFactory& workloadFactory, |
| 260 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 261 | bool forceNoPadding); |
| 262 | |
| 263 | LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dTest( |
| 264 | armnn::IWorkloadFactory& workloadFactory, |
| 265 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 266 | |
| 267 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dUint8Test( |
| 268 | armnn::IWorkloadFactory& workloadFactory, |
| 269 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 270 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 271 | LayerTestResult<int16_t, 4> IgnorePaddingSimpleAveragePooling2dInt16Test( |
| 272 | armnn::IWorkloadFactory& workloadFactory, |
| 273 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 274 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 275 | LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingTest( |
| 276 | armnn::IWorkloadFactory& workloadFactory, |
| 277 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 278 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 279 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 280 | armnn::IWorkloadFactory& workloadFactory, |
| 281 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 282 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 283 | LayerTestResult<int16_t, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test( |
| 284 | armnn::IWorkloadFactory& workloadFactory, |
| 285 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 286 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 287 | LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3Test( |
| 288 | armnn::IWorkloadFactory& workloadFactory, |
| 289 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 290 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 291 | LayerTestResult<uint8_t, 4> IgnorePaddingAveragePooling2dSize3Uint8Test( |
| 292 | armnn::IWorkloadFactory& workloadFactory, |
| 293 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 294 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 295 | LayerTestResult<int16_t, 4> IgnorePaddingAveragePooling2dSize3Int16Test( |
| 296 | armnn::IWorkloadFactory& workloadFactory, |
| 297 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 298 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 299 | LayerTestResult<float, 4> SimpleL2Pooling2dTest( |
| 300 | armnn::IWorkloadFactory& workloadFactory, |
| 301 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 302 | const armnn::DataLayout dataLayout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 303 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 304 | LayerTestResult<uint8_t, 4> SimpleL2Pooling2dUint8Test( |
| 305 | armnn::IWorkloadFactory& workloadFactory, |
| 306 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 307 | const armnn::DataLayout dataLayout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 308 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 309 | LayerTestResult<int16_t, 4> SimpleL2Pooling2dInt16Test( |
| 310 | armnn::IWorkloadFactory& workloadFactory, |
| 311 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 312 | const armnn::DataLayout dataLayout); |
| 313 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 314 | LayerTestResult<float, 4> L2Pooling2dSize3Stride1Test( |
| 315 | armnn::IWorkloadFactory& workloadFactory, |
| 316 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 317 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 318 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride1Uint8Test( |
| 319 | armnn::IWorkloadFactory& workloadFactory, |
| 320 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 321 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 322 | LayerTestResult<int16_t, 4> L2Pooling2dSize3Stride1Int16Test( |
| 323 | armnn::IWorkloadFactory& workloadFactory, |
| 324 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 325 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 326 | LayerTestResult<float, 4> L2Pooling2dSize3Stride3Test( |
| 327 | armnn::IWorkloadFactory& workloadFactory, |
| 328 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 329 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 330 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride3Uint8Test( |
| 331 | armnn::IWorkloadFactory& workloadFactory, |
| 332 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 333 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 334 | LayerTestResult<int16_t, 4> L2Pooling2dSize3Stride3Int16Test( |
| 335 | armnn::IWorkloadFactory& workloadFactory, |
| 336 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 337 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 338 | LayerTestResult<float, 4> L2Pooling2dSize3Stride4Test( |
| 339 | armnn::IWorkloadFactory& workloadFactory, |
| 340 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 341 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 342 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride4Uint8Test( |
| 343 | armnn::IWorkloadFactory& workloadFactory, |
| 344 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 345 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 346 | LayerTestResult<int16_t, 4> L2Pooling2dSize3Stride4Int16Test( |
| 347 | armnn::IWorkloadFactory& workloadFactory, |
| 348 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 349 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 350 | LayerTestResult<float, 4> L2Pooling2dSize7Test( |
| 351 | armnn::IWorkloadFactory& workloadFactory, |
| 352 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 353 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 354 | LayerTestResult<uint8_t, 4> L2Pooling2dSize7Uint8Test( |
| 355 | armnn::IWorkloadFactory& workloadFactory, |
| 356 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 357 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 358 | LayerTestResult<int16_t, 4> L2Pooling2dSize7Int16Test( |
| 359 | armnn::IWorkloadFactory& workloadFactory, |
| 360 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 361 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 362 | LayerTestResult<float, 4> L2Pooling2dSize9Test( |
| 363 | armnn::IWorkloadFactory& workloadFactory, |
| 364 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 365 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 366 | LayerTestResult<uint8_t, 4> L2Pooling2dSize9Uint8Test( |
| 367 | armnn::IWorkloadFactory& workloadFactory, |
| 368 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 369 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 370 | LayerTestResult<int16_t, 4> L2Pooling2dSize9Int16Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 371 | armnn::IWorkloadFactory& workloadFactory, |
| 372 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 373 | |
| 374 | LayerTestResult<float, 4> IgnorePaddingSimpleL2Pooling2dTest( |
| 375 | armnn::IWorkloadFactory& workloadFactory, |
| 376 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 377 | |
| 378 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleL2Pooling2dUint8Test( |
| 379 | armnn::IWorkloadFactory& workloadFactory, |
| 380 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 381 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 382 | LayerTestResult<int16_t, 4> IgnorePaddingSimpleL2Pooling2dInt16Test( |
| 383 | armnn::IWorkloadFactory& workloadFactory, |
| 384 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 385 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 386 | LayerTestResult<float, 4> IgnorePaddingL2Pooling2dSize3Test( |
| 387 | armnn::IWorkloadFactory& workloadFactory, |
| 388 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 389 | |
| 390 | LayerTestResult<uint8_t, 4> IgnorePaddingL2Pooling2dSize3Uint8Test( |
| 391 | armnn::IWorkloadFactory& workloadFactory, |
| 392 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 393 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 394 | LayerTestResult<int16_t, 4> IgnorePaddingL2Pooling2dSize3Int16Test( |
| 395 | armnn::IWorkloadFactory& workloadFactory, |
| 396 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 397 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 398 | LayerTestResult<float, 4> AsymmetricNonSquarePooling2dTest( |
| 399 | armnn::IWorkloadFactory& workloadFactory, |
| 400 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 401 | |
| 402 | LayerTestResult<uint8_t, 4> AsymmetricNonSquarePooling2dUint8Test( |
| 403 | armnn::IWorkloadFactory& workloadFactory, |
| 404 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 405 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 406 | LayerTestResult<int16_t, 4> AsymmetricNonSquarePooling2dInt16Test( |
| 407 | armnn::IWorkloadFactory& workloadFactory, |
| 408 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 409 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 410 | LayerTestResult<float, 4> ComparePooling2dTest( |
| 411 | armnn::IWorkloadFactory& workloadFactory, |
| 412 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 413 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 414 | armnn::PoolingAlgorithm poolingType); |
| 415 | |
| 416 | LayerTestResult<uint8_t, 4> ComparePooling2dUint8Test( |
| 417 | armnn::IWorkloadFactory& workloadFactory, |
| 418 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 419 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 420 | armnn::PoolingAlgorithm poolingType); |
| 421 | |
| Teresa Charlin | 0434df6 | 2019-06-06 13:40:35 +0100 | [diff] [blame] | 422 | LayerTestResult<int16_t, 4> ComparePooling2dInt16Test( |
| 423 | armnn::IWorkloadFactory& workloadFactory, |
| 424 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 425 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 426 | armnn::PoolingAlgorithm poolingType); |
| 427 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 428 | LayerTestResult<float, 4> ConstantLinearActivationTest( |
| 429 | armnn::IWorkloadFactory& workloadFactory, |
| 430 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 431 | |
| 432 | LayerTestResult<float, 4> SimpleNormalizationAcrossTest( |
| 433 | armnn::IWorkloadFactory& workloadFactory, |
| 434 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 435 | |
| 436 | LayerTestResult<float, 4> SimpleNormalizationWithinTest( |
| 437 | armnn::IWorkloadFactory& workloadFactory, |
| 438 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 439 | |
| 440 | LayerTestResult<float,4> SimpleNormalizationAcrossNhwcTest( |
| 441 | armnn::IWorkloadFactory& workloadFactory, |
| 442 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 443 | |
| 444 | LayerTestResult<float, 2> SimpleSoftmaxTest( |
| 445 | armnn::IWorkloadFactory& workloadFactory, |
| 446 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 447 | float beta); |
| 448 | |
| Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 449 | LayerTestResult<float, 3> Simple3dSoftmaxTest( |
| 450 | armnn::IWorkloadFactory& workloadFactory, |
| 451 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 452 | float beta); |
| 453 | |
| 454 | LayerTestResult<float, 4> Simple4dSoftmaxTest( |
| 455 | armnn::IWorkloadFactory& workloadFactory, |
| 456 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 457 | float beta); |
| 458 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 459 | LayerTestResult<uint8_t, 2> SimpleSoftmaxUint8Test( |
| 460 | armnn::IWorkloadFactory& workloadFactory, |
| 461 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 462 | float beta); |
| 463 | |
| Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 464 | LayerTestResult<uint8_t,3> Simple3dSoftmaxUint8Test( |
| 465 | armnn::IWorkloadFactory& workloadFactory, |
| 466 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 467 | float beta); |
| 468 | |
| 469 | LayerTestResult<uint8_t,4> Simple4dSoftmaxUint8Test( |
| 470 | armnn::IWorkloadFactory& workloadFactory, |
| 471 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 472 | float beta); |
| 473 | |
| nikraj01 | 248683f | 2019-05-29 16:46:50 +0100 | [diff] [blame] | 474 | LayerTestResult<int16_t,2> SimpleSoftmaxUint16Test( |
| 475 | armnn::IWorkloadFactory& workloadFactory, |
| 476 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 477 | float beta); |
| 478 | |
| 479 | LayerTestResult<int16_t,3> Simple3dSoftmaxUint16Test( |
| 480 | armnn::IWorkloadFactory& workloadFactory, |
| 481 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 482 | float beta); |
| 483 | |
| 484 | LayerTestResult<int16_t,4> Simple4dSoftmaxUint16Test( |
| 485 | armnn::IWorkloadFactory& workloadFactory, |
| 486 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 487 | float beta); |
| 488 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 489 | LayerTestResult<float, 4> SimpleSigmoidTest( |
| 490 | armnn::IWorkloadFactory& workloadFactory, |
| 491 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 492 | |
| Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 493 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 494 | LayerTestResult<T, 4> SimpleReshapeTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 495 | armnn::IWorkloadFactory& workloadFactory, |
| 496 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 497 | |
| 498 | LayerTestResult<float, 4> SimpleFloorTest( |
| 499 | armnn::IWorkloadFactory& workloadFactory, |
| 500 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 501 | |
| 502 | LayerTestResult<float, 1> Concatenation1dTest( |
| 503 | armnn::IWorkloadFactory& workloadFactory, |
| 504 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 505 | |
| 506 | LayerTestResult<float, 2> Concatenation2dDim0Test( |
| 507 | armnn::IWorkloadFactory& workloadFactory, |
| 508 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 509 | |
| 510 | LayerTestResult<float, 2> Concatenation2dDim1Test( |
| 511 | armnn::IWorkloadFactory& workloadFactory, |
| 512 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 513 | |
| 514 | LayerTestResult<float, 2> Concatenation2dDim0DiffInputDimsTest( |
| 515 | armnn::IWorkloadFactory& workloadFactory, |
| 516 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 517 | |
| 518 | LayerTestResult<float, 2> Concatenation2dDim1DiffInputDimsTest( |
| 519 | armnn::IWorkloadFactory& workloadFactory, |
| 520 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 521 | |
| 522 | LayerTestResult<float, 3> Concatenation3dDim0Test( |
| 523 | armnn::IWorkloadFactory& workloadFactory, |
| 524 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 525 | |
| 526 | LayerTestResult<float, 3> Concatenation3dDim1Test( |
| 527 | armnn::IWorkloadFactory& workloadFactory, |
| 528 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 529 | |
| 530 | LayerTestResult<float, 3> Concatenation3dDim2Test( |
| 531 | armnn::IWorkloadFactory& workloadFactory, |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 532 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 533 | bool useSubtensor); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 534 | |
| 535 | LayerTestResult<float, 3> Concatenation3dDim0DiffInputDimsTest( |
| 536 | armnn::IWorkloadFactory& workloadFactory, |
| 537 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 538 | |
| 539 | LayerTestResult<float, 3> Concatenation3dDim1DiffInputDimsTest( |
| 540 | armnn::IWorkloadFactory& workloadFactory, |
| 541 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 542 | |
| 543 | LayerTestResult<float, 3> Concatenation3dDim2DiffInputDimsTest( |
| 544 | armnn::IWorkloadFactory& workloadFactory, |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 545 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 546 | bool useSubtensor); |
| 547 | |
| 548 | LayerTestResult<float, 4> Concatenation4dDim0Test( |
| 549 | armnn::IWorkloadFactory& workloadFactory, |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 550 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 551 | |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 552 | LayerTestResult<float, 4> Concatenation4dDim1Test( |
| 553 | armnn::IWorkloadFactory& workloadFactory, |
| 554 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 555 | |
| 556 | LayerTestResult<float, 4> Concatenation4dDim2Test( |
| 557 | armnn::IWorkloadFactory& workloadFactory, |
| 558 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 559 | |
| 560 | LayerTestResult<float, 4> Concatenation4dDim3Test( |
| 561 | armnn::IWorkloadFactory& workloadFactory, |
| 562 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 563 | bool useSubtensor); |
| 564 | |
| 565 | LayerTestResult<float, 4> Concatenation4dDiffShapeDim0Test( |
| 566 | armnn::IWorkloadFactory& workloadFactory, |
| 567 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 568 | |
| 569 | LayerTestResult<float, 4> Concatenation4dDiffShapeDim1Test( |
| 570 | armnn::IWorkloadFactory& workloadFactory, |
| 571 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 572 | |
| 573 | LayerTestResult<float, 4> Concatenation4dDiffShapeDim2Test( |
| 574 | armnn::IWorkloadFactory& workloadFactory, |
| 575 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 576 | |
| 577 | LayerTestResult<float, 4> Concatenation4dDiffShapeDim3Test( |
| 578 | armnn::IWorkloadFactory& workloadFactory, |
| 579 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 580 | bool useSubtensor); |
| 581 | |
| 582 | LayerTestResult<uint8_t, 4> Concatenation4dDim0Uint8Test( |
| 583 | armnn::IWorkloadFactory& workloadFactory, |
| 584 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 585 | |
| 586 | LayerTestResult<uint8_t, 4> Concatenation4dDim1Uint8Test( |
| 587 | armnn::IWorkloadFactory& workloadFactory, |
| 588 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 589 | |
| 590 | LayerTestResult<uint8_t, 4> Concatenation4dDim2Uint8Test( |
| 591 | armnn::IWorkloadFactory& workloadFactory, |
| 592 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 593 | |
| 594 | LayerTestResult<uint8_t, 4> Concatenation4dDim3Uint8Test( |
| 595 | armnn::IWorkloadFactory& workloadFactory, |
| 596 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 597 | bool useSubtensor); |
| 598 | |
| 599 | LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim0Uint8Test( |
