telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 5 | |
| 6 | #include "ClContextControlFixture.hpp" |
Aron Virginas-Tar | 5605519 | 2018-11-12 18:10:43 +0000 | [diff] [blame] | 7 | #include "ClWorkloadFactoryHelper.hpp" |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 8 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | #include "test/TensorHelpers.hpp" |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 10 | #include "test/UnitTests.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 11 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 12 | #include <cl/ClLayerSupport.hpp> |
| 13 | #include <cl/ClWorkloadFactory.hpp> |
| 14 | #include <cl/workloads/ClWorkloadUtils.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 | |
| 19 | #include <arm_compute/core/CL/CLKernelLibrary.h> |
| 20 | #include <arm_compute/runtime/CL/CLScheduler.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 21 | |
arovir01 | 43095f3 | 2018-10-09 18:04:24 +0100 | [diff] [blame] | 22 | #include <boost/test/unit_test.hpp> |
| 23 | |
| 24 | #include <iostream> |
| 25 | #include <string> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 27 | BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture) |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 28 | |
| 29 | using namespace armnn; |
| 30 | |
| 31 | using FactoryType = ClWorkloadFactory; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 32 | |
| 33 | // ============================================================================ |
| 34 | // UNIT tests |
| 35 | |
| 36 | // Activation |
| 37 | ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest) |
| 38 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 39 | // Sigmoid Activation / Logistic |
| 40 | ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest) |
| 41 | ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test) |
| 42 | |
| 43 | // BoundedReLU Activation |
| 44 | ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest) |
| 45 | ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 46 | ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 47 | ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
| 48 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 49 | // ReLU Activation |
| 50 | ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest) |
| 51 | ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test) |
David Monahan | 3b3c381 | 2020-02-25 09:03:29 +0000 | [diff] [blame] | 52 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 53 | // SoftReLU Activation |
| 54 | ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest) |
| 55 | |
| 56 | // LeakyReLU Activation |
| 57 | ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest) |
| 58 | |
| 59 | // Abs Activation |
| 60 | ARMNN_AUTO_TEST_CASE(Abs, AbsTest) |
Finn Williams | b5b9bdf | 2019-02-18 10:07:34 +0000 | [diff] [blame] | 61 | |
Sadik Armagan | 6095ba5 | 2019-09-13 17:07:19 +0100 | [diff] [blame] | 62 | // Sqrt Activation |
| 63 | ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest) |
| 64 | ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest) |
| 65 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 66 | // Square Activation |
| 67 | ARMNN_AUTO_TEST_CASE(Square, SquareTest) |
| 68 | |
| 69 | // Tanh Activation |
| 70 | ARMNN_AUTO_TEST_CASE(Tanh, TanhTest) |
| 71 | |
| 72 | // Elu Activation |
| 73 | ARMNN_AUTO_TEST_CASE(Elu, EluTest) |
| 74 | |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 75 | // Batch To Space |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 76 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>) |
| 77 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>) |
| 78 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 79 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 80 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>) |
| 81 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>) |
| 82 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 83 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 84 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>) |
| 85 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>) |
| 86 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>) |
| 87 | |
| 88 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>) |
| 89 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>) |
| 90 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>) |
| 91 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 92 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>) |
| 93 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>) |
| 94 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 95 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 96 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>) |
| 97 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>) |
| 98 | ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 99 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 100 | // Fully Connected |
| 101 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 102 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 103 | ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 104 | ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false) |
| 105 | ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 106 | |
| 107 | ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 108 | ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
| 109 | |
| 110 | // Convolution |
| 111 | ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true) |
| 112 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 113 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW) |
| 114 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC) |
| 115 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW) |
| 116 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC) |
| 117 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW) |
| 118 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC) |
Mike Kelly | 7332ed8 | 2018-12-20 17:03:06 +0000 | [diff] [blame] | 119 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 120 | SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC) |
jimfly01 | 0a088a6 | 2018-10-25 17:05:05 +0100 | [diff] [blame] | 121 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 122 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW) |
| 123 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 124 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 125 | ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC) |
narpra01 | f97debb | 2018-11-09 09:27:31 +0000 | [diff] [blame] | 126 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc, |
| 127 | Convolution2dAsymmetricPaddingTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 128 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 129 | |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 130 | ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
| 131 | |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 132 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 133 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 134 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 135 | DataLayout::NCHW) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 136 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 137 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 138 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 139 | DataLayout::NHWC) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 140 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 141 | Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 142 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 143 | DataLayout::NCHW) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 144 | ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 145 | Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 146 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 147 | DataLayout::NHWC) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 148 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 149 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 150 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 151 | DataLayout::NCHW) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 152 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 153 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 154 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 155 | DataLayout::NHWC) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 156 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 157 | Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 158 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 159 | DataLayout::NCHW) |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 160 | ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 161 | Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 162 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 163 | DataLayout::NHWC) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 164 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 165 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 166 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 167 | DataLayout::NCHW) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 168 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 169 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 170 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 171 | DataLayout::NHWC) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 172 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 173 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 174 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 175 | DataLayout::NCHW) |
