Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 5 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 6 | #include "NeonWorkloadFactoryHelper.hpp" |
| 7 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 8 | #include <test/TensorHelpers.hpp> |
| 9 | #include <test/UnitTests.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 11 | #include <neon/NeonLayerSupport.hpp> |
| 12 | #include <neon/NeonWorkloadFactory.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 13 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 14 | #include <reference/RefWorkloadFactory.hpp> |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 15 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 16 | #include <backendsCommon/test/ActivationFixture.hpp> |
| 17 | #include <backendsCommon/test/LayerTests.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 19 | #include <boost/test/unit_test.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | |
| 21 | BOOST_AUTO_TEST_SUITE(Compute_ArmComputeNeon) |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 22 | |
| 23 | using namespace armnn; |
| 24 | |
| 25 | using FactoryType = NeonWorkloadFactory; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | |
| 27 | // ============================================================================ |
| 28 | // UNIT tests |
| 29 | |
Mike Kelly | 5685802 | 2020-01-27 12:14:47 +0000 | [diff] [blame] | 30 | // BatchToSpace |
| 31 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>) |
| 32 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>) |
| 33 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>) |
| 34 | |
| 35 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>) |
| 36 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>) |
| 37 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>) |
| 38 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 39 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>) |
| 40 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>) |
| 41 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>) |
| 42 | |
| 43 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>) |
| 44 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>) |
| 45 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>) |
| 46 | |
Mike Kelly | 5685802 | 2020-01-27 12:14:47 +0000 | [diff] [blame] | 47 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>) |
| 48 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>) |
| 49 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>) |
| 50 | |
| 51 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>) |
| 52 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>) |
| 53 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>) |
| 54 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 55 | // Convolution |
| 56 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 57 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 58 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW) |
| 59 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC) |
| 60 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW) |
| 61 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC) |
| 62 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW) |
| 63 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC) |
Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 64 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 65 | SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 66 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 67 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW) |
| 68 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 69 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 70 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 71 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| 72 | Convolution2dAsymmetricPaddingTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 73 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 74 | |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 75 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 76 | |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 77 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 78 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 79 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 80 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 81 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 82 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 83 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 84 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 85 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int8, |
| 86 | Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>, |
| 87 | false, |
| 88 | DataLayout::NCHW) |
| 89 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt8, |
| 90 | Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>, |
| 91 | false, |
| 92 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 93 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 94 | Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 95 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 96 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 97 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 98 | Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 99 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 100 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 101 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 102 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 103 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 104 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 105 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 106 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 107 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 108 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 109 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int8, |
| 110 | Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>, |
| 111 | false, |
| 112 | DataLayout::NCHW) |
| 113 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt8, |
| 114 | Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>, |
| 115 | false, |
| 116 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 117 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 118 | Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 119 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 120 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 121 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 122 | Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 123 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 124 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 125 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, |
| 126 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 127 | <DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 128 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 129 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 130 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, |
| 131 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 132 | <DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 133 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 134 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 135 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8, |
| 136 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
| 137 | <DataType::QAsymmS8, DataType::Signed32>, |
| 138 | false, |
| 139 | DataLayout::NCHW) |
| 140 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8, |
| 141 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
| 142 | <DataType::QAsymmS8, DataType::Signed32>, |
| 143 | false, |
| 144 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 145 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, |
| 146 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 147 | <DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 148 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 149 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 150 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, |
| 151 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 152 | <DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 153 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 154 | DataLayout::NHWC) |
Kevin May | 665a964a | 2019-08-21 16:53:50 +0100 | [diff] [blame] | 155 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4, |
| 156 | DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 157 | false, |
| 158 | armnn::DataLayout::NCHW) |
| 159 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2, |
| 160 | DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 161 | false, |
| 162 | armnn::DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 163 | |
Aron Virginas-Tar | 21fc28b | 2019-11-26 14:04:54 +0000 | [diff] [blame] | 164 | ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW); |
| 165 | ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC); |
| 166 | |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 167 | // DepthToSpace |
| 168 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW); |
| 169 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW); |
| 170 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW); |
| 171 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW); |
| 172 | |
Aron Virginas-Tar | 99836d3 | 2019-09-30 16:34:31 +0100 | [diff] [blame] | 173 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW); |
| 174 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW); |
| 175 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW); |
| 176 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW); |
| 177 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 178 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW); |
| 179 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW); |
| 180 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW); |
| 181 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW); |
| 182 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 183 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW); |
| 184 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW); |
| 185 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW); |
