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 | |
| 7 | #include "armnn/ArmNN.hpp" |
| 8 | #include "armnn/Tensor.hpp" |
arovir01 | 616e775 | 2018-10-01 17:08:59 +0100 | [diff] [blame] | 9 | #include "armnnUtils/Half.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
| 11 | #include <boost/multi_array.hpp> |
| 12 | #include <boost/assert.hpp> |
| 13 | #include <array> |
| 14 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 15 | // Layer callables. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 16 | |
| 17 | namespace armnn |
| 18 | { |
| 19 | class IWorkloadFactory; |
| 20 | } |
| 21 | |
| 22 | template <std::size_t n> |
| 23 | boost::array<unsigned int, n> GetTensorShapeAsArray(const armnn::TensorInfo& tensorInfo) |
| 24 | { |
| 25 | BOOST_ASSERT_MSG(n == tensorInfo.GetNumDimensions(), |
| 26 | "Attempting to construct a shape array of mismatching size"); |
| 27 | |
| 28 | boost::array<unsigned int, n> shape; |
| 29 | for (unsigned int i = 0; i < n; i++) |
| 30 | { |
| 31 | shape[i] = tensorInfo.GetShape()[i]; |
| 32 | } |
| 33 | return shape; |
| 34 | } |
| 35 | |
| 36 | template <typename T, std::size_t n> |
| 37 | struct LayerTestResult |
| 38 | { |
| 39 | LayerTestResult(const armnn::TensorInfo& outputInfo) |
| 40 | { |
| 41 | auto shape( GetTensorShapeAsArray<n>(outputInfo) ); |
| 42 | output.resize(shape); |
| 43 | outputExpected.resize(shape); |
| 44 | supported = true; |
| 45 | } |
| 46 | |
| 47 | boost::multi_array<T, n> output; |
| 48 | boost::multi_array<T, n> outputExpected; |
| 49 | bool supported; |
| 50 | }; |
| 51 | |
| 52 | LayerTestResult<float, 4> SimpleConvolution2d3x5Test(armnn::IWorkloadFactory& workloadFactory, |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 53 | bool biasEnabled); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 54 | |
| 55 | LayerTestResult<float, 4> SimpleConvolution2d3x3Test(armnn::IWorkloadFactory& workloadFactory, |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 56 | bool biasEnabled); |
| 57 | |
| 58 | LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest(armnn::IWorkloadFactory& workloadFactory, |
| 59 | bool biasEnabled); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 60 | |
| 61 | LayerTestResult<float, 4> |
| 62 | Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest(armnn::IWorkloadFactory& workloadFactory); |
| 63 | LayerTestResult<float, 4> Convolution2dAsymmetricPaddingTest(armnn::IWorkloadFactory& workloadFactory); |
| 64 | |
| 65 | |
| 66 | LayerTestResult<float, 4> Convolution1dTest(armnn::IWorkloadFactory& workloadFactory, bool biasEnabled); |
| 67 | LayerTestResult<uint8_t, 4> Convolution1dUint8Test(armnn::IWorkloadFactory& workloadFactory, bool biasEnabled); |
| 68 | |
| 69 | LayerTestResult<float, 4> DepthwiseConvolution2dTest(armnn::IWorkloadFactory& workloadFactory, bool biasEnabled); |
| 70 | |
Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 71 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthNhwcTest(armnn::IWorkloadFactory& workloadFactory, |
| 72 | bool biasEnabled); |
| 73 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 74 | LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul1Test(armnn::IWorkloadFactory& workloadFactory, |
| 75 | bool biasEnabled); |
| 76 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 77 | LayerTestResult<float, 4> DepthwiseConvolution2dAsymmetricTest(armnn::IWorkloadFactory& workloadFactory, |
| 78 | bool biasEnabled); |
| 79 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 80 | LayerTestResult<float, 4> SimpleMaxPooling2dSize2x2Stride2x2Test(armnn::IWorkloadFactory& workloadFactory, |
| 81 | bool forceNoPadding); |
| 82 | LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize2x2Stride2x2Uint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 83 | bool forceNoPadding); |
| 84 | LayerTestResult<float, 4> SimpleMaxPooling2dSize3x3Stride2x4Test(armnn::IWorkloadFactory& workloadFactory, |
| 85 | bool forceNoPadding); |
