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 | // |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 5 | |
| 6 | #include "ClContextControlFixture.hpp" |
| 7 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 8 | #include "test/TensorHelpers.hpp" |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 9 | #include "test/UnitTests.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
David Beck | b4540be | 2018-09-24 13:18:27 +0100 | [diff] [blame] | 11 | #include <backends/CpuTensorHandle.hpp> |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 12 | #include <backends/cl/ClLayerSupport.hpp> |
David Beck | ac42efd | 2018-09-26 17:41:13 +0100 | [diff] [blame] | 13 | #include <backends/cl/ClWorkloadFactory.hpp> |
| 14 | #include <backends/cl/workloads/ClWorkloadUtils.hpp> |
David Beck | b4540be | 2018-09-24 13:18:27 +0100 | [diff] [blame] | 15 | #include <backends/reference/RefWorkloadFactory.hpp> |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 16 | #include <backends/test/ActivationFixture.hpp> |
| 17 | #include <backends/test/LayerTests.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | |
| 19 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 20 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 21 | |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 22 | #include <boost/test/unit_test.hpp> |
| 23 | |
| 24 | #include <iostream> |
| 25 | #include <string> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 27 | BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 28 | using FactoryType = armnn::ClWorkloadFactory; |
| 29 | |
| 30 | // ============================================================================ |
| 31 | // UNIT tests |
| 32 | |
| 33 | // Activation |
| 34 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 35 | |
| 36 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 37 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| 38 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 39 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 40 | |
| 41 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 42 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| 43 | |
| 44 | // Fully Connected |
| 45 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 46 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 47 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
Matthew Bentham | ab8cdc1 | 2018-09-17 11:17:41 +0100 | [diff] [blame] | 48 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedUint8Test, false) |
| 49 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedUint8Test, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 50 | |
| 51 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 52 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
| 53 | |
| 54 | // Convolution |
| 55 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 56 | |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 57 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW) |
| 58 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame^] | 59 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW) |
| 60 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 61 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW) |
| 62 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC) |
| 63 | |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame^] | 64 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW) |
| 65 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW) |
| 66 | |
| 67 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 68 | |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 69 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
| 70 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 71 | // Depthwise Convolution |
| 72 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, DepthwiseConvolution2dDepthMul1Test, true) |
Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 73 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 74 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, DepthwiseConvolution2dDepthMul1Test, false) |
| 75 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, DepthwiseConvolution2dDepthMul1Uint8Test, true) |
| 76 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, DepthwiseConvolution2dDepthMul1Uint8Test, false) |
| 77 | |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 78 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, DepthwiseConvolution2dAsymmetricTest, true) |
| 79 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, DepthwiseConvolution2dAsymmetricTest, false) |
| 80 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 81 | // Softmax |
| 82 | BOOST_AUTO_TEST_CASE(Softmax4dSupport) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 83 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 84 | const unsigned int numDimensions = 4u; |
| 85 | std::array<unsigned int, numDimensions> dimensionSizes; |
| 86 | dimensionSizes.fill(1u); |
| 87 | |
| 88 | const armnn::TensorInfo inputInfo(numDimensions, &dimensionSizes.front(), armnn::DataType::Float32); |
| 89 | const armnn::TensorInfo outputInfo(numDimensions, &dimensionSizes.front(), armnn::DataType::Float32); |
| 90 | |
| 91 | // 4D Softmax should be reported as unsupported on the CL backend |
Aron Virginas-Tar | bcf9f16 | 2018-10-15 11:47:37 +0100 | [diff] [blame] | 92 | armnn::ClLayerSupport layerSupport; |
| 93 | BOOST_TEST(!layerSupport.IsSoftmaxSupported(inputInfo, outputInfo, armnn::SoftmaxDescriptor())); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 94 | } |
| 95 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 96 | // Splitter |
| 97 | ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest) |
| 98 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 99 | |
| 100 | ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest) |
| 101 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| 102 | |
| 103 | // Merger |
| 104 | ARMNN_AUTO_TEST_CASE(SimpleMerger, MergerTest) |
| 105 | ARMNN_AUTO_TEST_CASE(MergerUint8, MergerUint8Test) |
| 106 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 107 | // Normalization |
| 108 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 109 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 110 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| 111 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 112 | // Pooling |
| 113 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 114 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
| 115 | |
| 116 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 117 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 118 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 119 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 120 | |