| 186 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW); |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 187 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 188 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW); |
| 189 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW); |
| 190 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW); |
| 191 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW); |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 192 | |
| 193 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC); |
| 194 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC); |
| 195 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC); |
| 196 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC); |
| 197 | |
Aron Virginas-Tar | 99836d3 | 2019-09-30 16:34:31 +0100 | [diff] [blame] | 198 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC); |
| 199 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC); |
| 200 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC); |
| 201 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC); |
| 202 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 203 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC); |
| 204 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC); |
| 205 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC); |
| 206 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC); |
| 207 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 208 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC); |
| 209 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC); |
| 210 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC); |
| 211 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC); |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 212 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 213 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC); |
| 214 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC); |
| 215 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC); |
| 216 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC); |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 217 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 218 | // Depthwise Convolution |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 219 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 220 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 221 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 222 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 223 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 224 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 225 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 226 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 227 | |
| 228 | // NHWC Depthwise Convolution |
| 229 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1NHhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 230 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 231 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 232 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 233 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 234 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 235 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 236 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 237 | |
Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 238 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 239 | ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| 240 | SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 241 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 242 | |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 243 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 244 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 245 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 246 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 247 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 248 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 249 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 250 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 251 | |
Matthew Jackson | 9910792 | 2019-07-25 12:58:56 +0100 | [diff] [blame] | 252 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test); |
| 253 | |
Aron Virginas-Tar | 2445744 | 2019-11-27 13:18:25 +0000 | [diff] [blame] | 254 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest, |
| 255 | DataLayout::NCHW); |
| 256 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest, |
| 257 | DataLayout::NHWC); |
| 258 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 259 | namespace |
| 260 | { |
| 261 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 262 | DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 263 | uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0, |
| 264 | uint32_t padTop = 0, uint32_t padBottom = 0) |
| 265 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 266 | IgnoreUnused(depthMultiplier); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 267 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 268 | DepthwiseConvolution2dDescriptor desc; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 269 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 270 | desc.m_PadLeft = padLeft; |
| 271 | desc.m_PadRight = padRight; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 272 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 273 | desc.m_PadTop = padTop; |
| 274 | desc.m_PadBottom = padBottom; |
| 275 | desc.m_StrideX = strideX; |
| 276 | desc.m_StrideY = strideY; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 277 | desc.m_BiasEnabled = false; |
| 278 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 279 | return desc; |
| 280 | } |
| 281 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 282 | TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo, |
| 283 | const TensorInfo& weightsInfo, |
| 284 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 285 | DataType dataType) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 286 | { |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 287 | const TensorShape& inputShape = inputInfo.GetShape(); |
| 288 | const TensorShape& filterShape = weightsInfo.GetShape(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 289 | |
| 290 | unsigned int inWidth = inputShape[3]; |
| 291 | unsigned int inHeight = inputShape[2]; |
| 292 | unsigned int inBatchSize = inputShape[0]; |
| 293 | |
| 294 | unsigned int filterWidth = filterShape[3]; |
| 295 | unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth); |
| 296 | unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX); |
| 297 | |
| 298 | unsigned int filterHeight = filterShape[2]; |
| 299 | unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight); |
| 300 | unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY); |
| 301 | unsigned int depthMultiplier = filterShape[0]; |
| 302 | |
| 303 | unsigned int outChannels = filterShape[1] * depthMultiplier; |
| 304 | unsigned int outBatchSize = inBatchSize; |
| 305 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 306 | TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth}); |
| 307 | return TensorInfo(outputShape, dataType); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 308 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 309 | } |
| 310 | |
| 311 | BOOST_AUTO_TEST_CASE(DepthwiseConv2dUtils) |
| 312 | { |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 313 | const DataType dataType = DataType::Float32; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 314 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 315 | TensorInfo inputInfo({1, 1, 10, 10 }, dataType); |
| 316 | TensorInfo outputInfo; |
| 317 | TensorInfo weightsInfo3x3({ 1, 1, 3, 3 }, dataType); |
| 318 | TensorInfo biasesInfo; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 319 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 320 | DepthwiseConvolution2dDescriptor descriptor; |
| 321 | NeonLayerSupport layerSupport; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 322 | |
| 323 | // Strides supported: 1,2,3 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 324 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 325 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 326 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 327 | weightsInfo3x3, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 328 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 329 | descriptor = MakeDepthwiseConv2dDesc(1, 2); |
| 330 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 331 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 332 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 333 | |
| 334 | descriptor = MakeDepthwiseConv2dDesc(1, 3); |
| 335 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 336 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 337 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 338 | |
| 339 | descriptor = MakeDepthwiseConv2dDesc(2, 1); |
| 340 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 341 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 342 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 343 | |
| 344 | descriptor = MakeDepthwiseConv2dDesc(2, 2); |
| 345 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 346 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 347 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 348 | |
| 349 | descriptor = MakeDepthwiseConv2dDesc(2, 3); |
| 350 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 351 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 352 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 353 | |
| 354 | descriptor = MakeDepthwiseConv2dDesc(3, 1); |
| 355 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 356 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 357 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 358 | |
| 359 | descriptor = MakeDepthwiseConv2dDesc(3, 2); |
| 360 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 361 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 362 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 363 | |
| 364 | descriptor = MakeDepthwiseConv2dDesc(3, 3); |
| 365 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 366 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 367 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 368 | |