| 86 | LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize3x3Stride2x4Uint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 87 | bool forceNoPadding ); |
| 88 | LayerTestResult<float, 4> IgnorePaddingSimpleMaxPooling2dTest(armnn::IWorkloadFactory& workloadFactory); |
| 89 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleMaxPooling2dUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 90 | LayerTestResult<float, 4> IgnorePaddingMaxPooling2dSize3Test(armnn::IWorkloadFactory& workloadFactory); |
| 91 | LayerTestResult<uint8_t, 4> IgnorePaddingMaxPooling2dSize3Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 92 | |
| 93 | LayerTestResult<float, 4> SimpleAveragePooling2dTest(armnn::IWorkloadFactory& workloadFactory); |
Francis Murtagh | 043d0d0 | 2018-10-05 14:08:48 +0100 | [diff] [blame] | 94 | LayerTestResult<float, 4> SimpleAveragePooling2dNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 95 | LayerTestResult<uint8_t, 4> SimpleAveragePooling2dUint8Test(armnn::IWorkloadFactory& workloadFactory); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 96 | LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3x2Stride2x2Test(armnn::IWorkloadFactory& workloadFactory, |
| 97 | bool forceNoPadding); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 98 | LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dTest(armnn::IWorkloadFactory& workloadFactory); |
| 99 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 100 | LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingTest(armnn::IWorkloadFactory& workloadFactory); |
| 101 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test( |
| 102 | armnn::IWorkloadFactory& workloadFactory); |
| 103 | LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3Test(armnn::IWorkloadFactory& workloadFactory); |
| 104 | LayerTestResult<uint8_t, 4> IgnorePaddingAveragePooling2dSize3Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 105 | |
| 106 | LayerTestResult<float, 4> SimpleL2Pooling2dTest(armnn::IWorkloadFactory& workloadFactory); |
| 107 | LayerTestResult<uint8_t, 4> SimpleL2Pooling2dUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 108 | |
| 109 | LayerTestResult<float, 4> L2Pooling2dSize3Stride1Test(armnn::IWorkloadFactory& workloadFactory); |
| 110 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride1Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 111 | LayerTestResult<float, 4> L2Pooling2dSize3Stride3Test(armnn::IWorkloadFactory& workloadFactory); |
| 112 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride3Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 113 | LayerTestResult<float, 4> L2Pooling2dSize3Stride4Test(armnn::IWorkloadFactory& workloadFactory); |
| 114 | LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride4Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 115 | LayerTestResult<float, 4> L2Pooling2dSize7Test(armnn::IWorkloadFactory& workloadFactory); |
| 116 | LayerTestResult<uint8_t, 4> L2Pooling2dSize7Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 117 | LayerTestResult<float, 4> L2Pooling2dSize9Test(armnn::IWorkloadFactory& workloadFactory); |
| 118 | LayerTestResult<uint8_t, 4> L2Pooling2dSize9Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 119 | LayerTestResult<float, 4> LargeTensorsAveragePooling2dTest(armnn::IWorkloadFactory& workloadFactory); |
| 120 | LayerTestResult<uint8_t, 4> LargeTensorsAveragePooling2dUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 121 | |
| 122 | LayerTestResult<float, 4> IgnorePaddingSimpleL2Pooling2dTest(armnn::IWorkloadFactory& workloadFactory); |
| 123 | LayerTestResult<uint8_t, 4> IgnorePaddingSimpleL2Pooling2dUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 124 | LayerTestResult<float, 4> IgnorePaddingL2Pooling2dSize3Test(armnn::IWorkloadFactory& workloadFactory); |
| 125 | LayerTestResult<uint8_t, 4> IgnorePaddingL2Pooling2dSize3Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 126 | |
| 127 | LayerTestResult<float, 4> AsymmetricNonSquarePooling2dTest(armnn::IWorkloadFactory& workloadFactory); |