Jan Eilers | 0bf6b23 | 2019-07-12 10:46:33 +0100 | [diff] [blame] | 176 | ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 177 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 178 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 179 | DataLayout::NHWC) |
| 180 | |
Keith Davis | 899f64f | 2019-11-26 16:01:18 +0000 | [diff] [blame] | 181 | ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW); |
| 182 | ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC); |
| 183 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 184 | // Depthwise Convolution |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 185 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 186 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 187 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 188 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 189 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 190 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 191 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 192 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 193 | |
| 194 | // NHWC Depthwise Convolution |
| 195 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 196 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 197 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 198 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 199 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 200 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 201 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 202 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC) |
Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 203 | ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
| 204 | SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 205 | |
| 206 | |
Nikhil Raj | cec6b65 | 2018-10-12 13:51:57 +0100 | [diff] [blame] | 207 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 208 | |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 209 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 210 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 211 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 212 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 213 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 214 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC) |
jimfly01 | 382a91d | 2018-10-26 15:55:50 +0100 | [diff] [blame] | 215 | ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 216 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 217 | |
Matthew Jackson | 9910792 | 2019-07-25 12:58:56 +0100 | [diff] [blame] | 218 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test); |
| 219 | |
Teresa Charlin | a68d853 | 2019-11-29 13:59:18 +0000 | [diff] [blame] | 220 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest, |
| 221 | DataLayout::NCHW); |
| 222 | ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest, |
| 223 | DataLayout::NHWC); |
| 224 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 225 | // Splitter |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 226 | ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 227 | ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 228 | |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 229 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 230 | ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
| 231 | |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 232 | // Concat |
| 233 | ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest) |
| 234 | ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test) |
Narumol Prangnawarat | 71c80b1 | 2019-06-17 17:45:43 +0100 | [diff] [blame] | 235 | ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 236 | ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 237 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 238 | // Normalization |
| 239 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 240 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 241 | ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
| 242 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 243 | // Pooling |
| 244 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 245 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
| 246 | |
| 247 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 248 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 249 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 250 | ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
| 251 | |
| 252 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 253 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 254 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 255 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 256 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 257 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 258 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
| 259 | |
| 260 | ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 261 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 262 | ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 263 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
| 264 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 265 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW) |
| 266 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC) |
| 267 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW) |
| 268 | ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 269 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 270 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| 271 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC) |
| 272 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW) |
| 273 | ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 274 | |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 275 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 276 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 277 | false) |
| 278 | ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 279 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 280 | true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 281 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 282 | ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
| 283 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 284 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW) |
| 285 | ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC) |
| 286 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 287 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 288 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 289 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 290 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 291 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 292 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 293 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 294 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 295 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 296 | ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 297 | ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
| 298 | |
| 299 | // Add |
| 300 | ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 301 | ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 302 | ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 303 | ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest) |
| 304 | |
| 305 | ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test) |
| 306 | ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| 307 | ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
| 308 | |
| 309 | // Sub |
| 310 | ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest) |
Mohamed Nour Abouelseoud | 3d93bc4 | 2018-11-21 10:35:17 +0000 | [diff] [blame] | 311 | ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 312 | ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest) |
| 313 | |
| 314 | ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test) |
| 315 | ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 316 | ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 317 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 318 | // Div |
| 319 | ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest) |
