| 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" |
| Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 7 | #include "ClWorkloadFactoryHelper.hpp" |
| arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 8 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | #include "test/TensorHelpers.hpp" |
| arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 10 | #include "test/UnitTests.hpp" |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 11 | |
| Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 12 | #include <backendsCommon/CpuTensorHandle.hpp> |
| 13 | #include <cl/ClLayerSupport.hpp> |
| 14 | #include <cl/ClWorkloadFactory.hpp> |
| 15 | #include <cl/workloads/ClWorkloadUtils.hpp> |
| 16 | #include <reference/RefWorkloadFactory.hpp> |
| 17 | #include <backendsCommon/test/ActivationFixture.hpp> |
| 18 | #include <backendsCommon/test/LayerTests.hpp> |
| Narumol Prangnawarat | 86bb4e1 | 2019-07-08 11:36:05 +0100 | [diff] [blame] | 19 | #include <backendsCommon/test/PermuteTestImpl.hpp> |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | |
| 21 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 22 | #include <arm_compute/runtime/CL/CLScheduler.h> |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 23 | |
| arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 24 | #include <boost/test/unit_test.hpp> |
| 25 | |
| 26 | #include <iostream> |
| 27 | #include <string> |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 28 | |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 29 | BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 30 | using FactoryType = armnn::ClWorkloadFactory; |
| 31 | |
| 32 | // ============================================================================ |
| 33 | // UNIT tests |
| 34 | |
| 35 | // Activation |
| 36 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 37 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 38 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 39 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| 40 | |
| Finn Williams | b5b9bdf | 2019-02-18 10:07:34 +0000 | [diff] [blame] | 41 | ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest) |
| 42 | ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test) |
| 43 | |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 44 | // Batch To Space |
| Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 45 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<armnn::DataType::Float32>) |
| 46 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<armnn::DataType::Float32>) |
| 47 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<armnn::DataType::Float32>) |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 48 | |
| Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 49 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<armnn::DataType::Float32>) |
| 50 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<armnn::DataType::Float32>) |
| 51 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<armnn::DataType::Float32>) |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 52 | |
| Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 53 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<armnn::DataType::QuantisedAsymm8>) |
| 54 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<armnn::DataType::QuantisedAsymm8>) |
| 55 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<armnn::DataType::QuantisedAsymm8>) |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 56 | |
| Francis Murtagh | 57f13d5 | 2019-06-24 14:24:36 +0100 | [diff] [blame] | 57 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<armnn::DataType::QuantisedAsymm8>) |
| 58 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<armnn::DataType::QuantisedAsymm8>) |
| 59 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<armnn::DataType::QuantisedAsymm8>) |
| Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 60 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 61 | // Fully Connected |
| 62 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 63 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 64 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
| Francis Murtagh | 46c09d0 | 2019-05-28 08:15:28 +0100 | [diff] [blame] | 65 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, false) |
| 66 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, true) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 67 | |
| 68 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 69 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
| 70 | |
| 71 | // Convolution |
| 72 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 73 | |
| jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 74 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW) |
| 75 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC) |
| narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 76 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW) |
| 77 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC) |
| jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 78 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW) |
| 79 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC) |
| Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 80 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, |
| 81 | SimpleConvolution2d3x3Stride2x2Test, false, armnn::DataLayout::NHWC) |
| jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 82 | |
| narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 83 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW) |
| 84 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW) |
| 85 | |
| 86 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC) |
| narpra01 | f97debb | 2018-11-09 09:27:31 +0000 | [diff] [blame] | 87 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| 88 | Convolution2dAsymmetricPaddingTest, |
| 89 | armnn::DataLayout::NHWC) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 90 | |
| Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 91 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
| 92 | |
| Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 93 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3, |
| 94 | Convolution2d3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 95 | false, |
| 96 | armnn::DataLayout::NCHW) |
| 97 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc, |
| 98 | Convolution2d3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 99 | false, |
| 100 | armnn::DataLayout::NHWC) |
| 101 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8, |
| 102 | Convolution2d3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>, |
| 103 | false, |
| 104 | armnn::DataLayout::NCHW) |