| 128 | LayerTestResult<uint8_t, 4> AsymmetricNonSquarePooling2dUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 129 | |
| 130 | LayerTestResult<float, 4> ComparePooling2dTest(armnn::IWorkloadFactory& workloadFactory, |
| 131 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 132 | armnn::PoolingAlgorithm poolingType); |
| 133 | LayerTestResult<uint8_t, 4> ComparePooling2dUint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 134 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 135 | armnn::PoolingAlgorithm poolingType); |
| 136 | |
| 137 | LayerTestResult<float, 4> ConstantLinearActivationTest(armnn::IWorkloadFactory& workloadFactory); |
| 138 | |
| 139 | LayerTestResult<float, 4> SimpleNormalizationAcrossTest(armnn::IWorkloadFactory& workloadFactory); |
| 140 | LayerTestResult<float, 4> SimpleNormalizationWithinTest(armnn::IWorkloadFactory& workloadFactory); |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 141 | LayerTestResult<float,4> SimpleNormalizationAcrossNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 142 | |
| 143 | LayerTestResult<float, 2> SimpleSoftmaxTest(armnn::IWorkloadFactory& workloadFactory, float beta); |
| 144 | LayerTestResult<uint8_t, 2> SimpleSoftmaxUint8Test(armnn::IWorkloadFactory& workloadFactory, float beta); |
| 145 | |
| 146 | LayerTestResult<float, 4> SimpleSigmoidTest(armnn::IWorkloadFactory& workloadFactory); |
| 147 | |
| 148 | LayerTestResult<float, 4> SimpleReshapeFloat32Test(armnn::IWorkloadFactory& workloadFactory); |
| 149 | LayerTestResult<uint8_t, 4> SimpleReshapeUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 150 | |
| 151 | LayerTestResult<float, 4> SimpleFloorTest(armnn::IWorkloadFactory& workloadFactory); |
| 152 | |
| 153 | LayerTestResult<float, 1> Concatenation1dTest(armnn::IWorkloadFactory& workloadFactory); |
| 154 | LayerTestResult<float, 2> Concatenation2dDim0Test(armnn::IWorkloadFactory& workloadFactory); |
| 155 | LayerTestResult<float, 2> Concatenation2dDim1Test(armnn::IWorkloadFactory& workloadFactory); |
| 156 | LayerTestResult<float, 2> Concatenation2dDim0DiffInputDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 157 | LayerTestResult<float, 2> Concatenation2dDim1DiffInputDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 158 | LayerTestResult<float, 3> Concatenation3dDim0Test(armnn::IWorkloadFactory& workloadFactory); |
| 159 | LayerTestResult<float, 3> Concatenation3dDim1Test(armnn::IWorkloadFactory& workloadFactory); |
| 160 | LayerTestResult<float, 3> Concatenation3dDim2Test(armnn::IWorkloadFactory& workloadFactory); |
| 161 | LayerTestResult<float, 3> Concatenation3dDim0DiffInputDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 162 | LayerTestResult<float, 3> Concatenation3dDim1DiffInputDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 163 | LayerTestResult<float, 3> Concatenation3dDim2DiffInputDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 164 | |
| 165 | LayerTestResult<uint8_t, 4> SimpleSigmoidUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 166 | |
| 167 | LayerTestResult<float, 4> CompareConvolution2dTest(armnn::IWorkloadFactory& workloadFactory, |
| 168 | armnn::IWorkloadFactory& refWorkloadFactory); |
| 169 | |
| 170 | template<typename T> |
| 171 | LayerTestResult<T, 4> CompareDepthwiseConvolution2dTest(armnn::IWorkloadFactory& workloadFactory, |
| 172 | armnn::IWorkloadFactory& refWorkloadFactory); |
| 173 | |
| 174 | LayerTestResult<float, 4> CompareNormalizationTest(armnn::IWorkloadFactory& workloadFactory, |
| 175 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 176 | armnn::NormalizationAlgorithmChannel normChannel, |
| 177 | armnn::NormalizationAlgorithmMethod normMethod); |
| 178 | |
| 179 | LayerTestResult<float, 2> CompareSoftmaxTest(armnn::IWorkloadFactory& workloadFactory, |
| 180 | armnn::IWorkloadFactory& refWorkloadFactory, float beta); |
| 181 | |
| 182 | LayerTestResult<float, 2> FullyConnectedFloat32Test(armnn::IWorkloadFactory& workloadFactory, |
| 183 | bool biasEnabled, |
