telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 5 | |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 6 | #include "NeonWorkloadFactoryHelper.hpp" |
| 7 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 8 | #include <test/TensorHelpers.hpp> |
| 9 | #include <test/UnitTests.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 11 | #include <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 | |
| 30 | // Convolution |
| 31 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 32 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 33 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW) |
| 34 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC) |
| 35 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW) |
| 36 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC) |
| 37 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW) |
| 38 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC) |
Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 39 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 40 | SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 41 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 42 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW) |
| 43 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 44 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 45 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 46 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| 47 | Convolution2dAsymmetricPaddingTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 48 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 49 | |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 50 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 51 | |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 52 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 53 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 54 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 55 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 56 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 57 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 58 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 59 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 60 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 61 | Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 62 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 63 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 64 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 65 | Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 66 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 67 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 68 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 69 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 70 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 71 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 72 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 73 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 74 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 75 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 76 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 77 | Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 78 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 79 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 80 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 81 | Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 82 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 83 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 84 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, |
| 85 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 86 | <DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 87 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 88 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 89 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, |
| 90 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 91 | <DataType::Float32, DataType::Float32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 92 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 93 | DataLayout::NHWC) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 94 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, |
| 95 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 96 | <DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 97 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 98 | DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 99 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, |
| 100 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 101 | <DataType::QuantisedAsymm8, DataType::Signed32>, |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 102 | false, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 103 | DataLayout::NHWC) |
Kevin May | 665a964a | 2019-08-21 16:53:50 +0100 | [diff] [blame] | 104 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4, |
| 105 | DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 106 | false, |
| 107 | armnn::DataLayout::NCHW) |
| 108 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2, |
| 109 | DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>, |
| 110 | false, |
| 111 | armnn::DataLayout::NCHW) |
Jan Eilers | 59c6670 | 2019-07-11 10:22:36 +0100 | [diff] [blame] | 112 | |
Aron Virginas-Tar | 21fc28b | 2019-11-26 14:04:54 +0000 | [diff] [blame^] | 113 | ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW); |
| 114 | ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC); |
| 115 | |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 116 | // DepthToSpace |
| 117 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW); |
| 118 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW); |
| 119 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW); |
| 120 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW); |
| 121 | |
Aron Virginas-Tar | 99836d3 | 2019-09-30 16:34:31 +0100 | [diff] [blame] | 122 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW); |
| 123 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW); |
| 124 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW); |
| 125 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW); |
| 126 | |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 127 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NCHW); |
| 128 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NCHW); |
| 129 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NCHW); |
| 130 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NCHW); |
| 131 | |
| 132 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NCHW); |
| 133 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NCHW); |
| 134 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NCHW); |
| 135 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NCHW); |
| 136 | |
| 137 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC); |
| 138 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC); |
| 139 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC); |
| 140 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC); |
| 141 | |
Aron Virginas-Tar | 99836d3 | 2019-09-30 16:34:31 +0100 | [diff] [blame] | 142 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC); |
| 143 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC); |
| 144 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC); |
| 145 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC); |
| 146 | |
Aron Virginas-Tar | 2f00b74 | 2019-09-30 13:28:08 +0100 | [diff] [blame] | 147 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NHWC); |
| 148 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NHWC); |
| 149 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NHWC); |
| 150 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NHWC); |
| 151 | |
