| 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" |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame^] | 14 | #include <backendsCommon/CpuTensorHandle.hpp> |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 15 | #include <backendsCommon/IBackendInternal.hpp> |
| 16 | #include <backendsCommon/IMemoryManager.hpp> |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame^] | 17 | #include <reference/workloads/Decoders.hpp> |
| 18 | #include <reference/workloads/Encoders.hpp> |
| 19 | #include <test/TensorHelpers.hpp> |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 20 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 21 | #include <boost/multi_array.hpp> |
| 22 | #include <boost/assert.hpp> |
| Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 23 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 24 | #include <array> |
| 25 | |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 26 | // Layer callables. |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 27 | |
| 28 | namespace armnn |
| 29 | { |
| 30 | class IWorkloadFactory; |
| 31 | } |
| 32 | |
| 33 | template <std::size_t n> |
| 34 | boost::array<unsigned int, n> GetTensorShapeAsArray(const armnn::TensorInfo& tensorInfo) |
| 35 | { |
| 36 | BOOST_ASSERT_MSG(n == tensorInfo.GetNumDimensions(), |
| 37 | "Attempting to construct a shape array of mismatching size"); |
| 38 | |
| 39 | boost::array<unsigned int, n> shape; |
| 40 | for (unsigned int i = 0; i < n; i++) |
| 41 | { |
| 42 | shape[i] = tensorInfo.GetShape()[i]; |
| 43 | } |
| 44 | return shape; |
| 45 | } |
| 46 | |
| 47 | template <typename T, std::size_t n> |
| 48 | struct LayerTestResult |
| 49 | { |
| 50 | LayerTestResult(const armnn::TensorInfo& outputInfo) |
| 51 | { |
| 52 | auto shape( GetTensorShapeAsArray<n>(outputInfo) ); |
| 53 | output.resize(shape); |
| 54 | outputExpected.resize(shape); |
| 55 | supported = true; |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 56 | compareBoolean = false; |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 57 | } |
| 58 | |
| 59 | boost::multi_array<T, n> output; |
| 60 | boost::multi_array<T, n> outputExpected; |
| 61 | bool supported; |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 62 | bool compareBoolean; |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 63 | }; |
| 64 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 65 | LayerTestResult<float, 4> SimpleConvolution2d3x5Test( |
| 66 | armnn::IWorkloadFactory& workloadFactory, |
| 67 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 68 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 69 | const armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 70 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 71 | LayerTestResult<float, 4> SimpleConvolution2d3x3Test( |
| 72 | armnn::IWorkloadFactory& workloadFactory, |
| 73 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 74 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 75 | const armnn::DataLayout layout); |
| Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 76 | |
| Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 77 | LayerTestResult<float, 4> SimpleConvolution2d3x3Stride2x2Test( |
| 78 | armnn::IWorkloadFactory& workloadFactory, |
| 79 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 80 | bool biasEnabled, |
| 81 | const armnn::DataLayout layout); |
| 82 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 83 | LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest( |
| 84 | armnn::IWorkloadFactory& workloadFactory, |
| 85 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 86 | bool biasEnabled); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 87 | |
| 88 | LayerTestResult<float, 4> |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 89 | Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest( |
| 90 | armnn::IWorkloadFactory& workloadFactory, |
| 91 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 92 | const armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 93 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 94 | LayerTestResult<float, 4> Convolution2dAsymmetricPaddingTest( |
| 95 | armnn::IWorkloadFactory& workloadFactory, |
| 96 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 97 | const armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 98 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 99 | LayerTestResult<float, 4> Convolution1dTest( |
| 100 | armnn::IWorkloadFactory& workloadFactory, |
| 101 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 102 | bool biasEnabled); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 103 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 104 | LayerTestResult<uint8_t, 4> Convolution1dUint8Test( |
| 105 | armnn::IWorkloadFactory& workloadFactory, |
| 106 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 107 | bool biasEnabled); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 108 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 109 | LayerTestResult<float, 4> DepthwiseConvolution2dTest( |
| 110 | armnn::IWorkloadFactory& workloadFactory, |
| 111 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 112 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 113 | const armnn::DataLayout layout); |
| Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 114 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 115 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthNhwcTest( |
| 116 | armnn::IWorkloadFactory& workloadFactory, |
| 117 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 118 | bool biasEnabled); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 119 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 120 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul1Test( |
| 121 | armnn::IWorkloadFactory& workloadFactory, |
| 122 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 123 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 124 | const armnn::DataLayout layout); |
| surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 125 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 126 | LayerTestResult<float, 4> DepthwiseConvolution2dAsymmetricTest( |
| 127 | armnn::IWorkloadFactory& workloadFactory, |
| 128 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 129 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 130 | const armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 131 | |
| Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 132 | LayerTestResult<float, 4> SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest(armnn::IWorkloadFactory& workloadFactory, |
| 133 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 134 | |
| Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 135 | LayerTestResult<float, 4> CompareDepthwiseConvolution2dFloatTest( |
| 136 | armnn::IWorkloadFactory& workloadFactory, |
| 137 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 138 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 139 | const armnn::DataLayout layout); |
| 140 | |
| 141 | LayerTestResult<uint8_t, 4> CompareDepthwiseConvolution2dUint8Test( |
| 142 | armnn::IWorkloadFactory& workloadFactory, |
| 143 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 144 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 145 | const armnn::DataLayout layout); |
| 146 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 147 | LayerTestResult<float, 4> SimpleMaxPooling2dSize2x2Stride2x2Test( |
| 148 | armnn::IWorkloadFactory& workloadFactory, |
| 149 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 150 | bool forceNoPadding); |
| James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 151 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 152 | LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize2x2Stride2x2Uint8Test( |
| 153 | armnn::IWorkloadFactory& workloadFactory, |
| 154 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 155 | bool forceNoPadding); |
| James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 156 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 157 | LayerTestResult<float, 4> SimpleMaxPooling2dSize3x3Stride2x4Test( |
| 158 | armnn::IWorkloadFactory& workloadFactory, |
| 159 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 160 | bool forceNoPadding); |
| 161 | |
| 162 | LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize3x3Stride2x4Uint8Test( |
| 163 | armnn::IWorkloadFactory& workloadFactory, |
| 164 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 165 | bool forceNoPadding ); |
| 166 | |
| 167 | LayerTestResult<float, 4> IgnorePaddingSimpleMaxPooling2dTest( |
| 168 | armnn::IWorkloadFactory& workloadFactory, |
| 169 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 170 | |
| 171 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleMaxPooling2dUint8Test( |
| 172 | armnn::IWorkloadFactory& workloadFactory, |
| 173 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 174 | |
| 175 | LayerTestResult<float, 4> IgnorePaddingMaxPooling2dSize3Test( |
| 176 | armnn::IWorkloadFactory& workloadFactory, |
| 177 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 178 | |
| 179 | LayerTestResult<uint8_t, 4> IgnorePaddingMaxPooling2dSize3Uint8Test( |
| 180 | armnn::IWorkloadFactory& workloadFactory, |
| 181 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 182 | |
| 183 | LayerTestResult<float, 4> SimpleMaxPooling2dTest( |
| 184 | armnn::IWorkloadFactory& workloadFactory, |
| 185 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 186 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 187 | |
| 188 | LayerTestResult<uint8_t, 4> SimpleMaxPooling2dUint8Test( |
| 189 | armnn::IWorkloadFactory& workloadFactory, |
| 190 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 191 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 192 | |
| 193 | LayerTestResult<float, 4> SimpleAveragePooling2dTest( |
| 194 | armnn::IWorkloadFactory& workloadFactory, |
| 195 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 196 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 197 | |
| 198 | LayerTestResult<uint8_t, 4> SimpleAveragePooling2dUint8Test( |
| 199 | armnn::IWorkloadFactory& workloadFactory, |
| 200 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 201 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 202 | |
| 203 | LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3x2Stride2x2Test( |
| 204 | armnn::IWorkloadFactory& workloadFactory, |
| 205 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 206 | bool forceNoPadding); |
| 207 | |
| 208 | LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dTest( |
| 209 | armnn::IWorkloadFactory& workloadFactory, |
| 210 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 211 | |
| 212 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dUint8Test( |
| 213 | armnn::IWorkloadFactory& workloadFactory, |
| 214 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 215 | |
| 216 | LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingTest( |
| 217 | armnn::IWorkloadFactory& workloadFactory, |
| 218 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 219 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 220 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 221 | armnn::IWorkloadFactory& workloadFactory, |
| 222 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 223 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 224 | LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3Test( |
| 225 | armnn::IWorkloadFactory& workloadFactory, |