| 184 | bool transposeWeights); |
| 185 | |
| 186 | std::vector<LayerTestResult<float, 3>> SplitterTest(armnn::IWorkloadFactory& workloadFactory); |
| 187 | LayerTestResult<float, 3> CopyViaSplitterTest(armnn::IWorkloadFactory& workloadFactory); |
| 188 | |
| 189 | LayerTestResult<float, 3> MergerTest(armnn::IWorkloadFactory& workloadFactory); |
| 190 | |
| 191 | LayerTestResult<float, 4> AdditionTest(armnn::IWorkloadFactory& workloadFactory); |
| 192 | LayerTestResult<float, 4> AdditionBroadcast1ElementTest(armnn::IWorkloadFactory& workloadFactory); |
| 193 | LayerTestResult<float, 4> AdditionBroadcastTest(armnn::IWorkloadFactory& workloadFactory); |
| 194 | |
| 195 | LayerTestResult<float, 4> CompareAdditionTest(armnn::IWorkloadFactory& workloadFactory, |
David Beck | f195f03 | 2018-09-06 16:46:34 +0100 | [diff] [blame] | 196 | armnn::IWorkloadFactory& refWorkloadFactory); |
| 197 | |
| 198 | LayerTestResult<float, 4> SubtractionTest(armnn::IWorkloadFactory& workloadFactory); |
| 199 | LayerTestResult<float, 4> SubtractionBroadcast1ElementTest(armnn::IWorkloadFactory& workloadFactory); |
| 200 | LayerTestResult<float, 4> SubtractionBroadcastTest(armnn::IWorkloadFactory& workloadFactory); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 201 | |
| 202 | LayerTestResult<float, 4> CompareActivationTest(armnn::IWorkloadFactory& workloadFactory, |
| 203 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 204 | armnn::ActivationFunction f, |
| 205 | unsigned int batchSize); |
| 206 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 207 | LayerTestResult<float, 4> DivisionTest(armnn::IWorkloadFactory& workloadFactory); |
Francis Murtagh | 8c5e3dc | 2018-08-30 17:18:37 +0100 | [diff] [blame] | 208 | LayerTestResult<float, 4> DivisionByZeroTest(armnn::IWorkloadFactory& workloadFactory); |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 209 | LayerTestResult<float, 4> DivisionBroadcast1ElementTest(armnn::IWorkloadFactory& workloadFactory); |
| 210 | LayerTestResult<float, 4> DivisionBroadcast1DVectorTest(armnn::IWorkloadFactory& workloadFactory); |
| 211 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 212 | LayerTestResult<float, 4> MultiplicationTest(armnn::IWorkloadFactory& workloadFactory); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 213 | LayerTestResult<float, 4> MultiplicationBroadcast1ElementTest(armnn::IWorkloadFactory& workloadFactory); |
| 214 | LayerTestResult<float, 4> MultiplicationBroadcast1DVectorTest(armnn::IWorkloadFactory& workloadFactory); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 215 | |
| 216 | LayerTestResult<float, 4> CompareMultiplicationTest(armnn::IWorkloadFactory& workloadFactory, |
| 217 | armnn::IWorkloadFactory& refWorkloadFactory); |
| 218 | |
| 219 | LayerTestResult<float, 4> BatchNormTest(armnn::IWorkloadFactory& workloadFactory); |
| 220 | |
| 221 | LayerTestResult<float, 4> CompareBatchNormTest(armnn::IWorkloadFactory& workloadFactory, |
| 222 | armnn::IWorkloadFactory& refWorkloadFactory); |
| 223 | |
| 224 | LayerTestResult<float, 4> BoundedReLuUpperAndLowerBoundTest(armnn::IWorkloadFactory& workloadFactory); |
| 225 | LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperAndLowerBoundTest(armnn::IWorkloadFactory& workloadFactory); |
| 226 | LayerTestResult<float, 4> BoundedReLuUpperBoundOnlyTest(armnn::IWorkloadFactory& workloadFactory); |
| 227 | LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperBoundOnlyTest(armnn::IWorkloadFactory& workloadFactory); |
| 228 | |
| 229 | LayerTestResult<float, 4> CompareBoundedReLuTest(armnn::IWorkloadFactory& workloadFactory, |
| 230 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 231 | float upperBound, |
| 232 | float lowerBound); |
| 233 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 234 | // Tests that the output should be identical to the input when the output dimensions match the input ones. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 235 | LayerTestResult<float, 4> ResizeBilinearNopTest(armnn::IWorkloadFactory& workloadFactory); |