| 152 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NHWC); |
| 153 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NHWC); |
| 154 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NHWC); |
| 155 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NHWC); |
| 156 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 157 | // Depthwise Convolution |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 158 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 159 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 160 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 161 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 162 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 163 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 164 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 165 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 166 | |
| 167 | // NHWC Depthwise Convolution |
| 168 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1NHhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 169 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 170 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 171 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 172 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 173 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 174 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 175 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 176 | |
Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 177 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 178 | ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| 179 | SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 180 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 181 | |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 182 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 183 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 184 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 185 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 186 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 187 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 188 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 189 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 190 | |
Matthew Jackson | 9910792 | 2019-07-25 12:58:56 +0100 | [diff] [blame] | 191 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test); |
| 192 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 193 | namespace |
| 194 | { |
| 195 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 196 | DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 197 | uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0, |
| 198 | uint32_t padTop = 0, uint32_t padBottom = 0) |
| 199 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 200 | boost::ignore_unused(depthMultiplier); |
| 201 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 202 | DepthwiseConvolution2dDescriptor desc; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 203 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 204 | desc.m_PadLeft = padLeft; |
| 205 | desc.m_PadRight = padRight; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 206 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 207 | desc.m_PadTop = padTop; |
| 208 | desc.m_PadBottom = padBottom; |
| 209 | desc.m_StrideX = strideX; |
| 210 | desc.m_StrideY = strideY; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 211 | desc.m_BiasEnabled = false; |
| 212 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 213 | return desc; |
| 214 | } |
| 215 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 216 | TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo, |
| 217 | const TensorInfo& weightsInfo, |
| 218 | const DepthwiseConvolution2dDescriptor& descriptor, |
| 219 | DataType dataType) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 220 | { |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 221 | const TensorShape& inputShape = inputInfo.GetShape(); |
| 222 | const TensorShape& filterShape = weightsInfo.GetShape(); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 223 | |
| 224 | unsigned int inWidth = inputShape[3]; |
| 225 | unsigned int inHeight = inputShape[2]; |
| 226 | unsigned int inBatchSize = inputShape[0]; |
| 227 | |
| 228 | unsigned int filterWidth = filterShape[3]; |
| 229 | unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth); |
| 230 | unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX); |
| 231 | |
| 232 | unsigned int filterHeight = filterShape[2]; |
| 233 | unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight); |
| 234 | unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY); |
| 235 | unsigned int depthMultiplier = filterShape[0]; |
| 236 | |
| 237 | unsigned int outChannels = filterShape[1] * depthMultiplier; |
| 238 | unsigned int outBatchSize = inBatchSize; |
| 239 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 240 | TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth}); |
| 241 | return TensorInfo(outputShape, dataType); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 242 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 243 | } |
| 244 | |
| 245 | BOOST_AUTO_TEST_CASE(DepthwiseConv2dUtils) |
| 246 | { |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 247 | const DataType dataType = DataType::Float32; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 248 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 249 | TensorInfo inputInfo({1, 1, 10, 10 }, dataType); |
| 250 | TensorInfo outputInfo; |
| 251 | TensorInfo weightsInfo3x3({ 1, 1, 3, 3 }, dataType); |
| 252 | TensorInfo biasesInfo; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 253 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 254 | DepthwiseConvolution2dDescriptor descriptor; |
| 255 | NeonLayerSupport layerSupport; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 256 | |
| 257 | // Strides supported: 1,2,3 |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 258 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 259 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 260 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 261 | weightsInfo3x3, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 262 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 263 | descriptor = MakeDepthwiseConv2dDesc(1, 2); |
| 264 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 265 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 266 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 267 | |
| 268 | descriptor = MakeDepthwiseConv2dDesc(1, 3); |
| 269 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 270 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 271 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 272 | |
| 273 | descriptor = MakeDepthwiseConv2dDesc(2, 1); |
| 274 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 275 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 276 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 277 | |
| 278 | descriptor = MakeDepthwiseConv2dDesc(2, 2); |
| 279 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 280 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 281 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 282 | |
| 283 | descriptor = MakeDepthwiseConv2dDesc(2, 3); |
| 284 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 285 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 286 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 287 | |
| 288 | descriptor = MakeDepthwiseConv2dDesc(3, 1); |
| 289 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 290 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 291 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 292 | |
| 293 | descriptor = MakeDepthwiseConv2dDesc(3, 2); |
| 294 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 295 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 296 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 297 | |