| 226 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 227 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 228 | LayerTestResult<uint8_t, 4> IgnorePaddingAveragePooling2dSize3Uint8Test( |
| 229 | armnn::IWorkloadFactory& workloadFactory, |
| 230 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 231 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 232 | LayerTestResult<float, 4> SimpleL2Pooling2dTest( |
| 233 | armnn::IWorkloadFactory& workloadFactory, |
| 234 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 235 | const armnn::DataLayout dataLayout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 236 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 237 | LayerTestResult<uint8_t, 4> SimpleL2Pooling2dUint8Test( |
| 238 | armnn::IWorkloadFactory& workloadFactory, |
| 239 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 240 | const armnn::DataLayout dataLayout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 241 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 242 | LayerTestResult<float, 4> L2Pooling2dSize3Stride1Test( |
| 243 | armnn::IWorkloadFactory& workloadFactory, |
| 244 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 245 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 246 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride1Uint8Test( |
| 247 | armnn::IWorkloadFactory& workloadFactory, |
| 248 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 249 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 250 | LayerTestResult<float, 4> L2Pooling2dSize3Stride3Test( |
| 251 | armnn::IWorkloadFactory& workloadFactory, |
| 252 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 253 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 254 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride3Uint8Test( |
| 255 | armnn::IWorkloadFactory& workloadFactory, |
| 256 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 257 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 258 | LayerTestResult<float, 4> L2Pooling2dSize3Stride4Test( |
| 259 | armnn::IWorkloadFactory& workloadFactory, |
| 260 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 261 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 262 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride4Uint8Test( |
| 263 | armnn::IWorkloadFactory& workloadFactory, |
| 264 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 265 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 266 | LayerTestResult<float, 4> L2Pooling2dSize7Test( |
| 267 | armnn::IWorkloadFactory& workloadFactory, |
| 268 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 269 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 270 | LayerTestResult<uint8_t, 4> L2Pooling2dSize7Uint8Test( |
| 271 | armnn::IWorkloadFactory& workloadFactory, |
| 272 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 273 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 274 | LayerTestResult<float, 4> L2Pooling2dSize9Test( |
| 275 | armnn::IWorkloadFactory& workloadFactory, |
| 276 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 277 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 278 | LayerTestResult<uint8_t, 4> L2Pooling2dSize9Uint8Test( |
| 279 | armnn::IWorkloadFactory& workloadFactory, |
| 280 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 281 | |
| 282 | LayerTestResult<float, 4> LargeTensorsAveragePooling2dTest( |
| 283 | armnn::IWorkloadFactory& workloadFactory, |
| 284 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 285 | |
| 286 | LayerTestResult<uint8_t, 4> LargeTensorsAveragePooling2dUint8Test( |
| 287 | armnn::IWorkloadFactory& workloadFactory, |
| 288 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 289 | |
| 290 | LayerTestResult<float, 4> IgnorePaddingSimpleL2Pooling2dTest( |
| 291 | armnn::IWorkloadFactory& workloadFactory, |
| 292 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 293 | |
| 294 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleL2Pooling2dUint8Test( |
| 295 | armnn::IWorkloadFactory& workloadFactory, |
| 296 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 297 | |
| 298 | LayerTestResult<float, 4> IgnorePaddingL2Pooling2dSize3Test( |
| 299 | armnn::IWorkloadFactory& workloadFactory, |
| 300 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 301 | |
| 302 | LayerTestResult<uint8_t, 4> IgnorePaddingL2Pooling2dSize3Uint8Test( |
| 303 | armnn::IWorkloadFactory& workloadFactory, |
| 304 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 305 | |
| 306 | LayerTestResult<float, 4> AsymmetricNonSquarePooling2dTest( |
| 307 | armnn::IWorkloadFactory& workloadFactory, |
| 308 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 309 | |
| 310 | LayerTestResult<uint8_t, 4> AsymmetricNonSquarePooling2dUint8Test( |
| 311 | armnn::IWorkloadFactory& workloadFactory, |
| 312 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 313 | |
| 314 | LayerTestResult<float, 4> ComparePooling2dTest( |
| 315 | armnn::IWorkloadFactory& workloadFactory, |
| 316 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 317 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 318 | armnn::PoolingAlgorithm poolingType); |
| 319 | |
| 320 | LayerTestResult<uint8_t, 4> ComparePooling2dUint8Test( |
| 321 | armnn::IWorkloadFactory& workloadFactory, |
| 322 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 323 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 324 | armnn::PoolingAlgorithm poolingType); |
| 325 | |
| 326 | LayerTestResult<float, 4> ConstantLinearActivationTest( |
| 327 | armnn::IWorkloadFactory& workloadFactory, |
| 328 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 329 | |
| 330 | LayerTestResult<float, 4> SimpleNormalizationAcrossTest( |
| 331 | armnn::IWorkloadFactory& workloadFactory, |
| 332 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 333 | |
| 334 | LayerTestResult<float, 4> SimpleNormalizationWithinTest( |
| 335 | armnn::IWorkloadFactory& workloadFactory, |
| 336 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 337 | |
| 338 | LayerTestResult<float,4> SimpleNormalizationAcrossNhwcTest( |
| 339 | armnn::IWorkloadFactory& workloadFactory, |
| 340 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 341 | |
| 342 | LayerTestResult<float, 2> SimpleSoftmaxTest( |
| 343 | armnn::IWorkloadFactory& workloadFactory, |
| 344 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 345 | float beta); |
| 346 | |
| Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 347 | LayerTestResult<float, 3> Simple3dSoftmaxTest( |
| 348 | armnn::IWorkloadFactory& workloadFactory, |
| 349 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 350 | float beta); |
| 351 | |
| 352 | LayerTestResult<float, 4> Simple4dSoftmaxTest( |
| 353 | armnn::IWorkloadFactory& workloadFactory, |
| 354 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 355 | float beta); |
| 356 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 357 | LayerTestResult<uint8_t, 2> SimpleSoftmaxUint8Test( |
| 358 | armnn::IWorkloadFactory& workloadFactory, |
| 359 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 360 | float beta); |
| 361 | |
| Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 362 | LayerTestResult<uint8_t,3> Simple3dSoftmaxUint8Test( |
| 363 | armnn::IWorkloadFactory& workloadFactory, |
| 364 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 365 | float beta); |
| 366 | |
| 367 | LayerTestResult<uint8_t,4> Simple4dSoftmaxUint8Test( |
| 368 | armnn::IWorkloadFactory& workloadFactory, |
| 369 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 370 | float beta); |
| 371 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 372 | LayerTestResult<float, 4> SimpleSigmoidTest( |
| 373 | armnn::IWorkloadFactory& workloadFactory, |
| 374 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 375 | |
| 376 | LayerTestResult<float, 4> SimpleReshapeFloat32Test( |
| 377 | armnn::IWorkloadFactory& workloadFactory, |
| 378 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 379 | |
| 380 | LayerTestResult<uint8_t, 4> SimpleReshapeUint8Test( |
| 381 | armnn::IWorkloadFactory& workloadFactory, |
| 382 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 383 | |
| 384 | LayerTestResult<float, 4> SimpleFloorTest( |
| 385 | armnn::IWorkloadFactory& workloadFactory, |
| 386 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 387 | |
| 388 | LayerTestResult<float, 1> Concatenation1dTest( |
| 389 | armnn::IWorkloadFactory& workloadFactory, |
| 390 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 391 | |
| 392 | LayerTestResult<float, 2> Concatenation2dDim0Test( |
| 393 | armnn::IWorkloadFactory& workloadFactory, |
| 394 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 395 | |
| 396 | LayerTestResult<float, 2> Concatenation2dDim1Test( |
| 397 | armnn::IWorkloadFactory& workloadFactory, |
| 398 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 399 | |
| 400 | LayerTestResult<float, 2> Concatenation2dDim0DiffInputDimsTest( |
| 401 | armnn::IWorkloadFactory& workloadFactory, |
| 402 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 403 | |
| 404 | LayerTestResult<float, 2> Concatenation2dDim1DiffInputDimsTest( |
| 405 | armnn::IWorkloadFactory& workloadFactory, |
| 406 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 407 | |
| 408 | LayerTestResult<float, 3> Concatenation3dDim0Test( |
| 409 | armnn::IWorkloadFactory& workloadFactory, |
| 410 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 411 | |
| 412 | LayerTestResult<float, 3> Concatenation3dDim1Test( |
| 413 | armnn::IWorkloadFactory& workloadFactory, |
| 414 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 415 | |
| 416 | LayerTestResult<float, 3> Concatenation3dDim2Test( |
| 417 | armnn::IWorkloadFactory& workloadFactory, |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 418 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 419 | bool useSubtensor); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 420 | |
| 421 | LayerTestResult<float, 3> Concatenation3dDim0DiffInputDimsTest( |
| 422 | armnn::IWorkloadFactory& workloadFactory, |
| 423 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 424 | |
| 425 | LayerTestResult<float, 3> Concatenation3dDim1DiffInputDimsTest( |
| 426 | armnn::IWorkloadFactory& workloadFactory, |
| 427 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 428 | |
| 429 | LayerTestResult<float, 3> Concatenation3dDim2DiffInputDimsTest( |
| 430 | armnn::IWorkloadFactory& workloadFactory, |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 431 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 432 | bool useSubtensor); |
| 433 | |
| 434 | LayerTestResult<float, 4> Concatenation4dDim0Test( |
| 435 | armnn::IWorkloadFactory& workloadFactory, |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 436 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 437 | |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 438 | LayerTestResult<float, 4> Concatenation4dDim1Test( |
| 439 | armnn::IWorkloadFactory& workloadFactory, |
| 440 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 441 | |
| 442 | LayerTestResult<float, 4> Concatenation4dDim2Test( |
| 443 | armnn::IWorkloadFactory& workloadFactory, |
| 444 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 445 | |
| 446 | LayerTestResult<float, 4> Concatenation4dDim3Test( |
| 447 | armnn::IWorkloadFactory& workloadFactory, |
| 448 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 449 | bool useSubtensor); |
| 450 | |
| 451 | LayerTestResult<float, 4> Concatenation4dDiffShapeDim0Test( |
| 452 | armnn::IWorkloadFactory& workloadFactory, |