| 600 | armnn::IWorkloadFactory& workloadFactory, |
| 601 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 602 | |
| 603 | LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim1Uint8Test( |
| 604 | armnn::IWorkloadFactory& workloadFactory, |
| 605 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 606 | |
| 607 | LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim2Uint8Test( |
| 608 | armnn::IWorkloadFactory& workloadFactory, |
| 609 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 610 | |
| 611 | LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim3Uint8Test( |
| 612 | armnn::IWorkloadFactory& workloadFactory, |
| 613 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 614 | bool useSubtensor); |
| 615 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 616 | LayerTestResult<uint8_t, 4> SimpleSigmoidUint8Test( |
| 617 | armnn::IWorkloadFactory& workloadFactory, |
| 618 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 619 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 620 | LayerTestResult<int16_t, 4> SimpleSigmoidInt16Test( |
| 621 | armnn::IWorkloadFactory& workloadFactory, |
| 622 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 623 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 624 | LayerTestResult<float, 4> CompareConvolution2dTest( |
| 625 | armnn::IWorkloadFactory& workloadFactory, |
| 626 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 627 | armnn::IWorkloadFactory& refWorkloadFactory); |
| 628 | |
| 629 | template<typename T> |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 630 | LayerTestResult<T, 4> CompareDepthwiseConvolution2dTest( |
| 631 | armnn::IWorkloadFactory& workloadFactory, |
| 632 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 633 | armnn::IWorkloadFactory& refWorkloadFactory, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 634 | const armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 635 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 636 | LayerTestResult<float, 4> CompareNormalizationTest( |
| 637 | armnn::IWorkloadFactory& workloadFactory, |
| 638 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 639 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 640 | armnn::NormalizationAlgorithmChannel normChannel, |
| 641 | armnn::NormalizationAlgorithmMethod normMethod); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 642 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 643 | LayerTestResult<float, 2> CompareSoftmaxTest( |
| 644 | armnn::IWorkloadFactory& workloadFactory, |
| 645 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 646 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 647 | float beta); |
| 648 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 649 | LayerTestResult<float, 2> FullyConnectedFloat32Test( |
| 650 | armnn::IWorkloadFactory& workloadFactory, |
| 651 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 652 | bool biasEnabled, |
| 653 | bool transposeWeights); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 654 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 655 | std::vector<LayerTestResult<float, 3>> SplitterTest( |
| 656 | armnn::IWorkloadFactory& workloadFactory, |
| 657 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 658 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 659 | LayerTestResult<float, 3> CopyViaSplitterTest( |
| 660 | armnn::IWorkloadFactory& workloadFactory, |
| 661 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 662 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 663 | LayerTestResult<float, 3> ConcatTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 664 | armnn::IWorkloadFactory& workloadFactory, |
| 665 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 666 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 667 | LayerTestResult<float, 4> AdditionTest( |
| 668 | armnn::IWorkloadFactory& workloadFactory, |
| 669 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 670 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 671 | LayerTestResult<float, 4> AdditionBroadcast1ElementTest( |
| 672 | armnn::IWorkloadFactory& workloadFactory, |
| 673 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 674 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 675 | LayerTestResult<float, 4> AdditionBroadcastTest( |
| 676 | armnn::IWorkloadFactory& workloadFactory, |
| 677 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 678 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 679 | LayerTestResult<float, 4> CompareAdditionTest( |
| 680 | armnn::IWorkloadFactory& workloadFactory, |
| 681 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 682 | armnn::IWorkloadFactory& refWorkloadFactory); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 683 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 684 | LayerTestResult<float, 4> SubtractionTest( |
| 685 | armnn::IWorkloadFactory& workloadFactory, |
| 686 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 687 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 688 | LayerTestResult<float, 4> SubtractionBroadcast1ElementTest( |
| 689 | armnn::IWorkloadFactory& workloadFactory, |
| 690 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 691 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 692 | LayerTestResult<float, 4> SubtractionBroadcastTest( |
| 693 | armnn::IWorkloadFactory& workloadFactory, |
| 694 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 695 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 696 | LayerTestResult<float, 4> CompareActivationTest( |
| 697 | armnn::IWorkloadFactory& workloadFactory, |
| 698 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 699 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 700 | armnn::ActivationFunction f, |
| 701 | unsigned int batchSize); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 702 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 703 | LayerTestResult<float, 4> DivisionTest( |
| 704 | armnn::IWorkloadFactory& workloadFactory, |
| 705 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 706 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 707 | LayerTestResult<float, 4> DivisionByZeroTest( |
| 708 | armnn::IWorkloadFactory& workloadFactory, |
| 709 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 710 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 711 | LayerTestResult<float, 4> DivisionBroadcast1ElementTest( |
| 712 | armnn::IWorkloadFactory& workloadFactory, |
| 713 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 714 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 715 | LayerTestResult<float, 4> DivisionBroadcast1DVectorTest( |
| 716 | armnn::IWorkloadFactory& workloadFactory, |
| 717 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 718 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 719 | LayerTestResult<float, 4> MultiplicationTest( |
| 720 | armnn::IWorkloadFactory& workloadFactory, |
| 721 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 722 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 723 | LayerTestResult<float, 4> MultiplicationBroadcast1ElementTest( |
| 724 | armnn::IWorkloadFactory& workloadFactory, |
| 725 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| narpra01 | 1e4c31d | 2018-09-28 11:07:51 +0100 | [diff] [blame] | 726 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 727 | LayerTestResult<float, 4> MultiplicationBroadcast1DVectorTest( |
| 728 | armnn::IWorkloadFactory& workloadFactory, |
| 729 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| narpra01 | 1e4c31d | 2018-09-28 11:07:51 +0100 | [diff] [blame] | 730 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 731 | LayerTestResult<float, 4> CompareMultiplicationTest( |
| 732 | armnn::IWorkloadFactory& workloadFactory, |
| 733 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 734 | armnn::IWorkloadFactory& refWorkloadFactory); |
| Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 735 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 736 | LayerTestResult<float, 4> BatchNormTest( |
| 737 | armnn::IWorkloadFactory& workloadFactory, |
| 738 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 739 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 740 | LayerTestResult<float, 4> BatchNormNhwcTest( |
| 741 | armnn::IWorkloadFactory& workloadFactory, |
| 742 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 743 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 744 | LayerTestResult<float, 4> CompareBatchNormTest( |
| 745 | armnn::IWorkloadFactory& workloadFactory, |
| 746 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 747 | armnn::IWorkloadFactory& refWorkloadFactory); |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 748 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 749 | LayerTestResult<float, 4> BoundedReLuUpperAndLowerBoundTest( |
| 750 | armnn::IWorkloadFactory& workloadFactory, |
| 751 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 752 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 753 | LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperAndLowerBoundTest( |
| 754 | armnn::IWorkloadFactory& workloadFactor, |
| 755 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManagery); |
| Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 756 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 757 | LayerTestResult<float, 4> BoundedReLuUpperBoundOnlyTest( |
| 758 | armnn::IWorkloadFactory& workloadFactory, |
| 759 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 760 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 761 | LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperBoundOnlyTest( |
| 762 | armnn::IWorkloadFactory& workloadFactory, |
| 763 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Éanna Ó Catháin | 262553e | 2018-11-14 11:26:23 +0000 | [diff] [blame] | 764 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 765 | LayerTestResult<float, 4> CompareBoundedReLuTest( |
| 766 | armnn::IWorkloadFactory& workloadFactory, |
| 767 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 768 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 769 | float upperBound, |
| 770 | float lowerBound); |
| 771 | |
| konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 772 | LayerTestResult<float, 4> ReLuTest( |
| 773 | armnn::IWorkloadFactory& workloadFactory, |
| 774 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 775 | |
| 776 | LayerTestResult<uint8_t, 4> ReLuUint8Test( |
| 777 | armnn::IWorkloadFactory& workloadFactory, |
| 778 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 779 | |
| 780 | LayerTestResult<int16_t, 4> ReLuInt16Test( |
| 781 | armnn::IWorkloadFactory& workloadFactory, |
| 782 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 783 | |
| 784 | LayerTestResult<int16_t, 4> BoundedReLuInt16Test( |
| 785 | armnn::IWorkloadFactory& workloadFactory, |
| 786 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 787 | |
| konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 788 | LayerTestResult<float, 4> SoftReLuTest( |
| 789 | armnn::IWorkloadFactory& workloadFactory, |
| 790 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 791 | |
| 792 | LayerTestResult<uint8_t, 4> SoftReLuUint8Test( |
| 793 | armnn::IWorkloadFactory& workloadFactory, |
| 794 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 795 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 796 | LayerTestResult<int16_t, 4> SoftReLuInt16Test( |
| 797 | armnn::IWorkloadFactory& workloadFactory, |
| 798 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 799 | |
| konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 800 | LayerTestResult<float, 4> LeakyReLuTest( |
| 801 | armnn::IWorkloadFactory& workloadFactory, |
| 802 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 803 | |
| 804 | LayerTestResult<uint8_t, 4> LeakyReLuUint8Test( |
| 805 | armnn::IWorkloadFactory& workloadFactory, |
| 806 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 807 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 808 | LayerTestResult<int16_t, 4> LeakyReLuInt16Test( |
| 809 | armnn::IWorkloadFactory& workloadFactory, |
| 810 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 811 | |
| konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 812 | LayerTestResult<float, 4> AbsTest( |
| 813 | armnn::IWorkloadFactory& workloadFactory, |
| 814 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 815 | |
| 816 | LayerTestResult<uint8_t, 4> AbsUint8Test( |
| 817 | armnn::IWorkloadFactory& workloadFactory, |
| 818 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 819 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 820 | LayerTestResult<int16_t, 4> AbsInt16Test( |
| 821 | armnn::IWorkloadFactory& workloadFactory, |
| 822 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 823 | |
| konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 824 | LayerTestResult<float, 4> SqrtTest( |
| 825 | armnn::IWorkloadFactory& workloadFactory, |
| 826 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 827 | |
| 828 | LayerTestResult<uint8_t, 4> SqrtUint8Test( |
| 829 | armnn::IWorkloadFactory& workloadFactory, |
| 830 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 831 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 832 | LayerTestResult<int16_t, 4> SqrtInt16Test( |
| 833 | armnn::IWorkloadFactory& workloadFactory, |
| 834 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 835 | |
| konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 836 | LayerTestResult<float, 4> SquareTest( |
| 837 | armnn::IWorkloadFactory& workloadFactory, |
| 838 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 839 | |
| 840 | LayerTestResult<uint8_t, 4> SquareUint8Test( |
| 841 | armnn::IWorkloadFactory& workloadFactory, |
| 842 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 843 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 844 | LayerTestResult<int16_t, 4> SquareInt16Test( |
| 845 | armnn::IWorkloadFactory& workloadFactory, |
| 846 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 847 | |
| konsof01 | 7f6db40 | 2019-06-07 15:15:58 +0100 | [diff] [blame] | 848 | LayerTestResult<float, 4> TanhTest( |
| 849 | armnn::IWorkloadFactory& workloadFactory, |
| 850 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 851 | |
| 852 | LayerTestResult<uint8_t, 4> TanhUint8Test( |
| 853 | armnn::IWorkloadFactory& workloadFactory, |
| 854 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 855 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 856 | LayerTestResult<int16_t, 4> TanhInt16Test( |
| 857 | armnn::IWorkloadFactory& workloadFactory, |
| 858 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 859 | |
| 860 | |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 861 | /// Tests that the output should be identical to the input when the output dimensions match the input ones. |
| 862 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 863 | LayerTestResult<T, 4> ResizeBilinearNopTest( |
| 864 | armnn::IWorkloadFactory& workloadFactory, |
| 865 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 866 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 867 | |
| 868 | // Tests the behaviour of the resize bilinear operation when rescaling a 2x2 image into a 1x1 image. |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 869 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 870 | LayerTestResult<T, 4> SimpleResizeBilinearTest( |
| 871 | armnn::IWorkloadFactory& workloadFactory, |
| 872 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 873 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 874 | |
| 875 | // Tests the resize bilinear for minification of a square input matrix (also: input dimensions are a |
| 876 | // multiple of output dimensions). |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 877 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 878 | LayerTestResult<T, 4> ResizeBilinearSqMinTest( |
| 879 | armnn::IWorkloadFactory& workloadFactory, |
| 880 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 881 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 882 | |
| 883 | // Tests the resize bilinear for minification (output dimensions smaller than input dimensions). |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 884 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 885 | LayerTestResult<T, 4> ResizeBilinearMinTest( |
| 886 | armnn::IWorkloadFactory& workloadFactory, |
| 887 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 888 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 889 | |
| 890 | // Tests the resize bilinear for magnification (output dimensions bigger than input dimensions). |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 891 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 892 | LayerTestResult<T, 4> ResizeBilinearMagTest( |
| 893 | armnn::IWorkloadFactory& workloadFactory, |
| 894 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 895 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 896 | |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 897 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 898 | LayerTestResult<T, 2> Rsqrt2dTestCommon( |
| Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 899 | armnn::IWorkloadFactory& workloadFactory, |
| 900 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 901 | const armnn::TensorInfo inputTensorInfo, |
| 902 | const armnn::TensorInfo outputTensorInfo, |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 903 | const std::vector<float>& inputValues, |
| 904 | const std::vector<float>& expectedOutputValues); |
| Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 905 | |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 906 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 907 | LayerTestResult<T, 2> Rsqrt2dTest( |
| Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 908 | armnn::IWorkloadFactory& workloadFactory, |
| 909 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 910 | |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 911 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 912 | LayerTestResult<T, 3> Rsqrt3dTest( |
| Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 913 | armnn::IWorkloadFactory& workloadFactory, |
| 914 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 915 | |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 916 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 917 | LayerTestResult<T, 2> RsqrtZeroTest( |
| Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 918 | armnn::IWorkloadFactory& workloadFactory, |
| 919 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 920 | |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 921 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 922 | LayerTestResult<T, 2> RsqrtNegativeTest( |
| Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 923 | armnn::IWorkloadFactory& workloadFactory, |
| 924 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 925 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 926 | LayerTestResult<float, 4> BatchNormTest( |
| 927 | armnn::IWorkloadFactory& workloadFactory, |
| 928 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 929 | |
| 930 | LayerTestResult<float, 4> BatchNormNhwcTest( |
| 931 | armnn::IWorkloadFactory& workloadFactory, |
| 932 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 933 | |
| 934 | LayerTestResult<float, 2> FakeQuantizationTest( |
| 935 | armnn::IWorkloadFactory& workloadFactory, |
| 936 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 937 | |
| Ferran Balaguer | e52211e | 2019-06-17 12:23:52 +0100 | [diff] [blame] | 938 | LayerTestResult<float, 4> L2NormalizationDefaultEpsilonTest( |
| 939 | armnn::IWorkloadFactory& workloadFactory, |
| 940 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 941 | const armnn::DataLayout layout); |
| 942 | |
| 943 | LayerTestResult<float, 4> L2NormalizationNonDefaultEpsilonTest( |
| 944 | armnn::IWorkloadFactory& workloadFactory, |
| 945 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 946 | const armnn::DataLayout layout); |
| 947 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 948 | LayerTestResult<float, 4> L2Normalization1dTest( |
| 949 | armnn::IWorkloadFactory& workloadFactory, |
| 950 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 951 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 952 | |
| Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 953 | LayerTestResult<int16_t, 4> L2Normalization1dInt16Test( |
| 954 | armnn::IWorkloadFactory& workloadFactory, |
| 955 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 956 | const armnn::DataLayout layout); |
| 957 | |
| Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 958 | LayerTestResult<uint8_t, 4> L2Normalization1dUint8Test( |
| 959 | armnn::IWorkloadFactory& workloadFactory, |
| 960 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 961 | const armnn::DataLayout layout); |
| 962 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 963 | LayerTestResult<float, 4> L2Normalization2dTest( |
| 964 | armnn::IWorkloadFactory& workloadFactory, |
| 965 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 966 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 967 | |
| Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 968 | LayerTestResult<int16_t, 4> L2Normalization2dInt16Test( |
| 969 | armnn::IWorkloadFactory& workloadFactory, |
| 970 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 971 | const armnn::DataLayout layout); |
| 972 | |
| Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 973 | LayerTestResult<uint8_t, 4> L2Normalization2dUint8Test( |
| 974 | armnn::IWorkloadFactory& workloadFactory, |
| 975 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 976 | const armnn::DataLayout layout); |
| 977 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 978 | LayerTestResult<float, 4> L2Normalization3dTest( |
| 979 | armnn::IWorkloadFactory& workloadFactory, |
| 980 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 981 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 982 | |
| Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 983 | LayerTestResult<int16_t, 4> L2Normalization3dInt16Test( |
| 984 | armnn::IWorkloadFactory& workloadFactory, |
| 985 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 986 | const armnn::DataLayout layout); |
| 987 | |
| Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 988 | LayerTestResult<uint8_t, 4> L2Normalization3dUint8Test( |
| 989 | armnn::IWorkloadFactory& workloadFactory, |
| 990 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 991 | const armnn::DataLayout layout); |
| 992 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 993 | LayerTestResult<float, 4> L2Normalization4dTest( |
| 994 | armnn::IWorkloadFactory& workloadFactory, |
| 995 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 996 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 997 | |
| Ferran Balaguer | d73d14f | 2019-06-10 10:29:54 +0100 | [diff] [blame] | 998 | LayerTestResult<int16_t, 4> L2Normalization4dInt16Test( |
| 999 | armnn::IWorkloadFactory& workloadFactory, |
| 1000 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1001 | const armnn::DataLayout layout); |
| 1002 | |
| Ferran Balaguer | c6138d8 | 2019-06-13 17:23:50 +0100 | [diff] [blame] | 1003 | LayerTestResult<uint8_t, 4> L2Normalization4dUint8Test( |
| 1004 | armnn::IWorkloadFactory& workloadFactory, |
| 1005 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1006 | const armnn::DataLayout layout); |
| 1007 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1008 | LayerTestResult<float, 4> ConstantTest( |
| 1009 | armnn::IWorkloadFactory& workloadFactory, |
| 1010 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1011 | |
| Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1012 | LayerTestResult<uint8_t, 4> ConstantUint8SimpleQuantizationScaleNoOffsetTest( |
| 1013 | armnn::IWorkloadFactory& workloadFactory, |
| 1014 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1015 | |
| 1016 | LayerTestResult<int16_t, 4> ConstantInt16SimpleQuantizationScaleNoOffsetTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1017 | armnn::IWorkloadFactory& workloadFactory, |
| 1018 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1019 | |
| 1020 | LayerTestResult<uint8_t, 4> BoundedReLuUint8Test( |
| 1021 | armnn::IWorkloadFactory& workloadFactory, |
| 1022 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1023 | float upperBound); |
| 1024 | |
| 1025 | LayerTestResult<uint8_t, 4> BoundedReLuUint8Test( |
| 1026 | armnn::IWorkloadFactory& workloadFactory, |
| 1027 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1028 | float upperBound, |
| 1029 | float lowerBound); |
| 1030 | |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 1031 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1032 | LayerTestResult<T, 2> FullyConnectedTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1033 | armnn::IWorkloadFactory& workloadFactory, |
| 1034 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1035 | bool biasEnabled); |
| 1036 | |
| 1037 | std::vector<LayerTestResult<uint8_t, 3>> SplitterUint8Test( |
| 1038 | armnn::IWorkloadFactory& workloadFactory, |
| 1039 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1040 | |
| Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 1041 | std::vector<LayerTestResult<int16_t, 3>> SplitterInt16Test( |
| 1042 | armnn::IWorkloadFactory& workloadFactory, |
| 1043 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1044 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1045 | LayerTestResult<uint8_t, 3> CopyViaSplitterUint8Test( |
| 1046 | armnn::IWorkloadFactory& workloadFactory, |
| 1047 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1048 | |
| Ruomei Yan | 25339c3 | 2019-05-28 16:48:20 +0100 | [diff] [blame] | 1049 | LayerTestResult<int16_t, 3> CopyViaSplitterInt16Test( |
| 1050 | armnn::IWorkloadFactory& workloadFactory, |
| 1051 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1052 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 1053 | LayerTestResult<uint8_t, 3> ConcatUint8Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1054 | armnn::IWorkloadFactory& workloadFactory, |
| 1055 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1056 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 1057 | LayerTestResult<uint16_t, 3> ConcatUint16Test( |
| Jim Flynn | cbb66aa | 2019-05-15 13:03:54 +0100 | [diff] [blame] | 1058 | armnn::IWorkloadFactory& workloadFactory, |
| 1059 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1060 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 1061 | LayerTestResult<uint8_t, 3> ConcatUint8DifferentQParamsTest( |
| Jim Flynn | cbb66aa | 2019-05-15 13:03:54 +0100 | [diff] [blame] | 1062 | armnn::IWorkloadFactory& workloadFactory, |
| 1063 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Ferran Balaguer | b284565 | 2019-02-27 09:42:06 +0000 | [diff] [blame] | 1064 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1065 | LayerTestResult<uint8_t, 4> AdditionUint8Test( |
| 1066 | armnn::IWorkloadFactory& workloadFactory, |
| 1067 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1068 | |
| 1069 | LayerTestResult<uint8_t, 4> AdditionBroadcast1ElementUint8Test( |
| 1070 | armnn::IWorkloadFactory& workloadFactory, |
| 1071 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1072 | |
| 1073 | LayerTestResult<uint8_t, 4> AdditionBroadcastUint8Test( |
| 1074 | armnn::IWorkloadFactory& workloadFactory, |
| 1075 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1076 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 1077 | LayerTestResult<int16_t, 4> AdditionInt16Test( |
| 1078 | armnn::IWorkloadFactory& workloadFactory, |
| 1079 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1080 | |
| 1081 | LayerTestResult<int16_t, 4> AdditionBroadcastInt16Test( |
| 1082 | armnn::IWorkloadFactory& workloadFactory, |
| 1083 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1084 | |
| 1085 | LayerTestResult<int16_t, 4> AdditionBroadcast1ElementInt16Test( |
| 1086 | armnn::IWorkloadFactory& workloadFactory, |
| 1087 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1088 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1089 | LayerTestResult<uint8_t, 4> SubtractionUint8Test( |
| 1090 | armnn::IWorkloadFactory& workloadFactory, |
| 1091 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1092 | |
| 1093 | LayerTestResult<uint8_t, 4> SubtractionBroadcast1ElementUint8Test( |
| 1094 | armnn::IWorkloadFactory& workloadFactory, |
| 1095 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1096 | |
| 1097 | LayerTestResult<uint8_t, 4> SubtractionBroadcastUint8Test( |
| 1098 | armnn::IWorkloadFactory& workloadFactory, |
| 1099 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1100 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 1101 | LayerTestResult<int16_t, 4> SubtractionInt16Test( |
| 1102 | armnn::IWorkloadFactory& workloadFactory, |
| 1103 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1104 | |
| 1105 | LayerTestResult<int16_t, 4> SubtractionBroadcast1ElementInt16Test( |
| 1106 | armnn::IWorkloadFactory& workloadFactory, |
| 1107 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1108 | |
| 1109 | LayerTestResult<int16_t, 4> SubtractionBroadcastInt16Test( |
| 1110 | armnn::IWorkloadFactory& workloadFactory, |
| 1111 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1112 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1113 | LayerTestResult<uint8_t, 4> CompareActivationUint8Test( |
| 1114 | armnn::IWorkloadFactory& workloadFactory, |
| 1115 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1116 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 1117 | armnn::ActivationFunction f); |
| 1118 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 1119 | LayerTestResult<int16_t, 4> CompareActivationInt16Test( |
| 1120 | armnn::IWorkloadFactory& workloadFactory, |
| 1121 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1122 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 1123 | armnn::ActivationFunction f); |
| 1124 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1125 | LayerTestResult<uint8_t, 2> CompareSoftmaxUint8Test( |
| 1126 | armnn::IWorkloadFactory& workloadFactory, |
| 1127 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1128 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 1129 | float beta); |
| 1130 | |
| 1131 | LayerTestResult<uint8_t, 4> MultiplicationUint8Test( |
| 1132 | armnn::IWorkloadFactory& workloadFactory, |
| 1133 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1134 | |
| 1135 | LayerTestResult<uint8_t, 4> MultiplicationBroadcast1ElementUint8Test( |
| 1136 | armnn::IWorkloadFactory& workloadFactory, |
| 1137 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1138 | |
| 1139 | LayerTestResult<uint8_t, 4> MultiplicationBroadcast1DVectorUint8Test( |
| 1140 | armnn::IWorkloadFactory& workloadFactory, |
| 1141 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1142 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 1143 | LayerTestResult<int16_t, 4> MultiplicationInt16Test( |
| 1144 | armnn::IWorkloadFactory& workloadFactory, |
| 1145 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1146 | |
| 1147 | LayerTestResult<int16_t, 4> MultiplicationBroadcast1ElementInt16Test( |
| 1148 | armnn::IWorkloadFactory& workloadFactory, |
| 1149 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1150 | |
| 1151 | LayerTestResult<int16_t, 4> MultiplicationBroadcast1DVectorInt16Test( |
| 1152 | armnn::IWorkloadFactory& workloadFactory, |
| 1153 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1154 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1155 | LayerTestResult<uint8_t, 4> DivisionUint8Test( |
| 1156 | armnn::IWorkloadFactory& workloadFactory, |
| 1157 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1158 | |
| 1159 | LayerTestResult<uint8_t, 4> DivisionBroadcast1ElementUint8Test( |
| 1160 | armnn::IWorkloadFactory& workloadFactory, |
| 1161 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1162 | |
| 1163 | LayerTestResult<uint8_t, 4> DivisionBroadcast1DVectorUint8Test( |
| 1164 | armnn::IWorkloadFactory& workloadFactory, |
| 1165 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1166 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 1167 | LayerTestResult<int16_t, 4> DivisionInt16Test( |
| 1168 | armnn::IWorkloadFactory& workloadFactory, |
| 1169 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1170 | |
| 1171 | LayerTestResult<int16_t, 4> DivisionBroadcast1ElementInt16Test( |
| 1172 | armnn::IWorkloadFactory& workloadFactory, |
| 1173 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1174 | |
| 1175 | LayerTestResult<int16_t, 4> DivisionBroadcast1DVectorInt16Test( |
| 1176 | armnn::IWorkloadFactory& workloadFactory, |
| 1177 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1178 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1179 | LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test( |
| 1180 | armnn::IWorkloadFactory& workloadFactory, |
| 1181 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1182 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 1183 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1184 | |
| 1185 | LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test( |
| 1186 | armnn::IWorkloadFactory& workloadFactory, |
| 1187 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1188 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 1189 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1190 | |
| Mike Kelly | 2f80f6e | 2019-05-16 12:41:34 +0100 | [diff] [blame] | 1191 | LayerTestResult<int16_t, 4> SimpleConvolution2d3x5QSymm16Test( |
| 1192 | armnn::IWorkloadFactory& workloadFactory, |
| 1193 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1194 | bool biasEnabled, |
| 1195 | const armnn::DataLayout layout); |
| 1196 | |
| 1197 | LayerTestResult<int16_t, 4> SimpleConvolution2d3x3QSymm16Test( |
| 1198 | armnn::IWorkloadFactory& workloadFactory, |
| 1199 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1200 | bool biasEnabled, |
| 1201 | const armnn::DataLayout layout); |
| 1202 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1203 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test( |
| 1204 | armnn::IWorkloadFactory& workloadFactory, |
| 1205 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1206 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 1207 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1208 | |
| 1209 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test( |
| 1210 | armnn::IWorkloadFactory& workloadFactory, |
| 1211 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1212 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 1213 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1214 | |
| Ruomei Yan | 88d44b8 | 2019-05-23 14:29:06 +0100 | [diff] [blame] | 1215 | LayerTestResult<int16_t, 4> DepthwiseConvolution2dInt16Test( |
| 1216 | armnn::IWorkloadFactory& workloadFactory, |
| 1217 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1218 | bool biasEnabled, |
| 1219 | const armnn::DataLayout layout); |
| 1220 | |
| 1221 | LayerTestResult<int16_t, 4> DepthwiseConvolution2dDepthMul1Int16Test( |
| 1222 | armnn::IWorkloadFactory& workloadFactory, |
| 1223 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1224 | bool biasEnabled, |
| 1225 | const armnn::DataLayout layout); |
| 1226 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1227 | LayerTestResult<uint8_t, 4> ConstantLinearActivationUint8Test( |
| 1228 | armnn::IWorkloadFactory& workloadFactory, |
| 1229 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1230 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 1231 | LayerTestResult<int16_t, 4> ConstantLinearActivationInt16Test( |
| 1232 | armnn::IWorkloadFactory& workloadFactory, |
| 1233 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1234 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1235 | LayerTestResult<uint8_t, 4> BatchNormUint8Test( |
| 1236 | armnn::IWorkloadFactory& workloadFactory, |
| 1237 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1238 | |
