Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
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 |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 37 | ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantLinearActivation, ConstantLinearActivationTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 38 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 39 | // Sigmoid Activation / Logistic |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 40 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoid, SimpleSigmoidTest) |
| 41 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoidUint8, SimpleSigmoidUint8Test) |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 42 | |
| 43 | // BoundedReLU Activation |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 44 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1, BoundedReLuUpperAndLowerBoundTest) |
| 45 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6, BoundedReLuUpperBoundOnlyTest) |
| 46 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest) |
| 47 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 48 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 49 | // ReLU Activation |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 50 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu, ReLuTest) |
| 51 | ARMNN_AUTO_TEST_CASE_WITH_THF(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 |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 54 | ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLu, SoftReLuTest) |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 55 | |
| 56 | // LeakyReLU Activation |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 57 | ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLu, LeakyReLuTest) |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 58 | |
| 59 | // Abs Activation |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 60 | ARMNN_AUTO_TEST_CASE_WITH_THF(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 |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 63 | ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt, SqrtTest) |
| 64 | ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNN, SqrtNNTest) |
Sadik Armagan | 6095ba5 | 2019-09-13 17:07:19 +0100 | [diff] [blame] | 65 | |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 66 | // Square Activation |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 67 | ARMNN_AUTO_TEST_CASE_WITH_THF(Square, SquareTest) |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 68 | |
| 69 | // Tanh Activation |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 70 | ARMNN_AUTO_TEST_CASE_WITH_THF(Tanh, TanhTest) |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 71 | |
| 72 | // Elu Activation |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 73 | ARMNN_AUTO_TEST_CASE_WITH_THF(Elu, EluTest) |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 74 | |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 75 | // Batch To Space |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 76 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>) |
| 77 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>) |
| 78 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 79 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 80 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>) |
| 81 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>) |
| 82 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 83 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 84 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>) |
| 85 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>) |
| 86 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 87 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 88 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>) |
| 89 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>) |
| 90 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 91 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 92 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>) |
| 93 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>) |
| 94 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>) |
Mike Kelly | 831faed | 2018-11-28 11:52:08 +0000 | [diff] [blame] | 95 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 96 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>) |
| 97 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>) |
| 98 | ARMNN_AUTO_TEST_CASE_WITH_THF(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 |
Finn Williams | 7faf9a8 | 2020-08-27 10:37:36 +0100 | [diff] [blame] | 101 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false) |
| 102 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false) |
| 103 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true) |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 104 | ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false, true) |
| 105 | ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 106 | |
Finn Williams | 7faf9a8 | 2020-08-27 10:37:36 +0100 | [diff] [blame] | 107 | ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false) |
| 108 | ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 109 | |
| 110 | // Convolution |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 111 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 112 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 113 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW) |
| 114 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC) |
| 115 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW) |
| 116 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC) |
| 117 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW) |
| 118 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC) |
| 119 | ARMNN_AUTO_TEST_CASE_WITH_THF(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 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 122 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW) |
| 123 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding, |
| 124 | Convolution2dAsymmetricPaddingTest, |
| 125 | DataLayout::NCHW) |
narpra01 | 5f70318 | 2018-10-26 16:24:58 +0100 | [diff] [blame] | 126 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 127 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC) |
| 128 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc, |
narpra01 | f97debb | 2018-11-09 09:27:31 +0000 | [diff] [blame] | 129 | Convolution2dAsymmetricPaddingTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 130 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 131 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 132 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false) |
Francis Murtagh | d59116e | 2018-10-04 16:03:07 +0100 | [diff] [blame] | 133 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 134 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 135 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 136 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 137 | DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 138 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 139 | Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 140 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 141 | DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 142 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 143 | Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 144 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 145 | DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 146 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 147 | Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 148 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 149 | DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 150 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 151 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 152 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 153 | DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 154 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 155 | Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 156 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 157 | DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 158 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 159 | Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 160 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 161 | DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 162 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 163 | Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 164 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 165 | DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 166 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 167 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 168 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 169 | DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 170 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 171 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 172 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 173 | DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 174 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 175 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 176 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 177 | DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 178 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 179 | Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>, |
