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 | // |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 5 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 6 | #include "NeonWorkloadFactoryHelper.hpp" |
| 7 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 8 | #include <test/TensorHelpers.hpp> |
| 9 | #include <test/UnitTests.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 11 | #include <backendsCommon/CpuTensorHandle.hpp> |
| 12 | #include <neon/NeonLayerSupport.hpp> |
| 13 | #include <neon/NeonWorkloadFactory.hpp> |
| 14 | #include <reference/RefWorkloadFactory.hpp> |
| 15 | #include <backendsCommon/test/ActivationFixture.hpp> |
| 16 | #include <backendsCommon/test/LayerTests.hpp> |
Narumol Prangnawarat | 86bb4e1 | 2019-07-08 11:36:05 +0100 | [diff] [blame] | 17 | #include <backendsCommon/test/PermuteTestImpl.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 18 | #include <backendsCommon/test/TensorCopyUtils.hpp> |
| 19 | #include <backendsCommon/test/WorkloadTestUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 21 | #include <boost/test/unit_test.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | |
| 23 | BOOST_AUTO_TEST_SUITE(Compute_ArmComputeNeon) |
| 24 | using FactoryType = armnn::NeonWorkloadFactory; |
| 25 | |
| 26 | // ============================================================================ |
| 27 | // UNIT tests |
| 28 | |
| 29 | // Convolution |
| 30 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 31 | |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 32 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW) |
| 33 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 34 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW) |
| 35 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 36 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW) |
| 37 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC) |
Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 38 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, |
| 39 | SimpleConvolution2d3x3Stride2x2Test, false, armnn::DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 40 | |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 41 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW) |
| 42 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW) |
| 43 | |
| 44 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC) |
| 45 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| 46 | Convolution2dAsymmetricPaddingTest, |
| 47 | armnn::DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 48 | |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 49 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 50 | |
| 51 | // Depthwise Convolution |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 52 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
| 53 | DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW) |
| 54 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
| 55 | DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW) |
| 56 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
| 57 | DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW) |
| 58 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
| 59 | DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW) |
| 60 | |
| 61 | // NHWC Depthwise Convolution |
| 62 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1NHhwc, |
| 63 | DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC) |
| 64 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
| 65 | DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC) |
| 66 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| 67 | DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC) |
| 68 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| 69 | DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC) |
| 70 | |
Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 71 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 72 | ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| 73 | SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 74 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 75 | |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 76 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
| 77 | DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW) |
| 78 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
| 79 | DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW) |
| 80 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
| 81 | DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC) |
| 82 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
| 83 | DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 84 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 85 | namespace |
| 86 | { |
| 87 | |
| 88 | armnn::DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY, |
| 89 | uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0, |
| 90 | uint32_t padTop = 0, uint32_t padBottom = 0) |
| 91 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 92 | boost::ignore_unused(depthMultiplier); |
| 93 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 94 | armnn::DepthwiseConvolution2dDescriptor desc; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 95 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 96 | desc.m_PadLeft = padLeft; |
| 97 | desc.m_PadRight = padRight; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 98 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 99 | desc.m_PadTop = padTop; |
| 100 | desc.m_PadBottom = padBottom; |
| 101 | desc.m_StrideX = strideX; |
| 102 | desc.m_StrideY = strideY; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 103 | desc.m_BiasEnabled = false; |
| 104 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 105 | return desc; |
| 106 | } |
| 107 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 108 | armnn::TensorInfo CreateOutputTensorInfo(const armnn::TensorInfo& inputInfo, |
| 109 | const armnn::TensorInfo& weightsInfo, |
| 110 | const armnn::DepthwiseConvolution2dDescriptor& descriptor, |
| 111 | armnn::DataType dataType) |
| 112 | { |
| 113 | const armnn::TensorShape& inputShape = inputInfo.GetShape(); |
| 114 | const armnn::TensorShape& filterShape = weightsInfo.GetShape(); |
| 115 | |
| 116 | unsigned int inWidth = inputShape[3]; |
| 117 | unsigned int inHeight = inputShape[2]; |
| 118 | unsigned int inBatchSize = inputShape[0]; |
| 119 | |
| 120 | unsigned int filterWidth = filterShape[3]; |
