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> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 19 | |
| 20 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 21 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 23 | #include <boost/test/unit_test.hpp> |
| 24 | |
| 25 | #include <iostream> |
| 26 | #include <string> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 27 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 28 | BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 29 | using FactoryType = armnn::ClWorkloadFactory; |
| 30 | |
| 31 | // ============================================================================ |
| 32 | // UNIT tests |
| 33 | |
| 34 | // Activation |
| 35 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 36 | |
| 37 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 38 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| 39 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 40 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 41 | |
| 42 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 43 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| 44 | |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 45 | // Batch To Space |
| 46 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcFloat32Test1) |
| 47 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcFloat32Test2) |
| 48 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcFloat32Test3) |
| 49 | |
| 50 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwFloat32Test1) |
| 51 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwFloat32Test2) |
| 52 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwFloat32Test3) |
| 53 | |
| 54 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcUintTest1) |
| 55 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcUintTest2) |
| 56 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcUintTest3) |
| 57 | |
| 58 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwUintTest1) |
| 59 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwUintTest2) |
| 60 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwUintTest3) |
| 61 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 62 | // Fully Connected |
| 63 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 64 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 65 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
Matthew Bentham | ab8cdc1 | 2018-09-17 11:17:41 +0100 | [diff] [blame] | 66 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedUint8Test, false) |
| 67 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedUint8Test, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 68 | |
| 69 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 70 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
| 71 | |
| 72 | // Convolution |
| 73 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 74 | |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 75 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW) |
| 76 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 77 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW) |
| 78 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 79 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW) |
| 80 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC) |
Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 81 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, |
| 82 | SimpleConvolution2d3x3Stride2x2Test, false, armnn::DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 83 | |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 84 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW) |
| 85 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW) |
| 86 | |
| 87 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC) |
narpra01 | f97debb | 2018-11-09 09:27:31 +0000 | [diff] [blame] | 88 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| 89 | Convolution2dAsymmetricPaddingTest, |
| 90 | armnn::DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 91 | |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 92 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
| 93 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 94 | // Depthwise Convolution |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 95 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
| 96 | DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW) |
| 97 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
| 98 | DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW) |
| 99 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
| 100 | DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW) |
| 101 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
| 102 | DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW) |
| 103 | |
| 104 | // NHWC Depthwise Convolution |
| 105 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc, |
| 106 | DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC) |
| 107 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
| 108 | DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC) |
| 109 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| 110 | DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC) |
| 111 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
| 112 | DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC) |
| 113 | |
| 114 | |
Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 115 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 116 | |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 117 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
| 118 | DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW) |
| 119 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
| 120 | DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW) |
| 121 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
| 122 | DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC) |
| 123 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
| 124 | DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 125 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 126 | // Splitter |
| 127 | ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest) |
| 128 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 129 | |
| 130 | ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest) |
| 131 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| 132 | |
| 133 | // Merger |
| 134 | ARMNN_AUTO_TEST_CASE(SimpleMerger, MergerTest) |
| 135 | ARMNN_AUTO_TEST_CASE(MergerUint8, MergerUint8Test) |
| 136 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 137 | // Normalization |
| 138 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 139 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 140 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| 141 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 142 | // Pooling |
| 143 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 144 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
| 145 | |
| 146 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 147 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 148 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 149 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 150 | |
| 151 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 152 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 153 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 154 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 155 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 156 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 157 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
| 158 | |
| 159 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 160 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 161 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 162 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 163 | |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 164 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW) |
| 165 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC) |
| 166 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW) |
| 167 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC) |
| 168 | |
| 169 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW) |
| 170 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NHWC) |
| 171 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW) |
| 172 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC) |
| 173 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 174 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 175 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 176 | false) |
| 177 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 178 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 179 | true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 180 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 181 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| 182 | |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 183 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW) |