| 453 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 454 | |
| 455 | LayerTestResult<float, 4> Concatenation4dDiffShapeDim1Test( |
| 456 | armnn::IWorkloadFactory& workloadFactory, |
| 457 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 458 | |
| 459 | LayerTestResult<float, 4> Concatenation4dDiffShapeDim2Test( |
| 460 | armnn::IWorkloadFactory& workloadFactory, |
| 461 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 462 | |
| 463 | LayerTestResult<float, 4> Concatenation4dDiffShapeDim3Test( |
| 464 | armnn::IWorkloadFactory& workloadFactory, |
| 465 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 466 | bool useSubtensor); |
| 467 | |
| 468 | LayerTestResult<uint8_t, 4> Concatenation4dDim0Uint8Test( |
| 469 | armnn::IWorkloadFactory& workloadFactory, |
| 470 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 471 | |
| 472 | LayerTestResult<uint8_t, 4> Concatenation4dDim1Uint8Test( |
| 473 | armnn::IWorkloadFactory& workloadFactory, |
| 474 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 475 | |
| 476 | LayerTestResult<uint8_t, 4> Concatenation4dDim2Uint8Test( |
| 477 | armnn::IWorkloadFactory& workloadFactory, |
| 478 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 479 | |
| 480 | LayerTestResult<uint8_t, 4> Concatenation4dDim3Uint8Test( |
| 481 | armnn::IWorkloadFactory& workloadFactory, |
| 482 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 483 | bool useSubtensor); |
| 484 | |
| 485 | LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim0Uint8Test( |
| 486 | armnn::IWorkloadFactory& workloadFactory, |
| 487 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 488 | |
| 489 | LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim1Uint8Test( |
| 490 | armnn::IWorkloadFactory& workloadFactory, |
| 491 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 492 | |
| 493 | LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim2Uint8Test( |
| 494 | armnn::IWorkloadFactory& workloadFactory, |
| 495 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 496 | |
| 497 | LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim3Uint8Test( |
| 498 | armnn::IWorkloadFactory& workloadFactory, |
| 499 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 500 | bool useSubtensor); |
| 501 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 502 | LayerTestResult<uint8_t, 4> SimpleSigmoidUint8Test( |
| 503 | armnn::IWorkloadFactory& workloadFactory, |
| 504 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 505 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 506 | LayerTestResult<int16_t, 4> SimpleSigmoidInt16Test( |
| 507 | armnn::IWorkloadFactory& workloadFactory, |
| 508 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 509 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 510 | LayerTestResult<float, 4> CompareConvolution2dTest( |
| 511 | armnn::IWorkloadFactory& workloadFactory, |
| 512 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 513 | armnn::IWorkloadFactory& refWorkloadFactory); |
| 514 | |
| 515 | template<typename T> |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 516 | LayerTestResult<T, 4> CompareDepthwiseConvolution2dTest( |
| 517 | armnn::IWorkloadFactory& workloadFactory, |
| 518 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 519 | armnn::IWorkloadFactory& refWorkloadFactory, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 520 | const armnn::DataLayout layout); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 521 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 522 | LayerTestResult<float, 4> CompareNormalizationTest( |
| 523 | armnn::IWorkloadFactory& workloadFactory, |
| 524 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 525 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 526 | armnn::NormalizationAlgorithmChannel normChannel, |
| 527 | armnn::NormalizationAlgorithmMethod normMethod); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 528 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 529 | LayerTestResult<float, 2> CompareSoftmaxTest( |
| 530 | armnn::IWorkloadFactory& workloadFactory, |
| 531 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 532 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 533 | float beta); |
| 534 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 535 | LayerTestResult<float, 2> FullyConnectedFloat32Test( |
| 536 | armnn::IWorkloadFactory& workloadFactory, |
| 537 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 538 | bool biasEnabled, |
| 539 | bool transposeWeights); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 540 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 541 | std::vector<LayerTestResult<float, 3>> SplitterTest( |
| 542 | armnn::IWorkloadFactory& workloadFactory, |
| 543 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 544 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 545 | LayerTestResult<float, 3> CopyViaSplitterTest( |
| 546 | armnn::IWorkloadFactory& workloadFactory, |
| 547 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 548 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 549 | LayerTestResult<float, 3> ConcatTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 550 | armnn::IWorkloadFactory& workloadFactory, |
| 551 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 552 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 553 | LayerTestResult<float, 4> AdditionTest( |
| 554 | armnn::IWorkloadFactory& workloadFactory, |
| 555 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 556 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 557 | LayerTestResult<float, 4> AdditionBroadcast1ElementTest( |
| 558 | armnn::IWorkloadFactory& workloadFactory, |
| 559 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 560 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 561 | LayerTestResult<float, 4> AdditionBroadcastTest( |
| 562 | armnn::IWorkloadFactory& workloadFactory, |
| 563 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 564 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 565 | LayerTestResult<float, 4> CompareAdditionTest( |
| 566 | armnn::IWorkloadFactory& workloadFactory, |
| 567 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 568 | armnn::IWorkloadFactory& refWorkloadFactory); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 569 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 570 | LayerTestResult<float, 4> SubtractionTest( |
| 571 | armnn::IWorkloadFactory& workloadFactory, |
| 572 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 573 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 574 | LayerTestResult<float, 4> SubtractionBroadcast1ElementTest( |
| 575 | armnn::IWorkloadFactory& workloadFactory, |
| 576 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 577 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 578 | LayerTestResult<float, 4> SubtractionBroadcastTest( |
| 579 | armnn::IWorkloadFactory& workloadFactory, |
| 580 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 581 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 582 | LayerTestResult<float, 4> CompareActivationTest( |
| 583 | armnn::IWorkloadFactory& workloadFactory, |
| 584 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 585 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 586 | armnn::ActivationFunction f, |
| 587 | unsigned int batchSize); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 588 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 589 | LayerTestResult<float, 4> DivisionTest( |
| 590 | armnn::IWorkloadFactory& workloadFactory, |
| 591 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 592 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 593 | LayerTestResult<float, 4> DivisionByZeroTest( |
| 594 | armnn::IWorkloadFactory& workloadFactory, |
| 595 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 596 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 597 | LayerTestResult<float, 4> DivisionBroadcast1ElementTest( |
| 598 | armnn::IWorkloadFactory& workloadFactory, |
| 599 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 600 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 601 | LayerTestResult<float, 4> DivisionBroadcast1DVectorTest( |
| 602 | armnn::IWorkloadFactory& workloadFactory, |
| 603 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 604 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 605 | LayerTestResult<float, 4> MultiplicationTest( |
| 606 | armnn::IWorkloadFactory& workloadFactory, |
| 607 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 608 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 609 | LayerTestResult<float, 4> MultiplicationBroadcast1ElementTest( |
| 610 | armnn::IWorkloadFactory& workloadFactory, |
| 611 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| narpra01 | 1e4c31d | 2018-09-28 11:07:51 +0100 | [diff] [blame] | 612 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 613 | LayerTestResult<float, 4> MultiplicationBroadcast1DVectorTest( |
| 614 | armnn::IWorkloadFactory& workloadFactory, |
| 615 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| narpra01 | 1e4c31d | 2018-09-28 11:07:51 +0100 | [diff] [blame] | 616 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 617 | LayerTestResult<float, 4> CompareMultiplicationTest( |
| 618 | armnn::IWorkloadFactory& workloadFactory, |
| 619 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 620 | armnn::IWorkloadFactory& refWorkloadFactory); |
| Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 621 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 622 | LayerTestResult<float, 4> BatchNormTest( |
| 623 | armnn::IWorkloadFactory& workloadFactory, |
| 624 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 625 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 626 | LayerTestResult<float, 4> BatchNormNhwcTest( |
| 627 | armnn::IWorkloadFactory& workloadFactory, |
| 628 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 629 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 630 | LayerTestResult<float, 4> CompareBatchNormTest( |
| 631 | armnn::IWorkloadFactory& workloadFactory, |
| 632 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 633 | armnn::IWorkloadFactory& refWorkloadFactory); |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 634 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 635 | LayerTestResult<float, 4> BoundedReLuUpperAndLowerBoundTest( |
| 636 | armnn::IWorkloadFactory& workloadFactory, |
| 637 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 3ea76d5 | 2018-11-09 14:10:38 +0000 | [diff] [blame] | 638 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 639 | LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperAndLowerBoundTest( |
| 640 | armnn::IWorkloadFactory& workloadFactor, |
| 641 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManagery); |
| Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 642 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 643 | LayerTestResult<float, 4> BoundedReLuUpperBoundOnlyTest( |
| 644 | armnn::IWorkloadFactory& workloadFactory, |
| 645 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 646 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 647 | LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperBoundOnlyTest( |
| 648 | armnn::IWorkloadFactory& workloadFactory, |
| 649 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Éanna Ó Catháin | 262553e | 2018-11-14 11:26:23 +0000 | [diff] [blame] | 650 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 651 | LayerTestResult<float, 4> CompareBoundedReLuTest( |