| 105 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8, |
| 106 | Convolution2d3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>, |
| 107 | false, |
| 108 | armnn::DataLayout::NHWC) |
| 109 | |
| 110 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3, |
| 111 | Convolution2d2x3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 112 | false, |
| 113 | armnn::DataLayout::NCHW) |
| 114 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc, |
| 115 | Convolution2d2x3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 116 | false, |
| 117 | armnn::DataLayout::NHWC) |
| 118 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8, |
| 119 | Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>, |
| 120 | false, |
| 121 | armnn::DataLayout::NCHW) |
| 122 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8, |
| 123 | Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>, |
| 124 | false, |
| 125 | armnn::DataLayout::NHWC) |
| 126 | |
| 127 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding1x1, |
| 128 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
| 129 | <armnn::DataType::Float32, armnn::DataType::Float32>, |
| 130 | false, |
| 131 | armnn::DataLayout::NCHW) |
| 132 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding1x1TestNhwc, |
| 133 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
| 134 | <armnn::DataType::Float32, armnn::DataType::Float32>, |
| 135 | false, |
| 136 | armnn::DataLayout::NHWC) |
| 137 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding1x1TestUint8, |
| 138 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
| 139 | <armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>, |
| 140 | false, |
| 141 | armnn::DataLayout::NCHW) |
| 142 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding1x1TestNhwcUint8, |
| 143 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
| 144 | <armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>, |
| 145 | false, |
| 146 | armnn::DataLayout::NHWC) |
| 147 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 148 | // Depthwise Convolution |
| jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 149 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
| 150 | DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW) |
| 151 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
| 152 | DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW) |
| 153 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
| 154 | DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW) |
| 155 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
| 156 | DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW) |
| 157 | |
| 158 | // NHWC Depthwise Convolution |
| 159 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc, |
| 160 | DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC) |
| 161 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
| 162 | DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC) |
| 163 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| 164 | DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC) |
| 165 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| 166 | DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC) |
| Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 167 | ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| 168 | SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
| jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 169 | |
| 170 | |
| Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 171 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 172 | |
| jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 173 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
| 174 | DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW) |
| 175 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
| 176 | DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW) |
| 177 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
| 178 | DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC) |
| 179 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
| 180 | DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC) |
| surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 181 | |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 182 | // Splitter |
| 183 | ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest) |
| 184 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 185 | |
| 186 | ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest) |
| 187 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| 188 | |
| Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 189 | // Concat |
| 190 | ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest) |
| 191 | ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test) |
| Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 192 | ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam, |
| 193 | ConcatDifferentInputOutputQParamTest<armnn::DataType::QuantisedAsymm8>, false) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 194 | |
| narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 195 | // Normalization |
| 196 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 197 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 198 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| 199 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 200 | // Pooling |
| 201 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 202 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
| 203 | |
| 204 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 205 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 206 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 207 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 208 | |
| 209 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 210 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 211 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 212 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
| surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 213 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 214 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 215 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
| 216 | |
| 217 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 218 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 219 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 220 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 221 | |
| James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 222 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW) |
| 223 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC) |
| 224 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW) |