| 184 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC) |
| 185 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW) |
| 186 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 187 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 188 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 189 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 190 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 191 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 192 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 193 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 194 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 195 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 196 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| 197 | |
| 198 | // Add |
| 199 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
| 200 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 201 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
| 202 | |
| 203 | ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test) |
| 204 | ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| 205 | ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
| 206 | |
| 207 | // Sub |
| 208 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
Mohamed Nour Abouelseoud | 3d93bc4 | 2018-11-21 10:35:17 +0000 | [diff] [blame] | 209 | ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 210 | ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
| 211 | |
| 212 | ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
| 213 | ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 214 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 215 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 216 | // Div |
| 217 | ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 218 | ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest) |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 219 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| 220 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 221 | // NOTE: quantized division is not supported by CL and not required by the |
| 222 | // android NN api |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 223 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 224 | // Mul |
| 225 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 226 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 227 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
Matthew Bentham | e2ec330 | 2018-10-01 11:32:48 +0100 | [diff] [blame] | 228 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| 229 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 230 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 231 | |
| 232 | // Batch Norm |
| 233 | ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest) |
Nikhil Raj | d134093 | 2018-10-18 14:27:50 +0100 | [diff] [blame] | 234 | ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 235 | |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 236 | // L2 Normalization |
jimfly01 | 3aab7c3 | 2018-11-12 13:32:08 +0000 | [diff] [blame] | 237 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, armnn::DataLayout::NCHW) |
| 238 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, armnn::DataLayout::NCHW) |
| 239 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, armnn::DataLayout::NCHW) |
| 240 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, armnn::DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 241 | |
jimfly01 | 3aab7c3 | 2018-11-12 13:32:08 +0000 | [diff] [blame] | 242 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, armnn::DataLayout::NHWC) |
| 243 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, armnn::DataLayout::NHWC) |
| 244 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, armnn::DataLayout::NHWC) |
| 245 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, armnn::DataLayout::NHWC) |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 246 | |
James Conroy | 074f371 | 2018-10-03 09:32:03 +0100 | [diff] [blame] | 247 | // Resize Bilinear - NCHW data layout |
James Conroy | 6b96582 | 2018-11-01 11:33:09 +0000 | [diff] [blame] | 248 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest, armnn::DataLayout::NCHW) |
| 249 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest, armnn::DataLayout::NCHW) |
| 250 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest, armnn::DataLayout::NCHW) |
| 251 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest, armnn::DataLayout::NCHW) |
| 252 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest, armnn::DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 253 | |
James Conroy | 074f371 | 2018-10-03 09:32:03 +0100 | [diff] [blame] | 254 | // Resize Bilinear - NHWC data layout |
James Conroy | 6b96582 | 2018-11-01 11:33:09 +0000 | [diff] [blame] | 255 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, ResizeBilinearNopTest, armnn::DataLayout::NHWC) |
| 256 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, SimpleResizeBilinearTest, armnn::DataLayout::NHWC) |
| 257 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, ResizeBilinearSqMinTest, armnn::DataLayout::NHWC) |
| 258 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, ResizeBilinearMinTest, armnn::DataLayout::NHWC) |
| 259 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, ResizeBilinearMagTest, armnn::DataLayout::NHWC) |
James Conroy | 074f371 | 2018-10-03 09:32:03 +0100 | [diff] [blame] | 260 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 261 | // Constant |
| 262 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
| 263 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantTestUint8) |
| 264 | |
| 265 | // Concat |
| 266 | ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 267 | ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 268 | |
| 269 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 270 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 271 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 272 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test) |
| 273 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 274 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 275 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 276 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 277 | ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 278 | |
| 279 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 280 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 281 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 282 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 283 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 284 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, false) |
| 285 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 286 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 287 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 288 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 289 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 290 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 291 | ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, false) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 292 | |
| 293 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test) |
| 294 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test) |
| 295 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 296 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test) |
| 297 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test) |
| 298 | ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, false) |
| 299 | |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 300 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test) |
| 301 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test) |
| 302 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 303 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test) |
| 304 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test) |
| 305 | ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 306 | |
| 307 | // Floor |
| 308 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest) |
| 309 | |
| 310 | // Reshape |
| 311 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeFloat32Test) |
| 312 | ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeUint8Test) |
| 313 | |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 314 | // Pad |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 315 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
| 316 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 317 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 318 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 319 | // Permute |
| 320 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteFloat32Test) |
| 321 | ARMNN_AUTO_TEST_CASE(SimplePermuteUint8, SimplePermuteUint8Test) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 322 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1, PermuteFloat32ValueSet1Test) |