David Beck | bc39245 | 2018-09-10 14:47:28 +0100 | [diff] [blame] | 320 | ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest) |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 321 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| 322 | ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 323 | // NOTE: quantized division is not supported by CL and not required by the |
| 324 | // android NN api |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 325 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 326 | // Mul |
| 327 | ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest) |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 328 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 329 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
Matthew Bentham | e2ec330 | 2018-10-01 11:32:48 +0100 | [diff] [blame] | 330 | ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test) |
| 331 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 332 | ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 333 | ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 334 | |
| 335 | // Batch Norm |
Matthew Jackson | 9bff144 | 2019-09-12 09:08:23 +0100 | [diff] [blame] | 336 | ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test) |
| 337 | ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 338 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 339 | // InstanceNormalization |
| 340 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW); |
| 341 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW); |
| 342 | |
| 343 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC); |
| 344 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC); |
| 345 | |
| 346 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW); |
| 347 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW); |
| 348 | |
| 349 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC); |
| 350 | ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC); |
| 351 | |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 352 | // L2 Normalization |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 353 | ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW) |
| 354 | ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW) |
| 355 | ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW) |
| 356 | ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 357 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 358 | ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC) |
| 359 | ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC) |
| 360 | ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC) |
| 361 | ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC) |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 362 | |
Matthew Jackson | 82b15ed | 2019-07-25 16:14:30 +0100 | [diff] [blame] | 363 | ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest); |
| 364 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 365 | ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW) |
| 366 | ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW) |
Ferran Balaguer | 05bf054 | 2019-06-18 16:46:00 +0100 | [diff] [blame] | 367 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 368 | // Constant |
| 369 | ARMNN_AUTO_TEST_CASE(Constant, ConstantTest) |
Nina Drozd | 58ef2c6 | 2019-05-16 12:09:18 +0100 | [diff] [blame] | 370 | ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 371 | |
| 372 | // Concat |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 373 | ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest) |
| 374 | ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 375 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 376 | ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test) |
| 377 | ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test) |
| 378 | ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test) |
| 379 | ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 380 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 381 | ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest) |
| 382 | ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test) |
| 383 | ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest) |
| 384 | ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 385 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 386 | ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test) |
| 387 | ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test) |
| 388 | ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test) |
| 389 | ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test) |
| 390 | ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false) |
| 391 | ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 392 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 393 | ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest) |
| 394 | ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test) |
| 395 | ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest) |
| 396 | ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test) |
| 397 | ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false) |
| 398 | ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 399 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 400 | ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test) |
| 401 | ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test) |
| 402 | ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false) |
| 403 | ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test) |
| 404 | ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test) |
| 405 | ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 406 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 407 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test) |
| 408 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test) |
| 409 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false) |
| 410 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test) |
| 411 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test) |
| 412 | ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 413 | |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 414 | // DepthToSpace |
| 415 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW); |
| 416 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW); |
| 417 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW); |
| 418 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW); |
| 419 | |
| 420 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW); |
| 421 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW); |
| 422 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW); |
| 423 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW); |
| 424 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 425 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW); |
| 426 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW); |
| 427 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW); |
| 428 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW); |
| 429 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 430 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW); |
| 431 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW); |
| 432 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW); |
| 433 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 434 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 435 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW); |
| 436 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW); |
| 437 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW); |
| 438 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 439 | |
| 440 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC); |
| 441 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC); |
| 442 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC); |
| 443 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC); |
| 444 | |
| 445 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC); |
| 446 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC); |
| 447 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC); |
| 448 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC); |
| 449 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 450 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC); |
| 451 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC); |
| 452 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC); |
| 453 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC); |
| 454 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 455 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC); |
| 456 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC); |
| 457 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC); |
| 458 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 459 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 460 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC); |
| 461 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC); |
| 462 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC); |