| 652 | armnn::IWorkloadFactory& workloadFactory, |
| 653 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 654 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 655 | float upperBound, |
| 656 | float lowerBound); |
| 657 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 658 | |
| 659 | LayerTestResult<int16_t, 4> ReLuInt16Test( |
| 660 | armnn::IWorkloadFactory& workloadFactory, |
| 661 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 662 | |
| 663 | LayerTestResult<int16_t, 4> BoundedReLuInt16Test( |
| 664 | armnn::IWorkloadFactory& workloadFactory, |
| 665 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 666 | |
| 667 | LayerTestResult<int16_t, 4> SoftReLuInt16Test( |
| 668 | armnn::IWorkloadFactory& workloadFactory, |
| 669 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 670 | |
| 671 | LayerTestResult<int16_t, 4> LeakyReLuInt16Test( |
| 672 | armnn::IWorkloadFactory& workloadFactory, |
| 673 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 674 | |
| 675 | LayerTestResult<int16_t, 4> AbsInt16Test( |
| 676 | armnn::IWorkloadFactory& workloadFactory, |
| 677 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 678 | |
| 679 | LayerTestResult<int16_t, 4> SqrtInt16Test( |
| 680 | armnn::IWorkloadFactory& workloadFactory, |
| 681 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 682 | |
| 683 | LayerTestResult<int16_t, 4> SquareInt16Test( |
| 684 | armnn::IWorkloadFactory& workloadFactory, |
| 685 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 686 | |
| 687 | LayerTestResult<int16_t, 4> TanhInt16Test( |
| 688 | armnn::IWorkloadFactory& workloadFactory, |
| 689 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 690 | |
| 691 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 692 | // Tests that the output should be identical to the input when the output dimensions match the input ones. |
| 693 | LayerTestResult<float, 4> ResizeBilinearNopTest( |
| 694 | armnn::IWorkloadFactory& workloadFactory, |
| 695 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 696 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 697 | |
| 698 | // Tests the behaviour of the resize bilinear operation when rescaling a 2x2 image into a 1x1 image. |
| 699 | LayerTestResult<float, 4> SimpleResizeBilinearTest( |
| 700 | armnn::IWorkloadFactory& workloadFactory, |
| 701 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 702 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 703 | |
| 704 | // Tests the resize bilinear for minification of a square input matrix (also: input dimensions are a |
| 705 | // multiple of output dimensions). |
| 706 | LayerTestResult<float, 4> ResizeBilinearSqMinTest( |
| 707 | armnn::IWorkloadFactory& workloadFactory, |
| 708 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 709 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 710 | |
| 711 | // Tests the resize bilinear for minification (output dimensions smaller than input dimensions). |
| 712 | LayerTestResult<float, 4> ResizeBilinearMinTest( |
| 713 | armnn::IWorkloadFactory& workloadFactory, |
| 714 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 715 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 716 | |
| 717 | // Tests the resize bilinear for magnification (output dimensions bigger than input dimensions). |
| 718 | LayerTestResult<float, 4> ResizeBilinearMagTest( |
| 719 | armnn::IWorkloadFactory& workloadFactory, |
| 720 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 721 | const armnn::DataLayout dataLayout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 722 | |
| Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 723 | LayerTestResult<float, 2> Rsqrt2dTestCommon( |
| 724 | armnn::IWorkloadFactory& workloadFactory, |
| 725 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 726 | const armnn::TensorInfo inputTensorInfo, |
| 727 | const armnn::TensorInfo outputTensorInfo, |
| 728 | std::vector<float> inputValues, |
| 729 | std::vector<float> expectedOutputValues); |
| 730 | |
| 731 | LayerTestResult<float, 2> Rsqrt2dTest( |
| 732 | armnn::IWorkloadFactory& workloadFactory, |
| 733 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 734 | |
| 735 | LayerTestResult<float, 3> Rsqrt3dTest( |
| 736 | armnn::IWorkloadFactory& workloadFactory, |
| 737 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 738 | |
| 739 | LayerTestResult<float, 2> RsqrtZeroTest( |
| 740 | armnn::IWorkloadFactory& workloadFactory, |
| 741 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 742 | |
| 743 | LayerTestResult<float, 2> RsqrtNegativeTest( |
| 744 | armnn::IWorkloadFactory& workloadFactory, |
| 745 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 746 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 747 | LayerTestResult<float, 4> BatchNormTest( |
| 748 | armnn::IWorkloadFactory& workloadFactory, |
| 749 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 750 | |
| 751 | LayerTestResult<float, 4> BatchNormNhwcTest( |
| 752 | armnn::IWorkloadFactory& workloadFactory, |
| 753 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 754 | |
| 755 | LayerTestResult<float, 2> FakeQuantizationTest( |
| 756 | armnn::IWorkloadFactory& workloadFactory, |
| 757 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 758 | |
| 759 | LayerTestResult<float, 4> L2Normalization1dTest( |
| 760 | armnn::IWorkloadFactory& workloadFactory, |
| 761 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 762 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 763 | |
| 764 | LayerTestResult<float, 4> L2Normalization2dTest( |
| 765 | armnn::IWorkloadFactory& workloadFactory, |
| 766 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 767 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 768 | |
| 769 | LayerTestResult<float, 4> L2Normalization3dTest( |
| 770 | armnn::IWorkloadFactory& workloadFactory, |
| 771 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 772 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 773 | |
| 774 | LayerTestResult<float, 4> L2Normalization4dTest( |
| 775 | armnn::IWorkloadFactory& workloadFactory, |
| 776 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 777 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 778 | |
| 779 | LayerTestResult<float, 4> ConstantTest( |
| 780 | armnn::IWorkloadFactory& workloadFactory, |
| 781 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 782 | |
| Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 783 | LayerTestResult<uint8_t, 4> ConstantUint8SimpleQuantizationScaleNoOffsetTest( |
| 784 | armnn::IWorkloadFactory& workloadFactory, |
| 785 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 786 | |
| 787 | LayerTestResult<int16_t, 4> ConstantInt16SimpleQuantizationScaleNoOffsetTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 788 | armnn::IWorkloadFactory& workloadFactory, |
| 789 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 790 | |
| 791 | LayerTestResult<uint8_t, 4> BoundedReLuUint8Test( |
| 792 | armnn::IWorkloadFactory& workloadFactory, |
| 793 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 794 | float upperBound); |
| 795 | |
| 796 | LayerTestResult<uint8_t, 4> BoundedReLuUint8Test( |
| 797 | armnn::IWorkloadFactory& workloadFactory, |
| 798 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 799 | float upperBound, |
| 800 | float lowerBound); |
| 801 | |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame^] | 802 | template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 803 | LayerTestResult<T, 2> FullyConnectedTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 804 | armnn::IWorkloadFactory& workloadFactory, |
| 805 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 806 | bool biasEnabled); |
| 807 | |
| 808 | std::vector<LayerTestResult<uint8_t, 3>> SplitterUint8Test( |
| 809 | armnn::IWorkloadFactory& workloadFactory, |
| 810 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 811 | |
| 812 | LayerTestResult<uint8_t, 3> CopyViaSplitterUint8Test( |
| 813 | armnn::IWorkloadFactory& workloadFactory, |
| 814 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 815 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 816 | LayerTestResult<uint8_t, 3> ConcatUint8Test( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 817 | armnn::IWorkloadFactory& workloadFactory, |
| 818 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 819 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 820 | LayerTestResult<uint16_t, 3> ConcatUint16Test( |
| Jim Flynn | cbb66aa | 2019-05-15 13:03:54 +0100 | [diff] [blame] | 821 | armnn::IWorkloadFactory& workloadFactory, |
| 822 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 823 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 824 | LayerTestResult<uint8_t, 3> ConcatUint8DifferentQParamsTest( |
| Jim Flynn | cbb66aa | 2019-05-15 13:03:54 +0100 | [diff] [blame] | 825 | armnn::IWorkloadFactory& workloadFactory, |
| 826 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Ferran Balaguer | b284565 | 2019-02-27 09:42:06 +0000 | [diff] [blame] | 827 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 828 | LayerTestResult<uint8_t, 4> AdditionUint8Test( |
| 829 | armnn::IWorkloadFactory& workloadFactory, |
| 830 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 831 | |
| 832 | LayerTestResult<uint8_t, 4> AdditionBroadcast1ElementUint8Test( |
| 833 | armnn::IWorkloadFactory& workloadFactory, |
| 834 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 835 | |
| 836 | LayerTestResult<uint8_t, 4> AdditionBroadcastUint8Test( |
| 837 | armnn::IWorkloadFactory& workloadFactory, |
| 838 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 839 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 840 | LayerTestResult<int16_t, 4> AdditionInt16Test( |
| 841 | armnn::IWorkloadFactory& workloadFactory, |
| 842 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 843 | |
| 844 | LayerTestResult<int16_t, 4> AdditionBroadcastInt16Test( |
| 845 | armnn::IWorkloadFactory& workloadFactory, |
| 846 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 847 | |
| 848 | LayerTestResult<int16_t, 4> AdditionBroadcast1ElementInt16Test( |
| 849 | armnn::IWorkloadFactory& workloadFactory, |
| 850 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 851 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 852 | LayerTestResult<uint8_t, 4> SubtractionUint8Test( |
| 853 | armnn::IWorkloadFactory& workloadFactory, |
| 854 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 855 | |
| 856 | LayerTestResult<uint8_t, 4> SubtractionBroadcast1ElementUint8Test( |
| 857 | armnn::IWorkloadFactory& workloadFactory, |
| 858 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 859 | |
| 860 | LayerTestResult<uint8_t, 4> SubtractionBroadcastUint8Test( |
| 861 | armnn::IWorkloadFactory& workloadFactory, |
| 862 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 863 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 864 | LayerTestResult<int16_t, 4> SubtractionInt16Test( |
| 865 | armnn::IWorkloadFactory& workloadFactory, |
| 866 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 867 | |
| 868 | LayerTestResult<int16_t, 4> SubtractionBroadcast1ElementInt16Test( |
| 869 | armnn::IWorkloadFactory& workloadFactory, |
| 870 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 871 | |
| 872 | LayerTestResult<int16_t, 4> SubtractionBroadcastInt16Test( |
| 873 | armnn::IWorkloadFactory& workloadFactory, |
| 874 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 875 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 876 | LayerTestResult<uint8_t, 4> CompareActivationUint8Test( |