Jan Eilers | 4b961d3 | 2019-07-11 09:19:35 +0100 | [diff] [blame] | 180 | false, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 181 | DataLayout::NHWC) |
| 182 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 183 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW); |
| 184 | ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC); |
Keith Davis | 899f64f | 2019-11-26 16:01:18 +0000 | [diff] [blame] | 185 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 186 | // Depthwise Convolution |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 187 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 188 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 189 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 190 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 191 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 192 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 193 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 194 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 195 | |
| 196 | // NHWC Depthwise Convolution |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 197 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 198 | DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 199 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 200 | DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 201 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 202 | DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 203 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 204 | DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 205 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc, |
Bruno Goncalves | 22972f0 | 2019-04-26 21:03:24 -0300 | [diff] [blame] | 206 | SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest) |
jimfly01 | b9c8963 | 2018-10-26 16:50:13 +0100 | [diff] [blame] | 207 | |
| 208 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 209 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 210 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 211 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 212 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 213 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 214 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 215 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 216 | DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 217 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 218 | DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC) |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 219 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 220 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test); |
Matthew Jackson | 9910792 | 2019-07-25 12:58:56 +0100 | [diff] [blame] | 221 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 222 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest, |
Teresa Charlin | a68d853 | 2019-11-29 13:59:18 +0000 | [diff] [blame] | 223 | DataLayout::NCHW); |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 224 | ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest, |
Teresa Charlin | a68d853 | 2019-11-29 13:59:18 +0000 | [diff] [blame] | 225 | DataLayout::NHWC); |
| 226 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 227 | // Splitter |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 228 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat32, SplitterFloat32Test) |
| 229 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterUint8, SplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 230 | |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 231 | ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test) |
| 232 | ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterUint8, CopyViaSplitterUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 233 | |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 234 | // Concat |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 235 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConcat, ConcatTest) |
| 236 | ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8, ConcatUint8Test) |
| 237 | ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam, |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 238 | ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 239 | |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 240 | // Normalization |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 241 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcross, SimpleNormalizationAcrossTest) |
| 242 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationWithin, SimpleNormalizationWithinTest) |
| 243 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest) |
narpra01 | 55a97bc | 2018-10-02 14:35:53 +0100 | [diff] [blame] | 244 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 245 | // Pooling |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 246 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true) |
| 247 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8, |
| 248 | SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 249 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 250 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest) |
| 251 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test) |
| 252 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test) |
| 253 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 254 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 255 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest) |
| 256 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test) |
| 257 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPadding, |
| 258 | IgnorePaddingSimpleAveragePooling2dNoPaddingTest) |
| 259 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8, |
| 260 | IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test) |
| 261 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test) |
| 262 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 263 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 264 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest) |
| 265 | ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test) |
| 266 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test) |
| 267 | ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 268 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 269 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW) |
| 270 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC) |
| 271 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW) |
| 272 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 273 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 274 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW) |
| 275 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC) |
| 276 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW) |
| 277 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 278 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 279 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2, |
| 280 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 281 | false) |
| 282 | ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding, |
| 283 | IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, |
| 284 | true) |
| 285 | ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest) |
| 286 | ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 287 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 288 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW) |
| 289 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC) |
| 290 | ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW) |
James Conroy | 45a9b77 | 2018-10-31 11:47:53 +0000 | [diff] [blame] | 291 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 292 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test) |
| 293 | ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test) |
| 294 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test) |
| 295 | ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test) |
| 296 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test) |
| 297 | ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test) |