| 298 | descriptor = MakeDepthwiseConv2dDesc(3, 3); |
| 299 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 300 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 301 | weightsInfo3x3, biasesInfo)); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 302 | |
| 303 | // Supported stride 4 |
| 304 | descriptor = MakeDepthwiseConv2dDesc(4, 1); |
| 305 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 306 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 307 | weightsInfo3x3, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 308 | |
| 309 | // Supported weights shape 1x1 |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 310 | TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 311 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 312 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 313 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 314 | weightsInfo1x1, biasesInfo)); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 315 | |
| 316 | // Supported shape 2x2 |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 317 | TensorInfo weightsInfo2x2({ 1, 1, 2, 2 }, DataType::Float32); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 318 | descriptor = MakeDepthwiseConv2dDesc(1, 1); |
| 319 | outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType); |
Aron Virginas-Tar | fc82431 | 2018-10-15 15:00:13 +0100 | [diff] [blame] | 320 | BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor, |
| 321 | weightsInfo2x2, biasesInfo)); |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 322 | |
| 323 | // Asymmetric padding |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 324 | descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2); |
| 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 | } |
| 329 | |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 330 | // Dequantize |
Jan Eilers | f710793 | 2019-11-01 11:09:36 +0000 | [diff] [blame] | 331 | // Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 332 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| 333 | ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
Jan Eilers | f710793 | 2019-11-01 11:09:36 +0000 | [diff] [blame] | 334 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test) |
Narumol Prangnawarat | 01961a7 | 2019-05-30 16:47:12 +0100 | [diff] [blame] | 335 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 336 | // Pooling |
| 337 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 338 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 339 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 340 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW) |
| 341 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC) |
| 342 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW) |
| 343 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 344 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 345 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| 346 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| 347 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW) |
| 348 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 349 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 350 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 351 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| 352 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 353 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW) |
| 354 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNeon, SimpleL2Pooling2dTest, DataLayout::NHWC) |
| 355 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 356 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 357 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 358 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 359 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 360 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 361 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 362 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 363 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 364 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 365 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 366 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| 367 | |
| 368 | // Ignore padding values for pooling but count padding fields into the divisor |
| 369 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 370 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 371 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 372 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 373 | |
| 374 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 375 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 376 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 377 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
| 378 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
| 379 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 380 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 381 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 382 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false) |
| 383 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 384 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 385 | true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 386 | |
| 387 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 388 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 389 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 390 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 391 | |
| 392 | // Activation |
| 393 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 394 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 395 | // ReLu |
| 396 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 397 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| 398 | |
Narumol Prangnawarat | b98bbcf | 2019-04-15 14:14:27 +0100 | [diff] [blame] | 399 | // Sigmoid |
| 400 | ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest) |
| 401 | ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test) |
| 402 | |
Sadik Armagan | 6095ba5 | 2019-09-13 17:07:19 +0100 | [diff] [blame] | 403 | // Sqrt Activation |
| 404 | ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest) |
| 405 | ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest) |
| 406 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 407 | // Softmax |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 408 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 409 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 410 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 411 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 412 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 413 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxBeta1, Simple3dSoftmaxTest, 1.0f) |
| 414 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxBeta1Uint8, Simple3dSoftmaxUint8Test, 1.0f) |
| 415 | |
| 416 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxBeta1, Simple4dSoftmaxTest, 1.0f) |
| 417 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxBeta1Uint8, Simple4dSoftmaxUint8Test, 1.0f) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 418 | |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 419 | // SpaceToDepth |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 420 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test) |
| 421 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 422 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 423 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1) |
| 424 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 425 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 426 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2) |