| 225 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC) |
| 226 | |
| 227 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW) |
| 228 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NHWC) |
| 229 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW) |
| 230 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC) |
| 231 | |
| surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 232 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 233 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 234 | false) |
| 235 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 236 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 237 | true) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 238 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 239 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| 240 | |
| James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 241 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW) |
| 242 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC) |
| 243 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW) |
| 244 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 245 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 246 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 247 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 248 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 249 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 250 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 251 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 252 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 253 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 254 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| 255 | |
| 256 | // Add |
| 257 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
| 258 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
| David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 259 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
| 260 | |
| 261 | ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test) |
| 262 | ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| 263 | ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
| 264 | |
| 265 | // Sub |
| 266 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
| Mohamed Nour Abouelseoud | 3d93bc4 | 2018-11-21 10:35:17 +0000 | [diff] [blame] | 267 | ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 268 | ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
| 269 | |
| 270 | ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
| 271 | ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 272 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
| David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 273 | |
| Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 274 | // Div |
| 275 | ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest) |
| David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 276 | ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest) |
| Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 277 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| 278 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
| David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 279 | // NOTE: quantized division is not supported by CL and not required by the |
| 280 | // android NN api |
| Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 281 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 282 | // Mul |
| 283 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
| surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 284 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 285 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
| Matthew Bentham | e2ec330 | 2018-10-01 11:32:48 +0100 | [diff] [blame] | 286 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| 287 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 288 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 289 | |
| 290 | // Batch Norm |
| 291 | ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest) |
| Nikhil Raj | d134093 | 2018-10-18 14:27:50 +0100 | [diff] [blame] | 292 | ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 293 | |
| Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 294 | // L2 Normalization |
| jimfly01 | 3aab7c3 | 2018-11-12 13:32:08 +0000 | [diff] [blame] | 295 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, armnn::DataLayout::NCHW) |
| 296 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, armnn::DataLayout::NCHW) |
| 297 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, armnn::DataLayout::NCHW) |
| 298 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, armnn::DataLayout::NCHW) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 299 | |
| jimfly01 | 3aab7c3 | 2018-11-12 13:32:08 +0000 | [diff] [blame] | 300 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, armnn::DataLayout::NHWC) |
| 301 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, armnn::DataLayout::NHWC) |
| 302 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, armnn::DataLayout::NHWC) |
| 303 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, armnn::DataLayout::NHWC) |
| Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 304 | |
| Ferran Balaguer | 05bf054 | 2019-06-18 16:46:00 +0100 | [diff] [blame] | 305 | ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, armnn::DataLayout::NCHW) |
| 306 | ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, armnn::DataLayout::NCHW) |
| 307 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 308 | // Constant |
| 309 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
| Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 310 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 311 | |
| 312 | // Concat |
| 313 | ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 314 | ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 315 | |
| 316 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 317 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 318 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 319 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test) |
| 320 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 321 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 322 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 323 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 324 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 325 | |