| 369 | // Supported stride 4 |
| 370 | descriptor = MakeDepthwiseConv2dDesc(4, 1); |
| 371 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 372 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 373 | weightsInfo3x3, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 374 | |
| 375 | // Supported weights shape 1x1 |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 376 | TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 377 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 378 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 379 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 380 | weightsInfo1x1, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 381 | |
| 382 | // Supported shape 2x2 |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 383 | TensorInfo weightsInfo2x2({ 1, 1, 2, 2 }, DataType::Float32); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 384 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 385 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 386 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 387 | weightsInfo2x2, biasesInfo)); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 388 | |
| 389 | // Asymmetric padding |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 390 | descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2); |
| 391 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 392 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 393 | weightsInfo3x3, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 394 | } |
| 395 | |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 396 | // Dequantize |
Jan Eilers | f710793 | 2019-11-01 11:09:36 +0000 | [diff] [blame] | 397 | // Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 398 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| 399 | ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
Jan Eilers | f710793 | 2019-11-01 11:09:36 +0000 | [diff] [blame] | 400 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test) |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 401 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 402 | // Pooling |
| 403 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 404 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 405 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 406 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW) |
| 407 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC) |
| 408 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW) |
| 409 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 410 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 411 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| 412 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| 413 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW) |
| 414 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 415 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 416 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 417 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| 418 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 419 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW) |
| 420 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNeon, SimpleL2Pooling2dTest, DataLayout::NHWC) |
| 421 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 422 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 423 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 424 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 425 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 426 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 427 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 428 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 429 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 430 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 431 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 432 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| 433 | |
| 434 | // Ignore padding values for pooling but count padding fields into the divisor |
| 435 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 436 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 437 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 438 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 439 | |
| 440 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 441 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 442 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 443 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
| 444 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
| 445 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 446 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 447 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 448 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false) |
| 449 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 450 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 451 | true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 452 | |
| 453 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 454 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 455 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 456 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 457 | |
| 458 | // Activation |
| 459 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 460 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 461 | // Sigmoid Activation / Logistic |
| 462 | ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest) |
| 463 | ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test) |
| 464 | |
| 465 | // BoundedReLU Activation |
| 466 | ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest) |
| 467 | ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest) |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 468 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 469 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| 470 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 471 | // ReLU Activation |
| 472 | ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest) |
| 473 | ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test) |
David Monahan | 3b3c381 | 2020-02-25 09:03:29 +0000 | [diff] [blame] | 474 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 475 | // SoftReLU Activation |
| 476 | ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest) |
| 477 | |
| 478 | // LeakyReLU Activation |
| 479 | ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest) |
| 480 | |
| 481 | // Abs Activation |
| 482 | ARMNN_AUTO_TEST_CASE(Abs, AbsTest) |
Narumol Prangnawarat | b98bbcf | 2019-04-15 14:14:27 +0100 | [diff] [blame] | 483 | |
Sadik Armagan | 6095ba5 | 2019-09-13 17:07:19 +0100 | [diff] [blame] | 484 | // Sqrt Activation |
| 485 | ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest) |
| 486 | ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest) |
| 487 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 488 | // Square Activation |
| 489 | ARMNN_AUTO_TEST_CASE(Square, SquareTest) |
| 490 | |
| 491 | // Tanh Activation |
| 492 | ARMNN_AUTO_TEST_CASE(Tanh, TanhTest) |
| 493 | |
| 494 | // Elu Activation |
| 495 | ARMNN_AUTO_TEST_CASE(Elu, EluTest) |
| 496 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 497 | // Softmax |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 498 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 499 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 500 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 501 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 502 | |
Keith Davis | 69e653f | 2020-07-02 11:49:26 +0100 | [diff] [blame] | 503 | // LogSoftmax |
| 504 | ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>) |
| 505 | |
Mike Kelly | 0be3a88 | 2020-01-24 11:27:50 +0000 | [diff] [blame] | 506 | // Space To Batch Nd |
| 507 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| 508 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| 509 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| 510 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
| 511 | |
| 512 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| 513 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| 514 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| 515 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
| 516 | |
| 517 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test) |
| 518 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test) |
| 519 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test) |
| 520 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test) |
| 521 | |
| 522 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test) |
| 523 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test) |
| 524 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test) |
| 525 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test) |
| 526 | |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 527 | // SpaceToDepth |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 528 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test) |
| 529 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 530 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 531 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1) |
| 532 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 533 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 534 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2) |
| 535 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 536 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 537 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test) |
| 538 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 539 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 540 | // Splitter |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 541 | ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 542 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 543 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 544 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 545 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| 546 | |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 547 | // Concat |
| 548 | ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest) |
| 549 | ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test) |
Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 550 | ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 551 | ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 552 | |
Narumol Prangnawarat | 250d392 | 2020-03-30 16:11:04 +0100 | [diff] [blame] | 553 | // Convert from BFloat16 to Float32 |
| 554 | ARMNN_AUTO_TEST_CASE(ConvertBf16ToFp32, ConvertBf16ToFp32Test) |
| 555 | |
| 556 | // Convert from Float32 to BFloat16 |
| 557 | ARMNN_AUTO_TEST_CASE(ConvertFp32ToBf16, ConvertFp32ToBf16Test) |
| 558 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 559 | // Fully Connected |
| 560 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 561 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 562 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
| 563 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 564 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 565 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false) |
| 566 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 567 | |
| 568 | // Add |
| 569 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 570 | ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 571 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 572 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
| 573 | |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 574 | // Sub |
| 575 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
Mohamed Nour Abouelseoud | 3d93bc4 | 2018-11-21 10:35:17 +0000 | [diff] [blame] | 576 | ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 577 | ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
Conor Kennedy | b99480b | 2019-03-08 08:24:41 +0000 | [diff] [blame] | 578 | ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
| 579 | ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 580 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 581 | |
Pablo Tello | e61f071 | 2020-01-23 10:37:17 +0000 | [diff] [blame] | 582 | // Div |
| 583 | ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest) |
| 584 | ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest) |
| 585 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| 586 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
| 587 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 588 | // Mul |
| 589 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 590 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 591 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
Conor Kennedy | b99480b | 2019-03-08 08:24:41 +0000 | [diff] [blame] | 592 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| 593 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 594 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 595 | ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 596 | |
| 597 | // Batch Norm |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 598 | ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test) |
| 599 | ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 600 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 601 | // InstanceNormalization |
| 602 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW); |
| 603 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC); |
| 604 | |
| 605 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW); |
| 606 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC); |
| 607 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 608 | // Constant |
| 609 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 610 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 611 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 612 | // Concat |
| 613 | ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest) |
| 614 | ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 615 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 616 | ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test) |
| 617 | ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test) |
| 618 | ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test) |
| 619 | ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 620 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 621 | ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest) |
| 622 | ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test) |
| 623 | ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest) |
| 624 | ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 625 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 626 | ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test) |
| 627 | ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test) |
| 628 | ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test) |
| 629 | ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test) |
| 630 | ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false) |
| 631 | ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 632 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 633 | ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest) |
| 634 | ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test) |
| 635 | ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest) |
| 636 | ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test) |
| 637 | ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false) |
| 638 | ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 639 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 640 | ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test) |
| 641 | ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test) |
| 642 | ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false) |
| 643 | ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test) |
| 644 | ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test) |
| 645 | ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 646 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 647 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test) |
| 648 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test) |
| 649 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false) |
| 650 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test) |
| 651 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test) |
| 652 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false) |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 653 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 654 | // L2 Normalization |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 655 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW) |
| 656 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW) |
| 657 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW) |
| 658 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW) |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 659 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 660 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC) |
| 661 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC) |
| 662 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC) |
| 663 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 664 | |
Matthew Jackson | 82b15ed | 2019-07-25 16:14:30 +0100 | [diff] [blame] | 665 | ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest); |
| 666 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 667 | ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW) |
| 668 | ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW) |
Ferran Balaguer | 0c64f46 | 2019-06-18 16:32:30 +0100 | [diff] [blame] | 669 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 670 | // Floor |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 671 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 672 | |
Teresa Charlin | f540eb8 | 2020-04-10 19:24:55 +0100 | [diff] [blame] | 673 | // Gather |
| 674 | ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test) |
| 675 | ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test) |
| 676 | ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test) |
| 677 | ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test) |
| 678 | |
Teresa Charlin | cedd34f | 2020-03-30 11:17:30 +0100 | [diff] [blame] | 679 | // Equal |
| 680 | ARMNN_AUTO_TEST_CASE(EqualSimple, EqualSimpleTest) |
| 681 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest) |
| 682 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVector, EqualBroadcast1dVectorTest) |
| 683 | |
| 684 | ARMNN_AUTO_TEST_CASE(EqualSimpleUint8, EqualSimpleUint8Test) |
| 685 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test) |
| 686 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test) |
| 687 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 688 | // Greater |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 689 | ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest) |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 690 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 691 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest) |
| 692 | |
| 693 | ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test) |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 694 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 695 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test) |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 696 | |
Teresa Charlin | cedd34f | 2020-03-30 11:17:30 +0100 | [diff] [blame] | 697 | // GreaterOrEqual |
| 698 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimple, GreaterOrEqualSimpleTest) |
| 699 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest) |
| 700 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest) |
| 701 | |
| 702 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test) |
| 703 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test) |
| 704 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test) |
| 705 | |
| 706 | // Less |
| 707 | ARMNN_AUTO_TEST_CASE(LessSimple, LessSimpleTest) |
| 708 | ARMNN_AUTO_TEST_CASE(LessBroadcast1Element, LessBroadcast1ElementTest) |
| 709 | ARMNN_AUTO_TEST_CASE(LessBroadcast1dVector, LessBroadcast1dVectorTest) |
| 710 | |
| 711 | ARMNN_AUTO_TEST_CASE(LessSimpleUint8, LessSimpleUint8Test) |
| 712 | ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test) |
| 713 | ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test) |
| 714 | |
| 715 | // LessOrEqual |
| 716 | ARMNN_AUTO_TEST_CASE(LessOrEqualSimple, LessOrEqualSimpleTest) |
