Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #pragma once |
| 7 | |
| 8 | #include "LayerTestResult.hpp" |
| 9 | |
| 10 | #include <ResolveType.hpp> |
| 11 | |
| 12 | #include <armnn/Types.hpp> |
| 13 | |
Matteo Martincigh | e5b8eb9 | 2019-11-28 15:45:42 +0000 | [diff] [blame] | 14 | #include <armnn/backends/IBackendInternal.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 15 | #include <backendsCommon/WorkloadFactory.hpp> |
| 16 | |
| 17 | // |
| 18 | // Convolution2d |
| 19 | // |
| 20 | |
| 21 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 22 | LayerTestResult<T, 4> Convolution2d3x3Dilation3x3Test( |
| 23 | armnn::IWorkloadFactory& workloadFactory, |
| 24 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 25 | bool biasEnabled, |
| 26 | const armnn::DataLayout layout); |
| 27 | |
| 28 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 29 | LayerTestResult<T, 4> Convolution2d2x3x3Dilation3x3Test( |
| 30 | armnn::IWorkloadFactory& workloadFactory, |
| 31 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 32 | bool biasEnabled, |
| 33 | const armnn::DataLayout layout); |
| 34 | |
| 35 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 36 | LayerTestResult<T, 4> Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test( |
| 37 | armnn::IWorkloadFactory &workloadFactory, |
| 38 | const armnn::IBackendInternal::IMemoryManagerSharedPtr &memoryManager, |
| 39 | bool biasEnabled, |
| 40 | const armnn::DataLayout layout); |
| 41 | |
| 42 | LayerTestResult<float, 4> SimpleConvolution2d3x5Test( |
| 43 | armnn::IWorkloadFactory& workloadFactory, |
| 44 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 45 | bool biasEnabled, |
| 46 | const armnn::DataLayout layout); |
| 47 | |
| 48 | LayerTestResult<float, 4> SimpleConvolution2d3x3Test( |
| 49 | armnn::IWorkloadFactory& workloadFactory, |
| 50 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 51 | bool biasEnabled, |
| 52 | const armnn::DataLayout layout); |
| 53 | |
| 54 | LayerTestResult<float, 4> SimpleConvolution2d3x3Stride2x2Test( |
| 55 | armnn::IWorkloadFactory& workloadFactory, |
| 56 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 57 | bool biasEnabled, |
| 58 | const armnn::DataLayout layout); |
| 59 | |
| 60 | LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest( |
| 61 | armnn::IWorkloadFactory& workloadFactory, |
| 62 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 63 | bool biasEnabled); |
| 64 | |
| 65 | LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test( |
| 66 | armnn::IWorkloadFactory& workloadFactory, |
| 67 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 68 | bool biasEnabled, |
| 69 | const armnn::DataLayout layout); |
| 70 | |
| 71 | LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test( |
| 72 | armnn::IWorkloadFactory& workloadFactory, |
| 73 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 74 | bool biasEnabled, |
| 75 | const armnn::DataLayout layout); |
| 76 | |
| 77 | LayerTestResult<int16_t, 4> SimpleConvolution2d3x5QSymm16Test( |
| 78 | armnn::IWorkloadFactory& workloadFactory, |
| 79 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 80 | bool biasEnabled, |
| 81 | const armnn::DataLayout layout); |
| 82 | |
| 83 | LayerTestResult<int16_t, 4> SimpleConvolution2d3x3QSymm16Test( |
| 84 | armnn::IWorkloadFactory& workloadFactory, |
| 85 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 86 | bool biasEnabled, |
| 87 | const armnn::DataLayout layout); |
| 88 | |
| 89 | LayerTestResult<float, 4> Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest( |
| 90 | armnn::IWorkloadFactory& workloadFactory, |
| 91 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 92 | armnn::DataLayout layout); |
| 93 | |
| 94 | LayerTestResult<float, 4> Convolution2dAsymmetricPaddingTest( |
| 95 | armnn::IWorkloadFactory& workloadFactory, |
| 96 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 97 | armnn::DataLayout layout); |
| 98 | |
| 99 | LayerTestResult<float, 4> Convolution1dTest( |
| 100 | armnn::IWorkloadFactory& workloadFactory, |
| 101 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 102 | bool biasEnabled); |
| 103 | |
| 104 | LayerTestResult<uint8_t, 4> Convolution1dUint8Test( |
| 105 | armnn::IWorkloadFactory& workloadFactory, |
| 106 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 107 | bool biasEnabled); |
| 108 | |
| 109 | LayerTestResult<float, 4> CompareConvolution2dTest( |
| 110 | armnn::IWorkloadFactory& workloadFactory, |
| 111 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 112 | armnn::IWorkloadFactory& refWorkloadFactory); |
| 113 | |
Aron Virginas-Tar | 5edc881 | 2019-11-05 18:00:21 +0000 | [diff] [blame] | 114 | LayerTestResult<uint8_t, 4> Convolution2dPerAxisQuantTest( |
| 115 | armnn::IWorkloadFactory& workloadFactory, |
| 116 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 117 | const armnn::DataLayout layout); |
| 118 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 119 | // |
| 120 | // DepthwiseConvolution2d |
| 121 | // |
| 122 | |