| 427 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 428 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 429 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test) |
| 430 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test) |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 431 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 432 | // Splitter |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 433 | ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 434 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 435 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 436 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 437 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| 438 | |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 439 | // Concat |
| 440 | ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest) |
| 441 | ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test) |
Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 442 | ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 443 | ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 444 | |
| 445 | // Fully Connected |
| 446 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 447 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 448 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
| 449 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 450 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 451 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false) |
| 452 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 453 | |
| 454 | // Add |
| 455 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 456 | ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 457 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 458 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
| 459 | |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 460 | // Sub |
| 461 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
Mohamed Nour Abouelseoud | 3d93bc4 | 2018-11-21 10:35:17 +0000 | [diff] [blame] | 462 | ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 463 | ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
Conor Kennedy | b99480b | 2019-03-08 08:24:41 +0000 | [diff] [blame] | 464 | ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
| 465 | ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 466 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 467 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 468 | // Mul |
| 469 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 470 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 471 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
Conor Kennedy | b99480b | 2019-03-08 08:24:41 +0000 | [diff] [blame] | 472 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| 473 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 474 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 475 | ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 476 | |
| 477 | // Batch Norm |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 478 | ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test) |
| 479 | ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 480 | |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 481 | // InstanceNormalization |
| 482 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW); |
| 483 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC); |
| 484 | |
| 485 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW); |
| 486 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC); |
| 487 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 488 | // Constant |
| 489 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 490 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 491 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 492 | // Concat |
| 493 | ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest) |
| 494 | ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 495 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 496 | ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test) |
| 497 | ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test) |
| 498 | ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test) |
| 499 | ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 500 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 501 | ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest) |
| 502 | ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test) |
| 503 | ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest) |
| 504 | ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 505 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 506 | ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test) |
| 507 | ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test) |
| 508 | ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test) |
| 509 | ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test) |
| 510 | ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false) |
| 511 | ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 512 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 513 | ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest) |
| 514 | ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test) |
| 515 | ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest) |
| 516 | ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test) |
| 517 | ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false) |
| 518 | ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 519 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 520 | ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test) |
| 521 | ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test) |
| 522 | ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false) |
| 523 | ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test) |
| 524 | ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test) |
| 525 | ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 526 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 527 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test) |
| 528 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test) |
| 529 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false) |
| 530 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test) |
| 531 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test) |
| 532 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false) |
Sadik Armagan | 0d4863d | 2019-10-09 14:26:32 +0100 | [diff] [blame] | 533 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 534 | // L2 Normalization |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 535 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW) |
| 536 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW) |
| 537 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW) |
| 538 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW) |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 539 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 540 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC) |
| 541 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC) |
| 542 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC) |
| 543 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 544 | |
Matthew Jackson | 82b15ed | 2019-07-25 16:14:30 +0100 | [diff] [blame] | 545 | ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest); |
| 546 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 547 | ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW) |
| 548 | ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW) |
Ferran Balaguer | 0c64f46 | 2019-06-18 16:32:30 +0100 | [diff] [blame] | 549 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 550 | // Floor |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 551 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 552 | |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 553 | // Greater |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 554 | ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest) |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 555 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 556 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest) |