| 463 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 464 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 465 | // Floor |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 466 | ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 467 | |
| 468 | // Reshape |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 469 | ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 470 | ARMNN_AUTO_TEST_CASE(SimpleReshapeInt8, SimpleReshapeTest<DataType::QAsymmS8>) |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 471 | ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QAsymmU8>) |
Matthew Jackson | dba634f | 2019-08-15 15:14:18 +0100 | [diff] [blame] | 472 | ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 473 | |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 474 | // Pad |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 475 | ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest) |
FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 476 | ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
Mohamed Nour Abouelseoud | dd6acea | 2018-10-18 12:26:19 +0100 | [diff] [blame] | 477 | ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest) |
| 478 | ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest) |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 479 | |
FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 480 | ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest) |
| 481 | ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
| 482 | ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest) |
| 483 | ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest) |
| 484 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 485 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f) |
| 486 | ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f) |
| 487 | ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0) |
| 488 | ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0) |
FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 489 | |
Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 490 | // PReLU |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 491 | ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>) |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 492 | ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QAsymmU8>) |
Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 493 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 494 | // Permute |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 495 | ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>) |
| 496 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>) |
| 497 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>) |
| 498 | ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 499 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>) |
| 500 | ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>) |
| 501 | ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>) |
| 502 | ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>) |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 503 | ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>) |
| 504 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>) |
| 505 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>) |
| 506 | ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 507 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 508 | // Lstm |
| 509 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 510 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 511 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 512 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 513 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
Les Bell | de9011b | 2018-10-03 10:37:52 +0100 | [diff] [blame] | 514 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 515 | |
Jan Eilers | a2ec909 | 2019-07-08 15:56:59 +0100 | [diff] [blame] | 516 | ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| 517 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
| 518 | |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame^] | 519 | // QLstm |
| 520 | ARMNN_AUTO_TEST_CASE(QLstm, QLstmTest) |
| 521 | |
| 522 | // QuantizedLstm |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 523 | ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest) |
| 524 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 525 | // Convert from Float16 to Float32 |
| 526 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
| 527 | // Convert from Float32 to Float16 |
| 528 | ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
| 529 | |
Éanna Ó Catháin | 47c1ddb | 2018-10-12 14:24:13 +0100 | [diff] [blame] | 530 | ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
| 531 | |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 532 | //Max |
| 533 | ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest) |
| 534 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 535 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 536 | ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test) |
| 537 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 538 | ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
| 539 | |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 540 | // Mean |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 541 | ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>) |
| 542 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>) |
| 543 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>) |
| 544 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>) |
| 545 | ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>) |
| 546 | ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>) |
| 547 | ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>) |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 548 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 549 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>) |
| 550 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>) |
| 551 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>) |
| 552 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>) |
| 553 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>) |
| 554 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>) |
| 555 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>) |
| 556 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 557 | ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>) |
| 558 | ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>) |
| 559 | ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>) |
| 560 | ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>) |
| 561 | ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>) |
| 562 | ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>) |
| 563 | ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>) |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 564 | |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 565 | // Minimum |
| 566 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1) |
| 567 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2) |
| 568 | ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
| 569 | |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 570 | // Equal |
| 571 | ARMNN_AUTO_TEST_CASE(EqualSimple, EqualSimpleTest) |
| 572 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest) |
| 573 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVector, EqualBroadcast1dVectorTest) |
| 574 | |
| 575 | ARMNN_AUTO_TEST_CASE(EqualSimpleFloat16, EqualSimpleFloat16Test) |
| 576 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test) |
| 577 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test) |
| 578 | |
| 579 | ARMNN_AUTO_TEST_CASE(EqualSimpleUint8, EqualSimpleUint8Test) |
| 580 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test) |
| 581 | ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test) |
| 582 | |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 583 | // Greater |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 584 | ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest) |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 585 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 586 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest) |
| 587 | |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 588 | ARMNN_AUTO_TEST_CASE(GreaterSimpleFloat16, GreaterSimpleFloat16Test) |
| 589 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test) |
| 590 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test) |
| 591 | |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 592 | ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test) |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 593 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 594 | ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test) |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 595 | |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 596 | // GreaterOrEqual |
| 597 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimple, GreaterOrEqualSimpleTest) |