| 121 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 122 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 123 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 124 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 125 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 126 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 127 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
| 128 | |
| 129 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 130 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 131 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 132 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 133 | |
| 134 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest) |
Francis Murtagh | 043d0d0 | 2018-10-05 14:08:48 +0100 | [diff] [blame] | 135 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dNhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 136 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 137 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 138 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 139 | false) |
| 140 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 141 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 142 | true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 143 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 144 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| 145 | |
| 146 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest) |
| 147 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test) |
| 148 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 149 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 150 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 151 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 152 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 153 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 154 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 155 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 156 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 157 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| 158 | |
| 159 | // Add |
| 160 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
| 161 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 162 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
| 163 | |
| 164 | ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test) |
| 165 | ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| 166 | ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
| 167 | |
| 168 | // Sub |
| 169 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
| 170 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 171 | // Div |
| 172 | ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 173 | ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest) |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 174 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| 175 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 176 | // NOTE: quantized division is not supported by CL and not required by the |
| 177 | // android NN api |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 178 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 179 | // Mul |
| 180 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 181 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 182 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
Matthew Bentham | e2ec330 | 2018-10-01 11:32:48 +0100 | [diff] [blame] | 183 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| 184 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 185 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 186 | |
| 187 | // Batch Norm |
| 188 | ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest) |
Nikhil Raj | d134093 | 2018-10-18 14:27:50 +0100 | [diff] [blame] | 189 | ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 190 | |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 191 | // L2 Normalization |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 192 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest) |
| 193 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest) |
| 194 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest) |
| 195 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest) |
| 196 | |
Matteo Martincigh | b63973e | 2018-10-16 16:23:33 +0100 | [diff] [blame] | 197 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dNhwcTest) |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 198 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dNhwcTest) |
| 199 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dNhwcTest) |
| 200 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dNhwcTest) |
| 201 | |
James Conroy | 074f371 | 2018-10-03 09:32:03 +0100 | [diff] [blame] | 202 | // Resize Bilinear - NCHW data layout |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 203 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest) |
James Conroy | 074f371 | 2018-10-03 09:32:03 +0100 | [diff] [blame] | 204 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 205 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest) |
| 206 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest) |
| 207 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest) |
| 208 | |
James Conroy | 074f371 | 2018-10-03 09:32:03 +0100 | [diff] [blame] | 209 | // Resize Bilinear - NHWC data layout |
| 210 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, ResizeBilinearNopNhwcTest) |
| 211 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, SimpleResizeBilinearNhwcTest) |
| 212 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, ResizeBilinearSqMinNhwcTest) |
| 213 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, ResizeBilinearMinNhwcTest) |
| 214 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, ResizeBilinearMagNhwcTest) |
| 215 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 216 | // Constant |
| 217 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
| 218 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantTestUint8) |
| 219 | |
| 220 | // Concat |
| 221 | ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest) |
| 222 | ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test) |
| 223 | |
| 224 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test) |
| 225 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test) |
| 226 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test) |
| 227 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test) |
| 228 | |
| 229 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest) |
| 230 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test) |
| 231 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest) |
| 232 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test) |
| 233 | |
| 234 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test) |
| 235 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test) |
| 236 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test) |
| 237 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test) |