| 1239 | LayerTestResult<uint8_t, 4> BatchNormUint8NhwcTest( |
| 1240 | armnn::IWorkloadFactory& workloadFactory, |
| 1241 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1242 | |
| Matteo Martincigh | f550713 | 2019-06-04 10:59:47 +0100 | [diff] [blame] | 1243 | LayerTestResult<int16_t, 4> BatchNormInt16Test( |
| 1244 | armnn::IWorkloadFactory& workloadFactory, |
| 1245 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1246 | |
| 1247 | LayerTestResult<int16_t, 4> BatchNormInt16NhwcTest( |
| 1248 | armnn::IWorkloadFactory& workloadFactory, |
| 1249 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1250 | |
| Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1251 | LayerTestResult<uint8_t, 4> ConstantUint8CustomQuantizationScaleAndOffsetTest( |
| 1252 | armnn::IWorkloadFactory& workloadFactory, |
| 1253 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1254 | |
| 1255 | LayerTestResult<int16_t, 4> ConstantInt16CustomQuantizationScaleAndOffsetTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1256 | armnn::IWorkloadFactory& workloadFactory, |
| 1257 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1258 | |
| 1259 | LayerTestResult<uint8_t, 1> Concatenation1dUint8Test( |
| 1260 | armnn::IWorkloadFactory& workloadFactory, |
| 1261 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1262 | |
| 1263 | LayerTestResult<uint8_t, 2> Concatenation2dDim0Uint8Test( |
| 1264 | armnn::IWorkloadFactory& workloadFactory, |
| 1265 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1266 | |
| 1267 | LayerTestResult<uint8_t, 2> Concatenation2dDim1Uint8Test( |
| 1268 | armnn::IWorkloadFactory& workloadFactory, |
| 1269 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1270 | |
| 1271 | LayerTestResult<uint8_t, 2> Concatenation2dDim0DiffInputDimsUint8Test( |
| 1272 | armnn::IWorkloadFactory& workloadFactory, |
| 1273 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1274 | |
| 1275 | LayerTestResult<uint8_t, 2> Concatenation2dDim1DiffInputDimsUint8Test( |
| 1276 | armnn::IWorkloadFactory& workloadFactory, |
| 1277 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1278 | |
| 1279 | LayerTestResult<uint8_t, 3> Concatenation3dDim0Uint8Test( |
| 1280 | armnn::IWorkloadFactory& workloadFactory, |
| 1281 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1282 | |
| 1283 | LayerTestResult<uint8_t, 3> Concatenation3dDim1Uint8Test( |
| 1284 | armnn::IWorkloadFactory& workloadFactory, |
| 1285 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1286 | |
| 1287 | LayerTestResult<uint8_t, 3> Concatenation3dDim2Uint8Test( |
| 1288 | armnn::IWorkloadFactory& workloadFactory, |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1289 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1290 | bool useSubtensor); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1291 | |
| 1292 | LayerTestResult<uint8_t, 3> Concatenation3dDim0DiffInputDimsUint8Test( |
| 1293 | armnn::IWorkloadFactory& workloadFactory, |
| 1294 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1295 | |
| 1296 | LayerTestResult<uint8_t, 3> Concatenation3dDim1DiffInputDimsUint8Test( |
| 1297 | armnn::IWorkloadFactory& workloadFactory, |
| 1298 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1299 | |
| 1300 | LayerTestResult<uint8_t, 3> Concatenation3dDim2DiffInputDimsUint8Test( |
| 1301 | armnn::IWorkloadFactory& workloadFactory, |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1302 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1303 | bool useSubtensor); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1304 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1305 | LayerTestResult<uint8_t, 4> EqualSimpleTest( |
| FrancisMurtagh | 30cdfca | 2018-12-18 12:57:35 +0000 | [diff] [blame] | 1306 | armnn::IWorkloadFactory& workloadFactory, |
| 1307 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1308 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1309 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest( |
| FrancisMurtagh | 30cdfca | 2018-12-18 12:57:35 +0000 | [diff] [blame] | 1310 | armnn::IWorkloadFactory& workloadFactory, |
| 1311 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1312 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1313 | LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorTest( |
| FrancisMurtagh | 30cdfca | 2018-12-18 12:57:35 +0000 | [diff] [blame] | 1314 | armnn::IWorkloadFactory& workloadFactory, |
| 1315 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1316 | |
| 1317 | LayerTestResult<uint8_t, 4> EqualUint8Test( |
| 1318 | armnn::IWorkloadFactory& workloadFactory, |
| 1319 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1320 | |
| 1321 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test( |
| 1322 | armnn::IWorkloadFactory& workloadFactory, |
| 1323 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1324 | |
| 1325 | LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test( |
| 1326 | armnn::IWorkloadFactory& workloadFactory, |
| 1327 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1328 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1329 | LayerTestResult<uint8_t, 4> GreaterSimpleTest( |
| FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 1330 | armnn::IWorkloadFactory& workloadFactory, |
| 1331 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1332 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1333 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest( |
| FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 1334 | armnn::IWorkloadFactory& workloadFactory, |
| 1335 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1336 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1337 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorTest( |
| FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 1338 | armnn::IWorkloadFactory& workloadFactory, |
| 1339 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1340 | |
| 1341 | LayerTestResult<uint8_t, 4> GreaterUint8Test( |
| 1342 | armnn::IWorkloadFactory& workloadFactory, |
| 1343 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1344 | |
| 1345 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( |
| 1346 | armnn::IWorkloadFactory& workloadFactory, |
| 1347 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1348 | |
| 1349 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test( |
| 1350 | armnn::IWorkloadFactory& workloadFactory, |
| 1351 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1352 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1353 | LayerTestResult<float, 2> FullyConnectedLargeTest( |
| 1354 | armnn::IWorkloadFactory& workloadFactory, |
| 1355 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1356 | bool transposeWeights); |
| 1357 | |
| 1358 | LayerTestResult<float, 4> SimplePermuteFloat32Test( |
| 1359 | armnn::IWorkloadFactory& workloadFactory, |
| 1360 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1361 | |
| 1362 | LayerTestResult<uint8_t, 4> SimplePermuteUint8Test( |
| 1363 | armnn::IWorkloadFactory& workloadFactory, |
| 1364 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1365 | |
| 1366 | LayerTestResult<uint8_t, 2> PadUint82dTest( |
| 1367 | armnn::IWorkloadFactory& workloadFactory, |
| 1368 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1369 | |
| 1370 | LayerTestResult<uint8_t, 3> PadUint83dTest( |
| 1371 | armnn::IWorkloadFactory& workloadFactory, |
| 1372 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1373 | |
| 1374 | LayerTestResult<uint8_t, 4> PadUint84dTest( |
| 1375 | armnn::IWorkloadFactory& workloadFactory, |
| 1376 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1377 | |
| 1378 | LayerTestResult<float, 2> PadFloat322dTest( |
| 1379 | armnn::IWorkloadFactory& workloadFactory, |
| 1380 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1381 | |
| 1382 | LayerTestResult<float, 3> PadFloat323dTest( |
| 1383 | armnn::IWorkloadFactory& workloadFactory, |
| 1384 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1385 | |
| 1386 | LayerTestResult<float, 4> PadFloat324dTest( |
| 1387 | armnn::IWorkloadFactory& workloadFactory, |
| 1388 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1389 | |
| 1390 | LayerTestResult<float, 4> PermuteFloat32ValueSet1Test( |
| 1391 | armnn::IWorkloadFactory& workloadFactory, |
| 1392 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1393 | |
| 1394 | LayerTestResult<float, 4> PermuteFloat32ValueSet2Test( |
| 1395 | armnn::IWorkloadFactory& workloadFactory, |
| 1396 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1397 | |
| 1398 | LayerTestResult<float, 4> PermuteFloat32ValueSet3Test( |
| 1399 | armnn::IWorkloadFactory& workloadFactory, |
| 1400 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1401 | |
| 1402 | LayerTestResult<float, 2> LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest( |
| 1403 | armnn::IWorkloadFactory& workloadFactory, |
| 1404 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1405 | |
| 1406 | LayerTestResult<float, 2> LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest( |
| 1407 | armnn::IWorkloadFactory& workloadFactory, |
| 1408 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1409 | |
| 1410 | LayerTestResult<float, 2> LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest( |
| 1411 | armnn::IWorkloadFactory& workloadFactory, |
| 1412 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1413 | |
| Conor Kennedy | b9971c9 | 2019-05-07 07:14:23 +0100 | [diff] [blame] | 1414 | LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionTest( |
| 1415 | armnn::IWorkloadFactory& workloadFactory, |
| 1416 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1417 | |
| 1418 | LayerTestResult<int16_t, 2> LstmLayerInt16WithCifgWithPeepholeNoProjectionTest( |
| 1419 | armnn::IWorkloadFactory& workloadFactory, |
| 1420 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1421 | |
| 1422 | LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgWithPeepholeWithProjectionTest( |
| 1423 | armnn::IWorkloadFactory& workloadFactory, |
| 1424 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1425 | |
| 1426 | LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest( |
| 1427 | armnn::IWorkloadFactory& workloadFactory, |
| 1428 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1429 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1430 | LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test( |
| 1431 | armnn::IWorkloadFactory& workloadFactory, |
| 1432 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1433 | |
| 1434 | LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test( |
| 1435 | armnn::IWorkloadFactory& workloadFactory, |
| 1436 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1437 | |
| Éanna Ó Catháin | de70558 | 2018-12-03 13:04:22 +0000 | [diff] [blame] | 1438 | LayerTestResult<float, 4> MaximumSimpleTest( |
| 1439 | armnn::IWorkloadFactory& workloadFactory, |
| 1440 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1441 | |
| 1442 | LayerTestResult<float, 4> MaximumBroadcast1ElementTest( |
| 1443 | armnn::IWorkloadFactory& workloadFactory, |
| 1444 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1445 | |
| 1446 | LayerTestResult<float, 4> MaximumBroadcast1DVectorTest( |
| 1447 | armnn::IWorkloadFactory& workloadFactory, |
| 1448 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1449 | |
| 1450 | LayerTestResult<uint8_t , 4> MaximumUint8Test( |
| 1451 | armnn::IWorkloadFactory& workloadFactory, |
| 1452 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1453 | |
| 1454 | LayerTestResult<uint8_t, 4> MaximumBroadcast1ElementUint8Test( |
| 1455 | armnn::IWorkloadFactory& workloadFactory, |
| 1456 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1457 | |
| 1458 | LayerTestResult<uint8_t, 4> MaximumBroadcast1DVectorUint8Test( |
| 1459 | armnn::IWorkloadFactory& workloadFactory, |
| 1460 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1461 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 1462 | LayerTestResult<int16_t , 4> MaximumInt16Test( |
| 1463 | armnn::IWorkloadFactory& workloadFactory, |
| 1464 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1465 | |
| 1466 | LayerTestResult<int16_t, 4> MaximumBroadcast1ElementInt16Test( |
| 1467 | armnn::IWorkloadFactory& workloadFactory, |
| 1468 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1469 | |
| 1470 | LayerTestResult<int16_t, 4> MaximumBroadcast1DVectorInt16Test( |
| 1471 | armnn::IWorkloadFactory& workloadFactory, |
| 1472 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1473 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 1474 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1475 | LayerTestResult<T, 1> MeanSimpleTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1476 | armnn::IWorkloadFactory& workloadFactory, |
| 1477 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1478 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 1479 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1480 | LayerTestResult<T, 3> MeanSimpleAxisTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1481 | armnn::IWorkloadFactory& workloadFactory, |
| 1482 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1483 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 1484 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1485 | LayerTestResult<T, 4> MeanKeepDimsTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1486 | armnn::IWorkloadFactory& workloadFactory, |
| 1487 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1488 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 1489 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1490 | LayerTestResult<T, 4> MeanMultipleDimsTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1491 | armnn::IWorkloadFactory& workloadFactory, |
| 1492 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1493 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 1494 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1495 | LayerTestResult<T, 1> MeanVts1Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1496 | armnn::IWorkloadFactory& workloadFactory, |
| 1497 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1498 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 1499 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1500 | LayerTestResult<T, 3> MeanVts2Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1501 | armnn::IWorkloadFactory& workloadFactory, |
| 1502 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1503 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 1504 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1505 | LayerTestResult<T, 3> MeanVts3Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1506 | armnn::IWorkloadFactory& workloadFactory, |
| 1507 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1508 | |
| Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 1509 | LayerTestResult<float, 4> MinimumBroadcast1ElementTest1( |
| 1510 | armnn::IWorkloadFactory& workloadFactory, |
| 1511 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1512 | |
| 1513 | LayerTestResult<float, 4> MinimumBroadcast1ElementTest2( |
| 1514 | armnn::IWorkloadFactory& workloadFactory, |
| 1515 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1516 | |
| 1517 | LayerTestResult<uint8_t, 4> MinimumBroadcast1DVectorUint8Test( |
| 1518 | armnn::IWorkloadFactory & workloadFactory, |
| 1519 | const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager); |
| 1520 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 1521 | LayerTestResult<int16_t , 4> MinimumInt16Test( |
| 1522 | armnn::IWorkloadFactory& workloadFactory, |
| 1523 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1524 | |
| 1525 | LayerTestResult<int16_t, 4> MinimumBroadcast1ElementInt16Test( |
| 1526 | armnn::IWorkloadFactory& workloadFactory, |
| 1527 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1528 | |
| 1529 | LayerTestResult<int16_t, 4> MinimumBroadcast1DVectorInt16Test( |
| 1530 | armnn::IWorkloadFactory& workloadFactory, |
| 1531 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1532 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1533 | LayerTestResult<float, 4> AdditionAfterMaxPoolTest( |
| 1534 | armnn::IWorkloadFactory& workloadFactory, |
| 1535 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1536 | |
| 1537 | LayerTestResult<float, 4> SpaceToBatchNdSimpleFloat32Test( |
| 1538 | armnn::IWorkloadFactory& workloadFactory, |
| 1539 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1540 | |
| 1541 | LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsFloat32Test( |
| 1542 | armnn::IWorkloadFactory& workloadFactory, |
| 1543 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1544 | |
| 1545 | LayerTestResult<float, 4> SpaceToBatchNdMultiBlockFloat32Test( |
| 1546 | armnn::IWorkloadFactory& workloadFactory, |
| 1547 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1548 | |
| 1549 | LayerTestResult<float, 4> SpaceToBatchNdPaddingFloat32Test( |
| 1550 | armnn::IWorkloadFactory& workloadFactory, |
| 1551 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1552 | |
| 1553 | LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleUint8Test( |
| 1554 | armnn::IWorkloadFactory& workloadFactory, |
| 1555 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1556 | |
| 1557 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsUint8Test( |
| 1558 | armnn::IWorkloadFactory& workloadFactory, |
| 1559 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1560 | |
| 1561 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockUint8Test( |
| 1562 | armnn::IWorkloadFactory& workloadFactory, |
| 1563 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1564 | |
| 1565 | LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingUint8Test( |
| 1566 | armnn::IWorkloadFactory& workloadFactory, |
| 1567 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1568 | |
| 1569 | LayerTestResult<float, 4> SpaceToBatchNdSimpleNHWCFloat32Test( |
| 1570 | armnn::IWorkloadFactory& workloadFactory, |
| 1571 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1572 | |