| 326 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 327 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 328 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 329 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test) |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 330 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, false) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 331 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, false) |
| 332 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 333 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 334 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 335 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 336 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test) |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 337 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, false) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 338 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, false) |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 339 | |
| 340 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test) |
| 341 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test) |
| 342 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, false) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 343 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test) |
| 344 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test) |
| 345 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, false) |
| 346 | |
| narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 347 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test) |
| 348 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test) |
| 349 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, false) |
| narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 350 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test) |
| 351 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test) |
| 352 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, false) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 353 | |
| 354 | // Floor |
| James Conroy | 83735b1 | 2019-05-30 16:36:59 +0100 | [diff] [blame] | 355 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<armnn::DataType::Float32>) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 356 | |
| 357 | // Reshape |
| Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 358 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>) |
| 359 | ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QuantisedAsymm8>) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 360 | |
| Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 361 | // Pad |
| Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 362 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
| FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 363 | ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
| Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 364 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 365 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
| Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 366 | |
| FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 367 | ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest) |
| 368 | ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
| 369 | ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest) |
| 370 | ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest) |
| 371 | |
| 372 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0, 0.0f) |
| 373 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0, 1.0f) |
| 374 | ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0) |
| 375 | ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0) |
| 376 | |
| Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 377 | // PReLU |
| 378 | ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<armnn::DataType::Float32>) |
| 379 | ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<armnn::DataType::QuantisedAsymm8>) |
| 380 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 381 | // Permute |
| Narumol Prangnawarat | 86bb4e1 | 2019-07-08 11:36:05 +0100 | [diff] [blame] | 382 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<armnn::DataType::Float32>) |
| 383 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<armnn::DataType::Float32>) |
| 384 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<armnn::DataType::Float32>) |
| 385 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<armnn::DataType::Float32>) |
| 386 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<armnn::DataType::QuantisedAsymm8>) |
| 387 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<armnn::DataType::QuantisedAsymm8>) |
| 388 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<armnn::DataType::QuantisedAsymm8>) |
| 389 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<armnn::DataType::QuantisedAsymm8>) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 390 | |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 391 | // Lstm |
| 392 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 393 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 394 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 395 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 396 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 397 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 398 | |
| Jan Eilers | a2ec909 | 2019-07-08 15:56:59 +0100 | [diff] [blame] | 399 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| 400 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
| 401 | |
| telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 402 | // Convert from Float16 to Float32 |
| 403 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| 404 | // Convert from Float32 to Float16 |
| 405 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| 406 | |
| Éanna Ó Catháin | 47c1ddb | 2018-10-12 14:24:13 +0100 | [diff] [blame] | 407 | ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
| 408 | |
| keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 409 | //Max |
| 410 | ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest) |
| 411 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 412 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 413 | ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| 414 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 415 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| 416 | |
| Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 417 | // Mean |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 418 | ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<armnn::DataType::Float32>) |
| 419 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<armnn::DataType::Float32>) |
| 420 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<armnn::DataType::Float32>) |