| 236 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 237 | // Tests the behaviour of the resize bilinear operation when rescaling a 2x2 image into a 1x1 image. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 238 | LayerTestResult<float, 4> SimpleResizeBilinearTest(armnn::IWorkloadFactory& workloadFactory); |
| 239 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 240 | // Tests the resize bilinear for minification of a square input matrix (also: input dimensions are a |
| 241 | // multiple of output dimensions). |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 242 | LayerTestResult<float, 4> ResizeBilinearSqMinTest(armnn::IWorkloadFactory& workloadFactory); |
| 243 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 244 | // Tests the resize bilinear for minification (output dimensions smaller than input dimensions). |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 245 | LayerTestResult<float, 4> ResizeBilinearMinTest(armnn::IWorkloadFactory& workloadFactory); |
| 246 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 247 | // Tests the resize bilinear for magnification (output dimensions bigger than input dimensions). |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 248 | LayerTestResult<float, 4> ResizeBilinearMagTest(armnn::IWorkloadFactory& workloadFactory); |
| 249 | |
James Conroy | 074f371 | 2018-10-03 09:32:03 +0100 | [diff] [blame] | 250 | // Tests that execute Resize Bilinear with NHWC data layout |
| 251 | LayerTestResult<float, 4> ResizeBilinearNopNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 252 | LayerTestResult<float, 4> SimpleResizeBilinearNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 253 | LayerTestResult<float, 4> ResizeBilinearSqMinNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 254 | LayerTestResult<float, 4> ResizeBilinearMinNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 255 | LayerTestResult<float, 4> ResizeBilinearMagNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 256 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 257 | LayerTestResult<float, 4> BatchNormTest(armnn::IWorkloadFactory& workloadFactory); |
| 258 | |
| 259 | LayerTestResult<float, 2> FakeQuantizationTest(armnn::IWorkloadFactory& workloadFactory); |
| 260 | |
| 261 | LayerTestResult<float, 4> L2Normalization1dTest(armnn::IWorkloadFactory& workloadFactory); |
| 262 | LayerTestResult<float, 4> L2Normalization2dTest(armnn::IWorkloadFactory& workloadFactory); |
| 263 | LayerTestResult<float, 4> L2Normalization3dTest(armnn::IWorkloadFactory& workloadFactory); |
| 264 | LayerTestResult<float, 4> L2Normalization4dTest(armnn::IWorkloadFactory& workloadFactory); |
| 265 | |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 266 | LayerTestResult<float, 4> L2Normalization1dNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 267 | LayerTestResult<float, 4> L2Normalization2dNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 268 | LayerTestResult<float, 4> L2Normalization3dNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 269 | LayerTestResult<float, 4> L2Normalization4dNhwcTest(armnn::IWorkloadFactory& workloadFactory); |
| 270 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 271 | LayerTestResult<float, 4> ConstantTest(armnn::IWorkloadFactory& workloadFactory); |
| 272 | |
| 273 | LayerTestResult<uint8_t, 4> ConstantTestUint8(armnn::IWorkloadFactory& workloadFactory); |
| 274 | |
| 275 | LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(armnn::IWorkloadFactory& workloadFactory, float upperBound); |
| 276 | LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 277 | float upperBound, |
| 278 | float lowerBound); |
| 279 | |
| 280 | LayerTestResult<uint8_t, 2> FullyConnectedUint8Test(armnn::IWorkloadFactory& workloadFactory, bool biasEnabled); |
| 281 | |
| 282 | std::vector<LayerTestResult<uint8_t, 3>> SplitterUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 283 | LayerTestResult<uint8_t, 3> CopyViaSplitterUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 284 | |