| 557 | |
| 558 | ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test) |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 559 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 560 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test) |
kevmay01 | eed8592 | 2019-01-28 08:37:25 +0000 | [diff] [blame] | 561 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 562 | // Reshape |
Nina Drozd | 8ed4b8c | 2019-05-29 10:41:04 +0100 | [diff] [blame] | 563 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>) |
| 564 | ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QuantisedAsymm8>) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 565 | ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<armnn::DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 566 | |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 567 | // Pad |
| 568 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
FinnWilliamsArm | a5b5bbf | 2019-07-08 14:11:33 +0100 | [diff] [blame] | 569 | ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
Éanna Ó Catháin | 1205574 | 2019-01-25 10:01:40 +0000 | [diff] [blame] | 570 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 571 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
| 572 | |
Teresa Charlin | ec8e198 | 2019-07-02 16:24:09 +0100 | [diff] [blame] | 573 | ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest) |
FinnWilliamsArm | a5b5bbf | 2019-07-08 14:11:33 +0100 | [diff] [blame] | 574 | ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
Teresa Charlin | ec8e198 | 2019-07-02 16:24:09 +0100 | [diff] [blame] | 575 | ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest) |
| 576 | ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest) |
| 577 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 578 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f) |
| 579 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f) |
| 580 | ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0) |
| 581 | ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0) |
FinnWilliamsArm | 8b797a8 | 2019-07-09 16:01:41 +0100 | [diff] [blame] | 582 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 583 | // Permute |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 584 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>) |
| 585 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>) |
| 586 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>) |
| 587 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>) |
| 588 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>) |
| 589 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>) |
| 590 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>) |
| 591 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 592 | |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 593 | // Lstm |
| 594 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| 595 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| 596 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 597 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 598 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| 599 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
Jan Eilers | ad5293a | 2019-07-08 09:57:55 +0100 | [diff] [blame] | 600 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| 601 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 602 | |
Francis Murtagh | 4fc3c48 | 2019-08-02 13:20:54 +0100 | [diff] [blame] | 603 | ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest) |
| 604 | |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 605 | // Mean |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 606 | ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>) |
| 607 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>) |
| 608 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>) |
| 609 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>) |
| 610 | ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>) |
| 611 | ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>) |
| 612 | ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>) |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 613 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 614 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>) |
| 615 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>) |
| 616 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>) |
| 617 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>) |
| 618 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>) |
| 619 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>) |
| 620 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>) |
Matthew Bentham | fd89996 | 2018-12-31 15:49:42 +0000 | [diff] [blame] | 621 | |
Nattapat Chaimanowong | 4e6597a | 2018-12-20 14:14:06 +0000 | [diff] [blame] | 622 | // Max |
| 623 | ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest) |
| 624 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 625 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 626 | ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| 627 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 628 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| 629 | |
Conor Kennedy | 54b2169 | 2019-01-09 07:57:38 +0000 | [diff] [blame] | 630 | // Min |
| 631 | ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1) |
| 632 | ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2) |
| 633 | ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| 634 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 635 | // Normalization |
| 636 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 637 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 638 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| 639 | |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 640 | // Resize Bilinear - NCHW data layout |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 641 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW) |
| 642 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW) |
| 643 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW) |
| 644 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW) |
| 645 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW) |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 646 | |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 647 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 648 | SimpleResizeBilinearTest<DataType::QuantisedAsymm8>, |
| 649 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 650 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 651 | ResizeBilinearNopTest<DataType::QuantisedAsymm8>, |
| 652 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 653 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 654 | ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>, |
| 655 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 656 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 657 | ResizeBilinearMinTest<DataType::QuantisedAsymm8>, |
| 658 | DataLayout::NCHW) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 659 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 660 | ResizeBilinearMagTest<DataType::QuantisedAsymm8>, |
| 661 | DataLayout::NCHW) |
Conor Kennedy | dc1c082 | 2019-02-01 07:23:17 +0000 | [diff] [blame] | 662 | |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 663 | // Resize Bilinear - NHWC data layout |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 664 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 665 | ResizeBilinearNopTest<DataType::Float32>, |