| 717 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest) |
| 718 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest) |
| 719 | |
| 720 | ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test) |
| 721 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test) |
| 722 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test) |
| 723 | |
| 724 | // NotEqual |
| 725 | ARMNN_AUTO_TEST_CASE(NotEqualSimple, NotEqualSimpleTest) |
| 726 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest) |
| 727 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest) |
| 728 | |
| 729 | ARMNN_AUTO_TEST_CASE(NotEqualSimpleUint8, NotEqualSimpleUint8Test) |
| 730 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test) |
| 731 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test) |
| 732 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 733 | // Reshape |
Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 734 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 735 | ARMNN_AUTO_TEST_CASE(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>) |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 736 | ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 737 | ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<armnn::DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 738 | |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 739 | // Pad |
| 740 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
FinnWilliamsArm | a5b5bbf | 2019-07-08 14:11:33 +0100 | [diff] [blame] | 741 | ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 742 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 743 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
| 744 | |
Teresa Charlin | ec8e198 | 2019-07-02 16:24:09 +0100 | [diff] [blame] | 745 | ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest) |
FinnWilliamsArm | a5b5bbf | 2019-07-08 14:11:33 +0100 | [diff] [blame] | 746 | ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
Teresa Charlin | ec8e198 | 2019-07-02 16:24:09 +0100 | [diff] [blame] | 747 | ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest) |
| 748 | ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest) |
| 749 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 750 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f) |
| 751 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f) |
| 752 | ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0) |
| 753 | ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0) |
FinnWilliamsArm | 8b797a8 | 2019-07-09 16:01:41 +0100 | [diff] [blame] | 754 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 755 | // Permute |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 756 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>) |
| 757 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>) |
| 758 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>) |
| 759 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 760 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>) |
| 761 | ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>) |
| 762 | ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>) |
| 763 | ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>) |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 764 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>) |
| 765 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>) |
| 766 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>) |
| 767 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 768 | |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 769 | // Lstm |
| 770 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| 771 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| 772 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 773 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 774 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| 775 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
Jan Eilers | ad5293a | 2019-07-08 09:57:55 +0100 | [diff] [blame] | 776 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| 777 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 778 | |
James Conroy | cc34093 | 2020-05-12 18:08:52 +0100 | [diff] [blame] | 779 | // QLstm |
| 780 | ARMNN_AUTO_TEST_CASE(QLstm, QLstmTest) |
Teresa Charlin | 8d23636 | 2020-07-24 14:59:07 +0100 | [diff] [blame] | 781 | ARMNN_AUTO_TEST_CASE(QLstm1, QLstmTest1) |
| 782 | ARMNN_AUTO_TEST_CASE(QLstm2, QLstmTest2) |
James Conroy | cc34093 | 2020-05-12 18:08:52 +0100 | [diff] [blame] | 783 | |
| 784 | // QuantizedLstm |
Francis Murtagh | 4fc3c48 | 2019-08-02 13:20:54 +0100 | [diff] [blame] | 785 | ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest) |
| 786 | |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 787 | // Mean |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 788 | ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>) |
| 789 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>) |
| 790 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>) |
| 791 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>) |
| 792 | ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>) |
| 793 | ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>) |
| 794 | ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>) |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 795 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 796 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>) |
| 797 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>) |
| 798 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>) |
| 799 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>) |
| 800 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>) |
| 801 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>) |
| 802 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>) |
| 803 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 804 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>) |
| 805 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>) |
| 806 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>) |
| 807 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>) |
| 808 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>) |
| 809 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>) |
| 810 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>) |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 811 | |
Nattapat Chaimanowong | 4e6597a | 2018-12-20 14:14:06 +0000 | [diff] [blame] | 812 | // Max |
| 813 | ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest) |
| 814 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 815 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 816 | ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| 817 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 818 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| 819 | |
Conor Kennedy | 54b2169 | 2019-01-09 07:57:38 +0000 | [diff] [blame] | 820 | // Min |
| 821 | ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1) |
| 822 | ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2) |
| 823 | ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| 824 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 825 | // Normalization |
| 826 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 827 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 828 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| 829 | |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 830 | // Resize Bilinear - NCHW data layout |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 831 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW) |
| 832 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW) |
| 833 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW) |
| 834 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW) |
| 835 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW) |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 836 | |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 837 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 838 | SimpleResizeBilinearTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 839 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 840 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 841 | ResizeBilinearNopTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 842 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 843 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 844 | ResizeBilinearSqMinTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 845 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 846 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 847 | ResizeBilinearMinTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 848 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 849 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 850 | ResizeBilinearMagTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 851 | DataLayout::NCHW) |
Conor Kennedy | dc1c082 | 2019-02-01 07:23:17 +0000 | [diff] [blame] | 852 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 853 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinear, |
| 854 | HalfPixelCentersResizeBilinearTest<DataType::Float32>, |
| 855 | DataLayout::NCHW) |
| 856 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinear, |
| 857 | AlignCornersResizeBilinearTest<DataType::Float32>, |
| 858 | DataLayout::NCHW) |
| 859 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearInt8, |
| 860 | HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>, |
| 861 | DataLayout::NCHW) |
| 862 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearInt8, |
| 863 | AlignCornersResizeBilinearTest<DataType::QAsymmS8>, |
| 864 | DataLayout::NCHW) |
| 865 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearUint8, |
| 866 | HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>, |
| 867 | DataLayout::NCHW) |
| 868 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearUint8, |
| 869 | AlignCornersResizeBilinearTest<DataType::QAsymmU8>, |
| 870 | DataLayout::NCHW) |
| 871 | |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 872 | // Resize Bilinear - NHWC data layout |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 873 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 874 | ResizeBilinearNopTest<DataType::Float32>, |