| 1573 | LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsNHWCFloat32Test( |
| 1574 | armnn::IWorkloadFactory& workloadFactory, |
| 1575 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1576 | |
| 1577 | LayerTestResult<float, 4> SpaceToBatchNdMultiBlockNHWCFloat32Test( |
| 1578 | armnn::IWorkloadFactory& workloadFactory, |
| 1579 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1580 | |
| 1581 | LayerTestResult<float, 4> SpaceToBatchNdPaddingNHWCFloat32Test( |
| 1582 | armnn::IWorkloadFactory& workloadFactory, |
| 1583 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1584 | |
| 1585 | LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleNHWCUint8Test( |
| 1586 | armnn::IWorkloadFactory& workloadFactory, |
| 1587 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1588 | |
| 1589 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsNHWCUint8Test( |
| 1590 | armnn::IWorkloadFactory& workloadFactory, |
| 1591 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1592 | |
| 1593 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockNHWCUint8Test( |
| 1594 | armnn::IWorkloadFactory& workloadFactory, |
| 1595 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1596 | |
| 1597 | LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingNHWCUint8Test( |
| 1598 | armnn::IWorkloadFactory& workloadFactory, |
| 1599 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1600 | |
| nikraj01 | 120522a | 2019-05-31 11:33:07 +0100 | [diff] [blame] | 1601 | LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleUint16Test( |
| 1602 | armnn::IWorkloadFactory& workloadFactory, |
| 1603 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1604 | |
| 1605 | LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsUint16Test( |
| 1606 | armnn::IWorkloadFactory& workloadFactory, |
| 1607 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1608 | |
| 1609 | LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockUint16Test( |
| 1610 | armnn::IWorkloadFactory& workloadFactory, |
| 1611 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1612 | |
| 1613 | LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingUint16Test( |
| 1614 | armnn::IWorkloadFactory& workloadFactory, |
| 1615 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1616 | |
| 1617 | LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleNHWCUint16Test( |
| 1618 | armnn::IWorkloadFactory& workloadFactory, |
| 1619 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1620 | |
| 1621 | LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsNHWCUint16Test( |
| 1622 | armnn::IWorkloadFactory& workloadFactory, |
| 1623 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1624 | |
| 1625 | LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockNHWCUint16Test( |
| 1626 | armnn::IWorkloadFactory& workloadFactory, |
| 1627 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1628 | |
| 1629 | LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingNHWCUint16Test( |
| 1630 | armnn::IWorkloadFactory& workloadFactory, |
| 1631 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1632 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1633 | LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test1( |
| 1634 | armnn::IWorkloadFactory& workloadFactory, |
| 1635 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1636 | |
| 1637 | LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test2( |
| 1638 | armnn::IWorkloadFactory& workloadFactory, |
| 1639 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1640 | |
| 1641 | LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test3( |
| 1642 | armnn::IWorkloadFactory& workloadFactory, |
| 1643 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1644 | |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1645 | LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test4( |
| 1646 | armnn::IWorkloadFactory& workloadFactory, |
| 1647 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1648 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1649 | LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test1( |
| 1650 | armnn::IWorkloadFactory &workloadFactory, |
| 1651 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1652 | |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1653 | LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test2( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1654 | armnn::IWorkloadFactory &workloadFactory, |
| 1655 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1656 | |
| 1657 | LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test3( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1658 | armnn::IWorkloadFactory &workloadFactory, |
| 1659 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1660 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1661 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest1( |
| 1662 | armnn::IWorkloadFactory &workloadFactory, |
| 1663 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 1216b58 | 2018-11-23 15:33:41 +0000 | [diff] [blame] | 1664 | |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1665 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest2( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1666 | armnn::IWorkloadFactory &workloadFactory, |
| 1667 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1668 | |
| 1669 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest3( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1670 | armnn::IWorkloadFactory &workloadFactory, |
| 1671 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1672 | |
| 1673 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest1( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1674 | armnn::IWorkloadFactory &workloadFactory, |
| 1675 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1676 | |
| 1677 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest2( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1678 | armnn::IWorkloadFactory &workloadFactory, |
| 1679 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1680 | |
| 1681 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest3( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1682 | armnn::IWorkloadFactory &workloadFactory, |
| 1683 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1684 | |
| 1685 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest4( |
| 1686 | armnn::IWorkloadFactory &workloadFactory, |
| 1687 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1688 | |
| Nattapat Chaimanowong | 1216b58 | 2018-11-23 15:33:41 +0000 | [diff] [blame] | 1689 | LayerTestResult<float, 4> StridedSlice4DFloat32Test( |
| 1690 | armnn::IWorkloadFactory& workloadFactory, |
| 1691 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1692 | |
| Nattapat Chaimanowong | 1216b58 | 2018-11-23 15:33:41 +0000 | [diff] [blame] | 1693 | LayerTestResult<float, 4> StridedSlice4DReverseFloat32Test( |
| 1694 | armnn::IWorkloadFactory& workloadFactory, |
| 1695 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1696 | |
| 1697 | LayerTestResult<float, 4> StridedSliceSimpleStrideFloat32Test( |
| 1698 | armnn::IWorkloadFactory& workloadFactory, |
| 1699 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1700 | |
| 1701 | LayerTestResult<float, 4> StridedSliceSimpleRangeMaskFloat32Test( |
| 1702 | armnn::IWorkloadFactory& workloadFactory, |
| 1703 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1704 | |
| 1705 | LayerTestResult<float, 2> StridedSliceShrinkAxisMaskFloat32Test( |
| 1706 | armnn::IWorkloadFactory& workloadFactory, |
| 1707 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1708 | |
| 1709 | LayerTestResult<float, 3> StridedSlice3DFloat32Test( |
| 1710 | armnn::IWorkloadFactory& workloadFactory, |
| 1711 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1712 | |
| 1713 | LayerTestResult<float, 3> StridedSlice3DReverseFloat32Test( |
| 1714 | armnn::IWorkloadFactory& workloadFactory, |
| 1715 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1716 | |
| 1717 | LayerTestResult<float, 2> StridedSlice2DFloat32Test( |
| 1718 | armnn::IWorkloadFactory& workloadFactory, |
| 1719 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1720 | |
| 1721 | LayerTestResult<float, 2> StridedSlice2DReverseFloat32Test( |
| 1722 | armnn::IWorkloadFactory& workloadFactory, |
| 1723 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1724 | |
| 1725 | LayerTestResult<uint8_t, 4> StridedSlice4DUint8Test( |
| 1726 | armnn::IWorkloadFactory& workloadFactory, |
| 1727 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1728 | |
| 1729 | LayerTestResult<uint8_t, 4> StridedSlice4DReverseUint8Test( |
| 1730 | armnn::IWorkloadFactory& workloadFactory, |
| 1731 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1732 | |
| 1733 | LayerTestResult<uint8_t, 4> StridedSliceSimpleStrideUint8Test( |
| 1734 | armnn::IWorkloadFactory& workloadFactory, |
| 1735 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1736 | |
| 1737 | LayerTestResult<uint8_t, 4> StridedSliceSimpleRangeMaskUint8Test( |
| 1738 | armnn::IWorkloadFactory& workloadFactory, |
| 1739 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1740 | |
| 1741 | LayerTestResult<uint8_t, 2> StridedSliceShrinkAxisMaskUint8Test( |
| 1742 | armnn::IWorkloadFactory& workloadFactory, |
| 1743 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1744 | |
| 1745 | LayerTestResult<uint8_t, 3> StridedSlice3DUint8Test( |
| 1746 | armnn::IWorkloadFactory& workloadFactory, |
| 1747 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1748 | |
| 1749 | LayerTestResult<uint8_t, 3> StridedSlice3DReverseUint8Test( |
| 1750 | armnn::IWorkloadFactory& workloadFactory, |
| 1751 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1752 | |
| 1753 | LayerTestResult<uint8_t, 2> StridedSlice2DUint8Test( |
| 1754 | armnn::IWorkloadFactory& workloadFactory, |
| 1755 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1756 | |
| 1757 | LayerTestResult<uint8_t, 2> StridedSlice2DReverseUint8Test( |
| 1758 | armnn::IWorkloadFactory& workloadFactory, |
| 1759 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1760 | |
| Matteo Martincigh | 42666a1 | 2019-05-29 08:53:41 +0100 | [diff] [blame] | 1761 | LayerTestResult<int16_t, 4> StridedSlice4DInt16Test( |
| 1762 | armnn::IWorkloadFactory& workloadFactory, |
| 1763 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1764 | |
| 1765 | LayerTestResult<int16_t, 4> StridedSlice4DReverseInt16Test( |
| 1766 | armnn::IWorkloadFactory& workloadFactory, |
| 1767 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1768 | |
| 1769 | LayerTestResult<int16_t, 4> StridedSliceSimpleStrideInt16Test( |
| 1770 | armnn::IWorkloadFactory& workloadFactory, |
| 1771 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1772 | |
| 1773 | LayerTestResult<int16_t, 4> StridedSliceSimpleRangeMaskInt16Test( |
| 1774 | armnn::IWorkloadFactory& workloadFactory, |
| 1775 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1776 | |
| 1777 | LayerTestResult<int16_t, 2> StridedSliceShrinkAxisMaskInt16Test( |
| 1778 | armnn::IWorkloadFactory& workloadFactory, |
| 1779 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1780 | |
| 1781 | LayerTestResult<int16_t, 3> StridedSlice3DInt16Test( |
| 1782 | armnn::IWorkloadFactory& workloadFactory, |
| 1783 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1784 | |
| 1785 | LayerTestResult<int16_t, 3> StridedSlice3DReverseInt16Test( |
| 1786 | armnn::IWorkloadFactory& workloadFactory, |
| 1787 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1788 | |
| 1789 | LayerTestResult<int16_t, 2> StridedSlice2DInt16Test( |
| 1790 | armnn::IWorkloadFactory& workloadFactory, |
| 1791 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1792 | |
| 1793 | LayerTestResult<int16_t, 2> StridedSlice2DReverseInt16Test( |
| 1794 | armnn::IWorkloadFactory& workloadFactory, |
| 1795 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1796 | |
| Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1797 | LayerTestResult<float, 4> Debug4DFloat32Test( |
| 1798 | armnn::IWorkloadFactory& workloadFactory, |
| 1799 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1800 | |
| 1801 | LayerTestResult<float, 3> Debug3DFloat32Test( |
| 1802 | armnn::IWorkloadFactory& workloadFactory, |
| 1803 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1804 | |
| 1805 | LayerTestResult<float, 2> Debug2DFloat32Test( |
| 1806 | armnn::IWorkloadFactory& workloadFactory, |
| 1807 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1808 | |
| 1809 | LayerTestResult<float, 1> Debug1DFloat32Test( |
| 1810 | armnn::IWorkloadFactory& workloadFactory, |
| 1811 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1812 | |
| 1813 | LayerTestResult<uint8_t, 4> Debug4DUint8Test( |
| 1814 | armnn::IWorkloadFactory& workloadFactory, |
| 1815 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1816 | |
| 1817 | LayerTestResult<uint8_t, 3> Debug3DUint8Test( |
| 1818 | armnn::IWorkloadFactory& workloadFactory, |
| 1819 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1820 | |
| 1821 | LayerTestResult<uint8_t, 2> Debug2DUint8Test( |
| 1822 | armnn::IWorkloadFactory& workloadFactory, |
| 1823 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1824 | |
| 1825 | LayerTestResult<uint8_t, 1> Debug1DUint8Test( |
| 1826 | armnn::IWorkloadFactory& workloadFactory, |
| 1827 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 1828 | |
| 1829 | LayerTestResult<uint8_t, 4> PreCompiledConvolution2dTest( |
| 1830 | armnn::IWorkloadFactory& workloadFactory, |
| 1831 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1832 | |
| 1833 | LayerTestResult<uint8_t, 4> PreCompiledConvolution2dStride2x2Test( |
| 1834 | armnn::IWorkloadFactory& workloadFactory, |
| 1835 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1836 | |
| 1837 | LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dTest( |
| 1838 | armnn::IWorkloadFactory & workloadFactory, |
| 1839 | const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager); |
| 1840 | |
| 1841 | LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dStride2x2Test( |
| 1842 | armnn::IWorkloadFactory & workloadFactory, |
| 1843 | const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager); |
| 1844 | |
| 1845 | LayerTestResult<uint8_t, 4> PreCompiledMaxPooling2dTest( |
| 1846 | armnn::IWorkloadFactory& workloadFactory, |
| 1847 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1848 | |
| 1849 | LayerTestResult<float, 4> Debug4DFloat32Test( |
| 1850 | armnn::IWorkloadFactory& workloadFactory, |
| 1851 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1852 | |
| 1853 | LayerTestResult<float, 3> Debug3DFloat32Test( |
| 1854 | armnn::IWorkloadFactory& workloadFactory, |
| 1855 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1856 | |
| 1857 | LayerTestResult<float, 2> Debug2DFloat32Test( |
| 1858 | armnn::IWorkloadFactory& workloadFactory, |
| 1859 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1860 | |
| 1861 | LayerTestResult<float, 1> Debug1DFloat32Test( |
| 1862 | armnn::IWorkloadFactory& workloadFactory, |
| 1863 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1864 | |
| 1865 | LayerTestResult<uint8_t, 4> Debug4DUint8Test( |
| 1866 | armnn::IWorkloadFactory& workloadFactory, |
| 1867 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1868 | |
| 1869 | LayerTestResult<uint8_t, 3> Debug3DUint8Test( |
| 1870 | armnn::IWorkloadFactory& workloadFactory, |
| 1871 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1872 | |
| 1873 | LayerTestResult<uint8_t, 2> Debug2DUint8Test( |
| 1874 | armnn::IWorkloadFactory& workloadFactory, |
| 1875 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1876 | |
| 1877 | LayerTestResult<uint8_t, 1> Debug1DUint8Test( |
| 1878 | armnn::IWorkloadFactory& workloadFactory, |
| 1879 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| narpra01 | 4951d84 | 2019-01-18 16:53:53 +0000 | [diff] [blame] | 1880 | |
| 1881 | LayerTestResult<float, 1> Gather1DParamsFloatTest( |
| 1882 | armnn::IWorkloadFactory& workloadFactory, |
| 1883 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1884 | |
| 1885 | LayerTestResult<uint8_t, 1> Gather1DParamsUint8Test( |
| 1886 | armnn::IWorkloadFactory& workloadFactory, |
| 1887 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1888 | |
| 1889 | LayerTestResult<float, 2> GatherMultiDimParamsFloatTest( |
| 1890 | armnn::IWorkloadFactory& workloadFactory, |
| 1891 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1892 | |
| 1893 | LayerTestResult<uint8_t, 2> GatherMultiDimParamsUint8Test( |
| 1894 | armnn::IWorkloadFactory& workloadFactory, |
| 1895 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1896 | |
| 1897 | LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesFloatTest( |
| 1898 | armnn::IWorkloadFactory& workloadFactory, |
| 1899 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1900 | |
| 1901 | LayerTestResult<uint8_t, 4> GatherMultiDimParamsMultiDimIndicesUint8Test( |
| 1902 | armnn::IWorkloadFactory& workloadFactory, |
| 1903 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 8a54ac0 | 2019-03-29 15:25:04 +0000 | [diff] [blame] | 1904 | |
| Nattapat Chaimanowong | afa4e3a | 2019-04-02 11:41:45 +0100 | [diff] [blame] | 1905 | LayerTestResult<float, 4> DequantizeSimpleUint8Test( |
| 1906 | armnn::IWorkloadFactory& workloadFactory, |
| 1907 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1908 | |
| 1909 | LayerTestResult<float, 4> DequantizeOffsetUint8Test( |
| 1910 | armnn::IWorkloadFactory& workloadFactory, |
| 1911 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1912 | |
| 1913 | LayerTestResult<float, 4> DequantizeSimpleInt16Test( |
| Nattapat Chaimanowong | 8a54ac0 | 2019-03-29 15:25:04 +0000 | [diff] [blame] | 1914 | armnn::IWorkloadFactory& workloadFactory, |
| 1915 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | a0beb3b | 2019-04-01 17:04:53 +0100 | [diff] [blame] | 1916 | |
| 1917 | LayerTestResult<uint8_t, 4> QuantizeSimpleUint8Test( |
| 1918 | armnn::IWorkloadFactory& workloadFactory, |
| 1919 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1920 | |
| 1921 | LayerTestResult<uint8_t, 4> QuantizeClampUint8Test( |