| 298 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7, L2Pooling2dSize7Test) |
| 299 | ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test) |
| 300 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize9, L2Pooling2dSize9Test) |
| 301 | ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 302 | |
| 303 | // Add |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 304 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAdd, AdditionTest) |
| 305 | ARMNN_AUTO_TEST_CASE_WITH_THF(Add5d, Addition5dTest) |
| 306 | ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1Element, AdditionBroadcast1ElementTest) |
| 307 | ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast, AdditionBroadcastTest) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 308 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 309 | ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionUint8, AdditionUint8Test) |
| 310 | ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcastUint8, AdditionBroadcastUint8Test) |
| 311 | ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 312 | |
| 313 | // Sub |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 314 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSub, SubtractionTest) |
| 315 | ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1Element, SubtractionBroadcast1ElementTest) |
| 316 | ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast, SubtractionBroadcastTest) |
Mohamed Nour Abouelseoud | 3d93bc4 | 2018-11-21 10:35:17 +0000 | [diff] [blame] | 317 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 318 | ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionUint8, SubtractionUint8Test) |
| 319 | ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastUint8, SubtractionBroadcastUint8Test) |
| 320 | ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test) |
David Beck | 4a8692c | 2018-09-07 16:19:24 +0100 | [diff] [blame] | 321 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 322 | // Div |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 323 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDivision, DivisionTest) |
| 324 | ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionByZero, DivisionByZeroTest) |
| 325 | ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1Element, DivisionBroadcast1ElementTest) |
| 326 | ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest) |
David Beck | 5cd01f3 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 327 | // NOTE: quantized division is not supported by CL and not required by the |
| 328 | // android NN api |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 329 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 330 | // Mul |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 331 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMultiplication, MultiplicationTest) |
| 332 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest) |
| 333 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest) |
| 334 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationUint8, MultiplicationUint8Test) |
| 335 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test) |
| 336 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test) |
| 337 | ARMNN_AUTO_TEST_CASE_WITH_THF(Multiplication5d, Multiplication5dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 338 | |
| 339 | // Batch Norm |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 340 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32, BatchNormFloat32Test) |
| 341 | ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 342 | |
David Monahan | c11ba46 | 2020-12-03 11:09:46 +0000 | [diff] [blame] | 343 | // Rank |
| 344 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float16, RankDimSize1Test<DataType::Float16>) |
| 345 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float32, RankDimSize1Test<DataType::Float32>) |
| 346 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmU8, RankDimSize1Test<DataType::QAsymmU8>) |
| 347 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Signed32, RankDimSize1Test<DataType::Signed32>) |
| 348 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QSymmS16, RankDimSize1Test<DataType::QSymmS16>) |
| 349 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmS8, RankDimSize1Test<DataType::QAsymmS8>) |
| 350 | |
| 351 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float16, RankDimSize2Test<DataType::Float16>) |
| 352 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float32, RankDimSize2Test<DataType::Float32>) |
| 353 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmU8, RankDimSize2Test<DataType::QAsymmU8>) |
| 354 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Signed32, RankDimSize2Test<DataType::Signed32>) |
| 355 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QSymmS16, RankDimSize2Test<DataType::QSymmS16>) |
| 356 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmS8, RankDimSize2Test<DataType::QAsymmS8>) |
| 357 | |
| 358 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float16, RankDimSize3Test<DataType::Float16>) |
| 359 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float32, RankDimSize3Test<DataType::Float32>) |
| 360 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmU8, RankDimSize3Test<DataType::QAsymmU8>) |
| 361 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Signed32, RankDimSize3Test<DataType::Signed32>) |
| 362 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QSymmS16, RankDimSize3Test<DataType::QSymmS16>) |
| 363 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmS8, RankDimSize3Test<DataType::QAsymmS8>) |
| 364 | |
| 365 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float16, RankDimSize4Test<DataType::Float16>) |
| 366 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float32, RankDimSize4Test<DataType::Float32>) |
| 367 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmU8, RankDimSize4Test<DataType::QAsymmU8>) |
| 368 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Signed32, RankDimSize4Test<DataType::Signed32>) |
| 369 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QSymmS16, RankDimSize4Test<DataType::QSymmS16>) |
| 370 | ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmS8, RankDimSize4Test<DataType::QAsymmS8>) |
| 371 | |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 372 | // InstanceNormalization |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 373 | ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW); |
| 374 | ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 375 | |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 376 | ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC); |
| 377 | ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 378 | |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 379 | ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW); |
| 380 | ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 381 | |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 382 | ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC); |
| 383 | ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC); |
Aron Virginas-Tar | 8168f40 | 2019-10-04 13:10:16 +0100 | [diff] [blame] | 384 | |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 385 | // L2 Normalization |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 386 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW) |
| 387 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW) |
| 388 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW) |
| 389 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 390 | |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 391 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC) |
| 392 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC) |
| 393 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC) |
| 394 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC) |
Matteo Martincigh | 539b44d | 2018-10-01 09:26:39 +0100 | [diff] [blame] | 395 | |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 396 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dShape, L2Normalization2dShapeTest); |
Matthew Jackson | 82b15ed | 2019-07-25 16:14:30 +0100 | [diff] [blame] | 397 | |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 398 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW) |
| 399 | ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW) |
Ferran Balaguer | 05bf054 | 2019-06-18 16:46:00 +0100 | [diff] [blame] | 400 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 401 | // Constant |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 402 | ARMNN_AUTO_TEST_CASE_WITH_THF(Constant, ConstantTest) |
| 403 | ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 404 | |
| 405 | // Concat |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 406 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1d, Concat1dTest) |