| 421 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<armnn::DataType::Float32>) |
| 422 | ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<armnn::DataType::Float32>) |
| 423 | ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<armnn::DataType::Float32>) |
| 424 | ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<armnn::DataType::Float32>) |
| Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 425 | |
| James Conroy | 4d1ff58 | 2019-06-10 17:06:39 +0100 | [diff] [blame] | 426 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<armnn::DataType::QuantisedAsymm8>) |
| 427 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<armnn::DataType::QuantisedAsymm8>) |
| 428 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<armnn::DataType::QuantisedAsymm8>) |
| 429 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<armnn::DataType::QuantisedAsymm8>) |
| 430 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<armnn::DataType::QuantisedAsymm8>) |
| 431 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<armnn::DataType::QuantisedAsymm8>) |
| 432 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<armnn::DataType::QuantisedAsymm8>) |
| Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 433 | |
| saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 434 | // Minimum |
| 435 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1) |
| 436 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2) |
| 437 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| 438 | |
| Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 439 | // Greater |
| 440 | ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest) |
| 441 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
| 442 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest) |
| 443 | ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test) |
| 444 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
| 445 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test) |
| 446 | |
| Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 447 | // Softmax |
| 448 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 449 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| 450 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 451 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 452 | |
| 453 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f) |
| 454 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f) |
| 455 | |
| 456 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f) |
| 457 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f) |
| 458 | |
| 459 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 460 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 461 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f) |
| 462 | |
| Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 463 | // Space To Batch Nd |
| 464 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| 465 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| 466 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| 467 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
| 468 | |
| 469 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| 470 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| 471 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| 472 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
| 473 | |
| 474 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test) |
| 475 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test) |
| 476 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test) |
| 477 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test) |
| 478 | |
| 479 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test) |
| 480 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test) |
| 481 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test) |
| 482 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test) |
| 483 | |
| James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 484 | // Space To Depth |
| 485 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWAsymmQ8, SpaceToDepthNCHWAsymmQ8Test) |
| 486 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCAsymmQ8, SpaceToDepthNHWCAsymmQ8Test) |
| 487 | |
| 488 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC1Float32, SpaceToDepthNHWCFloat32Test1) |
| 489 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW1Float32, SpaceToDepthNCHWFloat32Test1) |
| 490 | |
| 491 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC2Float32, SpaceToDepthNHWCFloat32Test2) |
| 492 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW2Float32, SpaceToDepthNCHWFloat32Test2) |
| 493 | |
| 494 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCQSymm16, SpaceToDepthNHWCQSymm16Test) |
| 495 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWQSymm16, SpaceToDepthNCHWQSymm16Test) |
| 496 | |
| keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 497 | // Strided Slice |
| 498 | ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test) |
| 499 | ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test) |
| 500 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| 501 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| 502 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
| 503 | ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test) |
| 504 | ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test) |
| 505 | ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test) |
| 506 | ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test) |
| 507 | |
| 508 | ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test) |
| 509 | ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test) |
| 510 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| 511 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| 512 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
| 513 | ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test) |
| 514 | ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test) |
| 515 | ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test) |
| 516 | ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test) |
| 517 | |
| Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 518 | // Resize Bilinear - NCHW |
| 519 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, |
| 520 | SimpleResizeBilinearTest<armnn::DataType::Float32>, |
| 521 | armnn::DataLayout::NCHW) |
| 522 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, |
| 523 | SimpleResizeBilinearTest<armnn::DataType::QuantisedAsymm8>, |
| 524 | armnn::DataLayout::NCHW) |
| 525 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, |
| 526 | ResizeBilinearNopTest<armnn::DataType::Float32>, |
| 527 | armnn::DataLayout::NCHW) |
| 528 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, |