| 238 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test) |
| 239 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test) |
| 240 | |
| 241 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest) |
| 242 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test) |
| 243 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest) |
| 244 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test) |
| 245 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest) |
| 246 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test) |
| 247 | |
| 248 | // Floor |
| 249 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest) |
| 250 | |
| 251 | // Reshape |
| 252 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeFloat32Test) |
| 253 | ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeUint8Test) |
| 254 | |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 255 | // Pad |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 256 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
| 257 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 258 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 259 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 260 | // Permute |
| 261 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteFloat32Test) |
| 262 | ARMNN_AUTO_TEST_CASE(SimplePermuteUint8, SimplePermuteUint8Test) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 263 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1, PermuteFloat32ValueSet1Test) |
| 264 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2, PermuteFloat32ValueSet2Test) |
| 265 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3, PermuteFloat32ValueSet3Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 266 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 267 | // Lstm |
| 268 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 269 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 270 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 271 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 272 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 273 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 274 | |
| 275 | // Convert from Float16 to Float32 |
| 276 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| 277 | // Convert from Float32 to Float16 |
| 278 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| 279 | |
Éanna Ó Catháin | 47c1ddb | 2018-10-12 14:24:13 +0100 | [diff] [blame] | 280 | ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
| 281 | |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 282 | // Mean |
| 283 | ARMNN_AUTO_TEST_CASE(MeanUint8Simple, MeanUint8SimpleTest) |
| 284 | ARMNN_AUTO_TEST_CASE(MeanUint8SimpleAxis, MeanUint8SimpleAxisTest) |
| 285 | ARMNN_AUTO_TEST_CASE(MeanUint8KeepDims, MeanUint8KeepDimsTest) |
| 286 | ARMNN_AUTO_TEST_CASE(MeanUint8MultipleDims, MeanUint8MultipleDimsTest) |
| 287 | ARMNN_AUTO_TEST_CASE(MeanVtsUint8, MeanVtsUint8Test) |
| 288 | |
| 289 | ARMNN_AUTO_TEST_CASE(MeanFloatSimple, MeanFloatSimpleTest) |
| 290 | ARMNN_AUTO_TEST_CASE(MeanFloatSimpleAxis, MeanFloatSimpleAxisTest) |
| 291 | ARMNN_AUTO_TEST_CASE(MeanFloatKeepDims, MeanFloatKeepDimsTest) |
| 292 | ARMNN_AUTO_TEST_CASE(MeanFloatMultipleDims, MeanFloatMultipleDimsTest) |
| 293 | ARMNN_AUTO_TEST_CASE(MeanVtsFloat1, MeanVtsFloat1Test) |
| 294 | ARMNN_AUTO_TEST_CASE(MeanVtsFloat2, MeanVtsFloat2Test) |
| 295 | ARMNN_AUTO_TEST_CASE(MeanVtsFloat3, MeanVtsFloat3Test) |
| 296 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 297 | // ============================================================================ |
| 298 | // COMPARE tests |
| 299 | |
| 300 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| 301 | |
| 302 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, CompareDepthwiseConvolution2dTest<float>) |
| 303 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, CompareDepthwiseConvolution2dTest<uint8_t>) |
| 304 | |
| 305 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
| 306 | armnn::NormalizationAlgorithmChannel::Within, |
| 307 | armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| 308 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
| 309 | armnn::NormalizationAlgorithmChannel::Across, |
| 310 | armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| 311 | |
| 312 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 313 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 314 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f) |
| 315 | |
| 316 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Max) |
| 317 | |
| 318 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Average) |
| 319 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
| 320 | armnn::PoolingAlgorithm::Average) |
| 321 | |
| 322 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::L2) |
| 323 | |
| 324 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| 325 | |
| 326 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest) |
| 327 | |
| 328 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| 329 | |
| 330 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 331 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| 332 | |
| 333 | // ============================================================================ |
| 334 | // FIXTURE tests |
| 335 | |
| 336 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
| 337 | CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u) |
| 338 | |
| 339 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
| 340 | CompareActivationTest, armnn::ActivationFunction::TanH, 5u) |
| 341 | |
| 342 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
| 343 | CompareActivationTest, armnn::ActivationFunction::Linear, 5u) |
| 344 | |
| 345 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
| 346 | CompareActivationTest, armnn::ActivationFunction::ReLu, 5u) |
| 347 | |
| 348 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
| 349 | CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u) |
| 350 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
| 351 | CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu) |
| 352 | |
| 353 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
| 354 | CompareActivationTest, armnn::ActivationFunction::SoftReLu, 5u) |
| 355 | |
| 356 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
| 357 | CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u) |
| 358 | |
| 359 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
| 360 | CompareActivationTest, armnn::ActivationFunction::Abs, 5u) |
| 361 | |
| 362 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
| 363 | CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u) |
| 364 | |
| 365 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
| 366 | CompareActivationTest, armnn::ActivationFunction::Square, 5u) |
| 367 | |
| 368 | BOOST_AUTO_TEST_SUITE_END() |