| 1922 | armnn::IWorkloadFactory& workloadFactory, |
| 1923 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1924 | |
| 1925 | LayerTestResult<int16_t, 4> QuantizeClampInt16Test( |
| 1926 | armnn::IWorkloadFactory& workloadFactory, |
| 1927 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 1928 | |
| 1929 | template<typename T, typename B> |
| 1930 | LayerTestResult<T, 2> SimpleFullyConnectedTestImpl( |
| 1931 | armnn::IWorkloadFactory& workloadFactory, |
| 1932 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1933 | armnn::TensorInfo inputTensorInfo, |
| 1934 | armnn::TensorInfo outputTensorInfo, |
| 1935 | armnn::TensorInfo weightsDesc, |
| 1936 | armnn::TensorInfo biasesDesc, |
| 1937 | boost::multi_array<T, 2>& weights, |
| 1938 | boost::multi_array<B, 1>& bias, |
| 1939 | boost::multi_array<T, 4>& input, |
| 1940 | bool biasEnabled, |
| 1941 | bool transposeWeights) |
| 1942 | { |
| 1943 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 1944 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 1945 | |
| 1946 | armnn::FullyConnectedQueueDescriptor data; |
| 1947 | armnn::WorkloadInfo info; |
| 1948 | armnn::ScopedCpuTensorHandle weightsTensor(weightsDesc); |
| 1949 | armnn::ScopedCpuTensorHandle biasTensor(biasesDesc); |
| 1950 | |
| 1951 | AllocateAndCopyDataToITensorHandle(&weightsTensor, &weights[0][0]); |
| 1952 | AllocateAndCopyDataToITensorHandle(&biasTensor, &bias[0]); |
| 1953 | |
| 1954 | AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get()); |
| 1955 | AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get()); |
| 1956 | data.m_Weight = &weightsTensor; |
| 1957 | data.m_Bias = &biasTensor; |
| 1958 | data.m_Parameters.m_BiasEnabled = biasEnabled; |
| 1959 | data.m_Parameters.m_TransposeWeightMatrix = transposeWeights; |
| 1960 | |
| 1961 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFullyConnected(data, info); |
| 1962 | LayerTestResult<T, 2> result(outputTensorInfo); |
| 1963 | |
| 1964 | inputHandle->Allocate(); |
| 1965 | outputHandle->Allocate(); |
| 1966 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 1967 | |
| 1968 | ExecuteWorkload(*workload, memoryManager); |
| 1969 | |
| 1970 | CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get()); |
| 1971 | |
| 1972 | return result; |
| 1973 | } |
| 1974 | |
| 1975 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1976 | std::vector<T> ConvertToDataType(const std::vector<float>& input, |
| 1977 | const armnn::TensorInfo& inputTensorInfo) |
| 1978 | { |
| 1979 | std::vector<T> output(input.size()); |
| 1980 | auto outputTensorInfo = inputTensorInfo; |
| 1981 | outputTensorInfo.SetDataType(ArmnnType); |
| 1982 | |
| 1983 | std::unique_ptr<armnn::Encoder<float>> pOutputEncoder = armnn::MakeEncoder<float>(outputTensorInfo, output.data()); |
| 1984 | armnn::Encoder<float>& rOutputEncoder = *pOutputEncoder; |
| 1985 | |
| 1986 | for (auto it = input.begin(); it != input.end(); ++it) |
| 1987 | { |
| 1988 | rOutputEncoder.Set(*it); |
| 1989 | ++rOutputEncoder; |
| 1990 | } |
| 1991 | return output; |
| 1992 | } |
| 1993 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 1994 | template<armnn::DataType ArmnnType, typename T> |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 1995 | LayerTestResult<T, 2> Rsqrt2dTestCommon( |
| 1996 | armnn::IWorkloadFactory& workloadFactory, |
| 1997 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1998 | const armnn::TensorInfo inputTensorInfo, |
| 1999 | const armnn::TensorInfo outputTensorInfo, |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2000 | const std::vector<float>& inputValues, |
| 2001 | const std::vector<float>& expectedOutputValues) |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2002 | { |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2003 | auto inputTensor = MakeTensor<T, 2>(inputTensorInfo, ConvertToDataType<ArmnnType>(inputValues,inputTensorInfo)); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2004 | |
| 2005 | LayerTestResult<T, 2> result(outputTensorInfo); |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2006 | |
| 2007 | result.outputExpected = MakeTensor<T, 2>(outputTensorInfo, |
| 2008 | ConvertToDataType<ArmnnType>(expectedOutputValues,outputTensorInfo)); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2009 | |
| 2010 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2011 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2012 | |
| 2013 | armnn::RsqrtQueueDescriptor descriptor; |
| 2014 | |
| 2015 | armnn::WorkloadInfo info; |
| 2016 | |
| 2017 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 2018 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 2019 | |
| 2020 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateRsqrt(descriptor, info); |
| 2021 | |
| 2022 | inputHandle->Allocate(); |
| 2023 | outputHandle->Allocate(); |
| 2024 | |
| 2025 | CopyDataToITensorHandle(inputHandle.get(), &inputTensor[0][0]); |
| 2026 | |
| 2027 | workload->PostAllocationConfigure(); |
| 2028 | workload->Execute(); |
| 2029 | |
| 2030 | CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get()); |
| 2031 | |
| 2032 | return result; |
| 2033 | } |
| 2034 | |
| 2035 | template<armnn::DataType ArmnnType, typename T> |
| 2036 | LayerTestResult<T, 2> Rsqrt2dTest( |
| 2037 | armnn::IWorkloadFactory& workloadFactory, |
| 2038 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2039 | { |
| 2040 | const armnn::TensorShape inputShape{ 2, 2 }; |
| 2041 | const armnn::TensorShape outputShape{ 2, 2 }; |
| 2042 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2043 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 2044 | inputTensorInfo.SetQuantizationScale(0.1f); |
| 2045 | inputTensorInfo.SetQuantizationOffset(0); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2046 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2047 | armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType); |
| 2048 | outputTensorInfo.SetQuantizationScale(0.1f); |
| 2049 | outputTensorInfo.SetQuantizationOffset(0); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2050 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2051 | std::vector<float> inputValues |
| 2052 | { |
| 2053 | 1.f, 4.f, |
| 2054 | 16.f, 25.f |
| 2055 | }; |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2056 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2057 | std::vector<float> expectedOutputValues |
| 2058 | { |
| 2059 | 1.f, 0.5f, |
| 2060 | 0.25f, 0.2f |
| 2061 | }; |
| 2062 | |
| 2063 | return Rsqrt2dTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2064 | inputTensorInfo, outputTensorInfo, |
| 2065 | inputValues, expectedOutputValues); |
| 2066 | } |
| 2067 | |
| 2068 | template<armnn::DataType ArmnnType, typename T> |
| 2069 | LayerTestResult<T, 3> Rsqrt3dTest( |
| 2070 | armnn::IWorkloadFactory& workloadFactory, |
| 2071 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2072 | { |
| 2073 | const armnn::TensorShape inputShape{ 3, 1, 2 }; |
| 2074 | const armnn::TensorShape outputShape{ 3, 1, 2 }; |
| 2075 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2076 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 2077 | inputTensorInfo.SetQuantizationScale(0.1f); |
| 2078 | inputTensorInfo.SetQuantizationOffset(0); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2079 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2080 | armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType); |
| 2081 | outputTensorInfo.SetQuantizationScale(0.1f); |
| 2082 | outputTensorInfo.SetQuantizationOffset(0); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2083 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2084 | std::vector<float> inputValues |
| 2085 | { |
| 2086 | 1.f, 4.f, 16.f, |
| 2087 | 25.f, 64.f, 100.f |
| 2088 | }; |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2089 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2090 | std::vector<float> expectedOutputValues |
| 2091 | { |
| 2092 | 1.f, 0.5f, 0.25f, |
| 2093 | 0.2f, 0.125f, 0.1f |
| 2094 | }; |
| 2095 | |
| 2096 | auto inputTensor = MakeTensor<T, 3>(inputTensorInfo, ConvertToDataType<ArmnnType>(inputValues,inputTensorInfo)); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2097 | |
| 2098 | LayerTestResult<T, 3> result(outputTensorInfo); |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2099 | result.outputExpected = MakeTensor<T, 3>(outputTensorInfo, |
| 2100 | ConvertToDataType<ArmnnType>(expectedOutputValues,outputTensorInfo)); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2101 | |
| 2102 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2103 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2104 | |
| 2105 | armnn::RsqrtQueueDescriptor descriptor; |
| 2106 | |
| 2107 | armnn::WorkloadInfo info; |
| 2108 | |
| 2109 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 2110 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 2111 | |
| 2112 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateRsqrt(descriptor, info); |
| 2113 | |
| 2114 | inputHandle->Allocate(); |
| 2115 | outputHandle->Allocate(); |
| 2116 | |
| 2117 | CopyDataToITensorHandle(inputHandle.get(), &inputTensor[0][0][0]); |
| 2118 | |
| 2119 | workload->PostAllocationConfigure(); |
| 2120 | workload->Execute(); |
| 2121 | |
| 2122 | CopyDataFromITensorHandle(&result.output[0][0][0], outputHandle.get()); |
| 2123 | |
| 2124 | return result; |
| 2125 | } |
| 2126 | |
| 2127 | template<armnn::DataType ArmnnType, typename T> |
| 2128 | LayerTestResult<T, 2> RsqrtZeroTest( |
| 2129 | armnn::IWorkloadFactory& workloadFactory, |
| 2130 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2131 | { |
| 2132 | const armnn::TensorShape inputShape{ 1, 2 }; |
| 2133 | const armnn::TensorShape outputShape{ 1, 2 }; |
| 2134 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2135 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 2136 | inputTensorInfo.SetQuantizationScale(0.1f); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2137 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2138 | armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType); |
| 2139 | outputTensorInfo.SetQuantizationScale(0.1f); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2140 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2141 | std::vector<float> inputValues |
| 2142 | { |
| 2143 | 0.f, -0.f |
| 2144 | }; |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2145 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2146 | std::vector<float> expectedOutputValues |
| 2147 | { |
| 2148 | INFINITY, -INFINITY |
| 2149 | }; |
| 2150 | |
| 2151 | return Rsqrt2dTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2152 | inputTensorInfo, outputTensorInfo, |
| 2153 | inputValues, expectedOutputValues); |
| 2154 | } |
| 2155 | |
| 2156 | template<armnn::DataType ArmnnType, typename T> |
| 2157 | LayerTestResult<T, 2> RsqrtNegativeTest( |
| 2158 | armnn::IWorkloadFactory& workloadFactory, |
| 2159 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2160 | { |
| 2161 | const armnn::TensorShape inputShape{ 1, 2 }; |
| 2162 | const armnn::TensorShape outputShape{ 1, 2 }; |
| 2163 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2164 | armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType); |
| 2165 | inputTensorInfo.SetQuantizationScale(0.1f); |
| 2166 | inputTensorInfo.SetQuantizationOffset(0); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2167 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2168 | armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType); |
| 2169 | outputTensorInfo.SetQuantizationScale(0.1f); |
| 2170 | outputTensorInfo.SetQuantizationOffset(0); |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2171 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2172 | std::vector<float> inputValues |
| 2173 | { |
| 2174 | -25.f, -16.f |
| 2175 | }; |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2176 | |
| nikraj01 | 0421e7f | 2019-06-14 09:40:34 +0100 | [diff] [blame] | 2177 | std::vector<float> expectedOutputValues |
| 2178 | { |
| 2179 | -NAN, -NAN |
| 2180 | }; |
| 2181 | |
| 2182 | return Rsqrt2dTestCommon<ArmnnType>(workloadFactory, memoryManager, |
| nikraj01 | 93f84a9 | 2019-06-05 10:48:46 +0100 | [diff] [blame] | 2183 | inputTensorInfo, outputTensorInfo, |
| 2184 | inputValues, expectedOutputValues); |
| 2185 | } |
| 2186 | |
| 2187 | template<typename T> |
| Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 2188 | LayerTestResult<T, 4> SimpleReshapeTestImpl( |
| 2189 | armnn::IWorkloadFactory& workloadFactory, |
| 2190 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 2191 | armnn::TensorInfo inputTensorInfo, |
| 2192 | armnn::TensorInfo outputTensorInfo, |
| 2193 | const std::vector<T>& inputData, |
| 2194 | const std::vector<T>& outputExpectedData) |
| 2195 | { |
| 2196 | auto input = MakeTensor<T, 4>(inputTensorInfo, inputData); |
| 2197 | |
| 2198 | LayerTestResult<T, 4> ret(outputTensorInfo); |
| 2199 | ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, outputExpectedData); |
| 2200 | |
| 2201 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2202 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2203 | |
| 2204 | armnn::ReshapeQueueDescriptor data; |
| 2205 | armnn::WorkloadInfo info; |
| 2206 | AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get()); |
| 2207 | AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get()); |
| 2208 | |
| 2209 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateReshape(data, info); |
| 2210 | |
| 2211 | inputHandle->Allocate(); |
| 2212 | outputHandle->Allocate(); |
| 2213 | |
| 2214 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 2215 | |
| 2216 | workload->Execute(); |
| 2217 | |
| 2218 | CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get()); |
| 2219 | |
| 2220 | return ret; |
| 2221 | } |
| 2222 | |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 2223 | template<armnn::DataType ArmnnType, typename T> |
| 2224 | LayerTestResult<T, 2> FullyConnectedTest( |
| 2225 | armnn::IWorkloadFactory& workloadFactory, |
| 2226 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 2227 | bool biasEnabled) |
| 2228 | { |
| 2229 | constexpr static unsigned int inputWidth = 3u; |
| 2230 | constexpr static unsigned int inputHeight = 2u; |
| 2231 | constexpr static unsigned int inputChannels = 1u; |
| 2232 | |
| 2233 | constexpr static unsigned int inputSize = inputWidth * inputHeight * inputChannels; |
| 2234 | |
| 2235 | constexpr static unsigned int outputChannels = 2u; |
| 2236 | |
| 2237 | armnn::TensorInfo inputTensorInfo({ 1, inputChannels, inputHeight, inputWidth }, ArmnnType); |
| 2238 | inputTensorInfo.SetQuantizationScale(0.1f); |
| 2239 | inputTensorInfo.SetQuantizationOffset(63); |
| 2240 | |
| 2241 | armnn::TensorInfo outputTensorInfo({ 1, outputChannels }, ArmnnType); |
| 2242 | outputTensorInfo.SetQuantizationScale(5.f); |
| 2243 | outputTensorInfo.SetQuantizationOffset(biasEnabled ? -50 : 10); |
| 2244 | |
| 2245 | armnn::TensorInfo weightsDesc({ outputChannels, inputSize }, ArmnnType); |
| 2246 | weightsDesc.SetQuantizationScale(0.2f); |
| 2247 | weightsDesc.SetQuantizationOffset(93); |
| 2248 | |
| 2249 | armnn::TensorInfo biasesDesc({ outputChannels }, GetBiasTypeFromWeightsType(weightsDesc.GetDataType()).value()); |
| 2250 | biasesDesc.SetQuantizationScale(inputTensorInfo.GetQuantizationScale() * weightsDesc.GetQuantizationScale()); |
| 2251 | biasesDesc.SetQuantizationOffset(0); |
| 2252 | |
| 2253 | LayerTestResult<T, 2> result(outputTensorInfo); |
| 2254 | |
| 2255 | auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>( |
| 2256 | { |
| 2257 | -1.2f, 6.1f, -3.5f, |
| 2258 | 18.8f, -5.5f, 2.9f |
| 2259 | }, |
| 2260 | inputTensorInfo)); |
| 2261 | |
| 2262 | auto weights = MakeTensor<T, 2>(weightsDesc, ConvertToDataType<ArmnnType>( |
| 2263 | { |
| 2264 | -8.4f, 20.0f, -10.4f, -8, 16.4f, -11.8f, |
| 2265 | 23.4f, 10.4f, -14.0f, -3.8f, -11.8f, 11.4f |
| 2266 | }, |
| 2267 | weightsDesc)); |
| 2268 | |
| 2269 | auto bias = MakeTensor<int32_t, 1>(biasesDesc, std::vector<int32_t>{9250, 67500}); |
| 2270 | |
| 2271 | result = SimpleFullyConnectedTestImpl<T>( |
| 2272 | workloadFactory, |
| 2273 | memoryManager, |
| 2274 | inputTensorInfo, outputTensorInfo, |
| 2275 | weightsDesc, biasesDesc, |
| 2276 | weights, bias, input, |
| 2277 | biasEnabled, true |
| 2278 | ); |
| 2279 | |
| 2280 | if (biasEnabled) |
| 2281 | { |
| 2282 | result.outputExpected = MakeTensor<T, 2>(outputTensorInfo, |
| 2283 | ConvertToDataType<ArmnnType>({80.f, 1460.f}, outputTensorInfo)); |
| 2284 | } |
| 2285 | else |
| 2286 | { |
| 2287 | result.outputExpected = MakeTensor<T, 2>(outputTensorInfo, |
| 2288 | ConvertToDataType<ArmnnType>({-107.04f, 110.f}, outputTensorInfo)); |
| 2289 | } |
| 2290 | |
| 2291 | return result; |
| Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 2292 | } |
| 2293 | |
| Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 2294 | template<armnn::DataType ArmnnType, typename T> |
| 2295 | LayerTestResult<T, 4> SimpleReshapeTest( |
| 2296 | armnn::IWorkloadFactory& workloadFactory, |
| 2297 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2298 | { |
| 2299 | armnn::TensorInfo inputTensorInfo; |
| 2300 | armnn::TensorInfo outputTensorInfo; |
| 2301 | |
| 2302 | unsigned int inputShape[] = { 2, 2, 3, 3 }; |
| 2303 | unsigned int outputShape[] = { 2, 2, 9, 1 }; |
| 2304 | |
| 2305 | inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType); |
| 2306 | inputTensorInfo.SetQuantizationScale(1.0f); |
| 2307 | outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType); |
| 2308 | outputTensorInfo.SetQuantizationScale(1.0f); |
| 2309 | |
| 2310 | auto input = ConvertToDataType<ArmnnType>( |
| 2311 | { |
| 2312 | 0.0f, 1.0f, 2.0f, |
| 2313 | 3.0f, 4.0f, 5.0f, |
| 2314 | 6.0f, 7.0f, 8.0f, |
| 2315 | |
| 2316 | 9.0f, 10.0f, 11.0f, |
| 2317 | 12.0f, 13.0f, 14.0f, |
| 2318 | 15.0f, 16.0f, 17.0f, |
| 2319 | |
| 2320 | 18.0f, 19.0f, 20.0f, |
| 2321 | 21.0f, 22.0f, 23.0f, |
| 2322 | 24.0f, 25.0f, 26.0f, |
| 2323 | |
| 2324 | 27.0f, 28.0f, 29.0f, |