| 877 | armnn::IWorkloadFactory& workloadFactory, |
| 878 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 879 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 880 | armnn::ActivationFunction f); |
| 881 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 882 | LayerTestResult<int16_t, 4> CompareActivationInt16Test( |
| 883 | armnn::IWorkloadFactory& workloadFactory, |
| 884 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 885 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 886 | armnn::ActivationFunction f); |
| 887 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 888 | LayerTestResult<uint8_t, 2> CompareSoftmaxUint8Test( |
| 889 | armnn::IWorkloadFactory& workloadFactory, |
| 890 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 891 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 892 | float beta); |
| 893 | |
| 894 | LayerTestResult<uint8_t, 4> MultiplicationUint8Test( |
| 895 | armnn::IWorkloadFactory& workloadFactory, |
| 896 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 897 | |
| 898 | LayerTestResult<uint8_t, 4> MultiplicationBroadcast1ElementUint8Test( |
| 899 | armnn::IWorkloadFactory& workloadFactory, |
| 900 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 901 | |
| 902 | LayerTestResult<uint8_t, 4> MultiplicationBroadcast1DVectorUint8Test( |
| 903 | armnn::IWorkloadFactory& workloadFactory, |
| 904 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 905 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 906 | LayerTestResult<int16_t, 4> MultiplicationInt16Test( |
| 907 | armnn::IWorkloadFactory& workloadFactory, |
| 908 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 909 | |
| 910 | LayerTestResult<int16_t, 4> MultiplicationBroadcast1ElementInt16Test( |
| 911 | armnn::IWorkloadFactory& workloadFactory, |
| 912 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 913 | |
| 914 | LayerTestResult<int16_t, 4> MultiplicationBroadcast1DVectorInt16Test( |
| 915 | armnn::IWorkloadFactory& workloadFactory, |
| 916 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 917 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 918 | LayerTestResult<uint8_t, 4> DivisionUint8Test( |
| 919 | armnn::IWorkloadFactory& workloadFactory, |
| 920 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 921 | |
| 922 | LayerTestResult<uint8_t, 4> DivisionBroadcast1ElementUint8Test( |
| 923 | armnn::IWorkloadFactory& workloadFactory, |
| 924 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 925 | |
| 926 | LayerTestResult<uint8_t, 4> DivisionBroadcast1DVectorUint8Test( |
| 927 | armnn::IWorkloadFactory& workloadFactory, |
| 928 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 929 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 930 | LayerTestResult<int16_t, 4> DivisionInt16Test( |
| 931 | armnn::IWorkloadFactory& workloadFactory, |
| 932 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 933 | |
| 934 | LayerTestResult<int16_t, 4> DivisionBroadcast1ElementInt16Test( |
| 935 | armnn::IWorkloadFactory& workloadFactory, |
| 936 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 937 | |
| 938 | LayerTestResult<int16_t, 4> DivisionBroadcast1DVectorInt16Test( |
| 939 | armnn::IWorkloadFactory& workloadFactory, |
| 940 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 941 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 942 | LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test( |
| 943 | armnn::IWorkloadFactory& workloadFactory, |
| 944 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 945 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 946 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 947 | |
| 948 | LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test( |
| 949 | armnn::IWorkloadFactory& workloadFactory, |
| 950 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 951 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 952 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 953 | |
| Mike Kelly | 2f80f6e | 2019-05-16 12:41:34 +0100 | [diff] [blame] | 954 | LayerTestResult<int16_t, 4> SimpleConvolution2d3x5QSymm16Test( |
| 955 | armnn::IWorkloadFactory& workloadFactory, |
| 956 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 957 | bool biasEnabled, |
| 958 | const armnn::DataLayout layout); |
| 959 | |
| 960 | LayerTestResult<int16_t, 4> SimpleConvolution2d3x3QSymm16Test( |
| 961 | armnn::IWorkloadFactory& workloadFactory, |
| 962 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 963 | bool biasEnabled, |
| 964 | const armnn::DataLayout layout); |
| 965 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 966 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test( |
| 967 | armnn::IWorkloadFactory& workloadFactory, |
| 968 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 969 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 970 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 971 | |
| 972 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test( |
| 973 | armnn::IWorkloadFactory& workloadFactory, |
| 974 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 975 | bool biasEnabled, |
| Matthew Bentham | 8800c00 | 2018-11-19 13:19:28 +0000 | [diff] [blame] | 976 | const armnn::DataLayout layout); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 977 | |
| Ruomei Yan | 88d44b8 | 2019-05-23 14:29:06 +0100 | [diff] [blame] | 978 | LayerTestResult<int16_t, 4> DepthwiseConvolution2dInt16Test( |
| 979 | armnn::IWorkloadFactory& workloadFactory, |
| 980 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 981 | bool biasEnabled, |
| 982 | const armnn::DataLayout layout); |
| 983 | |
| 984 | LayerTestResult<int16_t, 4> DepthwiseConvolution2dDepthMul1Int16Test( |
| 985 | armnn::IWorkloadFactory& workloadFactory, |
| 986 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 987 | bool biasEnabled, |
| 988 | const armnn::DataLayout layout); |
| 989 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 990 | LayerTestResult<uint8_t, 4> ConstantLinearActivationUint8Test( |
| 991 | armnn::IWorkloadFactory& workloadFactory, |
| 992 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 993 | |
| Teresa Charlin | 18515e2 | 2019-04-24 10:17:46 +0100 | [diff] [blame] | 994 | LayerTestResult<int16_t, 4> ConstantLinearActivationInt16Test( |
| 995 | armnn::IWorkloadFactory& workloadFactory, |
| 996 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 997 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 998 | LayerTestResult<uint8_t, 4> ResizeBilinearNopUint8Test( |
| 999 | armnn::IWorkloadFactory& workloadFactory, |
| 1000 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1001 | |
| 1002 | LayerTestResult<uint8_t, 4> SimpleResizeBilinearUint8Test( |
| 1003 | armnn::IWorkloadFactory& workloadFactory, |
| 1004 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1005 | |
| 1006 | LayerTestResult<uint8_t, 4> ResizeBilinearSqMinUint8Test( |
| 1007 | armnn::IWorkloadFactory& workloadFactory, |
| 1008 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1009 | |
| 1010 | LayerTestResult<uint8_t, 4> ResizeBilinearMinUint8Test( |
| 1011 | armnn::IWorkloadFactory& workloadFactory, |
| 1012 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1013 | |
| 1014 | LayerTestResult<uint8_t, 4> ResizeBilinearMagUint8Test( |
| 1015 | armnn::IWorkloadFactory& workloadFactory, |
| 1016 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1017 | |
| 1018 | LayerTestResult<uint8_t, 4> BatchNormUint8Test( |
| 1019 | armnn::IWorkloadFactory& workloadFactory, |
| 1020 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1021 | |
| 1022 | LayerTestResult<uint8_t, 4> BatchNormUint8NhwcTest( |
| 1023 | armnn::IWorkloadFactory& workloadFactory, |
| 1024 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1025 | |
| Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 1026 | LayerTestResult<uint8_t, 4> ConstantUint8CustomQuantizationScaleAndOffsetTest( |
| 1027 | armnn::IWorkloadFactory& workloadFactory, |
| 1028 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1029 | |
| 1030 | LayerTestResult<int16_t, 4> ConstantInt16CustomQuantizationScaleAndOffsetTest( |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1031 | armnn::IWorkloadFactory& workloadFactory, |
| 1032 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1033 | |
| 1034 | LayerTestResult<uint8_t, 1> Concatenation1dUint8Test( |
| 1035 | armnn::IWorkloadFactory& workloadFactory, |
| 1036 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1037 | |
| 1038 | LayerTestResult<uint8_t, 2> Concatenation2dDim0Uint8Test( |
| 1039 | armnn::IWorkloadFactory& workloadFactory, |
| 1040 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1041 | |
| 1042 | LayerTestResult<uint8_t, 2> Concatenation2dDim1Uint8Test( |
| 1043 | armnn::IWorkloadFactory& workloadFactory, |
| 1044 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1045 | |
| 1046 | LayerTestResult<uint8_t, 2> Concatenation2dDim0DiffInputDimsUint8Test( |
| 1047 | armnn::IWorkloadFactory& workloadFactory, |
| 1048 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1049 | |
| 1050 | LayerTestResult<uint8_t, 2> Concatenation2dDim1DiffInputDimsUint8Test( |
| 1051 | armnn::IWorkloadFactory& workloadFactory, |
| 1052 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1053 | |
| 1054 | LayerTestResult<uint8_t, 3> Concatenation3dDim0Uint8Test( |
| 1055 | armnn::IWorkloadFactory& workloadFactory, |
| 1056 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1057 | |
| 1058 | LayerTestResult<uint8_t, 3> Concatenation3dDim1Uint8Test( |
| 1059 | armnn::IWorkloadFactory& workloadFactory, |
| 1060 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1061 | |
| 1062 | LayerTestResult<uint8_t, 3> Concatenation3dDim2Uint8Test( |
| 1063 | armnn::IWorkloadFactory& workloadFactory, |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1064 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1065 | bool useSubtensor); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1066 | |
| 1067 | LayerTestResult<uint8_t, 3> Concatenation3dDim0DiffInputDimsUint8Test( |
| 1068 | armnn::IWorkloadFactory& workloadFactory, |
| 1069 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1070 | |
| 1071 | LayerTestResult<uint8_t, 3> Concatenation3dDim1DiffInputDimsUint8Test( |
| 1072 | armnn::IWorkloadFactory& workloadFactory, |
| 1073 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1074 | |
| 1075 | LayerTestResult<uint8_t, 3> Concatenation3dDim2DiffInputDimsUint8Test( |
| 1076 | armnn::IWorkloadFactory& workloadFactory, |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 1077 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1078 | bool useSubtensor); |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1079 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1080 | LayerTestResult<uint8_t, 4> EqualSimpleTest( |
| FrancisMurtagh | 30cdfca | 2018-12-18 12:57:35 +0000 | [diff] [blame] | 1081 | armnn::IWorkloadFactory& workloadFactory, |
| 1082 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1083 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1084 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest( |
| FrancisMurtagh | 30cdfca | 2018-12-18 12:57:35 +0000 | [diff] [blame] | 1085 | armnn::IWorkloadFactory& workloadFactory, |
| 1086 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1087 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1088 | LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorTest( |