| 529 | ResizeBilinearNopTest<armnn::DataType::QuantisedAsymm8>, |
| 530 | armnn::DataLayout::NCHW) |
| 531 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, |
| 532 | ResizeBilinearSqMinTest<armnn::DataType::Float32>, |
| 533 | armnn::DataLayout::NCHW) |
| 534 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, |
| 535 | ResizeBilinearSqMinTest<armnn::DataType::QuantisedAsymm8>, |
| 536 | armnn::DataLayout::NCHW) |
| 537 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, |
| 538 | ResizeBilinearMinTest<armnn::DataType::Float32>, |
| 539 | armnn::DataLayout::NCHW) |
| 540 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, |
| 541 | ResizeBilinearMinTest<armnn::DataType::QuantisedAsymm8>, |
| 542 | armnn::DataLayout::NCHW) |
| 543 | |
| 544 | // Resize Bilinear - NHWC |
| 545 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, |
| 546 | ResizeBilinearNopTest<armnn::DataType::Float32>, |
| 547 | armnn::DataLayout::NHWC) |
| 548 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc, |
| 549 | ResizeBilinearNopTest<armnn::DataType::QuantisedAsymm8>, |
| 550 | armnn::DataLayout::NHWC) |
| 551 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, |
| 552 | SimpleResizeBilinearTest<armnn::DataType::Float32>, |
| 553 | armnn::DataLayout::NHWC) |
| 554 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc, |
| 555 | SimpleResizeBilinearTest<armnn::DataType::QuantisedAsymm8>, |
| 556 | armnn::DataLayout::NHWC) |
| 557 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, |
| 558 | ResizeBilinearSqMinTest<armnn::DataType::Float32>, |
| 559 | armnn::DataLayout::NHWC) |
| 560 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc, |
| 561 | ResizeBilinearSqMinTest<armnn::DataType::QuantisedAsymm8>, |
| 562 | armnn::DataLayout::NHWC) |
| 563 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, |
| 564 | ResizeBilinearMinTest<armnn::DataType::Float32>, |
| 565 | armnn::DataLayout::NHWC) |
| 566 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc, |
| 567 | ResizeBilinearMinTest<armnn::DataType::QuantisedAsymm8>, |
| 568 | armnn::DataLayout::NHWC) |
| 569 | |
| 570 | // Resize NearestNeighbor - NCHW |
| 571 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor, |
| 572 | SimpleResizeNearestNeighborTest<armnn::DataType::Float32>, |
| 573 | armnn::DataLayout::NCHW) |
| 574 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8, |
| 575 | SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedAsymm8>, |
| 576 | armnn::DataLayout::NCHW) |
| 577 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop, |
| 578 | ResizeNearestNeighborNopTest<armnn::DataType::Float32>, |
| 579 | armnn::DataLayout::NCHW) |
| 580 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8, |
| 581 | ResizeNearestNeighborNopTest<armnn::DataType::QuantisedAsymm8>, |
| 582 | armnn::DataLayout::NCHW) |
| 583 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin, |
| 584 | ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>, |
| 585 | armnn::DataLayout::NCHW) |
| 586 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8, |
| 587 | ResizeNearestNeighborSqMinTest<armnn::DataType::QuantisedAsymm8>, |
| 588 | armnn::DataLayout::NCHW) |
| 589 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin, |
| 590 | ResizeNearestNeighborMinTest<armnn::DataType::Float32>, |
| 591 | armnn::DataLayout::NCHW) |
| 592 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8, |
| 593 | ResizeNearestNeighborMinTest<armnn::DataType::QuantisedAsymm8>, |
| 594 | armnn::DataLayout::NCHW) |
| 595 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag, |
| 596 | ResizeNearestNeighborMagTest<armnn::DataType::Float32>, |
| 597 | armnn::DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| 598 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8, |
| 599 | ResizeNearestNeighborMagTest<armnn::DataType::QuantisedAsymm8>, |
| 600 | armnn::DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| 601 | |
| 602 | // Resize NearestNeighbor - NHWC |
| 603 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc, |
| 604 | ResizeNearestNeighborNopTest<armnn::DataType::Float32>, |
| 605 | armnn::DataLayout::NHWC) |
| 606 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc, |
| 607 | ResizeNearestNeighborNopTest<armnn::DataType::QuantisedAsymm8>, |
| 608 | armnn::DataLayout::NHWC) |
| 609 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc, |
| 610 | SimpleResizeNearestNeighborTest<armnn::DataType::Float32>, |
| 611 | armnn::DataLayout::NHWC) |
| 612 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc, |
| 613 | SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedAsymm8>, |
| 614 | armnn::DataLayout::NHWC) |
| 615 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc, |
| 616 | ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>, |
| 617 | armnn::DataLayout::NHWC) |
| 618 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc, |
| 619 | ResizeNearestNeighborSqMinTest<armnn::DataType::QuantisedAsymm8>, |
| 620 | armnn::DataLayout::NHWC) |
| 621 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc, |
| 622 | ResizeNearestNeighborMinTest<armnn::DataType::Float32>, |
| 623 | armnn::DataLayout::NHWC) |
| 624 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc, |
| 625 | ResizeNearestNeighborMinTest<armnn::DataType::QuantisedAsymm8>, |
| 626 | armnn::DataLayout::NHWC) |
| 627 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc, |
| 628 | ResizeNearestNeighborMagTest<armnn::DataType::Float32>, |
| 629 | armnn::DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| 630 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc, |
| 631 | ResizeNearestNeighborMagTest<armnn::DataType::QuantisedAsymm8>, |
| 632 | armnn::DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| 633 | |
| Sadik Armagan | 20ec249 | 2019-05-31 09:09:44 +0100 | [diff] [blame] | 634 | // Quantize |
| 635 | ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| 636 | ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) |
| 637 | |
| Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 638 | // Dequantize |
| 639 | // NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732) |
| 640 | // CLDequantizationLayerKernel accepts DataType::QASYMM8 input |
| 641 | // and can output DataType::F16 or DataType::F32 |
| 642 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| 643 | ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
| 644 | |
| Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 645 | // TransposeConvolution2d |
| 646 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, SimpleTransposeConvolution2dFloatNchwTest) |
| 647 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, SimpleTransposeConvolution2dFloatNhwcTest) |