| 598 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest) |
| 599 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest) |
| 600 | |
| 601 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test) |
| 602 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test) |
| 603 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test) |
| 604 | |
| 605 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test) |
| 606 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test) |
| 607 | ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test) |
| 608 | |
| 609 | // Less |
| 610 | ARMNN_AUTO_TEST_CASE(LessSimple, LessSimpleTest) |
| 611 | ARMNN_AUTO_TEST_CASE(LessBroadcast1Element, LessBroadcast1ElementTest) |
| 612 | ARMNN_AUTO_TEST_CASE(LessBroadcast1dVector, LessBroadcast1dVectorTest) |
| 613 | |
| 614 | ARMNN_AUTO_TEST_CASE(LessSimpleFloat16, LessSimpleFloat16Test) |
| 615 | ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test) |
| 616 | ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test) |
| 617 | |
| 618 | ARMNN_AUTO_TEST_CASE(LessSimpleUint8, LessSimpleUint8Test) |
| 619 | ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test) |
| 620 | ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test) |
| 621 | |
| 622 | // LessOrEqual |
| 623 | ARMNN_AUTO_TEST_CASE(LessOrEqualSimple, LessOrEqualSimpleTest) |
| 624 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest) |
| 625 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest) |
| 626 | |
| 627 | ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test) |
| 628 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test) |
| 629 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test) |
| 630 | |
| 631 | ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test) |
| 632 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test) |
| 633 | ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test) |
| 634 | |
| 635 | // NotEqual |
| 636 | ARMNN_AUTO_TEST_CASE(NotEqualSimple, NotEqualSimpleTest) |
| 637 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest) |
| 638 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest) |
| 639 | |
| 640 | ARMNN_AUTO_TEST_CASE(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test) |
| 641 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test) |
| 642 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test) |
| 643 | |
| 644 | ARMNN_AUTO_TEST_CASE(NotEqualSimpleUint8, NotEqualSimpleUint8Test) |
| 645 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test) |
| 646 | ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test) |
| 647 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 648 | // Softmax |
| 649 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 650 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| 651 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 652 | ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
| 653 | |
| 654 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f) |
| 655 | ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f) |
| 656 | |
| 657 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f) |
| 658 | ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f) |
| 659 | |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 660 | // Space To Batch Nd |
| 661 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| 662 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| 663 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| 664 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
| 665 | |
| 666 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| 667 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| 668 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| 669 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
| 670 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 671 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test) |
| 672 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test) |
| 673 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test) |
| 674 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 675 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 676 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test) |
| 677 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test) |
| 678 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test) |
| 679 | ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 680 | |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 681 | // Space To Depth |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 682 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test) |
| 683 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 684 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 685 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1) |
| 686 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 687 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 688 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2) |
| 689 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 690 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 691 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test) |
| 692 | ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 693 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 694 | // Stack |
Matthew Jackson | e69c399 | 2019-09-09 14:31:21 +0100 | [diff] [blame] | 695 | ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test) |
| 696 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test) |
| 697 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test) |
| 698 | ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test) |
| 699 | ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test) |
| 700 | ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test) |
| 701 | ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test) |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 702 | |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 703 | // Slice |
| 704 | ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test) |
| 705 | ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test) |
| 706 | ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test) |
| 707 | ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test) |
| 708 | ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test) |
| 709 | ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test) |
| 710 | ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test) |
| 711 | ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test) |
| 712 | ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test) |
| 713 | ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test) |
| 714 | ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test) |
| 715 | ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test) |
| 716 | |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 717 | // Strided Slice |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 718 | ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test) |
| 719 | ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 720 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| 721 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| 722 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
Francis Murtagh | ec33a91 | 2019-11-05 14:26:23 +0000 | [diff] [blame] | 723 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test) |
| 724 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, |
| 725 | StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test) |
| 726 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test) |
| 727 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test) |
| 728 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test) |
| 729 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test) |
| 730 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32, |
| 731 | StridedSliceShrinkAxisMaskBitPosition0And1Float32Test) |
| 732 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32, |
| 733 | StridedSliceShrinkAxisMaskBitPosition0And2Float32Test) |
| 734 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32, |
| 735 | StridedSliceShrinkAxisMaskBitPosition0And3Float32Test) |
| 736 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, |
| 737 | StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 738 | ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test) |
| 739 | ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test) |
| 740 | ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test) |
| 741 | ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 742 | |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 743 | ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test) |
| 744 | ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 745 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| 746 | ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| 747 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
Francis Murtagh | ec33a91 | 2019-11-05 14:26:23 +0000 | [diff] [blame] | 748 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, |