| 285 | LayerTestResult<uint8_t, 3> MergerUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 286 | |
| 287 | LayerTestResult<uint8_t, 4> AdditionUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 288 | LayerTestResult<uint8_t, 4> AdditionBroadcast1ElementUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 289 | LayerTestResult<uint8_t, 4> AdditionBroadcastUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 290 | |
David Beck | f195f03 | 2018-09-06 16:46:34 +0100 | [diff] [blame] | 291 | LayerTestResult<uint8_t, 4> SubtractionUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 292 | LayerTestResult<uint8_t, 4> SubtractionBroadcast1ElementUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 293 | LayerTestResult<uint8_t, 4> SubtractionBroadcastUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 294 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 295 | LayerTestResult<uint8_t, 4> CompareActivationUint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 296 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 297 | armnn::ActivationFunction f); |
| 298 | |
| 299 | LayerTestResult<uint8_t, 2> CompareSoftmaxUint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 300 | armnn::IWorkloadFactory& refWorkloadFactory, |
| 301 | float beta); |
| 302 | |
| 303 | LayerTestResult<uint8_t, 4> MultiplicationUint8Test(armnn::IWorkloadFactory& workloadFactory); |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 304 | LayerTestResult<uint8_t, 4> MultiplicationBroadcast1ElementUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 305 | LayerTestResult<uint8_t, 4> MultiplicationBroadcast1DVectorUint8Test(armnn::IWorkloadFactory& workloadFactory); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 306 | |
David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 307 | LayerTestResult<uint8_t, 4> DivisionUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 308 | LayerTestResult<uint8_t, 4> DivisionBroadcast1ElementUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 309 | LayerTestResult<uint8_t, 4> DivisionBroadcast1DVectorUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 310 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 311 | LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 312 | bool biasEnabled); |
| 313 | |
| 314 | LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 315 | bool biasEnabled); |
| 316 | |
| 317 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 318 | bool biasEnabled); |
| 319 | |
| 320 | LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test(armnn::IWorkloadFactory& workloadFactory, |
| 321 | bool biasEnabled); |
| 322 | |
| 323 | LayerTestResult<uint8_t, 4> ConstantLinearActivationUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 324 | |
| 325 | LayerTestResult<uint8_t, 4> ResizeBilinearNopUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 326 | LayerTestResult<uint8_t, 4> SimpleResizeBilinearUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 327 | LayerTestResult<uint8_t, 4> ResizeBilinearSqMinUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 328 | LayerTestResult<uint8_t, 4> ResizeBilinearMinUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 329 | LayerTestResult<uint8_t, 4> ResizeBilinearMagUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 330 | |
| 331 | LayerTestResult<uint8_t, 4> BatchNormUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 332 | |
| 333 | LayerTestResult<uint8_t, 4> ConstantUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 334 | |