| 123 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 124 | LayerTestResult<T, 4> DepthwiseConvolution2d3x3Dilation3x3Test( |
| 125 | armnn::IWorkloadFactory& workloadFactory, |
| 126 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 127 | bool biasEnabled, |
| 128 | const armnn::DataLayout layout); |
| 129 | |
| 130 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 131 | LayerTestResult<T, 4> DepthwiseConvolution2d2x3x3Dilation3x3Test( |
| 132 | armnn::IWorkloadFactory& workloadFactory, |
| 133 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 134 | bool biasEnabled, |
| 135 | const armnn::DataLayout layout); |
| 136 | |
| 137 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 138 | LayerTestResult<T, 4> DepthwiseConvolution2dMult4Test( |
| 139 | armnn::IWorkloadFactory& workloadFactory, |
| 140 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 141 | bool biasEnabled, |
| 142 | const armnn::DataLayout layout); |
| 143 | |
| 144 | template<armnn::DataType ArmnnType, armnn::DataType ArmnnBType, typename T = armnn::ResolveType<ArmnnType>> |
| 145 | LayerTestResult<T, 4> DepthwiseConvolution2dMult2Test( |
| 146 | armnn::IWorkloadFactory& workloadFactory, |
| 147 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 148 | bool biasEnabled, |
| 149 | const armnn::DataLayout layout); |
| 150 | |
| 151 | template<typename T> |
| 152 | LayerTestResult<T, 4> CompareDepthwiseConvolution2dTest( |
| 153 | armnn::IWorkloadFactory& workloadFactory, |
| 154 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 155 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 156 | const armnn::DataLayout layout); |
| 157 | |
| 158 | LayerTestResult<float, 4> DepthwiseConvolution2dTest( |
| 159 | armnn::IWorkloadFactory& workloadFactory, |
| 160 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 161 | bool biasEnabled, |
| 162 | const armnn::DataLayout layout); |
| 163 | |
| 164 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthNhwcTest( |
| 165 | armnn::IWorkloadFactory& workloadFactory, |
| 166 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 167 | bool biasEnabled); |
| 168 | |
| 169 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul1Test( |
| 170 | armnn::IWorkloadFactory& workloadFactory, |
| 171 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 172 | bool biasEnabled, |
| 173 | const armnn::DataLayout layout); |
| 174 | |
| 175 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul64Test( |
| 176 | armnn::IWorkloadFactory& workloadFactory, |
| 177 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 178 | |
| 179 | LayerTestResult<float, 4> DepthwiseConvolution2dAsymmetricTest( |
| 180 | armnn::IWorkloadFactory& workloadFactory, |
| 181 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 182 | bool biasEnabled, |
| 183 | const armnn::DataLayout layout); |
| 184 | |
| 185 | LayerTestResult<float, 4> SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest( |
| 186 | armnn::IWorkloadFactory& workloadFactory, |
| 187 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 188 | |
| 189 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test( |
| 190 | armnn::IWorkloadFactory& workloadFactory, |
| 191 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 192 | bool biasEnabled, |
| 193 | const armnn::DataLayout layout); |
| 194 | |
| 195 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test( |
| 196 | armnn::IWorkloadFactory& workloadFactory, |
| 197 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 198 | bool biasEnabled, |
| 199 | const armnn::DataLayout layout); |
| 200 | |
| 201 | LayerTestResult<int16_t, 4> DepthwiseConvolution2dInt16Test( |
| 202 | armnn::IWorkloadFactory& workloadFactory, |
| 203 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 204 | bool biasEnabled, |
| 205 | const armnn::DataLayout layout); |
| 206 | |
| 207 | LayerTestResult<int16_t, 4> DepthwiseConvolution2dDepthMul1Int16Test( |
| 208 | armnn::IWorkloadFactory& workloadFactory, |
| 209 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 210 | bool biasEnabled, |
| 211 | const armnn::DataLayout layout); |
| 212 | |
Teresa Charlin | d8df026 | 2019-11-11 12:28:15 +0000 | [diff] [blame] | 213 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dPerAxisQuantTest( |
| 214 | armnn::IWorkloadFactory& workloadFactory, |
| 215 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 216 | const armnn::DataLayout layout); |
| 217 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 218 | LayerTestResult<float, 4> CompareDepthwiseConvolution2dFloatTest( |
| 219 | armnn::IWorkloadFactory& workloadFactory, |
| 220 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 221 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 222 | const armnn::DataLayout layout); |
| 223 | |
| 224 | LayerTestResult<uint8_t, 4> CompareDepthwiseConvolution2dUint8Test( |
| 225 | armnn::IWorkloadFactory& workloadFactory, |
| 226 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 227 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 228 | const armnn::DataLayout layout); |