| 749 | StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test) |
| 750 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test) |
| 751 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test) |
| 752 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test) |
| 753 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test) |
| 754 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8, |
| 755 | StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test) |
| 756 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8, |
| 757 | StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test) |
| 758 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8, |
| 759 | StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test) |
| 760 | ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, |
| 761 | StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test) |
Aron Virginas-Tar | 00d306e | 2019-08-28 18:08:46 +0100 | [diff] [blame] | 762 | ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test) |
| 763 | ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test) |
| 764 | ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test) |
| 765 | ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 766 | |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 767 | // Resize Bilinear - NCHW |
| 768 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 769 | SimpleResizeBilinearTest<DataType::Float32>, |
| 770 | DataLayout::NCHW) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 771 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8, |
| 772 | SimpleResizeBilinearTest<DataType::QAsymmS8>, |
| 773 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 774 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 775 | SimpleResizeBilinearTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 776 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 777 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 778 | ResizeBilinearNopTest<DataType::Float32>, |
| 779 | DataLayout::NCHW) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 780 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8, |
| 781 | ResizeBilinearNopTest<DataType::QAsymmS8>, |
| 782 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 783 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 784 | ResizeBilinearNopTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 785 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 786 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 787 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 788 | DataLayout::NCHW) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 789 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8, |
| 790 | ResizeBilinearSqMinTest<DataType::QAsymmS8>, |
| 791 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 792 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 793 | ResizeBilinearSqMinTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 794 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 795 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 796 | ResizeBilinearMinTest<DataType::Float32>, |
| 797 | DataLayout::NCHW) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 798 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8, |
| 799 | ResizeBilinearMinTest<DataType::QAsymmS8>, |
| 800 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 801 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 802 | ResizeBilinearMinTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 803 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 804 | |
| 805 | // Resize Bilinear - NHWC |
| 806 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 807 | ResizeBilinearNopTest<DataType::Float32>, |
| 808 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 809 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8Nhwc, |
| 810 | ResizeBilinearNopTest<DataType::QAsymmS8>, |
| 811 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 812 | ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 813 | ResizeBilinearNopTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 814 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 815 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 816 | SimpleResizeBilinearTest<DataType::Float32>, |
| 817 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 818 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8Nhwc, |
| 819 | SimpleResizeBilinearTest<DataType::QAsymmS8>, |
| 820 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 821 | ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 822 | SimpleResizeBilinearTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 823 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 824 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 825 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 826 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 827 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8Nhwc, |
| 828 | ResizeBilinearSqMinTest<DataType::QAsymmS8>, |
| 829 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 830 | ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 831 | ResizeBilinearSqMinTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 832 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 833 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 834 | ResizeBilinearMinTest<DataType::Float32>, |
| 835 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 836 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8Nhwc, |
| 837 | ResizeBilinearMinTest<DataType::QAsymmS8>, |
| 838 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 839 | ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 840 | ResizeBilinearMinTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 841 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 842 | |
| 843 | // Resize NearestNeighbor - NCHW |
| 844 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 845 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 846 | DataLayout::NCHW) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 847 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8, |
| 848 | SimpleResizeNearestNeighborTest<DataType::QAsymmS8>, |
| 849 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 850 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 851 | SimpleResizeNearestNeighborTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 852 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 853 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 854 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 855 | DataLayout::NCHW) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 856 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8, |
| 857 | ResizeNearestNeighborNopTest<DataType::QAsymmS8>, |
| 858 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 859 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 860 | ResizeNearestNeighborNopTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 861 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 862 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 863 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 864 | DataLayout::NCHW) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 865 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8, |
| 866 | ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>, |
| 867 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 868 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 869 | ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 870 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 871 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 872 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 873 | DataLayout::NCHW) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 874 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8, |
| 875 | ResizeNearestNeighborMinTest<DataType::QAsymmS8>, |
| 876 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 877 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 878 | ResizeNearestNeighborMinTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 879 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 880 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 881 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 882 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 883 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8, |
| 884 | ResizeNearestNeighborMagTest<DataType::QAsymmS8>, |
| 885 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 886 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 887 | ResizeNearestNeighborMagTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 888 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 889 | |
| 890 | // Resize NearestNeighbor - NHWC |
| 891 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 892 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 893 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 894 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8Nhwc, |
| 895 | ResizeNearestNeighborNopTest<DataType::QAsymmS8>, |