| FrancisMurtagh | 30cdfca | 2018-12-18 12:57:35 +0000 | [diff] [blame] | 1089 | armnn::IWorkloadFactory& workloadFactory, |
| 1090 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1091 | |
| 1092 | LayerTestResult<uint8_t, 4> EqualUint8Test( |
| 1093 | armnn::IWorkloadFactory& workloadFactory, |
| 1094 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1095 | |
| 1096 | LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test( |
| 1097 | armnn::IWorkloadFactory& workloadFactory, |
| 1098 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1099 | |
| 1100 | LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test( |
| 1101 | armnn::IWorkloadFactory& workloadFactory, |
| 1102 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1103 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1104 | LayerTestResult<uint8_t, 4> GreaterSimpleTest( |
| FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 1105 | armnn::IWorkloadFactory& workloadFactory, |
| 1106 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1107 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1108 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest( |
| FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 1109 | armnn::IWorkloadFactory& workloadFactory, |
| 1110 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1111 | |
| kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 1112 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorTest( |
| FrancisMurtagh | 878f023 | 2018-12-19 10:56:15 +0000 | [diff] [blame] | 1113 | armnn::IWorkloadFactory& workloadFactory, |
| 1114 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1115 | |
| 1116 | LayerTestResult<uint8_t, 4> GreaterUint8Test( |
| 1117 | armnn::IWorkloadFactory& workloadFactory, |
| 1118 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1119 | |
| 1120 | LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test( |
| 1121 | armnn::IWorkloadFactory& workloadFactory, |
| 1122 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1123 | |
| 1124 | LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test( |
| 1125 | armnn::IWorkloadFactory& workloadFactory, |
| 1126 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1127 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1128 | LayerTestResult<float, 2> FullyConnectedLargeTest( |
| 1129 | armnn::IWorkloadFactory& workloadFactory, |
| 1130 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1131 | bool transposeWeights); |
| 1132 | |
| 1133 | LayerTestResult<float, 4> SimplePermuteFloat32Test( |
| 1134 | armnn::IWorkloadFactory& workloadFactory, |
| 1135 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1136 | |
| 1137 | LayerTestResult<uint8_t, 4> SimplePermuteUint8Test( |
| 1138 | armnn::IWorkloadFactory& workloadFactory, |
| 1139 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1140 | |
| 1141 | LayerTestResult<uint8_t, 2> PadUint82dTest( |
| 1142 | armnn::IWorkloadFactory& workloadFactory, |
| 1143 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1144 | |
| 1145 | LayerTestResult<uint8_t, 3> PadUint83dTest( |
| 1146 | armnn::IWorkloadFactory& workloadFactory, |
| 1147 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1148 | |
| 1149 | LayerTestResult<uint8_t, 4> PadUint84dTest( |
| 1150 | armnn::IWorkloadFactory& workloadFactory, |
| 1151 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1152 | |
| 1153 | LayerTestResult<float, 2> PadFloat322dTest( |
| 1154 | armnn::IWorkloadFactory& workloadFactory, |
| 1155 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1156 | |
| 1157 | LayerTestResult<float, 3> PadFloat323dTest( |
| 1158 | armnn::IWorkloadFactory& workloadFactory, |
| 1159 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1160 | |
| 1161 | LayerTestResult<float, 4> PadFloat324dTest( |
| 1162 | armnn::IWorkloadFactory& workloadFactory, |
| 1163 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1164 | |
| 1165 | LayerTestResult<float, 4> PermuteFloat32ValueSet1Test( |
| 1166 | armnn::IWorkloadFactory& workloadFactory, |
| 1167 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1168 | |
| 1169 | LayerTestResult<float, 4> PermuteFloat32ValueSet2Test( |
| 1170 | armnn::IWorkloadFactory& workloadFactory, |
| 1171 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1172 | |
| 1173 | LayerTestResult<float, 4> PermuteFloat32ValueSet3Test( |
| 1174 | armnn::IWorkloadFactory& workloadFactory, |
| 1175 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1176 | |
| 1177 | LayerTestResult<float, 2> LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest( |
| 1178 | armnn::IWorkloadFactory& workloadFactory, |
| 1179 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1180 | |
| 1181 | LayerTestResult<float, 2> LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest( |
| 1182 | armnn::IWorkloadFactory& workloadFactory, |
| 1183 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1184 | |
| 1185 | LayerTestResult<float, 2> LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest( |
| 1186 | armnn::IWorkloadFactory& workloadFactory, |
| 1187 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1188 | |
| Conor Kennedy | b9971c9 | 2019-05-07 07:14:23 +0100 | [diff] [blame] | 1189 | LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionTest( |
| 1190 | armnn::IWorkloadFactory& workloadFactory, |
| 1191 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1192 | |
| 1193 | LayerTestResult<int16_t, 2> LstmLayerInt16WithCifgWithPeepholeNoProjectionTest( |
| 1194 | armnn::IWorkloadFactory& workloadFactory, |
| 1195 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1196 | |
| 1197 | LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgWithPeepholeWithProjectionTest( |
| 1198 | armnn::IWorkloadFactory& workloadFactory, |
| 1199 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1200 | |
| 1201 | LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest( |
| 1202 | armnn::IWorkloadFactory& workloadFactory, |
| 1203 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1204 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1205 | LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test( |
| 1206 | armnn::IWorkloadFactory& workloadFactory, |
| 1207 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1208 | |
| 1209 | LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test( |
| 1210 | armnn::IWorkloadFactory& workloadFactory, |
| 1211 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1212 | |
| Éanna Ó Catháin | de70558 | 2018-12-03 13:04:22 +0000 | [diff] [blame] | 1213 | LayerTestResult<float, 4> MaximumSimpleTest( |
| 1214 | armnn::IWorkloadFactory& workloadFactory, |
| 1215 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1216 | |
| 1217 | LayerTestResult<float, 4> MaximumBroadcast1ElementTest( |
| 1218 | armnn::IWorkloadFactory& workloadFactory, |
| 1219 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1220 | |
| 1221 | LayerTestResult<float, 4> MaximumBroadcast1DVectorTest( |
| 1222 | armnn::IWorkloadFactory& workloadFactory, |
| 1223 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1224 | |
| 1225 | LayerTestResult<uint8_t , 4> MaximumUint8Test( |
| 1226 | armnn::IWorkloadFactory& workloadFactory, |
| 1227 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1228 | |
| 1229 | LayerTestResult<uint8_t, 4> MaximumBroadcast1ElementUint8Test( |
| 1230 | armnn::IWorkloadFactory& workloadFactory, |
| 1231 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1232 | |
| 1233 | LayerTestResult<uint8_t, 4> MaximumBroadcast1DVectorUint8Test( |
| 1234 | armnn::IWorkloadFactory& workloadFactory, |
| 1235 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1236 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 1237 | LayerTestResult<int16_t , 4> MaximumInt16Test( |
| 1238 | armnn::IWorkloadFactory& workloadFactory, |
| 1239 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1240 | |
| 1241 | LayerTestResult<int16_t, 4> MaximumBroadcast1ElementInt16Test( |
| 1242 | armnn::IWorkloadFactory& workloadFactory, |
| 1243 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1244 | |
| 1245 | LayerTestResult<int16_t, 4> MaximumBroadcast1DVectorInt16Test( |
| 1246 | armnn::IWorkloadFactory& workloadFactory, |
| 1247 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1248 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1249 | LayerTestResult<uint8_t, 1> MeanUint8SimpleTest( |
| 1250 | armnn::IWorkloadFactory& workloadFactory, |
| 1251 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1252 | |
| 1253 | LayerTestResult<uint8_t, 3> MeanUint8SimpleAxisTest( |
| 1254 | armnn::IWorkloadFactory& workloadFactory, |
| 1255 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1256 | |
| 1257 | LayerTestResult<uint8_t, 4> MeanUint8KeepDimsTest( |
| 1258 | armnn::IWorkloadFactory& workloadFactory, |
| 1259 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1260 | |
| 1261 | LayerTestResult<uint8_t, 4> MeanUint8MultipleDimsTest( |
| 1262 | armnn::IWorkloadFactory& workloadFactory, |
| 1263 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1264 | |
| 1265 | LayerTestResult<uint8_t, 1> MeanVtsUint8Test( |
| 1266 | armnn::IWorkloadFactory& workloadFactory, |
| 1267 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1268 | |
| 1269 | LayerTestResult<float, 1> MeanFloatSimpleTest( |
| 1270 | armnn::IWorkloadFactory& workloadFactory, |
| 1271 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1272 | |
| 1273 | LayerTestResult<float, 3> MeanFloatSimpleAxisTest( |
| 1274 | armnn::IWorkloadFactory& workloadFactory, |
| 1275 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1276 | |
| 1277 | LayerTestResult<float, 4> MeanFloatKeepDimsTest( |
| 1278 | armnn::IWorkloadFactory& workloadFactory, |
| 1279 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1280 | |
| 1281 | LayerTestResult<float, 4> MeanFloatMultipleDimsTest( |
| 1282 | armnn::IWorkloadFactory& workloadFactory, |
| 1283 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1284 | |
| 1285 | LayerTestResult<float, 1> MeanVtsFloat1Test( |
| 1286 | armnn::IWorkloadFactory& workloadFactory, |
| 1287 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1288 | |
| 1289 | LayerTestResult<float, 3> MeanVtsFloat2Test( |
| 1290 | armnn::IWorkloadFactory& workloadFactory, |
| 1291 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1292 | |
| 1293 | LayerTestResult<float, 3> MeanVtsFloat3Test( |
| 1294 | armnn::IWorkloadFactory& workloadFactory, |
| 1295 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1296 | |
| Éanna Ó Catháin | 20e5880 | 2018-12-04 10:29:06 +0000 | [diff] [blame] | 1297 | LayerTestResult<float, 4> MinimumBroadcast1ElementTest1( |
| 1298 | armnn::IWorkloadFactory& workloadFactory, |
| 1299 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1300 | |
| 1301 | LayerTestResult<float, 4> MinimumBroadcast1ElementTest2( |
| 1302 | armnn::IWorkloadFactory& workloadFactory, |
| 1303 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1304 | |
| 1305 | LayerTestResult<uint8_t, 4> MinimumBroadcast1DVectorUint8Test( |
| 1306 | armnn::IWorkloadFactory & workloadFactory, |
| 1307 | const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager); |
| 1308 | |
| Sadik Armagan | 2999a02 | 2019-04-09 14:20:12 +0100 | [diff] [blame] | 1309 | LayerTestResult<int16_t , 4> MinimumInt16Test( |
| 1310 | armnn::IWorkloadFactory& workloadFactory, |
| 1311 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1312 | |
| 1313 | LayerTestResult<int16_t, 4> MinimumBroadcast1ElementInt16Test( |
| 1314 | armnn::IWorkloadFactory& workloadFactory, |