| 323 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2, PermuteFloat32ValueSet2Test) |
| 324 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3, PermuteFloat32ValueSet3Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 325 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 326 | // Lstm |
| 327 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 328 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 329 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 330 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 331 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 332 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 333 | |
| 334 | // Convert from Float16 to Float32 |
| 335 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| 336 | // Convert from Float32 to Float16 |
| 337 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| 338 | |
Éanna Ó Catháin | 47c1ddb | 2018-10-12 14:24:13 +0100 | [diff] [blame] | 339 | ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
| 340 | |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 341 | //Max |
| 342 | ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest) |
| 343 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 344 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 345 | ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| 346 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 347 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| 348 | |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 349 | // Mean |
| 350 | ARMNN_AUTO_TEST_CASE(MeanUint8Simple, MeanUint8SimpleTest) |
| 351 | ARMNN_AUTO_TEST_CASE(MeanUint8SimpleAxis, MeanUint8SimpleAxisTest) |
| 352 | ARMNN_AUTO_TEST_CASE(MeanUint8KeepDims, MeanUint8KeepDimsTest) |
| 353 | ARMNN_AUTO_TEST_CASE(MeanUint8MultipleDims, MeanUint8MultipleDimsTest) |
| 354 | ARMNN_AUTO_TEST_CASE(MeanVtsUint8, MeanVtsUint8Test) |
| 355 | |
| 356 | ARMNN_AUTO_TEST_CASE(MeanFloatSimple, MeanFloatSimpleTest) |
| 357 | ARMNN_AUTO_TEST_CASE(MeanFloatSimpleAxis, MeanFloatSimpleAxisTest) |
| 358 | ARMNN_AUTO_TEST_CASE(MeanFloatKeepDims, MeanFloatKeepDimsTest) |
| 359 | ARMNN_AUTO_TEST_CASE(MeanFloatMultipleDims, MeanFloatMultipleDimsTest) |
| 360 | ARMNN_AUTO_TEST_CASE(MeanVtsFloat1, MeanVtsFloat1Test) |
| 361 | ARMNN_AUTO_TEST_CASE(MeanVtsFloat2, MeanVtsFloat2Test) |
| 362 | ARMNN_AUTO_TEST_CASE(MeanVtsFloat3, MeanVtsFloat3Test) |
| 363 | |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 364 | // Minimum |
| 365 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1) |
| 366 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2) |
| 367 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| 368 | |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 369 | // Space To Batch Nd |
| 370 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| 371 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| 372 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| 373 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
| 374 | |
| 375 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| 376 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| 377 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| 378 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
| 379 | |
| 380 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test) |
| 381 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test) |
| 382 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test) |
| 383 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test) |
| 384 | |
| 385 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test) |
| 386 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test) |
| 387 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test) |
| 388 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test) |
| 389 | |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 390 | // Strided Slice |
| 391 | ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test) |
| 392 | ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test) |
| 393 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| 394 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| 395 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
| 396 | ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test) |
| 397 | ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test) |
| 398 | ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test) |
| 399 | ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test) |
| 400 | |
| 401 | ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test) |
| 402 | ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test) |
| 403 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| 404 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| 405 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
| 406 | ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test) |
| 407 | ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test) |
| 408 | ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test) |
| 409 | ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test) |
| 410 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 411 | // ============================================================================ |
| 412 | // COMPARE tests |
| 413 | |
| 414 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| 415 | |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 416 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, |
| 417 | CompareDepthwiseConvolution2dTest<float>, |
| 418 | armnn::DataLayout::NCHW) |
| 419 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, |
| 420 | CompareDepthwiseConvolution2dTest<uint8_t>, |
| 421 | armnn::DataLayout::NCHW) |
| 422 | |
| 423 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
| 424 | CompareDepthwiseConvolution2dTest<float>, |
| 425 | armnn::DataLayout::NHWC) |
| 426 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
| 427 | CompareDepthwiseConvolution2dTest<uint8_t>, |
| 428 | armnn::DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 429 | |
| 430 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
| 431 | armnn::NormalizationAlgorithmChannel::Within, |
| 432 | armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| 433 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
| 434 | armnn::NormalizationAlgorithmChannel::Across, |
| 435 | armnn::NormalizationAlgorithmMethod::LocalBrightness) |
| 436 | |
| 437 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 438 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 439 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f) |
| 440 | |
| 441 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Max) |
| 442 | |
| 443 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Average) |
| 444 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
| 445 | armnn::PoolingAlgorithm::Average) |
| 446 | |
| 447 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::L2) |
| 448 | |
| 449 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| 450 | |
| 451 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest) |
| 452 | |
| 453 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| 454 | |
| 455 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 456 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| 457 | |
| 458 | // ============================================================================ |
| 459 | // FIXTURE tests |
| 460 | |
| 461 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
| 462 | CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u) |
| 463 | |
| 464 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
| 465 | CompareActivationTest, armnn::ActivationFunction::TanH, 5u) |
| 466 | |
| 467 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
| 468 | CompareActivationTest, armnn::ActivationFunction::Linear, 5u) |
| 469 | |
| 470 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
| 471 | CompareActivationTest, armnn::ActivationFunction::ReLu, 5u) |
| 472 | |
| 473 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
| 474 | CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u) |
| 475 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
| 476 | CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu) |
| 477 | |
| 478 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
| 479 | CompareActivationTest, armnn::ActivationFunction::SoftReLu, 5u) |
| 480 | |
| 481 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
| 482 | CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u) |
| 483 | |
| 484 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
| 485 | CompareActivationTest, armnn::ActivationFunction::Abs, 5u) |
| 486 | |
| 487 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
| 488 | CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u) |
| 489 | |
| 490 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
| 491 | CompareActivationTest, armnn::ActivationFunction::Square, 5u) |
| 492 | |
| 493 | BOOST_AUTO_TEST_SUITE_END() |