| 896 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 897 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 898 | ResizeNearestNeighborNopTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 899 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 900 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 901 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 902 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 903 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8Nhwc, |
| 904 | SimpleResizeNearestNeighborTest<DataType::QAsymmS8>, |
| 905 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 906 | ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 907 | SimpleResizeNearestNeighborTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 908 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 909 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 910 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 911 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 912 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8Nhwc, |
| 913 | ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>, |
| 914 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 915 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 916 | ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 917 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 918 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 919 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 920 | DataLayout::NHWC) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 921 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8Nhwc, |
| 922 | ResizeNearestNeighborMinTest<DataType::QAsymmS8>, |
| 923 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 924 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 925 | ResizeNearestNeighborMinTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 926 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 927 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 928 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 929 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 930 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8Nhwc, |
| 931 | ResizeNearestNeighborMagTest<DataType::QAsymmS8>, |
| 932 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 933 | ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 934 | ResizeNearestNeighborMagTest<DataType::QAsymmU8>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 935 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 936 | |
Aron Virginas-Tar | 1a763dd | 2019-09-10 12:32:08 +0100 | [diff] [blame] | 937 | // Rsqrt |
| 938 | ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>) |
| 939 | ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>) |
| 940 | ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>) |
| 941 | ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>) |
| 942 | |
Sadik Armagan | 20ec249 | 2019-05-31 09:09:44 +0100 | [diff] [blame] | 943 | // Quantize |
| 944 | ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| 945 | ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test) |
| 946 | |
Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 947 | // Dequantize |
Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 948 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| 949 | ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
Jan Eilers | f710793 | 2019-11-01 11:09:36 +0000 | [diff] [blame] | 950 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test) |
| 951 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test) |
| 952 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test) |
Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 953 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 954 | // Transpose |
| 955 | ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>) |
| 956 | ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>) |
| 957 | ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>) |
| 958 | ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 959 | ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymmS8, SimpleTransposeTest<DataType::QAsymmS8>) |
| 960 | ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>) |
| 961 | ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>) |
| 962 | ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>) |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 963 | ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>) |
| 964 | ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>) |
| 965 | ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>) |
| 966 | ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>) |
| 967 | ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>) |
| 968 | ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>) |
| 969 | ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>) |
| 970 | ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>) |
| 971 | |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 972 | // TransposeConvolution2d |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 973 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, |
| 974 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 975 | true, |
| 976 | DataLayout::NCHW) |
| 977 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, |
| 978 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 979 | true, |
| 980 | DataLayout::NHWC) |
| 981 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 982 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 983 | true, |
| 984 | DataLayout::NCHW) |
| 985 | ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 986 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 987 | true, |
| 988 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 989 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 990 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, |
| 991 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 992 | false, |
| 993 | DataLayout::NCHW) |
| 994 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, |
| 995 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 996 | true, |
| 997 | DataLayout::NHWC) |
| 998 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 999 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1000 | true, |
| 1001 | DataLayout::NCHW) |
| 1002 | ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1003 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1004 | true, |
| 1005 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1006 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1007 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, |
| 1008 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1009 | true, |
| 1010 | DataLayout::NCHW) |
| 1011 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, |
| 1012 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1013 | true, |
| 1014 | DataLayout::NHWC) |
| 1015 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1016 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1017 | true, |
| 1018 | DataLayout::NCHW) |
| 1019 | ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1020 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1021 | true, |
| 1022 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1023 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1024 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, |
| 1025 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1026 | false, |
| 1027 | DataLayout::NCHW) |
| 1028 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, |
| 1029 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1030 | true, |
| 1031 | DataLayout::NHWC) |
| 1032 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1033 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1034 | true, |
| 1035 | DataLayout::NCHW) |
| 1036 | ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1037 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1038 | true, |
| 1039 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1040 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1041 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, |
| 1042 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1043 | true, |
| 1044 | DataLayout::NCHW) |
| 1045 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, |
| 1046 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1047 | true, |
| 1048 | DataLayout::NHWC) |
| 1049 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1050 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1051 | true, |
| 1052 | DataLayout::NCHW) |
| 1053 | ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1054 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1055 | true, |
| 1056 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1057 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1058 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, |
| 1059 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1060 | false, |
| 1061 | DataLayout::NCHW) |
| 1062 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, |