| 1315 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1316 | |
| 1317 | LayerTestResult<int16_t, 4> MinimumBroadcast1DVectorInt16Test( |
| 1318 | armnn::IWorkloadFactory& workloadFactory, |
| 1319 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1320 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1321 | LayerTestResult<float, 4> AdditionAfterMaxPoolTest( |
| 1322 | armnn::IWorkloadFactory& workloadFactory, |
| 1323 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1324 | |
| 1325 | LayerTestResult<float, 4> SpaceToBatchNdSimpleFloat32Test( |
| 1326 | armnn::IWorkloadFactory& workloadFactory, |
| 1327 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1328 | |
| 1329 | LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsFloat32Test( |
| 1330 | armnn::IWorkloadFactory& workloadFactory, |
| 1331 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1332 | |
| 1333 | LayerTestResult<float, 4> SpaceToBatchNdMultiBlockFloat32Test( |
| 1334 | armnn::IWorkloadFactory& workloadFactory, |
| 1335 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1336 | |
| 1337 | LayerTestResult<float, 4> SpaceToBatchNdPaddingFloat32Test( |
| 1338 | armnn::IWorkloadFactory& workloadFactory, |
| 1339 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1340 | |
| 1341 | LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleUint8Test( |
| 1342 | armnn::IWorkloadFactory& workloadFactory, |
| 1343 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1344 | |
| 1345 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsUint8Test( |
| 1346 | armnn::IWorkloadFactory& workloadFactory, |
| 1347 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1348 | |
| 1349 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockUint8Test( |
| 1350 | armnn::IWorkloadFactory& workloadFactory, |
| 1351 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1352 | |
| 1353 | LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingUint8Test( |
| 1354 | armnn::IWorkloadFactory& workloadFactory, |
| 1355 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1356 | |
| 1357 | LayerTestResult<float, 4> SpaceToBatchNdSimpleNHWCFloat32Test( |
| 1358 | armnn::IWorkloadFactory& workloadFactory, |
| 1359 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1360 | |
| 1361 | LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsNHWCFloat32Test( |
| 1362 | armnn::IWorkloadFactory& workloadFactory, |
| 1363 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1364 | |
| 1365 | LayerTestResult<float, 4> SpaceToBatchNdMultiBlockNHWCFloat32Test( |
| 1366 | armnn::IWorkloadFactory& workloadFactory, |
| 1367 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1368 | |
| 1369 | LayerTestResult<float, 4> SpaceToBatchNdPaddingNHWCFloat32Test( |
| 1370 | armnn::IWorkloadFactory& workloadFactory, |
| 1371 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1372 | |
| 1373 | LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleNHWCUint8Test( |
| 1374 | armnn::IWorkloadFactory& workloadFactory, |
| 1375 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1376 | |
| 1377 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsNHWCUint8Test( |
| 1378 | armnn::IWorkloadFactory& workloadFactory, |
| 1379 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1380 | |
| 1381 | LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockNHWCUint8Test( |
| 1382 | armnn::IWorkloadFactory& workloadFactory, |
| 1383 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1384 | |
| 1385 | LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingNHWCUint8Test( |
| 1386 | armnn::IWorkloadFactory& workloadFactory, |
| 1387 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1388 | |
| 1389 | LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test1( |
| 1390 | armnn::IWorkloadFactory& workloadFactory, |
| 1391 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1392 | |
| 1393 | LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test2( |
| 1394 | armnn::IWorkloadFactory& workloadFactory, |
| 1395 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1396 | |
| 1397 | LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test3( |
| 1398 | armnn::IWorkloadFactory& workloadFactory, |
| 1399 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1400 | |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1401 | LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test4( |
| 1402 | armnn::IWorkloadFactory& workloadFactory, |
| 1403 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1404 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1405 | LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test1( |
| 1406 | armnn::IWorkloadFactory &workloadFactory, |
| 1407 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1408 | |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1409 | LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test2( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1410 | armnn::IWorkloadFactory &workloadFactory, |
| 1411 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1412 | |
| 1413 | LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test3( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1414 | armnn::IWorkloadFactory &workloadFactory, |
| 1415 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1416 | |
| Aron Virginas-Tar | 5caf907 | 2018-11-14 18:35:18 +0000 | [diff] [blame] | 1417 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest1( |
| 1418 | armnn::IWorkloadFactory &workloadFactory, |
| 1419 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 1216b58 | 2018-11-23 15:33:41 +0000 | [diff] [blame] | 1420 | |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1421 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest2( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1422 | armnn::IWorkloadFactory &workloadFactory, |
| 1423 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1424 | |
| 1425 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest3( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1426 | armnn::IWorkloadFactory &workloadFactory, |
| 1427 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1428 | |
| 1429 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest1( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1430 | armnn::IWorkloadFactory &workloadFactory, |
| 1431 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1432 | |
| 1433 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest2( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1434 | armnn::IWorkloadFactory &workloadFactory, |
| 1435 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1436 | |
| 1437 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest3( |
| Nattapat Chaimanowong | 3ee1422 | 2019-02-27 10:28:09 +0000 | [diff] [blame] | 1438 | armnn::IWorkloadFactory &workloadFactory, |
| 1439 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1440 | |
| 1441 | LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest4( |
| 1442 | armnn::IWorkloadFactory &workloadFactory, |
| 1443 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 1444 | |
| Nattapat Chaimanowong | 1216b58 | 2018-11-23 15:33:41 +0000 | [diff] [blame] | 1445 | LayerTestResult<float, 4> StridedSlice4DFloat32Test( |
| 1446 | armnn::IWorkloadFactory& workloadFactory, |
| 1447 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1448 | |
| Nattapat Chaimanowong | 1216b58 | 2018-11-23 15:33:41 +0000 | [diff] [blame] | 1449 | LayerTestResult<float, 4> StridedSlice4DReverseFloat32Test( |
| 1450 | armnn::IWorkloadFactory& workloadFactory, |
| 1451 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1452 | |
| 1453 | LayerTestResult<float, 4> StridedSliceSimpleStrideFloat32Test( |
| 1454 | armnn::IWorkloadFactory& workloadFactory, |
| 1455 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1456 | |
| 1457 | LayerTestResult<float, 4> StridedSliceSimpleRangeMaskFloat32Test( |
| 1458 | armnn::IWorkloadFactory& workloadFactory, |
| 1459 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1460 | |
| 1461 | LayerTestResult<float, 2> StridedSliceShrinkAxisMaskFloat32Test( |
| 1462 | armnn::IWorkloadFactory& workloadFactory, |
| 1463 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1464 | |
| 1465 | LayerTestResult<float, 3> StridedSlice3DFloat32Test( |
| 1466 | armnn::IWorkloadFactory& workloadFactory, |
| 1467 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1468 | |
| 1469 | LayerTestResult<float, 3> StridedSlice3DReverseFloat32Test( |
| 1470 | armnn::IWorkloadFactory& workloadFactory, |
| 1471 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1472 | |
| 1473 | LayerTestResult<float, 2> StridedSlice2DFloat32Test( |
| 1474 | armnn::IWorkloadFactory& workloadFactory, |
| 1475 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1476 | |
| 1477 | LayerTestResult<float, 2> StridedSlice2DReverseFloat32Test( |
| 1478 | armnn::IWorkloadFactory& workloadFactory, |
| 1479 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1480 | |
| 1481 | LayerTestResult<uint8_t, 4> StridedSlice4DUint8Test( |
| 1482 | armnn::IWorkloadFactory& workloadFactory, |
| 1483 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1484 | |
| 1485 | LayerTestResult<uint8_t, 4> StridedSlice4DReverseUint8Test( |
| 1486 | armnn::IWorkloadFactory& workloadFactory, |
| 1487 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1488 | |
| 1489 | LayerTestResult<uint8_t, 4> StridedSliceSimpleStrideUint8Test( |
| 1490 | armnn::IWorkloadFactory& workloadFactory, |
| 1491 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1492 | |
| 1493 | LayerTestResult<uint8_t, 4> StridedSliceSimpleRangeMaskUint8Test( |
| 1494 | armnn::IWorkloadFactory& workloadFactory, |
| 1495 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1496 | |
| 1497 | LayerTestResult<uint8_t, 2> StridedSliceShrinkAxisMaskUint8Test( |
| 1498 | armnn::IWorkloadFactory& workloadFactory, |
| 1499 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1500 | |
| 1501 | LayerTestResult<uint8_t, 3> StridedSlice3DUint8Test( |
| 1502 | armnn::IWorkloadFactory& workloadFactory, |
| 1503 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1504 | |
| 1505 | LayerTestResult<uint8_t, 3> StridedSlice3DReverseUint8Test( |
| 1506 | armnn::IWorkloadFactory& workloadFactory, |
| 1507 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1508 | |
| 1509 | LayerTestResult<uint8_t, 2> StridedSlice2DUint8Test( |
| 1510 | armnn::IWorkloadFactory& workloadFactory, |
| 1511 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1512 | |
| 1513 | LayerTestResult<uint8_t, 2> StridedSlice2DReverseUint8Test( |
| 1514 | armnn::IWorkloadFactory& workloadFactory, |
| 1515 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1516 | |
| 1517 | LayerTestResult<float, 4> Debug4DFloat32Test( |
| 1518 | armnn::IWorkloadFactory& workloadFactory, |
| 1519 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1520 | |
| 1521 | LayerTestResult<float, 3> Debug3DFloat32Test( |
| 1522 | armnn::IWorkloadFactory& workloadFactory, |
| 1523 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1524 | |
| 1525 | LayerTestResult<float, 2> Debug2DFloat32Test( |
| 1526 | armnn::IWorkloadFactory& workloadFactory, |
| 1527 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1528 | |
| 1529 | LayerTestResult<float, 1> Debug1DFloat32Test( |
| 1530 | armnn::IWorkloadFactory& workloadFactory, |
| 1531 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1532 | |
| 1533 | LayerTestResult<uint8_t, 4> Debug4DUint8Test( |
| 1534 | armnn::IWorkloadFactory& workloadFactory, |