| 666 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 667 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 668 | SimpleResizeBilinearTest<DataType::Float32>, |
| 669 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 670 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 671 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 672 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 673 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 674 | ResizeBilinearMinTest<DataType::Float32>, |
| 675 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 676 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 677 | ResizeBilinearMagTest<DataType::Float32>, |
| 678 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 679 | |
| 680 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 681 | ResizeBilinearNopTest<DataType::QuantisedAsymm8>, |
| 682 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 683 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 684 | SimpleResizeBilinearTest<DataType::QuantisedAsymm8>, |
| 685 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 686 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 687 | ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>, |
| 688 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 689 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 690 | ResizeBilinearMinTest<DataType::QuantisedAsymm8>, |
| 691 | DataLayout::NHWC) |
Ellen Norris-Thompson | c4223d1 | 2019-06-10 14:15:12 +0100 | [diff] [blame] | 692 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 693 | ResizeBilinearMagTest<DataType::QuantisedAsymm8>, |
| 694 | DataLayout::NHWC) |
Sadik Armagan | c625f00 | 2018-12-17 11:32:16 +0000 | [diff] [blame] | 695 | |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 696 | // Resize NearestNeighbor - NCHW |
| 697 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 698 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 699 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 700 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 701 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 702 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 703 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 704 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 705 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 706 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 707 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 708 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 709 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 710 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 711 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 712 | |
| 713 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 714 | SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>, |
| 715 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 716 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 717 | ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>, |
| 718 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 719 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 720 | ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>, |
| 721 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 722 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 723 | ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>, |
| 724 | DataLayout::NCHW) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 725 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 726 | ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>, |
| 727 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 728 | |
| 729 | // Resize NearestNeighbor - NHWC |
| 730 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 731 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 732 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 733 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 734 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 735 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 736 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 737 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 738 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 739 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 740 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 741 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 742 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 743 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 744 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 745 | |
| 746 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 747 | ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>, |
| 748 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 749 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 750 | SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>, |
| 751 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 752 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 753 | ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>, |
| 754 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 755 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 756 | ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>, |
| 757 | DataLayout::NHWC) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 758 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 759 | ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>, |
| 760 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Ellen Norris-Thompson | 37e6868 | 2019-07-15 14:23:30 +0100 | [diff] [blame] | 761 | |
josh minor | 036f02d | 2019-11-15 14:53:22 -0600 | [diff] [blame] | 762 | // Slice |
| 763 | ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test) |
| 764 | ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test) |
| 765 | ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test) |
| 766 | ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test) |
| 767 | ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test) |
| 768 | ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test) |
| 769 | ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test) |
| 770 | ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test) |
| 771 | ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test) |
| 772 | ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test) |
| 773 | ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test) |
| 774 | ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test) |
| 775 | |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 776 | // Strided Slice |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 777 | ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test) |
| 778 | ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test) |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 779 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| 780 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| 781 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
Francis Murtagh | ec33a91 | 2019-11-05 14:26:23 +0000 | [diff] [blame] | 782 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test) |
| 783 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, |
| 784 | StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test) |
| 785 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test) |
| 786 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test) |
| 787 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test) |
| 788 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test) |
| 789 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32, |
| 790 | StridedSliceShrinkAxisMaskBitPosition0And1Float32Test) |
| 791 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32, |
| 792 | StridedSliceShrinkAxisMaskBitPosition0And2Float32Test) |
| 793 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32, |
| 794 | StridedSliceShrinkAxisMaskBitPosition0And3Float32Test) |