| 121 | unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth); |
| 122 | unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX); |
| 123 | |
| 124 | unsigned int filterHeight = filterShape[2]; |
| 125 | unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight); |
| 126 | unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY); |
| 127 | unsigned int depthMultiplier = filterShape[0]; |
| 128 | |
| 129 | unsigned int outChannels = filterShape[1] * depthMultiplier; |
| 130 | unsigned int outBatchSize = inBatchSize; |
| 131 | |
| 132 | armnn::TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth}); |
| 133 | return armnn::TensorInfo(outputShape, dataType); |
| 134 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 135 | } |
| 136 | |
| 137 | BOOST_AUTO_TEST_CASE(DepthwiseConv2dUtils) |
| 138 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 139 | const armnn::DataType dataType = armnn::DataType::Float32; |
| 140 | |
| 141 | armnn::TensorInfo inputInfo({1, 1, 10, 10 }, dataType); |
| 142 | armnn::TensorInfo outputInfo; |
| 143 | armnn::TensorInfo weightsInfo3x3({ 1, 1, 3, 3 }, dataType); |
| 144 | armnn::TensorInfo biasesInfo; |
| 145 | |
| 146 | armnn::DepthwiseConvolution2dDescriptor descriptor; |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 147 | armnn::NeonLayerSupport layerSupport; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 148 | |
| 149 | // Strides supported: 1,2,3 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 150 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 151 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 152 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 153 | weightsInfo3x3, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 154 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 155 | descriptor = MakeDepthwiseConv2dDesc(1, 2); |
| 156 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 157 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 158 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 159 | |
| 160 | descriptor = MakeDepthwiseConv2dDesc(1, 3); |
| 161 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 162 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 163 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 164 | |
| 165 | descriptor = MakeDepthwiseConv2dDesc(2, 1); |
| 166 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 167 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 168 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 169 | |
| 170 | descriptor = MakeDepthwiseConv2dDesc(2, 2); |
| 171 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 172 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 173 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 174 | |
| 175 | descriptor = MakeDepthwiseConv2dDesc(2, 3); |
| 176 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 177 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 178 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 179 | |
| 180 | descriptor = MakeDepthwiseConv2dDesc(3, 1); |
| 181 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 182 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 183 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 184 | |
| 185 | descriptor = MakeDepthwiseConv2dDesc(3, 2); |
| 186 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 187 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 188 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 189 | |
| 190 | descriptor = MakeDepthwiseConv2dDesc(3, 3); |
| 191 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 192 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 193 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 194 | |
| 195 | // Supported stride 4 |
| 196 | descriptor = MakeDepthwiseConv2dDesc(4, 1); |
| 197 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 198 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 199 | weightsInfo3x3, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 200 | |
| 201 | // Supported weights shape 1x1 |
| 202 | armnn::TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, armnn::DataType::Float32); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 203 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 204 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 205 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 206 | weightsInfo1x1, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 207 | |
| 208 | // Supported shape 2x2 |
| 209 | armnn::TensorInfo weightsInfo2x2({ 1, 1, 2, 2 }, armnn::DataType::Float32); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 210 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 211 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 212 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 213 | weightsInfo2x2, biasesInfo)); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 214 | |
| 215 | // Asymmetric padding |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 216 | descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2); |
| 217 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 218 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 219 | weightsInfo3x3, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 220 | } |
| 221 | |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 222 | // Dequantize |
| 223 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| 224 | ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
| 225 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 226 | // Pooling |
| 227 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 228 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 229 | |
| 230 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW) |
| 231 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC) |
| 232 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW) |
| 233 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC) |
| 234 | |
| 235 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW) |
| 236 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW) |
| 237 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW) |
| 238 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 239 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 240 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 241 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| 242 | |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 243 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW) |