| 1535 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1536 | |
| 1537 | LayerTestResult<uint8_t, 3> Debug3DUint8Test( |
| 1538 | armnn::IWorkloadFactory& workloadFactory, |
| 1539 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1540 | |
| 1541 | LayerTestResult<uint8_t, 2> Debug2DUint8Test( |
| 1542 | armnn::IWorkloadFactory& workloadFactory, |
| 1543 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1544 | |
| 1545 | LayerTestResult<uint8_t, 1> Debug1DUint8Test( |
| 1546 | armnn::IWorkloadFactory& workloadFactory, |
| 1547 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 1548 | |
| 1549 | LayerTestResult<uint8_t, 4> PreCompiledConvolution2dTest( |
| 1550 | armnn::IWorkloadFactory& workloadFactory, |
| 1551 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1552 | |
| 1553 | LayerTestResult<uint8_t, 4> PreCompiledConvolution2dStride2x2Test( |
| 1554 | armnn::IWorkloadFactory& workloadFactory, |
| 1555 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1556 | |
| 1557 | LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dTest( |
| 1558 | armnn::IWorkloadFactory & workloadFactory, |
| 1559 | const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager); |
| 1560 | |
| 1561 | LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dStride2x2Test( |
| 1562 | armnn::IWorkloadFactory & workloadFactory, |
| 1563 | const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager); |
| 1564 | |
| 1565 | LayerTestResult<uint8_t, 4> PreCompiledMaxPooling2dTest( |
| 1566 | armnn::IWorkloadFactory& workloadFactory, |
| 1567 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1568 | |
| 1569 | LayerTestResult<float, 4> Debug4DFloat32Test( |
| 1570 | armnn::IWorkloadFactory& workloadFactory, |
| 1571 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1572 | |
| 1573 | LayerTestResult<float, 3> Debug3DFloat32Test( |
| 1574 | armnn::IWorkloadFactory& workloadFactory, |
| 1575 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1576 | |
| 1577 | LayerTestResult<float, 2> Debug2DFloat32Test( |
| 1578 | armnn::IWorkloadFactory& workloadFactory, |
| 1579 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1580 | |
| 1581 | LayerTestResult<float, 1> Debug1DFloat32Test( |
| 1582 | armnn::IWorkloadFactory& workloadFactory, |
| 1583 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1584 | |
| 1585 | LayerTestResult<uint8_t, 4> Debug4DUint8Test( |
| 1586 | armnn::IWorkloadFactory& workloadFactory, |
| 1587 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1588 | |
| 1589 | LayerTestResult<uint8_t, 3> Debug3DUint8Test( |
| 1590 | armnn::IWorkloadFactory& workloadFactory, |
| 1591 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1592 | |
| 1593 | LayerTestResult<uint8_t, 2> Debug2DUint8Test( |
| 1594 | armnn::IWorkloadFactory& workloadFactory, |
| 1595 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1596 | |
| 1597 | LayerTestResult<uint8_t, 1> Debug1DUint8Test( |
| 1598 | armnn::IWorkloadFactory& workloadFactory, |
| 1599 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| narpra01 | 4951d84 | 2019-01-18 16:53:53 +0000 | [diff] [blame] | 1600 | |
| 1601 | LayerTestResult<float, 1> Gather1DParamsFloatTest( |
| 1602 | armnn::IWorkloadFactory& workloadFactory, |
| 1603 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1604 | |
| 1605 | LayerTestResult<uint8_t, 1> Gather1DParamsUint8Test( |
| 1606 | armnn::IWorkloadFactory& workloadFactory, |
| 1607 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1608 | |
| 1609 | LayerTestResult<float, 2> GatherMultiDimParamsFloatTest( |
| 1610 | armnn::IWorkloadFactory& workloadFactory, |
| 1611 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1612 | |
| 1613 | LayerTestResult<uint8_t, 2> GatherMultiDimParamsUint8Test( |
| 1614 | armnn::IWorkloadFactory& workloadFactory, |
| 1615 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1616 | |
| 1617 | LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesFloatTest( |
| 1618 | armnn::IWorkloadFactory& workloadFactory, |
| 1619 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1620 | |
| 1621 | LayerTestResult<uint8_t, 4> GatherMultiDimParamsMultiDimIndicesUint8Test( |
| 1622 | armnn::IWorkloadFactory& workloadFactory, |
| 1623 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | 8a54ac0 | 2019-03-29 15:25:04 +0000 | [diff] [blame] | 1624 | |
| Nattapat Chaimanowong | afa4e3a | 2019-04-02 11:41:45 +0100 | [diff] [blame] | 1625 | LayerTestResult<float, 4> DequantizeSimpleUint8Test( |
| 1626 | armnn::IWorkloadFactory& workloadFactory, |
| 1627 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1628 | |
| 1629 | LayerTestResult<float, 4> DequantizeOffsetUint8Test( |
| 1630 | armnn::IWorkloadFactory& workloadFactory, |
| 1631 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1632 | |
| 1633 | LayerTestResult<float, 4> DequantizeSimpleInt16Test( |
| Nattapat Chaimanowong | 8a54ac0 | 2019-03-29 15:25:04 +0000 | [diff] [blame] | 1634 | armnn::IWorkloadFactory& workloadFactory, |
| 1635 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Nattapat Chaimanowong | a0beb3b | 2019-04-01 17:04:53 +0100 | [diff] [blame] | 1636 | |
| 1637 | LayerTestResult<uint8_t, 4> QuantizeSimpleUint8Test( |
| 1638 | armnn::IWorkloadFactory& workloadFactory, |
| 1639 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1640 | |
| 1641 | LayerTestResult<uint8_t, 4> QuantizeClampUint8Test( |
| 1642 | armnn::IWorkloadFactory& workloadFactory, |
| 1643 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| 1644 | |
| 1645 | LayerTestResult<int16_t, 4> QuantizeClampInt16Test( |
| 1646 | armnn::IWorkloadFactory& workloadFactory, |
| 1647 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager); |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame^] | 1648 | |
| 1649 | template<typename T, typename B> |
| 1650 | LayerTestResult<T, 2> SimpleFullyConnectedTestImpl( |
| 1651 | armnn::IWorkloadFactory& workloadFactory, |
| 1652 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1653 | armnn::TensorInfo inputTensorInfo, |
| 1654 | armnn::TensorInfo outputTensorInfo, |
| 1655 | armnn::TensorInfo weightsDesc, |
| 1656 | armnn::TensorInfo biasesDesc, |
| 1657 | boost::multi_array<T, 2>& weights, |
| 1658 | boost::multi_array<B, 1>& bias, |
| 1659 | boost::multi_array<T, 4>& input, |
| 1660 | bool biasEnabled, |
| 1661 | bool transposeWeights) |
| 1662 | { |
| 1663 | std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo); |
| 1664 | std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo); |
| 1665 | |
| 1666 | armnn::FullyConnectedQueueDescriptor data; |
| 1667 | armnn::WorkloadInfo info; |
| 1668 | armnn::ScopedCpuTensorHandle weightsTensor(weightsDesc); |
| 1669 | armnn::ScopedCpuTensorHandle biasTensor(biasesDesc); |
| 1670 | |
| 1671 | AllocateAndCopyDataToITensorHandle(&weightsTensor, &weights[0][0]); |
| 1672 | AllocateAndCopyDataToITensorHandle(&biasTensor, &bias[0]); |
| 1673 | |
| 1674 | AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get()); |
| 1675 | AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get()); |
| 1676 | data.m_Weight = &weightsTensor; |
| 1677 | data.m_Bias = &biasTensor; |
| 1678 | data.m_Parameters.m_BiasEnabled = biasEnabled; |
| 1679 | data.m_Parameters.m_TransposeWeightMatrix = transposeWeights; |
| 1680 | |
| 1681 | std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFullyConnected(data, info); |
| 1682 | LayerTestResult<T, 2> result(outputTensorInfo); |
| 1683 | |
| 1684 | inputHandle->Allocate(); |
| 1685 | outputHandle->Allocate(); |
| 1686 | CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]); |
| 1687 | |
| 1688 | ExecuteWorkload(*workload, memoryManager); |
| 1689 | |
| 1690 | CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get()); |
| 1691 | |
| 1692 | return result; |
| 1693 | } |
| 1694 | |
| 1695 | template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>> |
| 1696 | std::vector<T> ConvertToDataType(const std::vector<float>& input, |
| 1697 | const armnn::TensorInfo& inputTensorInfo) |
| 1698 | { |
| 1699 | std::vector<T> output(input.size()); |
| 1700 | auto outputTensorInfo = inputTensorInfo; |
| 1701 | outputTensorInfo.SetDataType(ArmnnType); |
| 1702 | |
| 1703 | std::unique_ptr<armnn::Encoder<float>> pOutputEncoder = armnn::MakeEncoder<float>(outputTensorInfo, output.data()); |
| 1704 | armnn::Encoder<float>& rOutputEncoder = *pOutputEncoder; |
| 1705 | |
| 1706 | for (auto it = input.begin(); it != input.end(); ++it) |
| 1707 | { |
| 1708 | rOutputEncoder.Set(*it); |
| 1709 | ++rOutputEncoder; |
| 1710 | } |
| 1711 | return output; |
| 1712 | } |
| 1713 | |
| 1714 | template<armnn::DataType ArmnnType, typename T> |
| 1715 | LayerTestResult<T, 2> FullyConnectedTest( |
| 1716 | armnn::IWorkloadFactory& workloadFactory, |
| 1717 | const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager, |
| 1718 | bool biasEnabled) |
| 1719 | { |
| 1720 | constexpr static unsigned int inputWidth = 3u; |
| 1721 | constexpr static unsigned int inputHeight = 2u; |
| 1722 | constexpr static unsigned int inputChannels = 1u; |
| 1723 | |
| 1724 | constexpr static unsigned int inputSize = inputWidth * inputHeight * inputChannels; |
| 1725 | |
| 1726 | constexpr static unsigned int outputChannels = 2u; |
| 1727 | |
| 1728 | armnn::TensorInfo inputTensorInfo({ 1, inputChannels, inputHeight, inputWidth }, ArmnnType); |
| 1729 | inputTensorInfo.SetQuantizationScale(0.1f); |
| 1730 | inputTensorInfo.SetQuantizationOffset(63); |
| 1731 | |
| 1732 | armnn::TensorInfo outputTensorInfo({ 1, outputChannels }, ArmnnType); |
| 1733 | outputTensorInfo.SetQuantizationScale(5.f); |
| 1734 | outputTensorInfo.SetQuantizationOffset(biasEnabled ? -50 : 10); |
| 1735 | |
| 1736 | armnn::TensorInfo weightsDesc({ outputChannels, inputSize }, ArmnnType); |
| 1737 | weightsDesc.SetQuantizationScale(0.2f); |
| 1738 | weightsDesc.SetQuantizationOffset(93); |
| 1739 | |
| 1740 | armnn::TensorInfo biasesDesc({ outputChannels }, GetBiasTypeFromWeightsType(weightsDesc.GetDataType()).value()); |
| 1741 | biasesDesc.SetQuantizationScale(inputTensorInfo.GetQuantizationScale() * weightsDesc.GetQuantizationScale()); |
| 1742 | biasesDesc.SetQuantizationOffset(0); |
| 1743 | |
| 1744 | LayerTestResult<T, 2> result(outputTensorInfo); |
| 1745 | |
| 1746 | auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>( |
| 1747 | { |
| 1748 | -1.2f, 6.1f, -3.5f, |
| 1749 | 18.8f, -5.5f, 2.9f |
| 1750 | }, |
| 1751 | inputTensorInfo)); |
| 1752 | |
| 1753 | auto weights = MakeTensor<T, 2>(weightsDesc, ConvertToDataType<ArmnnType>( |
| 1754 | { |
| 1755 | -8.4f, 20.0f, -10.4f, -8, 16.4f, -11.8f, |
| 1756 | 23.4f, 10.4f, -14.0f, -3.8f, -11.8f, 11.4f |
| 1757 | }, |
| 1758 | weightsDesc)); |
| 1759 | |
| 1760 | auto bias = MakeTensor<int32_t, 1>(biasesDesc, std::vector<int32_t>{9250, 67500}); |
| 1761 | |
| 1762 | result = SimpleFullyConnectedTestImpl<T>( |
| 1763 | workloadFactory, |
| 1764 | memoryManager, |
| 1765 | inputTensorInfo, outputTensorInfo, |
| 1766 | weightsDesc, biasesDesc, |
| 1767 | weights, bias, input, |
| 1768 | biasEnabled, true |
| 1769 | ); |
| 1770 | |
| 1771 | if (biasEnabled) |
| 1772 | { |
| 1773 | result.outputExpected = MakeTensor<T, 2>(outputTensorInfo, |
| 1774 | ConvertToDataType<ArmnnType>({80.f, 1460.f}, outputTensorInfo)); |
| 1775 | } |
| 1776 | else |
| 1777 | { |
| 1778 | result.outputExpected = MakeTensor<T, 2>(outputTensorInfo, |
| 1779 | ConvertToDataType<ArmnnType>({-107.04f, 110.f}, outputTensorInfo)); |
| 1780 | } |
| 1781 | |
| 1782 | return result; |
| 1783 | } |