| 795 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, |
| 796 | StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 797 | ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test) |
| 798 | ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test) |
| 799 | ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test) |
| 800 | ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test) |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 801 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 802 | ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test) |
| 803 | ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test) |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 804 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| 805 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| 806 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
Francis Murtagh | ec33a91 | 2019-11-05 14:26:23 +0000 | [diff] [blame] | 807 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, |
| 808 | StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test) |
| 809 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test) |
| 810 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test) |
| 811 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test) |
| 812 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test) |
| 813 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8, |
| 814 | StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test) |
| 815 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8, |
| 816 | StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test) |
| 817 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8, |
| 818 | StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test) |
| 819 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, |
| 820 | StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 821 | ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test) |
| 822 | ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test) |
| 823 | ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test) |
| 824 | ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test) |
FinnWilliamsArm | 1fa1919 | 2019-08-02 17:26:31 +0100 | [diff] [blame] | 825 | |
Sadik Armagan | fabc289 | 2019-05-31 09:05:11 +0100 | [diff] [blame] | 826 | // Quantize |
| 827 | ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| 828 | ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) |
| 829 | |
Nikhil Raj | 9b46148 | 2019-07-03 15:58:31 +0100 | [diff] [blame] | 830 | // PReLU |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 831 | ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>) |
| 832 | ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>) |
Nikhil Raj | 9b46148 | 2019-07-03 15:58:31 +0100 | [diff] [blame] | 833 | |
Matthew Jackson | 87f65ea | 2019-08-01 10:01:34 +0100 | [diff] [blame] | 834 | // Stack |
Matthew Jackson | e69c399 | 2019-09-09 14:31:21 +0100 | [diff] [blame] | 835 | ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test) |
| 836 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test) |
| 837 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test) |
| 838 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test) |
| 839 | ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test) |
| 840 | ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test) |
Matthew Jackson | 87f65ea | 2019-08-01 10:01:34 +0100 | [diff] [blame] | 841 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 842 | // TransposeConvolution2d |
| 843 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, |
| 844 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 845 | true, |
| 846 | DataLayout::NCHW) |
| 847 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, |
| 848 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 849 | true, |
| 850 | DataLayout::NHWC) |
| 851 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, |
| 852 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 853 | true, |
| 854 | DataLayout::NCHW) |
| 855 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, |
| 856 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 857 | true, |
| 858 | DataLayout::NHWC) |
| 859 | |
| 860 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, |
| 861 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 862 | false, |
| 863 | DataLayout::NCHW) |
| 864 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, |
| 865 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 866 | true, |
| 867 | DataLayout::NHWC) |
| 868 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, |
| 869 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 870 | true, |
| 871 | DataLayout::NCHW) |
| 872 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, |
| 873 | SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 874 | true, |
| 875 | DataLayout::NHWC) |
| 876 | |
| 877 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, |
| 878 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 879 | true, |
| 880 | DataLayout::NCHW) |
| 881 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, |
| 882 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 883 | true, |
| 884 | DataLayout::NHWC) |
| 885 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, |
| 886 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 887 | true, |
| 888 | DataLayout::NCHW) |
| 889 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, |
| 890 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 891 | true, |
| 892 | DataLayout::NHWC) |
| 893 | |
| 894 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, |
| 895 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 896 | false, |
| 897 | DataLayout::NCHW) |
| 898 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, |
| 899 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 900 | true, |
| 901 | DataLayout::NHWC) |
| 902 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, |
| 903 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 904 | true, |
| 905 | DataLayout::NCHW) |
| 906 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, |
| 907 | PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 908 | true, |
| 909 | DataLayout::NHWC) |
| 910 | |
| 911 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, |
| 912 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 913 | true, |
| 914 | DataLayout::NCHW) |
| 915 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, |
| 916 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 917 | true, |
| 918 | DataLayout::NHWC) |
| 919 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, |
| 920 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 921 | true, |
| 922 | DataLayout::NCHW) |
| 923 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, |
| 924 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 925 | true, |
| 926 | DataLayout::NHWC) |
| 927 | |
| 928 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, |
| 929 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 930 | false, |
| 931 | DataLayout::NCHW) |
| 932 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, |
| 933 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 934 | true, |
| 935 | DataLayout::NHWC) |
| 936 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, |
| 937 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 938 | true, |
| 939 | DataLayout::NCHW) |
| 940 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, |
| 941 | StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 942 | true, |
| 943 | DataLayout::NHWC) |
| 944 | |
Aron Virginas-Tar | 7599aa4 | 2019-08-20 15:30:04 +0100 | [diff] [blame] | 945 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw, |
| 946 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 947 | DataLayout::NCHW) |
| 948 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc, |
| 949 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 950 | DataLayout::NHWC) |