| 1063 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1064 | true, |
| 1065 | DataLayout::NHWC) |
| 1066 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1067 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1068 | true, |
| 1069 | DataLayout::NCHW) |
| 1070 | ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1071 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1072 | true, |
| 1073 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1074 | |
Aron Virginas-Tar | aec942c | 2019-08-14 14:37:42 +0100 | [diff] [blame] | 1075 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw, |
| 1076 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1077 | DataLayout::NCHW) |
| 1078 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc, |
| 1079 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1080 | DataLayout::NHWC) |
| 1081 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1082 | MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | aec942c | 2019-08-14 14:37:42 +0100 | [diff] [blame] | 1083 | DataLayout::NCHW) |
| 1084 | ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 1085 | MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
Aron Virginas-Tar | aec942c | 2019-08-14 14:37:42 +0100 | [diff] [blame] | 1086 | DataLayout::NHWC) |
| 1087 | |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 1088 | // Abs |
| 1089 | ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>) |
| 1090 | ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>) |
| 1091 | |
| 1092 | ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>) |
| 1093 | |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 1094 | ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>) |
| 1095 | ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>) |
| 1096 | |
| 1097 | ARMNN_AUTO_TEST_CASE(AbsZeroFloat16, AbsZeroTest<DataType::Float16>) |
| 1098 | |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 1099 | // ArgMinMax |
| 1100 | ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>) |
| 1101 | ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>) |
| 1102 | ARMNN_AUTO_TEST_CASE(ArgMinChannel, ArgMinChannelTest<DataType::Float32>) |
| 1103 | ARMNN_AUTO_TEST_CASE(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>) |
| 1104 | ARMNN_AUTO_TEST_CASE(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>) |
| 1105 | ARMNN_AUTO_TEST_CASE(ArgMinWidth, ArgMinWidthTest<DataType::Float32>) |
| 1106 | |
Ryan OShea | 1426a3f | 2020-01-23 11:56:05 +0000 | [diff] [blame] | 1107 | ARMNN_AUTO_TEST_CASE(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>) |
| 1108 | ARMNN_AUTO_TEST_CASE(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>) |
| 1109 | ARMNN_AUTO_TEST_CASE(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>) |
| 1110 | ARMNN_AUTO_TEST_CASE(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>) |
| 1111 | ARMNN_AUTO_TEST_CASE(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>) |
| 1112 | ARMNN_AUTO_TEST_CASE(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>) |
| 1113 | |
Sadik Armagan | ac47210 | 2020-03-24 09:54:36 +0000 | [diff] [blame] | 1114 | // Neg |
| 1115 | ARMNN_AUTO_TEST_CASE(Neg2d, Neg2dTest<DataType::Float32>) |
| 1116 | ARMNN_AUTO_TEST_CASE(Neg3d, Neg3dTest<DataType::Float32>) |
| 1117 | ARMNN_AUTO_TEST_CASE(NegZero, NegZeroTest<DataType::Float32>) |
| 1118 | ARMNN_AUTO_TEST_CASE(NegNegative, NegNegativeTest<DataType::Float32>) |
| 1119 | ARMNN_AUTO_TEST_CASE(Neg2dFloat16, Neg2dTest<DataType::Float16>) |
| 1120 | ARMNN_AUTO_TEST_CASE(Neg3dFloat16, Neg3dTest<DataType::Float16>) |
| 1121 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 1122 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1123 | |
| 1124 | // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available |
| 1125 | // if the reference backend is not built |
| 1126 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1127 | // ============================================================================ |
| 1128 | // COMPARE tests |
| 1129 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1130 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 1131 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 1132 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f) |
| 1133 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1134 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest) |
| 1135 | |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1136 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1137 | CompareDepthwiseConvolution2dFloatTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1138 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1139 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1140 | CompareDepthwiseConvolution2dUint8Test, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1141 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1142 | |
| 1143 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1144 | CompareDepthwiseConvolution2dFloatTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1145 | DataLayout::NHWC) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1146 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1147 | CompareDepthwiseConvolution2dUint8Test, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1148 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1149 | |
| 1150 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1151 | NormalizationAlgorithmChannel::Within, |
| 1152 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1153 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1154 | NormalizationAlgorithmChannel::Across, |
| 1155 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1156 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1157 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1158 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1159 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Average) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1160 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1161 | PoolingAlgorithm::Average) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1162 | |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1163 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1164 | |
| 1165 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest) |
| 1166 | |
| 1167 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest) |
| 1168 | |
| 1169 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest) |
| 1170 | |
| 1171 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 1172 | ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
| 1173 | |
| 1174 | // ============================================================================ |
| 1175 | // FIXTURE tests |
| 1176 | |
| 1177 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1178 | CompareActivationTest, ActivationFunction::Sigmoid, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1179 | |
| 1180 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1181 | CompareActivationTest, ActivationFunction::TanH, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1182 | |
| 1183 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1184 | CompareActivationTest, ActivationFunction::Linear, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1185 | |
| 1186 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1187 | CompareActivationTest, ActivationFunction::ReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1188 | |
| 1189 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1190 | CompareActivationTest, ActivationFunction::BoundedReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1191 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1192 | CompareActivationUint8Test, ActivationFunction::BoundedReLu) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1193 | |
| 1194 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1195 | CompareActivationTest, ActivationFunction::SoftReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1196 | |
| 1197 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1198 | CompareActivationTest, ActivationFunction::LeakyReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1199 | |
| 1200 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1201 | CompareActivationTest, ActivationFunction::Abs, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1202 | |
| 1203 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1204 | CompareActivationTest, ActivationFunction::Sqrt, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1205 | |
| 1206 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1207 | CompareActivationTest, ActivationFunction::Square, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1208 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 1209 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareEluActivationWithReference, ActivationFixture, |
| 1210 | CompareActivationTest, ActivationFunction::Elu, 5u) |
| 1211 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1212 | #endif |
| 1213 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1214 | BOOST_AUTO_TEST_SUITE_END() |