| 244 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNeon, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC) |
| 245 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW) |
| 246 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 247 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 248 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 249 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 250 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 251 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 252 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 253 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 254 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 255 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 256 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| 257 | |
| 258 | // Ignore padding values for pooling but count padding fields into the divisor |
| 259 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 260 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 261 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 262 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 263 | |
| 264 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 265 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 266 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 267 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
| 268 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
| 269 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 270 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 271 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 272 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false) |
| 273 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 274 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 275 | true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 276 | |
| 277 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 278 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 279 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 280 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 281 | |
| 282 | // Activation |
| 283 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 284 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 285 | // ReLu |
| 286 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 287 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| 288 | |
Narumol Prangnawarat | b98bbcf | 2019-04-15 14:14:27 +0100 | [diff] [blame] | 289 | // Sigmoid |
| 290 | ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest) |
| 291 | ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test) |
| 292 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 293 | // Softmax |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 294 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 295 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 296 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 297 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 298 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 299 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxBeta1, Simple3dSoftmaxTest, 1.0f) |
| 300 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxBeta1Uint8, Simple3dSoftmaxUint8Test, 1.0f) |
| 301 | |
| 302 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxBeta1, Simple4dSoftmaxTest, 1.0f) |
| 303 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxBeta1Uint8, Simple4dSoftmaxUint8Test, 1.0f) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 304 | |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 305 | // SpaceToDepth |
| 306 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWAsymmQ8, SpaceToDepthNCHWAsymmQ8Test) |
| 307 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCAsymmQ8, SpaceToDepthNHWCAsymmQ8Test) |
| 308 | |
| 309 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC1Float32, SpaceToDepthNHWCFloat32Test1) |
| 310 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW1Float32, SpaceToDepthNCHWFloat32Test1) |
| 311 | |
| 312 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC2Float32, SpaceToDepthNHWCFloat32Test2) |
| 313 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW2Float32, SpaceToDepthNCHWFloat32Test2) |
| 314 | |
| 315 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCQSymm16, SpaceToDepthNHWCQSymm16Test) |
| 316 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWQSymm16, SpaceToDepthNCHWQSymm16Test) |
| 317 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 318 | // Splitter |
| 319 | ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest) |
| 320 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 321 | |
| 322 | ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest) |
| 323 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| 324 | |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 325 | // Concat |
| 326 | ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest) |
| 327 | ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test) |
Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 328 | ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam, |
| 329 | ConcatDifferentInputOutputQParamTest<armnn::DataType::QuantisedAsymm8>, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 330 | |
| 331 | // Fully Connected |
| 332 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 333 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 334 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
| 335 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 336 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 337 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, false) |
| 338 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 339 | |
| 340 | // Add |
| 341 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 342 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 343 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
| 344 | |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 345 | // Sub |
| 346 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
Mohamed Nour Abouelseoud | 3d93bc4 | 2018-11-21 10:35:17 +0000 | [diff] [blame] | 347 | ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 348 | ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
Conor Kennedy | b99480b | 2019-03-08 08:24:41 +0000 | [diff] [blame] | 349 | ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
| 350 | ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 351 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 352 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 353 | // Mul |