| 951 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw, |
| 952 | MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 953 | DataLayout::NCHW) |
| 954 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc, |
| 955 | MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>, |
| 956 | DataLayout::NHWC) |
| 957 | |
Aron Virginas-Tar | 914e4db | 2019-09-09 13:36:45 +0100 | [diff] [blame] | 958 | // Abs |
| 959 | ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>) |
| 960 | ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>) |
| 961 | |
| 962 | ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>) |
| 963 | |
Aron Virginas-Tar | 0dd3b43 | 2019-09-10 13:55:09 +0100 | [diff] [blame] | 964 | // Rsqrt |
| 965 | ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>) |
| 966 | ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>) |
| 967 | ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>) |
| 968 | ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>) |
| 969 | |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 970 | // ArgMinMax |
| 971 | ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>) |
| 972 | ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>) |
| 973 | ARMNN_AUTO_TEST_CASE(ArgMinChannel, ArgMinChannelTest<DataType::Float32>) |
| 974 | ARMNN_AUTO_TEST_CASE(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>) |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 975 | ARMNN_AUTO_TEST_CASE(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>) |
| 976 | ARMNN_AUTO_TEST_CASE(ArgMinWidth, ArgMinWidthTest<DataType::Float32>) |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 977 | |
Francis Murtagh | 52ec346 | 2019-11-19 12:24:19 +0000 | [diff] [blame] | 978 | ARMNN_AUTO_TEST_CASE(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QuantisedAsymm8>) |
| 979 | ARMNN_AUTO_TEST_CASE(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QuantisedAsymm8>) |
| 980 | ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QuantisedAsymm8>) |
| 981 | ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QuantisedAsymm8>) |
| 982 | ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QuantisedAsymm8>) |
| 983 | ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QuantisedAsymm8>) |
| 984 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 985 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 986 | |
| 987 | // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available |
| 988 | // if the reference backend is not built |
| 989 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 990 | // ============================================================================ |
| 991 | // COMPARE tests |
| 992 | |
| 993 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| 994 | |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 995 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 996 | CompareDepthwiseConvolution2dFloatTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 997 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 998 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 999 | CompareDepthwiseConvolution2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1000 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1001 | |
| 1002 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1003 | CompareDepthwiseConvolution2dFloatTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1004 | DataLayout::NHWC) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1005 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1006 | CompareDepthwiseConvolution2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1007 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1008 | |
| 1009 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1010 | NormalizationAlgorithmChannel::Within, |
| 1011 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1012 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1013 | NormalizationAlgorithmChannel::Across, |
| 1014 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1015 | |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1016 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1017 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1018 | PoolingAlgorithm::Max) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1019 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReference, ComparePooling2dTest, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1020 | PoolingAlgorithm::Average) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1021 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1022 | PoolingAlgorithm::Average) |
| 1023 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1024 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1025 | PoolingAlgorithm::L2) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1026 | |
| 1027 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 1028 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 1029 | |
| 1030 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f) |
| 1031 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f) |
| 1032 | |
| 1033 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| 1034 | |
| 1035 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithReference, CompareMultiplicationTest) |
| 1036 | |
| 1037 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| 1038 | |
| 1039 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(ReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 1040 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(ReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| 1041 | |
| 1042 | // ============================================================================ |
| 1043 | // FIXTURE tests |
| 1044 | |
| 1045 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1046 | CompareActivationTest, ActivationFunction::Sigmoid, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1047 | |
| 1048 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1049 | CompareActivationTest, ActivationFunction::TanH, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1050 | |
| 1051 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1052 | CompareActivationTest, ActivationFunction::Linear, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1053 | |
| 1054 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1055 | CompareActivationTest, ActivationFunction::ReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1056 | |
| 1057 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1058 | CompareActivationTest, ActivationFunction::BoundedReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1059 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1060 | CompareActivationUint8Test, ActivationFunction::BoundedReLu) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1061 | |
| 1062 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1063 | CompareActivationTest, ActivationFunction::SoftReLu, 1u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1064 | |
| 1065 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1066 | CompareActivationTest, ActivationFunction::LeakyReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1067 | |
| 1068 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1069 | CompareActivationTest, ActivationFunction::Abs, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1070 | |
| 1071 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1072 | CompareActivationTest, ActivationFunction::Sqrt, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1073 | |
| 1074 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
Sadik Armagan | 581742d | 2019-08-12 14:11:37 +0100 | [diff] [blame] | 1075 | CompareActivationTest, ActivationFunction::Square, 5u) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1076 | |
| 1077 | #endif |
| 1078 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1079 | BOOST_AUTO_TEST_SUITE_END() |