| 2325 | 30.0f, 31.0f, 32.0f, |
| 2326 | 33.0f, 34.0f, 35.0f, |
| 2327 | }, |
| 2328 | inputTensorInfo); |
| 2329 | |
| 2330 | auto outputExpected = ConvertToDataType<ArmnnType>( |
| 2331 | { |
| 2332 | 0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, |
| 2333 | |
| 2334 | 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f, |
| 2335 | |
| 2336 | 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f, |
| 2337 | |
| 2338 | 27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f, 33.0f, 34.0f, 35.0f, |
| 2339 | }, |
| 2340 | outputTensorInfo); |
| 2341 | |
| 2342 | return SimpleReshapeTestImpl<T>( |
| 2343 | workloadFactory, memoryManager, inputTensorInfo, outputTensorInfo, input, outputExpected); |
| Matteo Martincigh | 42666a1 | 2019-05-29 08:53:41 +0100 | [diff] [blame] | 2344 | } |
| James Conroy | 83735b1 | 2019-05-30 16:36:59 +0100 | [diff] [blame] | 2345 | |
| 2346 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 2347 | LayerTestResult<T, 4> SimpleFloorTest( |
| 2348 | armnn::IWorkloadFactory& workloadFactory, |
| 2349 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2350 | { |
| James Conroy | b40d710 | 2019-06-04 12:32:09 +0100 | [diff] [blame] | 2351 | armnn::TensorInfo inputTensorInfo({1, 3, 2, 3}, ArmnnType); |
| 2352 | inputTensorInfo.SetQuantizationScale(0.1f); |
| 2353 | |
| 2354 | armnn::TensorInfo outputTensorInfo(inputTensorInfo); |
| 2355 | outputTensorInfo.SetQuantizationScale(0.1f); |
| James Conroy | 83735b1 | 2019-05-30 16:36:59 +0100 | [diff] [blame] | 2356 | |
| 2357 | auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>( |
| 2358 | { -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f, -0.5f, -0.4f, 0.0f, |
| 2359 | 1.0f, 0.4f, 0.5f, 1.3f, 1.5f, 2.0f, 8.76f, 15.2f, 37.5f }, |
| 2360 | inputTensorInfo)); |
| 2361 | |
| 2362 | LayerTestResult<T, 4> ret(outputTensorInfo); |
| 2363 | ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, ConvertToDataType<ArmnnType>( |
| 2364 | { -38.0f, -16.0f, -9.0f, -2.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f, |
| 2365 | 1.0f, 0.0f, 0.0f, 1.0f, 1.0f, 2.0f, 8.0f, 15.0f, 37.0f }, |
| 2366 | outputTensorInfo)); |
| 2367 | |
| 2368 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2369 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2370 | |
| 2371 | armnn::FloorQueueDescriptor data; |
| 2372 | armnn::WorkloadInfo info; |
| 2373 | AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get()); |
| 2374 | AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get()); |
| 2375 | |
| 2376 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFloor(data, info); |
| 2377 | |
| 2378 | inputHandle->Allocate(); |
| 2379 | outputHandle->Allocate(); |
| 2380 | |
| 2381 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 2382 | |
| 2383 | workload->Execute(); |
| 2384 | |
| 2385 | CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get()); |
| 2386 | |
| 2387 | return ret; |
| Matteo Martincigh | f550713 | 2019-06-04 10:59:47 +0100 | [diff] [blame] | 2388 | } |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 2389 | |
| 2390 | |
| 2391 | template<armnn::DataType ArmnnType, typename T> |
| 2392 | LayerTestResult<T, 4> ResizeBilinearNopTest( |
| 2393 | armnn::IWorkloadFactory& workloadFactory, |
| 2394 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 2395 | const armnn::DataLayout dataLayout) |
| 2396 | { |
| 2397 | armnn::TensorInfo inputTensorInfo = armnn::IsQuantizedType<T>() |
| 2398 | ? armnnUtils::GetTensorInfo(1, 1, 4, 4, dataLayout, ArmnnType) |
| 2399 | : armnnUtils::GetTensorInfo(1, 2, 4, 4, dataLayout, ArmnnType); |
| 2400 | armnn::TensorInfo outputTensorInfo = armnn::IsQuantizedType<T>() |
| 2401 | ? armnnUtils::GetTensorInfo(1, 1, 4, 4, dataLayout, ArmnnType) |
| 2402 | : armnnUtils::GetTensorInfo(1, 2, 4, 4, dataLayout, ArmnnType); |
| 2403 | if (armnn::IsQuantizedType<T>()) |
| 2404 | { |
| 2405 | inputTensorInfo.SetQuantizationScale(1.5f); |
| 2406 | inputTensorInfo.SetQuantizationOffset(-3); |
| 2407 | outputTensorInfo.SetQuantizationScale(1.5f); |
| 2408 | outputTensorInfo.SetQuantizationOffset(-3); |
| 2409 | } |
| 2410 | |
| 2411 | std::vector<float> inputData = armnn::IsQuantizedType<T>() |
| 2412 | ? std::initializer_list<float> |
| 2413 | { |
| 2414 | 1, 2, 3, 4, |
| 2415 | 2, 3, 4, 5, |
| 2416 | 3, 4, 5, 6, |
| 2417 | 4, 5, 6, 7 |
| 2418 | } |
| 2419 | : std::initializer_list<float> |
| 2420 | { |
| 2421 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 2422 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 2423 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 2424 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 2425 | |
| 2426 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 2427 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 2428 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 2429 | 4.0f, 5.0f, 6.0f, 7.0f |
| 2430 | }; |
| 2431 | |
| 2432 | const armnn::PermutationVector NCHWToNHWC = { 0, 3, 1, 2 }; |
| 2433 | if (dataLayout == armnn::DataLayout::NHWC) |
| 2434 | { |
| 2435 | std::vector<float> tmp(inputData.size()); |
| 2436 | armnnUtils::Permute(inputTensorInfo.GetShape(), NCHWToNHWC, inputData.data(), tmp.data(), sizeof(float)); |
| 2437 | inputData = tmp; |
| 2438 | } |
| 2439 | |
| 2440 | auto input = MakeTensor<T, 4>(inputTensorInfo, QuantizedVector<T>(inputTensorInfo.GetQuantizationScale(), |
| 2441 | inputTensorInfo.GetQuantizationOffset(), |
| 2442 | inputData)); |
| 2443 | |
| 2444 | LayerTestResult<T, 4> result(outputTensorInfo); |
| 2445 | result.outputExpected = input; |
| 2446 | |
| 2447 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2448 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2449 | |
| 2450 | armnn::ResizeBilinearQueueDescriptor descriptor; |
| 2451 | descriptor.m_Parameters.m_DataLayout = dataLayout; |
| 2452 | armnn::WorkloadInfo info; |
| 2453 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 2454 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 2455 | |
| 2456 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateResizeBilinear(descriptor, info); |
| 2457 | |
| 2458 | inputHandle->Allocate(); |
| 2459 | outputHandle->Allocate(); |
| 2460 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 2461 | |
| 2462 | workload->PostAllocationConfigure(); |
| 2463 | workload->Execute(); |
| 2464 | |
| 2465 | CopyDataFromITensorHandle(&result.output[0][0][0][0], outputHandle.get()); |
| 2466 | return result; |
| 2467 | } |
| 2468 | |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 2469 | template<armnn::DataType ArmnnType, typename T> |
| 2470 | LayerTestResult<T, 4> SimpleResizeBilinearTest( |
| 2471 | armnn::IWorkloadFactory& workloadFactory, |
| 2472 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 2473 | const armnn::DataLayout dataLayout) |
| 2474 | { |
| 2475 | armnn::TensorInfo inputTensorInfo = armnn::IsQuantizedType<T>() |
| 2476 | ? armnnUtils::GetTensorInfo(1, 1, 2, 2, dataLayout, ArmnnType) |
| 2477 | : armnnUtils::GetTensorInfo(1, 2, 2, 2, dataLayout, ArmnnType); |
| 2478 | armnn::TensorInfo outputTensorInfo = armnn::IsQuantizedType<T>() |
| 2479 | ? armnnUtils::GetTensorInfo(1, 1, 1, 1, dataLayout, ArmnnType) |
| 2480 | : armnnUtils::GetTensorInfo(1, 2, 1, 1, dataLayout, ArmnnType); |
| 2481 | |
| 2482 | if (armnn::IsQuantizedType<T>()) |
| 2483 | { |
| 2484 | inputTensorInfo.SetQuantizationScale(0.1567f); |
| 2485 | inputTensorInfo.SetQuantizationOffset(1); |
| 2486 | outputTensorInfo.SetQuantizationScale(0.1567f); |
| 2487 | outputTensorInfo.SetQuantizationOffset(1); |
| 2488 | } |
| 2489 | |
| 2490 | std::vector<float> inputData = armnn::IsQuantizedType<T>() |
| 2491 | ? std::initializer_list<float> |
| 2492 | { |
| 2493 | 1, 255, |
| 2494 | 200, 250 |
| 2495 | } |
| 2496 | : std::initializer_list<float> |
| 2497 | { |
| 2498 | 1.0f, 255.0f, |
| 2499 | 200.0f, 250.0f, |
| 2500 | |
| 2501 | 250.0f, 200.0f, |
| 2502 | 250.0f, 1.0f |
| 2503 | }; |
| 2504 | |
| 2505 | // The 'resize bilinear' operation projects the top-left corner of output texels into the input image, |
| 2506 | // then figures out the interpolants and weights. Note this is different to projecting the centre of the |
| 2507 | // output texel. Thus, for a input matrix of 2x2, we'll expect the output 1x1 matrix to contain, as |
| 2508 | // its single element, the value that was at position (0,0) of the input matrix (rather than an average, |
| 2509 | // which we would expect if projecting the centre). |
| 2510 | |
| 2511 | std::vector<float> outputData = armnn::IsQuantizedType<T>() |
| 2512 | ? std::initializer_list<float> |
| 2513 | { |
| 2514 | 1 |
| 2515 | } |
| 2516 | : std::initializer_list<float> |
| 2517 | { |
| 2518 | 1.0f, |
| 2519 | |
| 2520 | 250.0f |
| 2521 | }; |
| 2522 | |
| 2523 | const armnn::PermutationVector NCHWToNHWC = { 0, 3, 1, 2 }; |
| 2524 | if (dataLayout == armnn::DataLayout::NHWC) |
| 2525 | { |
| 2526 | std::vector<float> tmp(inputData.size()); |
| 2527 | armnnUtils::Permute(inputTensorInfo.GetShape(), NCHWToNHWC, inputData.data(), tmp.data(), sizeof(float)); |
| 2528 | inputData = tmp; |
| 2529 | |
| 2530 | std::vector<float> tmp1(outputData.size()); |
| 2531 | armnnUtils::Permute(outputTensorInfo.GetShape(), NCHWToNHWC, outputData.data(), tmp1.data(), sizeof(float)); |
| 2532 | outputData = tmp1; |
| 2533 | } |
| 2534 | |
| 2535 | auto input = MakeTensor<T, 4>(inputTensorInfo, QuantizedVector<T>(inputTensorInfo.GetQuantizationScale(), |
| 2536 | inputTensorInfo.GetQuantizationOffset(), |
| 2537 | inputData)); |
| 2538 | |
| 2539 | LayerTestResult<T, 4> result(outputTensorInfo); |
| 2540 | result.outputExpected = MakeTensor<T, 4>(outputTensorInfo, |
| 2541 | QuantizedVector<T>(outputTensorInfo.GetQuantizationScale(), |
| 2542 | outputTensorInfo.GetQuantizationOffset(), |
| 2543 | outputData)); |
| 2544 | |
| 2545 | std::unique_ptr <armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2546 | std::unique_ptr <armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2547 | |
| 2548 | armnn::ResizeBilinearQueueDescriptor descriptor; |
| 2549 | descriptor.m_Parameters.m_DataLayout = dataLayout; |
| 2550 | armnn::WorkloadInfo info; |
| 2551 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 2552 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 2553 | |
| 2554 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateResizeBilinear(descriptor, info); |
| 2555 | |
| 2556 | inputHandle->Allocate(); |
| 2557 | outputHandle->Allocate(); |
| 2558 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 2559 | |
| 2560 | workload->PostAllocationConfigure(); |
| 2561 | workload->Execute(); |
| 2562 | |
| 2563 | CopyDataFromITensorHandle(&result.output[0][0][0][0], outputHandle.get()); |
| 2564 | return result; |
| 2565 | } |
| 2566 | |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 2567 | template<armnn::DataType ArmnnType, typename T> |
| 2568 | LayerTestResult<T, 4> ResizeBilinearSqMinTest( |
| 2569 | armnn::IWorkloadFactory& workloadFactory, |
| 2570 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 2571 | const armnn::DataLayout dataLayout) |
| 2572 | { |
| 2573 | armnn::TensorInfo inputTensorInfo = armnn::IsQuantizedType<T>() |
| 2574 | ? armnnUtils::GetTensorInfo(1, 1, 4, 4, dataLayout, ArmnnType) |
| 2575 | : armnnUtils::GetTensorInfo(1, 2, 4, 4, dataLayout, ArmnnType); |
| 2576 | armnn::TensorInfo outputTensorInfo = armnn::IsQuantizedType<T>() |
| 2577 | ? armnnUtils::GetTensorInfo(1, 1, 2, 2, dataLayout, ArmnnType) |
| 2578 | : armnnUtils::GetTensorInfo(1, 2, 2, 2, dataLayout, ArmnnType); |
| 2579 | |
| 2580 | if (armnn::IsQuantizedType<T>()) |
| 2581 | { |
| 2582 | inputTensorInfo.SetQuantizationScale(3.141592f); |
| 2583 | inputTensorInfo.SetQuantizationOffset(3); |
| 2584 | outputTensorInfo.SetQuantizationScale(3.141592f); |
| 2585 | outputTensorInfo.SetQuantizationOffset(3); |
| 2586 | } |
| 2587 | |
| 2588 | std::vector<float> inputData = armnn::IsQuantizedType<T>() |
| 2589 | ? std::initializer_list<float> |
| 2590 | { |
| 2591 | 1, 2, 3, 4, |
| 2592 | 2, 3, 4, 5, |
| 2593 | 3, 4, 5, 6, |
| 2594 | 4, 5, 6, 7 |
| 2595 | } |
| 2596 | : std::initializer_list<float> |
| 2597 | { |
| 2598 | 1.0f, 2.0f, 3.0f, 4.0f, |
| 2599 | 2.0f, 3.0f, 4.0f, 5.0f, |
| 2600 | 3.0f, 4.0f, 5.0f, 6.0f, |
| 2601 | 4.0f, 5.0f, 6.0f, 7.0f, |
| 2602 | |
| 2603 | 7.0f, 6.0f, 5.0f, 4.0f, |
| 2604 | 6.0f, 5.0f, 4.0f, 3.0f, |
| 2605 | 5.0f, 4.0f, 3.0f, 2.0f, |
| 2606 | 4.0f, 3.0f, 2.0f, 1.0f |
| 2607 | }; |
| 2608 | |
| 2609 | std::vector<float> outputData = armnn::IsQuantizedType<T>() |
| 2610 | ? std::initializer_list<float> |
| 2611 | { |
| 2612 | 1, 3, |
| 2613 | 3, 5 |
| 2614 | } |
| 2615 | : std::initializer_list<float> |
| 2616 | { |
| 2617 | 1.0f, 3.0f, |
| 2618 | 3.0f, 5.0f, |
| 2619 | |
| 2620 | 7.0f, 5.0f, |
| 2621 | 5.0f, 3.0f |
| 2622 | }; |
| 2623 | |
| 2624 | const armnn::PermutationVector NCHWToNHWC = { 0, 3, 1, 2 }; |
| 2625 | if (dataLayout == armnn::DataLayout::NHWC) |
| 2626 | { |
| 2627 | std::vector<float> tmp(inputData.size()); |
| 2628 | armnnUtils::Permute(inputTensorInfo.GetShape(), NCHWToNHWC, inputData.data(), tmp.data(), sizeof(float)); |
| 2629 | inputData = tmp; |
| 2630 | |
| 2631 | std::vector<float> tmp1(outputData.size()); |
| 2632 | armnnUtils::Permute(outputTensorInfo.GetShape(), NCHWToNHWC, outputData.data(), tmp1.data(), sizeof(float)); |
| 2633 | outputData = tmp1; |
| 2634 | } |
| 2635 | |
| 2636 | auto input = MakeTensor<T, 4>(inputTensorInfo, QuantizedVector<T>(inputTensorInfo.GetQuantizationScale(), |
| 2637 | inputTensorInfo.GetQuantizationOffset(), |
| 2638 | inputData)); |
| 2639 | |
| 2640 | LayerTestResult<T, 4> result(outputTensorInfo); |
| 2641 | result.outputExpected = MakeTensor<T, 4>(outputTensorInfo, |
| 2642 | QuantizedVector<T>(outputTensorInfo.GetQuantizationScale(), |
| 2643 | outputTensorInfo.GetQuantizationOffset(), |
| 2644 | outputData)); |
| 2645 | |
| 2646 | std::unique_ptr <armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2647 | std::unique_ptr <armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2648 | |
| 2649 | armnn::ResizeBilinearQueueDescriptor descriptor; |
| 2650 | descriptor.m_Parameters.m_DataLayout = dataLayout; |
| 2651 | armnn::WorkloadInfo info; |
| 2652 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 2653 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 2654 | |
| 2655 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateResizeBilinear(descriptor, info); |
| 2656 | |
| 2657 | inputHandle->Allocate(); |
| 2658 | outputHandle->Allocate(); |
| 2659 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 2660 | |
| 2661 | workload->PostAllocationConfigure(); |
| 2662 | workload->Execute(); |
| 2663 | |
| 2664 | CopyDataFromITensorHandle(&result.output[0][0][0][0], outputHandle.get()); |
| 2665 | return result; |
| 2666 | } |
| 2667 | |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 2668 | template<armnn::DataType ArmnnType, typename T> |
| 2669 | LayerTestResult<T, 4> ResizeBilinearMinTest( |
| 2670 | armnn::IWorkloadFactory& workloadFactory, |
| 2671 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 2672 | const armnn::DataLayout dataLayout) |
| 2673 | { |
| 2674 | armnn::TensorInfo inputTensorInfo = armnn::IsQuantizedType<T>() |
| 2675 | ? armnnUtils::GetTensorInfo(1, 1, 2, 3, dataLayout, ArmnnType) |
| 2676 | : armnnUtils::GetTensorInfo(1, 2, 3, 5, dataLayout, ArmnnType); |
| 2677 | armnn::TensorInfo outputTensorInfo = armnn::IsQuantizedType<T>() |
| 2678 | ? armnnUtils::GetTensorInfo(1, 1, 1, 2, dataLayout, ArmnnType) |
| 2679 | : armnnUtils::GetTensorInfo(1, 2, 2, 3, dataLayout, ArmnnType); |
| 2680 | |
| 2681 | if (armnn::IsQuantizedType<T>()) |
| 2682 | { |
| 2683 | inputTensorInfo.SetQuantizationScale(1.5f); |
| 2684 | inputTensorInfo.SetQuantizationOffset(-1); |
| 2685 | outputTensorInfo.SetQuantizationScale(1.5f); |
| 2686 | outputTensorInfo.SetQuantizationOffset(-1); |
| 2687 | } |
| 2688 | |
| 2689 | std::vector<float> inputData = armnn::IsQuantizedType<T>() |
| 2690 | ? std::initializer_list<float> |
| 2691 | { |
| 2692 | 3.0f, 4.5f, 6.0f, // 1, 2, 3, : Expected quantised values |
| 2693 | 9.0f, 13.5f, 21.0f // 5, 8, 13 |
| 2694 | } |
| 2695 | : std::initializer_list<float> |
| 2696 | { |
| 2697 | 1.0f, 2.0f, 3.0f, 5.0f, 8.0f, |
| 2698 | 13.0f, 21.0f, 34.0f, 55.0f, 89.0f, |
| 2699 | 144.0f, 233.0f, 377.0f, 610.0f, 987.0f, |
| 2700 | |
| 2701 | 987.0f, 610.0f, 377.0f, 233.0f, 144.0f, |
| 2702 | 89.0f, 55.0f, 34.0f, 21.0f, 13.0f, |
| 2703 | 8.0f, 5.0f, 3.0f, 2.0f, 1.0f |
| 2704 | }; |
| 2705 | |
| 2706 | std::vector<float> outputData = armnn::IsQuantizedType<T>() |
| 2707 | ? std::initializer_list<float> |
| 2708 | { |
| 2709 | 3.0f, 5.25f // 1, 3 |
| 2710 | } |
| 2711 | : std::initializer_list<float> |
| 2712 | { |
| 2713 | 1.0f, 2.6666f, 6.00f, |
| 2714 | 78.5f, 179.3333f, 401.00f, |
| 2715 | |
| 2716 | 987.0f, 454.6670f, 203.33f, |
| 2717 | 48.5f, 22.3333f, 10.00f |
| 2718 | }; |
| 2719 | |
| 2720 | const armnn::PermutationVector NCHWToNHWC = { 0, 3, 1, 2 }; |
| 2721 | if (dataLayout == armnn::DataLayout::NHWC) |
| 2722 | { |
| 2723 | std::vector<float> tmp(inputData.size()); |
| 2724 | armnnUtils::Permute(inputTensorInfo.GetShape(), NCHWToNHWC, inputData.data(), tmp.data(), sizeof(float)); |
| 2725 | inputData = tmp; |
| 2726 | |
| 2727 | std::vector<float> tmp1(outputData.size()); |
| 2728 | armnnUtils::Permute(outputTensorInfo.GetShape(), NCHWToNHWC, outputData.data(), tmp1.data(), sizeof(float)); |
| 2729 | outputData = tmp1; |
| 2730 | } |
| 2731 | |
| 2732 | auto input = MakeTensor<T, 4>(inputTensorInfo, QuantizedVector<T>(inputTensorInfo.GetQuantizationScale(), |
| 2733 | inputTensorInfo.GetQuantizationOffset(), |
| 2734 | inputData)); |
| 2735 | |
| 2736 | LayerTestResult<T, 4> result(outputTensorInfo); |
| 2737 | result.outputExpected = MakeTensor<T, 4>(outputTensorInfo, |
| 2738 | QuantizedVector<T>(outputTensorInfo.GetQuantizationScale(), |
| 2739 | outputTensorInfo.GetQuantizationOffset(), |
| 2740 | outputData)); |
| 2741 | |
| 2742 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2743 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2744 | |