| 875 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 876 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 877 | SimpleResizeBilinearTest<DataType::Float32>, |
| 878 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 879 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 880 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 881 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 882 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 883 | ResizeBilinearMinTest<DataType::Float32>, |
| 884 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 885 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 886 | ResizeBilinearMagTest<DataType::Float32>, |
| 887 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 888 | |
| 889 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 890 | ResizeBilinearNopTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 891 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 892 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 893 | SimpleResizeBilinearTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 894 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 895 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 896 | ResizeBilinearSqMinTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 897 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 898 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 899 | ResizeBilinearMinTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 900 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 901 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 902 | ResizeBilinearMagTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 903 | DataLayout::NHWC) |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 904 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 905 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearNhwc, |
| 906 | HalfPixelCentersResizeBilinearTest<DataType::Float32>, |
| 907 | DataLayout::NHWC) |
| 908 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearNhwc, |
| 909 | AlignCornersResizeBilinearTest<DataType::Float32>, |
| 910 | DataLayout::NHWC) |
| 911 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearInt8Nhwc, |
| 912 | HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>, |
| 913 | DataLayout::NHWC) |
| 914 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearInt8Nhwc, |
| 915 | AlignCornersResizeBilinearTest<DataType::QAsymmS8>, |
| 916 | DataLayout::NHWC) |
| 917 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearUint8Nhwc, |
| 918 | HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>, |
| 919 | DataLayout::NHWC) |
| 920 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearUint8Nhwc, |
| 921 | AlignCornersResizeBilinearTest<DataType::QAsymmU8>, |
| 922 | DataLayout::NHWC) |
| 923 | |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 924 | // Resize NearestNeighbor - NCHW |
| 925 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 926 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 927 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 928 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 929 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 930 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 931 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 932 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 933 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 934 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 935 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 936 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 937 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 938 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 939 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 940 | |
| 941 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 942 | SimpleResizeNearestNeighborTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 943 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 944 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 945 | ResizeNearestNeighborNopTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 946 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 947 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 948 | ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 949 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 950 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 951 | ResizeNearestNeighborMinTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 952 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 953 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 954 | ResizeNearestNeighborMagTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 955 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 956 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 957 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbour, |
| 958 | HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>, |
| 959 | DataLayout::NCHW) |
| 960 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbour, |
| 961 | AlignCornersResizeNearestNeighbourTest<DataType::Float32>, |
| 962 | DataLayout::NCHW) |
| 963 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourInt8, |
| 964 | HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| 965 | DataLayout::NCHW) |
| 966 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourInt8, |
| 967 | AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| 968 | DataLayout::NCHW) |
| 969 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourUint8, |
| 970 | HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| 971 | DataLayout::NCHW) |
| 972 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourUint8, |
| 973 | AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| 974 | DataLayout::NCHW) |
| 975 | |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 976 | // Resize NearestNeighbor - NHWC |
| 977 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 978 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 979 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 980 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 981 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 982 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 983 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 984 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 985 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 986 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 987 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 988 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 989 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 990 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 991 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 992 | |
| 993 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 994 | ResizeNearestNeighborNopTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 995 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 996 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 997 | SimpleResizeNearestNeighborTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 998 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 999 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1000 | ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1001 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 1002 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1003 | ResizeNearestNeighborMinTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1004 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 1005 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1006 | ResizeNearestNeighborMagTest<DataType::QAsymmU8>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1007 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 1008 | |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1009 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourNhwc, |
| 1010 | HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>, |
| 1011 | DataLayout::NHWC) |
| 1012 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourNhwc, |
| 1013 | AlignCornersResizeNearestNeighbourTest<DataType::Float32>, |
| 1014 | DataLayout::NHWC) |
| 1015 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourInt8Nhwc, |
| 1016 | HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| 1017 | DataLayout::NHWC) |
| 1018 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourInt8Nhwc, |
| 1019 | AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| 1020 | DataLayout::NHWC) |
| 1021 | ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourUint8Nhwc, |
| 1022 | HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| 1023 | DataLayout::NHWC) |
| 1024 | ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourUint8Nhwc, |
| 1025 | AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| 1026 | DataLayout::NHWC) |
| 1027 | |
josh minor | 036f02d | 2019-11-15 14:53:22 -0600 | [diff] [blame] | 1028 | // Slice |
| 1029 | ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test) |
| 1030 | ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test) |
| 1031 | ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test) |
| 1032 | ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test) |
| 1033 | ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test) |
| 1034 | ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test) |
| 1035 | ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test) |
| 1036 | ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test) |
| 1037 | ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test) |
| 1038 | ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test) |
| 1039 | ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test) |
| 1040 | ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test) |
| 1041 | |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 1042 | // Strided Slice |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1043 | ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test) |
| 1044 | ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test) |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 1045 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| 1046 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| 1047 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
Francis Murtagh | ec33a91 | 2019-11-05 14:26:23 +0000 | [diff] [blame] | 1048 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test) |