| 354 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 355 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 356 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
Conor Kennedy | b99480b | 2019-03-08 08:24:41 +0000 | [diff] [blame] | 357 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| 358 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 359 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 360 | |
| 361 | // Batch Norm |
| 362 | ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest) |
Nikhil Raj | d134093 | 2018-10-18 14:27:50 +0100 | [diff] [blame] | 363 | ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 364 | |
| 365 | // Constant |
| 366 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 367 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 368 | |
| 369 | // Concatenation |
| 370 | ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest) |
| 371 | ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test) |
| 372 | |
| 373 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test) |
| 374 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test) |
| 375 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test) |
| 376 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test) |
| 377 | |
| 378 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest) |
| 379 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test) |
| 380 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest) |
| 381 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test) |
| 382 | |
| 383 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test) |
| 384 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test) |
| 385 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test) |
| 386 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 387 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, false) |
| 388 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 389 | |
| 390 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest) |
| 391 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test) |
| 392 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest) |
| 393 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 394 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, false) |
| 395 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 396 | |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 397 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test) |
| 398 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test) |
| 399 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, false) |
| 400 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test) |
| 401 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test) |
| 402 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, false) |
| 403 | |
| 404 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test) |
| 405 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test) |
| 406 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, false) |
| 407 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test) |
| 408 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test) |
| 409 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 410 | // L2 Normalization |
jimfly01 | 3aab7c3 | 2018-11-12 13:32:08 +0000 | [diff] [blame] | 411 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, armnn::DataLayout::NCHW) |
| 412 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, armnn::DataLayout::NCHW) |
| 413 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, armnn::DataLayout::NCHW) |
| 414 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, armnn::DataLayout::NCHW) |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 415 | |
jimfly01 | 3aab7c3 | 2018-11-12 13:32:08 +0000 | [diff] [blame] | 416 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, armnn::DataLayout::NHWC) |
| 417 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, armnn::DataLayout::NHWC) |
| 418 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, armnn::DataLayout::NHWC) |
| 419 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, armnn::DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 420 | |
Ferran Balaguer | 0c64f46 | 2019-06-18 16:32:30 +0100 | [diff] [blame] | 421 | ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, armnn::DataLayout::NCHW) |
| 422 | ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, armnn::DataLayout::NCHW) |
| 423 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 424 | // Floor |
James Conroy | 83735b1 | 2019-05-30 16:36:59 +0100 | [diff] [blame] | 425 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<armnn::DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 426 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 427 | // Greater |
| 428 | ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest) |
| 429 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
| 430 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest) |
| 431 | ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test) |
| 432 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
| 433 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test) |
| 434 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 435 | // Reshape |
Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 436 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>) |
| 437 | ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QuantisedAsymm8>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 438 | |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 439 | // Pad |
| 440 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
FinnWilliamsArm | a5b5bbf | 2019-07-08 14:11:33 +0100 | [diff] [blame] | 441 | ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 442 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 443 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
| 444 | |
Teresa Charlin | ec8e198 | 2019-07-02 16:24:09 +0100 | [diff] [blame] | 445 | ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest) |
FinnWilliamsArm | a5b5bbf | 2019-07-08 14:11:33 +0100 | [diff] [blame] | 446 | ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
Teresa Charlin | ec8e198 | 2019-07-02 16:24:09 +0100 | [diff] [blame] | 447 | ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest) |
| 448 | ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest) |
| 449 | |
FinnWilliamsArm | 8b797a8 | 2019-07-09 16:01:41 +0100 | [diff] [blame] | 450 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0, 0.0f) |