| 2745 | armnn::ResizeBilinearQueueDescriptor descriptor; |
| 2746 | descriptor.m_Parameters.m_DataLayout = dataLayout; |
| 2747 | armnn::WorkloadInfo info; |
| 2748 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 2749 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 2750 | |
| 2751 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateResizeBilinear(descriptor, info); |
| 2752 | |
| 2753 | inputHandle->Allocate(); |
| 2754 | outputHandle->Allocate(); |
| 2755 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 2756 | |
| 2757 | workload->PostAllocationConfigure(); |
| 2758 | workload->Execute(); |
| 2759 | |
| 2760 | CopyDataFromITensorHandle(&result.output[0][0][0][0], outputHandle.get()); |
| 2761 | return result; |
| 2762 | } |
| 2763 | |
| Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 2764 | template<armnn::DataType ArmnnType, typename T> |
| 2765 | LayerTestResult<T, 4> ResizeBilinearMagTest( |
| 2766 | armnn::IWorkloadFactory& workloadFactory, |
| 2767 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 2768 | const armnn::DataLayout dataLayout) |
| 2769 | { |
| 2770 | armnn::TensorInfo inputTensorInfo = armnn::IsQuantizedType<T>() |
| 2771 | ? armnnUtils::GetTensorInfo(1, 1, 3, 2, dataLayout, ArmnnType) |
| 2772 | : armnnUtils::GetTensorInfo(1, 2, 3, 2, dataLayout, ArmnnType); |
| 2773 | armnn::TensorInfo outputTensorInfo = armnn::IsQuantizedType<T>() |
| 2774 | ? armnnUtils::GetTensorInfo(1, 1, 3, 5, dataLayout, ArmnnType) |
| 2775 | : armnnUtils::GetTensorInfo(1, 2, 3, 5, dataLayout, ArmnnType); |
| 2776 | |
| 2777 | if (armnn::IsQuantizedType<T>()) |
| 2778 | { |
| 2779 | inputTensorInfo.SetQuantizationScale(0.010765f); |
| 2780 | inputTensorInfo.SetQuantizationOffset(7); |
| 2781 | outputTensorInfo.SetQuantizationScale(0.010132f); |
| 2782 | outputTensorInfo.SetQuantizationOffset(-18); |
| 2783 | } |
| 2784 | |
| 2785 | std::vector<float> inputData = armnn::IsQuantizedType<T>() |
| 2786 | ? std::initializer_list<float> |
| 2787 | { |
| 2788 | 0.183005f, 2.379065f, // 24, 228, : Expected quantised values |
| 2789 | 1.05497f, 1.302565f, // 105, 128, |
| 2790 | 2.400595f, 0.68896f // 230, 71 |
| 2791 | } |
| 2792 | : std::initializer_list<float> |
| 2793 | { |
| 2794 | 1.0f, 2.0f, |
| 2795 | 13.0f, 21.0f, |
| 2796 | 144.0f, 233.0f, |
| 2797 | |
| 2798 | 233.0f, 144.0f, |
| 2799 | 21.0f, 13.0f, |
| 2800 | 2.0f, 1.0f |
| 2801 | }; |
| 2802 | std::vector<float> outputData = armnn::IsQuantizedType<T>() |
| 2803 | ? std::initializer_list<float> |
| 2804 | { |
| 2805 | 0.18300501f, 1.06142902f, 1.93985295f, 2.37906504f, 2.37906504f, |
| 2806 | 1.05497003f, 1.15400803f, 1.25304604f, 1.30256498f, 1.30256498f, |
| 2807 | 2.40059495f, 1.71594095f, 1.03128707f, 0.68896002f, 0.68896002f |
| 2808 | // 0, 87, 173, 217, 217, : Expected quantised values |
| 2809 | // 86, 96, 106, 111, 111, |
| 2810 | // 219, 151, 84, 50, 50 |
| 2811 | } |
| 2812 | : std::initializer_list<float> |
| 2813 | { |
| 2814 | 1.0f, 1.4f, 1.8f, 2.0f, 2.0f, |
| 2815 | 13.0f, 16.2f, 19.4f, 21.0f, 21.0f, |
| 2816 | 144.0f, 179.6f, 215.2f, 233.0f, 233.0f, |
| 2817 | |
| 2818 | 233.0f, 197.4f, 161.8f, 144.0f, 144.0f, |
| 2819 | 21.0f, 17.8f, 14.6f, 13.0f, 13.0f, |
| 2820 | 2.0f, 1.6f, 1.2f, 1.0f, 1.0f |
| 2821 | }; |
| 2822 | |
| 2823 | const armnn::PermutationVector NCHWToNHWC = { 0, 3, 1, 2 }; |
| 2824 | if (dataLayout == armnn::DataLayout::NHWC) |
| 2825 | { |
| 2826 | std::vector<float> tmp(inputData.size()); |
| 2827 | armnnUtils::Permute(inputTensorInfo.GetShape(), NCHWToNHWC, inputData.data(), tmp.data(), sizeof(float)); |
| 2828 | inputData = tmp; |
| 2829 | |
| 2830 | std::vector<float> tmp1(outputData.size()); |
| 2831 | armnnUtils::Permute(outputTensorInfo.GetShape(), NCHWToNHWC, outputData.data(), tmp1.data(), sizeof(float)); |
| 2832 | outputData = tmp1; |
| 2833 | } |
| 2834 | |
| 2835 | auto input = MakeTensor<T, 4>(inputTensorInfo, QuantizedVector<T>(inputTensorInfo.GetQuantizationScale(), |
| 2836 | inputTensorInfo.GetQuantizationOffset(), |
| 2837 | inputData)); |
| 2838 | |
| 2839 | LayerTestResult<T, 4> result(outputTensorInfo); |
| 2840 | result.outputExpected = MakeTensor<T, 4>(outputTensorInfo, |
| 2841 | QuantizedVector<T>(outputTensorInfo.GetQuantizationScale(), |
| 2842 | outputTensorInfo.GetQuantizationOffset(), |
| 2843 | outputData)); |
| 2844 | |
| 2845 | std::unique_ptr <armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2846 | std::unique_ptr <armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2847 | |
| 2848 | armnn::ResizeBilinearQueueDescriptor descriptor; |
| 2849 | descriptor.m_Parameters.m_DataLayout = dataLayout; |
| 2850 | armnn::WorkloadInfo info; |
| 2851 | AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get()); |
| 2852 | AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get()); |
| 2853 | |
| 2854 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateResizeBilinear(descriptor, info); |
| 2855 | |
| 2856 | inputHandle->Allocate(); |
| 2857 | outputHandle->Allocate(); |
| 2858 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 2859 | |
| 2860 | workload->PostAllocationConfigure(); |
| 2861 | workload->Execute(); |
| 2862 | |
| 2863 | CopyDataFromITensorHandle(&result.output[0][0][0][0], outputHandle.get()); |
| 2864 | return result; |
| 2865 | } |
| 2866 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 2867 | template<armnn::DataType ArmnnType, typename T, std::size_t InputDim, std::size_t OutputDim> |
| 2868 | LayerTestResult<T, OutputDim> MeanTestHelper( |
| 2869 | armnn::IWorkloadFactory& workloadFactory, |
| 2870 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 2871 | const unsigned int* inputShape, |
| 2872 | const std::vector<float>& inputData, |
| 2873 | const std::vector<unsigned int>& axis, |
| 2874 | bool keepDims, |
| 2875 | const unsigned int* outputShape, |
| 2876 | const std::vector<float>& outputData, |
| 2877 | float scale = 1.0f, |
| 2878 | int32_t offset = 0) |
| 2879 | { |
| 2880 | armnn::TensorInfo inputTensorInfo(InputDim, inputShape, ArmnnType); |
| 2881 | armnn::TensorInfo outputTensorInfo(OutputDim, outputShape, ArmnnType); |
| 2882 | |
| 2883 | inputTensorInfo.SetQuantizationScale(scale); |
| 2884 | inputTensorInfo.SetQuantizationOffset(offset); |
| 2885 | |
| 2886 | outputTensorInfo.SetQuantizationScale(scale); |
| 2887 | outputTensorInfo.SetQuantizationOffset(offset); |
| 2888 | |
| 2889 | auto input = MakeTensor<T, InputDim>(inputTensorInfo, ConvertToDataType<ArmnnType>(inputData, inputTensorInfo)); |
| 2890 | |
| 2891 | LayerTestResult<T, OutputDim> result(outputTensorInfo); |
| 2892 | result.outputExpected = MakeTensor<T, OutputDim>( |
| 2893 | outputTensorInfo, ConvertToDataType<ArmnnType>(outputData, outputTensorInfo)); |
| 2894 | |
| 2895 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 2896 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 2897 | |
| 2898 | armnn::MeanQueueDescriptor data; |
| 2899 | data.m_Parameters.m_Axis = axis; |
| 2900 | data.m_Parameters.m_KeepDims = keepDims; |
| 2901 | armnn::WorkloadInfo info; |
| 2902 | AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get()); |
| 2903 | AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get()); |
| 2904 | |
| 2905 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateMean(data, info); |
| 2906 | |
| 2907 | inputHandle->Allocate(); |
| 2908 | outputHandle->Allocate(); |
| 2909 | |
| 2910 | CopyDataToITensorHandle(inputHandle.get(), input.origin()); |
| 2911 | |
| 2912 | workload->PostAllocationConfigure(); |
| 2913 | workload->Execute(); |
| 2914 | |
| 2915 | CopyDataFromITensorHandle(result.output.origin(), outputHandle.get()); |
| 2916 | |
| 2917 | return result; |
| 2918 | } |
| 2919 | |
| 2920 | template<armnn::DataType ArmnnType, typename T> |
| 2921 | LayerTestResult<T, 1> MeanSimpleTest( |
| 2922 | armnn::IWorkloadFactory& workloadFactory, |
| 2923 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2924 | { |
| 2925 | const unsigned int inputShape[] = { 3, 2 }; |
| 2926 | const unsigned int outputShape[] = { 1 }; |
| 2927 | |
| 2928 | std::vector<float> input({ 1.5f, 1.5f, 2.5f, 2.5f, 3.5f, 3.5f }); |
| 2929 | std::vector<float> output({ 2.5f }); |
| 2930 | |
| 2931 | return MeanTestHelper<ArmnnType, T, 2, 1>( |
| 2932 | workloadFactory, memoryManager, inputShape, input, {}, false, outputShape, output); |
| 2933 | } |
| 2934 | |
| 2935 | template<armnn::DataType ArmnnType, typename T> |
| 2936 | LayerTestResult<T, 3> MeanSimpleAxisTest( |
| 2937 | armnn::IWorkloadFactory& workloadFactory, |
| 2938 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2939 | { |
| 2940 | const unsigned int inputShape[] = { 2, 3, 1, 2 }; |
| 2941 | const unsigned int outputShape[] = { 3, 1, 2 }; |
| 2942 | |
| 2943 | std::vector<float> input({ 1.5f, 2.5f, 3.5f, 4.5f, 5.5f, 6.5f, 1.5f, 2.5f, 3.5f, 4.5f, 5.5f, 6.5f }); |
| 2944 | std::vector<float> output({ 1.5f, 2.5f, 3.5f, 4.5f, 5.5f, 6.5f }); |
| 2945 | |
| 2946 | return MeanTestHelper<ArmnnType, T, 4, 3>( |
| 2947 | workloadFactory, memoryManager, inputShape, input, { 0 }, false, outputShape, output); |
| 2948 | } |
| 2949 | |
| 2950 | template<armnn::DataType ArmnnType, typename T> |
| 2951 | LayerTestResult<T, 4> MeanKeepDimsTest( |
| 2952 | armnn::IWorkloadFactory& workloadFactory, |
| 2953 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2954 | { |
| 2955 | const unsigned int inputShape[] = { 1, 1, 3, 2 }; |
| 2956 | const unsigned int outputShape[] = { 1, 1, 1, 2 }; |
| 2957 | |
| 2958 | std::vector<float> input({ 1.5f, 1.5f, 2.5f, 2.5f, 3.5f, 3.5f }); |
| 2959 | std::vector<float> output({ 2.5f, 2.5f }); |
| 2960 | |
| 2961 | return MeanTestHelper<ArmnnType, T, 4, 4>( |
| 2962 | workloadFactory, memoryManager, inputShape, input, { 2 }, true, outputShape, output); |
| 2963 | } |
| 2964 | |
| 2965 | template<armnn::DataType ArmnnType, typename T> |
| 2966 | LayerTestResult<T, 4> MeanMultipleDimsTest( |
| 2967 | armnn::IWorkloadFactory& workloadFactory, |
| 2968 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2969 | { |
| 2970 | const unsigned int inputShape[] = { 2, 3, 1, 2 }; |
| 2971 | const unsigned int outputShape[] = { 1, 3, 1, 1 }; |
| 2972 | |
| 2973 | std::vector<float> input({ 1.5f, 2.5f, 3.5f, 4.5f, 5.5f, 6.5f, 1.5f, 2.5f, 3.5f, 4.5f, 5.5f, 6.5 }); |
| 2974 | std::vector<float> output({ 2.0f, 4.0f, 6.0f }); |
| 2975 | |
| 2976 | return MeanTestHelper<ArmnnType, T, 4, 4>( |
| 2977 | workloadFactory, memoryManager, inputShape, input, { 0, 3 }, true, outputShape, output); |
| 2978 | } |
| 2979 | |
| 2980 | template<armnn::DataType ArmnnType, typename T> |
| 2981 | LayerTestResult<T, 1> MeanVts1Test( |
| 2982 | armnn::IWorkloadFactory& workloadFactory, |
| 2983 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 2984 | { |
| 2985 | const unsigned int inputShape[] = { 4, 3, 2 }; |
| 2986 | const unsigned int outputShape[] = { 2 }; |
| 2987 | |
| 2988 | std::vector<float> input({ 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, |
| 2989 | 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }); |
| 2990 | std::vector<float> output({ 12.0f, 13.0f }); |
| 2991 | |
| 2992 | return MeanTestHelper<ArmnnType, T, 3, 1>( |
| 2993 | workloadFactory, memoryManager, inputShape, input, { 0, 1 }, false, outputShape, output); |
| 2994 | } |
| 2995 | |
| 2996 | template<armnn::DataType ArmnnType, typename T> |
| 2997 | LayerTestResult<T, 3> MeanVts2Test( |
| 2998 | armnn::IWorkloadFactory& workloadFactory, |
| 2999 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 3000 | { |
| 3001 | const unsigned int inputShape[] = { 4, 3, 2 }; |
| 3002 | const unsigned int outputShape[] = { 1, 3, 1 }; |
| 3003 | |
| 3004 | std::vector<float> input({ 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f, 9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, |
| 3005 | 15.0f, 16.0f, 17.0f, 18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f }); |
| 3006 | std::vector<float> output({ 10.5f, 12.5f, 14.5f }); |
| 3007 | |
| 3008 | return MeanTestHelper<ArmnnType, T, 3, 3>( |
| 3009 | workloadFactory, memoryManager, inputShape, input, { 0, 2 }, true, outputShape, output); |
| 3010 | } |
| 3011 | |
| 3012 | template<armnn::DataType ArmnnType, typename T> |
| 3013 | LayerTestResult<T, 3> MeanVts3Test( |
| 3014 | armnn::IWorkloadFactory& workloadFactory, |
| 3015 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager) |
| 3016 | { |
| 3017 | const unsigned int inputShape[] = { 1, 2, 2, 1 }; |
| 3018 | const unsigned int outputShape[] = { 1, 2, 1 }; |
| 3019 | |
| 3020 | std::vector<float> input({ 1.0f, 2.0f, 3.0f, 4.0f }); |
| 3021 | std::vector<float> output({ 1.5f, 3.5f }); |
| 3022 | |
| 3023 | return MeanTestHelper<ArmnnType, T, 4, 3>( |
| 3024 | workloadFactory, memoryManager, inputShape, input, { 2 }, false, outputShape, output); |
| 3025 | } |
| Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 3026 | |
| 3027 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 3028 | LayerTestResult<T, 3> ConcatDifferentInputOutputQParamTest( |
| 3029 | armnn::IWorkloadFactory& workloadFactory, |
| 3030 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 3031 | bool useSubtensor) |
| 3032 | { |
| 3033 | // Defines the tensor descriptors. |
| 3034 | armnn::TensorInfo outputTensorInfo({ 3, 6, 3 }, ArmnnType); |
| 3035 | armnn::TensorInfo inputTensorInfo1({ 3, 6, 2 }, ArmnnType); |
| 3036 | armnn::TensorInfo inputTensorInfo2({ 3, 6, 1 }, ArmnnType); |
| 3037 | |
| 3038 | std::vector<armnn::TensorShape> inputTensorShapes({inputTensorInfo1.GetShape(), inputTensorInfo2.GetShape()}); |
| 3039 | |
| 3040 | // Quantized input1 tensor. |
| 3041 | const float inputScale1 = 0.5f; |
| 3042 | const int32_t inputOffset1 = 5; |
| 3043 | |
| 3044 | auto input1 = MakeTensor<T, 3>(inputTensorInfo1, std::vector<T>( |
| 3045 | { |
| 3046 | 1, 2, 3, |
| 3047 | 4, 5, 6, |
| 3048 | 7, 8, 9, |
| 3049 | 10, 11, 12, |
| 3050 | 13, 14, 15, |
| 3051 | 16, 17, 18, |
| 3052 | |
| 3053 | 19, 20, 21, |
| 3054 | 22, 23, 24, |
| 3055 | 25, 26, 27, |
| 3056 | 28, 29, 30, |
| 3057 | 31, 32, 33, |
| 3058 | 34, 35, 36 |
| 3059 | })); |
| 3060 | |
| 3061 | // Quatized input2 tensor. |
| 3062 | const float inputScale2 = 0.2f; |
| 3063 | const int32_t inputOffset2 = 10; |
| 3064 | |
| 3065 | auto input2 = MakeTensor<T, 3>(inputTensorInfo2, std::vector<T>( |
| 3066 | { |
| 3067 | 37, 38, 39, |
| 3068 | 40, 41, 42, |
| 3069 | 43, 44, 45, |
| 3070 | 46, 47, 48, |
| 3071 | 49, 50, 51, |
| 3072 | 52, 53, 54 |
| 3073 | })); |
| 3074 | |
| 3075 | // Quantized output tensor. |
| 3076 | const float outputScale = 0.1f; |
| 3077 | const int32_t outputOffset = 20; |
| 3078 | |
| 3079 | LayerTestResult<T, 3> ret(outputTensorInfo); |
| 3080 | |
| 3081 | ret.outputExpected = MakeTensor<T, 3>(outputTensorInfo, std::vector<T>( |
| 3082 | { |
| 3083 | 0, 5, 74, |
| 3084 | 10, 15, 76, |
| 3085 | 20, 25, 78, |
| 3086 | 30, 35, 80, |
| 3087 | 40, 45, 82, |
| 3088 | 50, 55, 84, |
| 3089 | |
| 3090 | 60, 65, 86, |
| 3091 | 70, 75, 88, |
| 3092 | 80, 85, 90, |
| 3093 | 90, 95, 92, |
| 3094 | 100, 105, 94, |
| 3095 | 110, 115, 96, |
| 3096 | |
| 3097 | 120, 125, 98, |
| 3098 | 130, 135, 100, |
| 3099 | 140, 145, 102, |
| 3100 | 150, 155, 104, |
| 3101 | 160, 165, 106, |
| 3102 | 170, 175, 108 |
| 3103 | })); |
| 3104 | |
| 3105 | outputTensorInfo.SetQuantizationScale(outputScale); |
| 3106 | outputTensorInfo.SetQuantizationOffset(outputOffset); |
| 3107 | inputTensorInfo1.SetQuantizationScale(inputScale1); |
| 3108 | inputTensorInfo1.SetQuantizationOffset(inputOffset1); |
| 3109 | inputTensorInfo2.SetQuantizationScale(inputScale2); |
| 3110 | inputTensorInfo2.SetQuantizationOffset(inputOffset2); |
| 3111 | |
| 3112 | std::vector<unsigned int> wOrigin1 = { 0, 0, 0 }; //Extent of the window is defined by size of input[0]. |
| 3113 | armnn::ConcatQueueDescriptor::ViewOrigin window1(wOrigin1); |
| 3114 | |
| 3115 | std::vector<unsigned int> wOrigin2 = { 0, 0, 2 }; //Extent of the window is defined by size of input[1]. |
| 3116 | armnn::ConcatQueueDescriptor::ViewOrigin window2(wOrigin2); |
| 3117 | |
| 3118 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 3119 | |
| 3120 | bool subTensorsSupported = useSubtensor && workloadFactory.SupportsSubTensors(); |
| 3121 | |
| 3122 | std::unique_ptr<armnn::ITensorHandle> inputHandle1 = |
| 3123 | subTensorsSupported ? |
| 3124 | workloadFactory.CreateSubTensorHandle(*outputHandle, inputTensorInfo1.GetShape(), wOrigin1.data()) : |
| 3125 | workloadFactory.CreateTensorHandle(inputTensorInfo1); |
| 3126 | |
| 3127 | std::unique_ptr<armnn::ITensorHandle> inputHandle2 = |
| 3128 | subTensorsSupported ? |
| 3129 | workloadFactory.CreateSubTensorHandle(*outputHandle, inputTensorInfo2.GetShape(), wOrigin2.data()) : |
| 3130 | workloadFactory.CreateTensorHandle(inputTensorInfo2); |
| 3131 | |
| 3132 | armnn::ConcatQueueDescriptor data; |
| 3133 | armnn::OriginsDescriptor desc = armnn::CreateDescriptorForConcatenation( |
| 3134 | inputTensorShapes.begin(),inputTensorShapes.end(), 2); |
| 3135 | data.m_Parameters = desc; |
| 3136 | |
| 3137 | armnn::WorkloadInfo info; |
| 3138 | AddInputToWorkload(data, info, inputTensorInfo1, inputHandle1.get()); |
| 3139 | AddInputToWorkload(data, info, inputTensorInfo2, inputHandle2.get()); |
| 3140 | AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get()); |
| 3141 | |
| 3142 | data.m_ViewOrigins.push_back(window1); |
| 3143 | data.m_ViewOrigins.push_back(window2); |
| 3144 | |
| 3145 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateConcat(data, info); |
| 3146 | |
| 3147 | inputHandle1->Allocate(); |
| 3148 | inputHandle2->Allocate(); |
| 3149 | outputHandle->Allocate(); |
| 3150 | |
| 3151 | CopyDataToITensorHandle(inputHandle1.get(), &input1[0][0][0]); |
| 3152 | CopyDataToITensorHandle(inputHandle2.get(), &input2[0][0][0]); |
| 3153 | |
| 3154 | workload->PostAllocationConfigure(); |
| 3155 | workload->Execute(); |
| 3156 | |
| 3157 | CopyDataFromITensorHandle(&ret.output[0][0][0], outputHandle.get()); |
| 3158 | |
| 3159 | return ret; |
| 3160 | } |