| 1049 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, |
| 1050 | StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test) |
| 1051 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test) |
| 1052 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test) |
| 1053 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test) |
| 1054 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test) |
| 1055 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32, |
| 1056 | StridedSliceShrinkAxisMaskBitPosition0And1Float32Test) |
| 1057 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32, |
| 1058 | StridedSliceShrinkAxisMaskBitPosition0And2Float32Test) |
| 1059 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32, |
| 1060 | StridedSliceShrinkAxisMaskBitPosition0And3Float32Test) |
| 1061 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, |
| 1062 | StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1063 | ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test) |
| 1064 | ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test) |
| 1065 | ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test) |
| 1066 | ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test) |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 1067 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1068 | ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test) |
| 1069 | ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test) |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 1070 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| 1071 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| 1072 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
Francis Murtagh | ec33a91 | 2019-11-05 14:26:23 +0000 | [diff] [blame] | 1073 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, |
| 1074 | StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test) |
| 1075 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test) |
| 1076 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test) |
| 1077 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test) |
| 1078 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test) |
| 1079 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8, |
| 1080 | StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test) |
| 1081 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8, |
| 1082 | StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test) |
| 1083 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8, |
| 1084 | StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test) |
| 1085 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, |
| 1086 | StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 1087 | ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test) |
| 1088 | ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test) |
| 1089 | ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test) |
| 1090 | ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test) |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 1091 | |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 1092 | // Quantize |
| 1093 | ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| 1094 | ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) |
| 1095 | |
Nikhil Raj | 9b46148 | 2019-07-03 15:58:31 +0100 | [diff] [blame] | 1096 | // PReLU |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1097 | ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>) |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1098 | ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QAsymmU8>) |
Nikhil Raj | 9b46148 | 2019-07-03 15:58:31 +0100 | [diff] [blame] | 1099 | |
Matthew Jackson | 87f65ea | 2019-08-01 10:01:34 +0100 | [diff] [blame] | 1100 | // Stack |
Matthew Jackson | e69c399 | 2019-09-09 14:31:21 +0100 | [diff] [blame] | 1101 | ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test) |
| 1102 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test) |
| 1103 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test) |
| 1104 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test) |
| 1105 | ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test) |
| 1106 | ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test) |
Matthew Jackson | 87f65ea | 2019-08-01 10:01:34 +0100 | [diff] [blame] | 1107 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1108 | // Transpose |
| 1109 | ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>) |
| 1110 | ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>) |
| 1111 | ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>) |
| 1112 | ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1113 | ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymms8, SimpleTransposeTest<DataType::QAsymmS8>) |
| 1114 | ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>) |
| 1115 | ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>) |
| 1116 | ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>) |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1117 | ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>) |
| 1118 | ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>) |
| 1119 | ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>) |
| 1120 | ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>) |
| 1121 | ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>) |
| 1122 | ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>) |
| 1123 | ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>) |
| 1124 | ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>) |
| 1125 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1126 | // TransposeConvolution2d |
| 1127 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, |
| 1128 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1129 | true, |
| 1130 | DataLayout::NCHW) |
| 1131 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, |
| 1132 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1133 | true, |
| 1134 | DataLayout::NHWC) |
| 1135 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1136 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1137 | true, |
| 1138 | DataLayout::NCHW) |
| 1139 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1140 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1141 | true, |
| 1142 | DataLayout::NHWC) |
| 1143 | |
| 1144 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, |
| 1145 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1146 | false, |
| 1147 | DataLayout::NCHW) |
| 1148 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, |
| 1149 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1150 | true, |
| 1151 | DataLayout::NHWC) |
| 1152 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1153 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1154 | true, |
| 1155 | DataLayout::NCHW) |
| 1156 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1157 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1158 | true, |
| 1159 | DataLayout::NHWC) |
| 1160 | |
| 1161 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, |
| 1162 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1163 | true, |
| 1164 | DataLayout::NCHW) |
| 1165 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, |
| 1166 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1167 | true, |
| 1168 | DataLayout::NHWC) |
| 1169 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1170 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1171 | true, |
| 1172 | DataLayout::NCHW) |
| 1173 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1174 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1175 | true, |
| 1176 | DataLayout::NHWC) |
| 1177 | |
| 1178 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, |
| 1179 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1180 | false, |
| 1181 | DataLayout::NCHW) |
| 1182 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, |
| 1183 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1184 | true, |
| 1185 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1186 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nchw, |
| 1187 | PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>, |
| 1188 | true, |
| 1189 | DataLayout::NCHW) |
| 1190 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nhwc, |
| 1191 | PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>, |
| 1192 | true, |
| 1193 | DataLayout::NHWC) |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1194 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1195 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1196 | true, |
| 1197 | DataLayout::NCHW) |
| 1198 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1199 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1200 | true, |
| 1201 | DataLayout::NHWC) |
| 1202 | |
| 1203 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, |
| 1204 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1205 | true, |
| 1206 | DataLayout::NCHW) |
| 1207 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, |
| 1208 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1209 | true, |
| 1210 | DataLayout::NHWC) |
| 1211 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1212 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1213 | true, |
| 1214 | DataLayout::NCHW) |
| 1215 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1216 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1217 | true, |
| 1218 | DataLayout::NHWC) |
| 1219 | |
| 1220 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, |
| 1221 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1222 | false, |
| 1223 | DataLayout::NCHW) |
| 1224 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, |
| 1225 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1226 | true, |
| 1227 | DataLayout::NHWC) |
| 1228 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1229 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1230 | true, |
| 1231 | DataLayout::NCHW) |
| 1232 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1233 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1234 | true, |
| 1235 | DataLayout::NHWC) |
| 1236 | |
Aron Virginas-Tar | 7599aa4 | 2019-08-20 15:30:04 +0100 | [diff] [blame] | 1237 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw, |
| 1238 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1239 | DataLayout::NCHW) |