| 451 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0, 1.0f) |
| 452 | ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0) |
| 453 | ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0) |
| 454 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 455 | // Permute |
Narumol Prangnawarat | 86bb4e1 | 2019-07-08 11:36:05 +0100 | [diff] [blame] | 456 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<armnn::DataType::Float32>) |
| 457 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<armnn::DataType::Float32>) |
| 458 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<armnn::DataType::Float32>) |
| 459 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<armnn::DataType::Float32>) |
| 460 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<armnn::DataType::QuantisedAsymm8>) |
| 461 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<armnn::DataType::QuantisedAsymm8>) |
| 462 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<armnn::DataType::QuantisedAsymm8>) |
| 463 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<armnn::DataType::QuantisedAsymm8>) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 464 | |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 465 | // Lstm |
| 466 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| 467 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| 468 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 469 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 470 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| 471 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
Jan Eilers | ad5293a | 2019-07-08 09:57:55 +0100 | [diff] [blame^] | 472 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| 473 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 474 | |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 475 | // Mean |
James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 476 | ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<armnn::DataType::Float32>) |
| 477 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<armnn::DataType::Float32>) |
| 478 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<armnn::DataType::Float32>) |
| 479 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<armnn::DataType::Float32>) |
| 480 | ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<armnn::DataType::Float32>) |
| 481 | ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<armnn::DataType::Float32>) |
| 482 | ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<armnn::DataType::Float32>) |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 483 | |
James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 484 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<armnn::DataType::QuantisedAsymm8>) |
| 485 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<armnn::DataType::QuantisedAsymm8>) |
| 486 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<armnn::DataType::QuantisedAsymm8>) |
| 487 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<armnn::DataType::QuantisedAsymm8>) |
| 488 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<armnn::DataType::QuantisedAsymm8>) |
| 489 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<armnn::DataType::QuantisedAsymm8>) |
| 490 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<armnn::DataType::QuantisedAsymm8>) |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 491 | |
Nattapat Chaimanowong | 4e6597a | 2018-12-20 14:14:06 +0000 | [diff] [blame] | 492 | // Max |
| 493 | ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest) |
| 494 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 495 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 496 | ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| 497 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 498 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| 499 | |
Conor Kennedy | 54b2169 | 2019-01-09 07:57:38 +0000 | [diff] [blame] | 500 | // Min |
| 501 | ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1) |
| 502 | ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2) |
| 503 | ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| 504 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 505 | // Normalization |
| 506 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 507 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 508 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| 509 | |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 510 | // Resize Bilinear - NCHW data layout |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 511 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW) |
| 512 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW) |
| 513 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW) |
| 514 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW) |
| 515 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW) |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 516 | |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 517 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, |
| 518 | SimpleResizeBilinearTest<armnn::DataType::QuantisedAsymm8>, |
| 519 | armnn::DataLayout::NCHW) |
| 520 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, |
| 521 | ResizeBilinearNopTest<armnn::DataType::QuantisedAsymm8>, |
| 522 | armnn::DataLayout::NCHW) |
| 523 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, |
| 524 | ResizeBilinearSqMinTest<armnn::DataType::QuantisedAsymm8>, |
| 525 | armnn::DataLayout::NCHW) |
| 526 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, |
| 527 | ResizeBilinearMinTest<armnn::DataType::QuantisedAsymm8>, |
| 528 | armnn::DataLayout::NCHW) |
| 529 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8, |
| 530 | ResizeBilinearMagTest<armnn::DataType::QuantisedAsymm8>, |
| 531 | armnn::DataLayout::NCHW) |
Conor Kennedy | dc1c082 | 2019-02-01 07:23:17 +0000 | [diff] [blame] | 532 | |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 533 | // Resize Bilinear - NHWC data layout |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 534 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, |
| 535 | ResizeBilinearNopTest<armnn::DataType::Float32>, |
| 536 | armnn::DataLayout::NHWC) |
| 537 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, |
| 538 | SimpleResizeBilinearTest<armnn::DataType::Float32>, |
| 539 | armnn::DataLayout::NHWC) |
| 540 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, |