| 335 | LayerTestResult<uint8_t, 1> Concatenation1dUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 336 | LayerTestResult<uint8_t, 2> Concatenation2dDim0Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 337 | LayerTestResult<uint8_t, 2> Concatenation2dDim1Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 338 | LayerTestResult<uint8_t, 2> Concatenation2dDim0DiffInputDimsUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 339 | LayerTestResult<uint8_t, 2> Concatenation2dDim1DiffInputDimsUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 340 | LayerTestResult<uint8_t, 3> Concatenation3dDim0Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 341 | LayerTestResult<uint8_t, 3> Concatenation3dDim1Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 342 | LayerTestResult<uint8_t, 3> Concatenation3dDim2Uint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 343 | LayerTestResult<uint8_t, 3> Concatenation3dDim0DiffInputDimsUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 344 | LayerTestResult<uint8_t, 3> Concatenation3dDim1DiffInputDimsUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 345 | LayerTestResult<uint8_t, 3> Concatenation3dDim2DiffInputDimsUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 346 | |
| 347 | |
| 348 | LayerTestResult<float, 2> FullyConnectedLargeTest(armnn::IWorkloadFactory& workloadFactory, |
| 349 | bool transposeWeights); |
| 350 | LayerTestResult<float, 4> SimplePermuteFloat32Test(armnn::IWorkloadFactory& workloadFactory); |
| 351 | LayerTestResult<uint8_t, 4> SimplePermuteUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 352 | |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 353 | LayerTestResult<float, 2> Pad2dTest(armnn::IWorkloadFactory& workloadFactory); |
| 354 | LayerTestResult<float, 3> Pad3dTest(armnn::IWorkloadFactory& workloadFactory); |
| 355 | LayerTestResult<float, 4> Pad4dTest(armnn::IWorkloadFactory& workloadFactory); |
| 356 | |
| 357 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 358 | LayerTestResult<float, 4> PermuteFloat32ValueSet1Test(armnn::IWorkloadFactory& workloadFactory); |
| 359 | LayerTestResult<float, 4> PermuteFloat32ValueSet2Test(armnn::IWorkloadFactory& workloadFactory); |
| 360 | LayerTestResult<float, 4> PermuteFloat32ValueSet3Test(armnn::IWorkloadFactory& workloadFactory); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 361 | |
| 362 | LayerTestResult<float, 2> LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest |
| 363 | (armnn::IWorkloadFactory& workloadFactory); |
| 364 | LayerTestResult<float, 2> |
| 365 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(armnn::IWorkloadFactory& workloadFactory); |
| 366 | LayerTestResult<float, 2> |
| 367 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(armnn::IWorkloadFactory& workloadFactory); |
| 368 | |
| 369 | LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test(armnn::IWorkloadFactory& workloadFactory); |
| 370 | LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test(armnn::IWorkloadFactory& workloadFactory); |
narpra01 | 1e4c31d | 2018-09-28 11:07:51 +0100 | [diff] [blame] | 371 | |
| 372 | |
| 373 | LayerTestResult<uint8_t, 1> MeanUint8SimpleTest(armnn::IWorkloadFactory& workloadFactory); |
| 374 | LayerTestResult<uint8_t, 3> MeanUint8SimpleAxisTest(armnn::IWorkloadFactory& workloadFactory); |
| 375 | LayerTestResult<uint8_t, 4> MeanUint8KeepDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 376 | LayerTestResult<uint8_t, 4> MeanUint8MultipleDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 377 | LayerTestResult<uint8_t, 1> MeanVtsUint8Test(armnn::IWorkloadFactory& workloadFactory); |
| 378 | LayerTestResult<float, 1> MeanFloatSimpleTest(armnn::IWorkloadFactory& workloadFactory); |
| 379 | LayerTestResult<float, 3> MeanFloatSimpleAxisTest(armnn::IWorkloadFactory& workloadFactory); |
| 380 | LayerTestResult<float, 4> MeanFloatKeepDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 381 | LayerTestResult<float, 4> MeanFloatMultipleDimsTest(armnn::IWorkloadFactory& workloadFactory); |
| 382 | LayerTestResult<float, 1> MeanVtsFloat1Test(armnn::IWorkloadFactory& workloadFactory); |
| 383 | LayerTestResult<float, 3> MeanVtsFloat2Test(armnn::IWorkloadFactory& workloadFactory); |
Éanna Ó Catháin | 47c1ddb | 2018-10-12 14:24:13 +0100 | [diff] [blame] | 384 | LayerTestResult<float, 4> AdditionAfterMaxPoolTest(armnn::IWorkloadFactory& workloadFactory); |