| 1240 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc, |
| 1241 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1242 | DataLayout::NHWC) |
| 1243 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1244 | MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | 7599aa4 | 2019-08-20 15:30:04 +0100 | [diff] [blame] | 1245 | DataLayout::NCHW) |
| 1246 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1247 | MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | 7599aa4 | 2019-08-20 15:30:04 +0100 | [diff] [blame] | 1248 | DataLayout::NHWC) |
| 1249 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 1250 | // Abs |
| 1251 | ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>) |
| 1252 | ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>) |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 1253 | ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>) |
| 1254 | |
Kevin May | ec52c3a | 2020-04-24 09:42:31 +0100 | [diff] [blame] | 1255 | ARMNN_AUTO_TEST_CASE(Abs2dSigned32, Abs2dTest<DataType::Signed32>) |
| 1256 | ARMNN_AUTO_TEST_CASE(Abs3dSigned32, Abs3dTest<DataType::Signed32>) |
| 1257 | ARMNN_AUTO_TEST_CASE(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>) |
| 1258 | |
Aron Virginas-Tar | 0dd3b43 | 2019-09-10 13:55:09 +0100 | [diff] [blame] | 1259 | // Rsqrt |
| 1260 | ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>) |
| 1261 | ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>) |
| 1262 | ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>) |
| 1263 | ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>) |
| 1264 | |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 1265 | // ArgMinMax |
| 1266 | ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>) |
| 1267 | ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>) |
| 1268 | ARMNN_AUTO_TEST_CASE(ArgMinChannel, ArgMinChannelTest<DataType::Float32>) |
| 1269 | ARMNN_AUTO_TEST_CASE(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>) |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 1270 | ARMNN_AUTO_TEST_CASE(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>) |
| 1271 | ARMNN_AUTO_TEST_CASE(ArgMinWidth, ArgMinWidthTest<DataType::Float32>) |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 1272 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 1273 | ARMNN_AUTO_TEST_CASE(ArgMinQAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>) |
| 1274 | ARMNN_AUTO_TEST_CASE(ArgMaxQAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>) |
| 1275 | ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>) |
| 1276 | ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>) |
| 1277 | ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymmS8, ArgMaxHeightTest<DataType::QAsymmS8>) |
| 1278 | ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymmS8, ArgMinWidthTest<DataType::QAsymmS8>) |
| 1279 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1280 | ARMNN_AUTO_TEST_CASE(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>) |
| 1281 | ARMNN_AUTO_TEST_CASE(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>) |
| 1282 | ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>) |
| 1283 | ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>) |
| 1284 | ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>) |
| 1285 | ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>) |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 1286 | |
Sadik Armagan | ac47210 | 2020-03-24 09:54:36 +0000 | [diff] [blame] | 1287 | // Neg |
| 1288 | ARMNN_AUTO_TEST_CASE(Neg2d, Neg2dTest<DataType::Float32>) |
| 1289 | ARMNN_AUTO_TEST_CASE(Neg3d, Neg3dTest<DataType::Float32>) |
| 1290 | ARMNN_AUTO_TEST_CASE(NegZero, NegZeroTest<DataType::Float32>) |
| 1291 | ARMNN_AUTO_TEST_CASE(NegNegative, NegNegativeTest<DataType::Float32>) |
| 1292 | |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 1293 | // Exp |
| 1294 | ARMNN_AUTO_TEST_CASE(Exp2d, Exp2dTest<DataType::Float32>) |
| 1295 | ARMNN_AUTO_TEST_CASE(Exo3d, Exp3dTest<DataType::Float32>) |
| 1296 | ARMNN_AUTO_TEST_CASE(ExpZero, ExpZeroTest<DataType::Float32>) |
| 1297 | ARMNN_AUTO_TEST_CASE(ExpNegative, ExpNegativeTest<DataType::Float32>) |
| 1298 | |
Sadik Armagan | a792a05 | 2020-06-23 16:22:23 +0100 | [diff] [blame] | 1299 | // Fill |
| 1300 | ARMNN_AUTO_TEST_CASE(SimpleFill, SimpleFillTest<DataType::Float32>) |
| 1301 | ARMNN_AUTO_TEST_CASE(SimpleFillF16, SimpleFillTest<DataType::Float16>) |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 1302 | ARMNN_AUTO_TEST_CASE(SimpleFillS32, SimpleFillTest<DataType::Signed32>) |
Sadik Armagan | a792a05 | 2020-06-23 16:22:23 +0100 | [diff] [blame] | 1303 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 1304 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1305 | |
| 1306 | // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available |
| 1307 | // if the reference backend is not built |
| 1308 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1309 | // ============================================================================ |
| 1310 | // COMPARE tests |
| 1311 | |
| 1312 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| 1313 | |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1314 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1315 | CompareDepthwiseConvolution2dFloatTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1316 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1317 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1318 | CompareDepthwiseConvolution2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1319 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1320 | |
| 1321 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1322 | CompareDepthwiseConvolution2dFloatTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1323 | DataLayout::NHWC) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1324 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1325 | CompareDepthwiseConvolution2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1326 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1327 | |
| 1328 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1329 | NormalizationAlgorithmChannel::Within, |
| 1330 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1331 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1332 | NormalizationAlgorithmChannel::Across, |
| 1333 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1334 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1335 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1336 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1337 | PoolingAlgorithm::Max) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1338 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReference, ComparePooling2dTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1339 | PoolingAlgorithm::Average) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1340 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1341 | PoolingAlgorithm::Average) |
| 1342 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1343 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1344 | PoolingAlgorithm::L2) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1345 | |
| 1346 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 1347 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 1348 | |
| 1349 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f) |
| 1350 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f) |
| 1351 | |
| 1352 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| 1353 | |
| 1354 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithReference, CompareMultiplicationTest) |
| 1355 | |
| 1356 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| 1357 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 1358 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 1359 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1360 | |
| 1361 | // ============================================================================ |
| 1362 | // FIXTURE tests |
| 1363 | |
| 1364 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1365 | CompareActivationTest, ActivationFunction::Sigmoid, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1366 | |
| 1367 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1368 | CompareActivationTest, ActivationFunction::TanH, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1369 | |
| 1370 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1371 | CompareActivationTest, ActivationFunction::Linear, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1372 | |
| 1373 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1374 | CompareActivationTest, ActivationFunction::ReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1375 | |
| 1376 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1377 | CompareActivationTest, ActivationFunction::BoundedReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1378 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1379 | CompareActivationUint8Test, ActivationFunction::BoundedReLu) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1380 | |
| 1381 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1382 | CompareActivationTest, ActivationFunction::SoftReLu, 1u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1383 | |
| 1384 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1385 | CompareActivationTest, ActivationFunction::LeakyReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1386 | |
| 1387 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1388 | CompareActivationTest, ActivationFunction::Abs, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1389 | |
| 1390 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1391 | CompareActivationTest, ActivationFunction::Sqrt, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1392 | |
| 1393 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1394 | CompareActivationTest, ActivationFunction::Square, 5u) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1395 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 1396 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareEluActivationWithReference, ActivationFixture, |
| 1397 | CompareActivationTest, ActivationFunction::Elu, 5u) |
| 1398 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1399 | #endif |
| 1400 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1401 | BOOST_AUTO_TEST_SUITE_END() |