| 541 | ResizeBilinearSqMinTest<armnn::DataType::Float32>, |
| 542 | armnn::DataLayout::NHWC) |
| 543 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, |
| 544 | ResizeBilinearMinTest<armnn::DataType::Float32>, |
| 545 | armnn::DataLayout::NHWC) |
| 546 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, |
| 547 | ResizeBilinearMagTest<armnn::DataType::Float32>, |
| 548 | armnn::DataLayout::NHWC) |
| 549 | |
| 550 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc, |
| 551 | ResizeBilinearNopTest<armnn::DataType::QuantisedAsymm8>, |
| 552 | armnn::DataLayout::NHWC) |
| 553 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc, |
| 554 | SimpleResizeBilinearTest<armnn::DataType::QuantisedAsymm8>, |
| 555 | armnn::DataLayout::NHWC) |
| 556 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc, |
| 557 | ResizeBilinearSqMinTest<armnn::DataType::QuantisedAsymm8>, |
| 558 | armnn::DataLayout::NHWC) |
| 559 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc, |
| 560 | ResizeBilinearMinTest<armnn::DataType::QuantisedAsymm8>, |
| 561 | armnn::DataLayout::NHWC) |
| 562 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc, |
| 563 | ResizeBilinearMagTest<armnn::DataType::QuantisedAsymm8>, |
| 564 | armnn::DataLayout::NHWC) |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 565 | |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 566 | // Quantize |
| 567 | ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| 568 | ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) |
| 569 | |
Nikhil Raj | 9b46148 | 2019-07-03 15:58:31 +0100 | [diff] [blame] | 570 | // PReLU |
| 571 | ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<armnn::DataType::Float32>) |
| 572 | ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<armnn::DataType::QuantisedAsymm8>) |
| 573 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 574 | // ============================================================================ |
| 575 | // COMPARE tests |
| 576 | |
| 577 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| 578 | |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 579 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 580 | CompareDepthwiseConvolution2dFloatTest, |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 581 | armnn::DataLayout::NCHW) |
| 582 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 583 | CompareDepthwiseConvolution2dUint8Test, |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 584 | armnn::DataLayout::NCHW) |
| 585 | |
| 586 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 587 | CompareDepthwiseConvolution2dFloatTest, |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 588 | armnn::DataLayout::NHWC) |
| 589 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 590 | CompareDepthwiseConvolution2dUint8Test, |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 591 | armnn::DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 592 | |
| 593 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
| 594 | armnn::NormalizationAlgorithmChannel::Within, |
| 595 | armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| 596 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
| 597 | armnn::NormalizationAlgorithmChannel::Across, |
| 598 | armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| 599 | |
| 600 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReference, ComparePooling2dTest, armnn::PoolingAlgorithm::Max) |
| 601 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
| 602 | armnn::PoolingAlgorithm::Max) |
| 603 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReference, ComparePooling2dTest, |
| 604 | armnn::PoolingAlgorithm::Average) |
| 605 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
| 606 | armnn::PoolingAlgorithm::Average) |
| 607 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithReference, ComparePooling2dTest, armnn::PoolingAlgorithm::L2) |
| 608 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
| 609 | armnn::PoolingAlgorithm::L2) |
| 610 | |
| 611 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 612 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 613 | |
| 614 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f) |
| 615 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f) |
| 616 | |
| 617 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| 618 | |
| 619 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithReference, CompareMultiplicationTest) |
| 620 | |
| 621 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| 622 | |
| 623 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(ReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 624 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(ReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| 625 | |
| 626 | // ============================================================================ |
| 627 | // FIXTURE tests |
| 628 | |
| 629 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
| 630 | CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u) |
| 631 | |
| 632 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
| 633 | CompareActivationTest, armnn::ActivationFunction::TanH, 5u) |
| 634 | |
| 635 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
| 636 | CompareActivationTest, armnn::ActivationFunction::Linear, 5u) |
| 637 | |
| 638 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
| 639 | CompareActivationTest, armnn::ActivationFunction::ReLu, 5u) |
| 640 | |
| 641 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
| 642 | CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u) |
| 643 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
| 644 | CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu) |
| 645 | |
| 646 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
| 647 | CompareActivationTest, armnn::ActivationFunction::SoftReLu, 1u) |
| 648 | |
| 649 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
| 650 | CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u) |
| 651 | |
| 652 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
| 653 | CompareActivationTest, armnn::ActivationFunction::Abs, 5u) |
| 654 | |
| 655 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
| 656 | CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u) |
| 657 | |
| 658 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
| 659 | CompareActivationTest, armnn::ActivationFunction::Square, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 660 | BOOST_AUTO_TEST_SUITE_END() |