| 648 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, SimpleTransposeConvolution2dUint8NchwTest) |
| 649 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, SimpleTransposeConvolution2dUint8NhwcTest) |
| 650 | |
| 651 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, UnbiasedSimpleTransposeConvolution2dFloatNchwTest) |
| 652 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, UnbiasedSimpleTransposeConvolution2dFloatNhwcTest) |
| 653 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, UnbiasedSimpleTransposeConvolution2dUint8NchwTest) |
| 654 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, UnbiasedSimpleTransposeConvolution2dUint8NhwcTest) |
| 655 | |
| 656 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, PaddedTransposeConvolution2dFloatNchwTest) |
| 657 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, PaddedTransposeConvolution2dFloatNhwcTest) |
| 658 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, PaddedTransposeConvolution2dUint8NchwTest) |
| 659 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, PaddedTransposeConvolution2dUint8NhwcTest) |
| 660 | |
| 661 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, UnbiasedPaddedTransposeConvolution2dFloatNchwTest) |
| 662 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, UnbiasedPaddedTransposeConvolution2dFloatNhwcTest) |
| 663 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, UnbiasedPaddedTransposeConvolution2dUint8NchwTest) |
| 664 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, UnbiasedPaddedTransposeConvolution2dUint8NhwcTest) |
| 665 | |
| 666 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, StridedTransposeConvolution2dFloatNhwcTest) |
| 667 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, StridedTransposeConvolution2dFloatNchwTest) |
| 668 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, StridedTransposeConvolution2dUint8NhwcTest) |
| 669 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, StridedTransposeConvolution2dUint8NchwTest) |
| 670 | |
| 671 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, UnbiasedStridedTransposeConvolution2dFloatNhwcTest) |
| 672 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, UnbiasedStridedTransposeConvolution2dFloatNchwTest) |
| 673 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, UnbiasedStridedTransposeConvolution2dUint8NhwcTest) |
| 674 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, UnbiasedStridedTransposeConvolution2dUint8NchwTest) |
| 675 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 676 | // ============================================================================ |
| 677 | // COMPARE tests |
| 678 | |
| 679 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| 680 | |
| jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 681 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, |
| Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 682 | CompareDepthwiseConvolution2dFloatTest, |
| jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 683 | armnn::DataLayout::NCHW) |
| 684 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, |
| Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 685 | CompareDepthwiseConvolution2dUint8Test, |
| jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 686 | armnn::DataLayout::NCHW) |
| 687 | |
| 688 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
| Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 689 | CompareDepthwiseConvolution2dFloatTest, |
| jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 690 | armnn::DataLayout::NHWC) |
| 691 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
| Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 692 | CompareDepthwiseConvolution2dUint8Test, |
| jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 693 | armnn::DataLayout::NHWC) |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 694 | |
| 695 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
| 696 | armnn::NormalizationAlgorithmChannel::Within, |
| 697 | armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| 698 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
| 699 | armnn::NormalizationAlgorithmChannel::Across, |
| 700 | armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| 701 | |
| telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 702 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Max) |
| 703 | |
| 704 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Average) |
| 705 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
| 706 | armnn::PoolingAlgorithm::Average) |
| 707 | |
| 708 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::L2) |
| 709 | |
| 710 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| 711 | |
| 712 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest) |
| 713 | |
| 714 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| 715 | |
| 716 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 717 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| 718 | |
| 719 | // ============================================================================ |
| 720 | // FIXTURE tests |
| 721 | |
| 722 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
| 723 | CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u) |
| 724 | |
| 725 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
| 726 | CompareActivationTest, armnn::ActivationFunction::TanH, 5u) |
| 727 | |
| 728 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
| 729 | CompareActivationTest, armnn::ActivationFunction::Linear, 5u) |
| 730 | |
| 731 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
| 732 | CompareActivationTest, armnn::ActivationFunction::ReLu, 5u) |
| 733 | |
| 734 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
| 735 | CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u) |
| 736 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
| 737 | CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu) |
| 738 | |
| 739 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
| 740 | CompareActivationTest, armnn::ActivationFunction::SoftReLu, 5u) |
| 741 | |
| 742 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
| 743 | CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u) |
| 744 | |
| 745 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
| 746 | CompareActivationTest, armnn::ActivationFunction::Abs, 5u) |
| 747 | |
| 748 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
| 749 | CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u) |
| 750 | |
| 751 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
| 752 | CompareActivationTest, armnn::ActivationFunction::Square, 5u) |
| 753 | |
| 754 | BOOST_AUTO_TEST_SUITE_END() |