| 407 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1dUint8, Concat1dUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 408 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 409 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0, Concat2dDim0Test) |
| 410 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0Uint8, Concat2dDim0Uint8Test) |
| 411 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1, Concat2dDim1Test) |
| 412 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1Uint8, Concat2dDim1Uint8Test) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 413 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 414 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest) |
| 415 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test) |
| 416 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest) |
| 417 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 418 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 419 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0, Concat3dDim0Test) |
| 420 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0Uint8, Concat3dDim0Uint8Test) |
| 421 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1, Concat3dDim1Test) |
| 422 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1Uint8, Concat3dDim1Uint8Test) |
| 423 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2, Concat3dDim2Test, false) |
| 424 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 425 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 426 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest) |
| 427 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test) |
| 428 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest) |
| 429 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test) |
| 430 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false) |
| 431 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false) |
narpra01 | 5cdda35 | 2018-11-19 15:30:27 +0000 | [diff] [blame] | 432 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 433 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0, Concat4dDim0Test) |
| 434 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1, Concat4dDim1Test) |
| 435 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3, Concat4dDim3Test, false) |
| 436 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0Uint8, Concat4dDim0Uint8Test) |
| 437 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1Uint8, Concat4dDim1Uint8Test) |
| 438 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false) |
narpra01 | 63b0882 | 2018-11-20 11:29:12 +0000 | [diff] [blame] | 439 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 440 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test) |
| 441 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test) |
| 442 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false) |
| 443 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test) |
| 444 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test) |
| 445 | ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 446 | |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 447 | // DepthToSpace |
| 448 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW); |
| 449 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW); |
| 450 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW); |
| 451 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW); |
| 452 | |
| 453 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW); |
| 454 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW); |
| 455 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW); |
| 456 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW); |
| 457 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 458 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW); |
| 459 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW); |
| 460 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW); |
| 461 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW); |
| 462 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 463 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW); |
| 464 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW); |
| 465 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW); |
| 466 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 467 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 468 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW); |
| 469 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW); |
| 470 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW); |
| 471 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 472 | |
| 473 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC); |
| 474 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC); |
| 475 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC); |
| 476 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC); |
| 477 | |
| 478 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC); |
| 479 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC); |
| 480 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC); |
| 481 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC); |
| 482 | |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 483 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC); |
| 484 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC); |
| 485 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC); |
| 486 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC); |
| 487 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 488 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC); |
| 489 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC); |
| 490 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC); |
| 491 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 492 | |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 493 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC); |
| 494 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC); |
| 495 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC); |
| 496 | ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC); |
Aron Virginas-Tar | b280196 | 2019-09-30 11:24:53 +0100 | [diff] [blame] | 497 | |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 498 | // Fill |
Finn Williams | 8702007 | 2020-08-26 16:19:15 +0100 | [diff] [blame] | 499 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>) |
| 500 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>) |
| 501 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>) |
Sadik Armagan | 66aecb0 | 2020-06-24 11:42:20 +0100 | [diff] [blame] | 502 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 503 | // FloorPreluUint8 |
Finn Williams | 7faf9a8 | 2020-08-27 10:37:36 +0100 | [diff] [blame] | 504 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 505 | |
Teresa Charlin | 9ad2e5b | 2020-04-10 22:34:48 +0100 | [diff] [blame] | 506 | // Gather |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 507 | ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsFloat32, Gather1dParamsFloat32Test) |
| 508 | ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsUint8, Gather1dParamsUint8Test) |
| 509 | ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test) |
| 510 | ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test) |
Teresa Charlin | 9ad2e5b | 2020-04-10 22:34:48 +0100 | [diff] [blame] | 511 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 512 | // Reshape |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 513 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>) |
| 514 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<DataType::QAsymmS8>) |
| 515 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<DataType::QAsymmU8>) |
| 516 | ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<DataType::Float32>) |
Narumol Prangnawarat | 0c95f4c | 2020-11-18 16:52:07 +0000 | [diff] [blame] | 517 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 518 | |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 519 | // Pad |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 520 | ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest) |
| 521 | ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest) |
| 522 | ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat323d, PadFloat323dTest) |
| 523 | ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat324d, PadFloat324dTest) |
Mohamed Nour Abouelseoud | 7420e55 | 2018-10-12 12:26:24 +0100 | [diff] [blame] | 524 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 525 | ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82d, PadUint82dTest) |
| 526 | ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82dCustomPadding, PadUint82dCustomPaddingTest) |
| 527 | ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint83d, PadUint83dTest) |
| 528 | ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint84d, PadUint84dTest) |
FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 529 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 530 | ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f) |
| 531 | ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f) |
| 532 | ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0) |
| 533 | ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0) |
FinnWilliamsArm | ab80162 | 2019-07-09 14:46:28 +0100 | [diff] [blame] | 534 | |
Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 535 | // PReLU |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 536 | ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest<DataType::Float32>) |
| 537 | ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest<DataType::QAsymmU8>) |
Nikhil Raj | 91e4c6d | 2019-07-05 12:22:58 +0100 | [diff] [blame] | 538 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 539 | // Permute |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 540 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>) |
| 541 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>) |
| 542 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>) |
| 543 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>) |
| 544 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>) |
| 545 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>) |
| 546 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>) |
| 547 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>) |
| 548 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>) |
| 549 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>) |
| 550 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>) |
| 551 | ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 552 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 553 | // Lstm |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 554 | ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32WithCifgWithPeepholeNoProjection, |
| 555 | LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest) |
| 556 | ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgNoPeepholeNoProjection, |
| 557 | LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest) |
| 558 | ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjection, |
| 559 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 560 | |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 561 | ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm, |
| 562 | LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest) |
Jan Eilers | a2ec909 | 2019-07-08 15:56:59 +0100 | [diff] [blame] | 563 | |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 564 | // QLstm |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 565 | ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm, QLstmTest) |
Teresa Charlin | be727be | 2020-09-25 15:08:21 +0100 | [diff] [blame] | 566 | ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm1, QLstmTest1) |
| 567 | ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm2, QLstmTest2) |
Ryan OShea | 2323af4 | 2020-05-13 16:36:19 +0100 | [diff] [blame] | 568 | |
| 569 | // QuantizedLstm |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 570 | ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizedLstm, QuantizedLstmTest) |
Ferran Balaguer | 737d9ff | 2019-08-01 09:58:08 +0100 | [diff] [blame] | 571 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 572 | // Convert from Float16 to Float32 |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 573 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 574 | // Convert from Float32 to Float16 |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 575 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 576 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 577 | ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionAfterMaxPool, AdditionAfterMaxPoolTest) |
Éanna Ó Catháin | 47c1ddb | 2018-10-12 14:24:13 +0100 | [diff] [blame] | 578 | |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 579 | //Max |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 580 | ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumSimple, MaximumSimpleTest) |
| 581 | ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1Element, MaximumBroadcast1ElementTest) |
| 582 | ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest) |
| 583 | ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumUint8, MaximumUint8Test) |
| 584 | ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test) |
| 585 | ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test) |
keidav01 | a959ee5 | 2018-12-19 10:04:58 +0000 | [diff] [blame] | 586 | |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 587 | // Mean |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 588 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>) |
| 589 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>) |
| 590 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>) |
| 591 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>) |
| 592 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test<DataType::Float32>) |
| 593 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test<DataType::Float32>) |
| 594 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test<DataType::Float32>) |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 595 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 596 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>) |
| 597 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>) |
| 598 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>) |
| 599 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>) |
| 600 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>) |
| 601 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>) |
| 602 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>) |
Sadik Armagan | 303980c | 2020-04-17 12:45:14 +0100 | [diff] [blame] | 603 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 604 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>) |
| 605 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>) |
| 606 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>) |
| 607 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>) |
| 608 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>) |
| 609 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>) |
| 610 | ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>) |
Matteo Martincigh | 28dcab6 | 2018-10-19 16:40:03 +0100 | [diff] [blame] | 611 | |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 612 | // Minimum |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 613 | ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1) |
| 614 | ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2) |
| 615 | ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test) |
saoste01 | 9292aa3 | 2019-01-08 13:55:59 +0000 | [diff] [blame] | 616 | |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 617 | // Equal |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 618 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimple, EqualSimpleTest) |
| 619 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1Element, EqualBroadcast1ElementTest) |
| 620 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVector, EqualBroadcast1dVectorTest) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 621 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 622 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleFloat16, EqualSimpleFloat16Test) |
| 623 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test) |
| 624 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 625 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 626 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleUint8, EqualSimpleUint8Test) |
| 627 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test) |
| 628 | ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 629 | |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 630 | // Greater |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 631 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimple, GreaterSimpleTest) |
| 632 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1Element, GreaterBroadcast1ElementTest) |
| 633 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest) |
Aron Virginas-Tar | 3bc00ec | 2019-10-18 15:42:58 +0100 | [diff] [blame] | 634 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 635 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleFloat16, GreaterSimpleFloat16Test) |
| 636 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test) |
| 637 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 638 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 639 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleUint8, GreaterSimpleUint8Test) |
| 640 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test) |
| 641 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test) |
Nattapat Chaimanowong | c6a41ff | 2019-01-29 09:56:02 +0000 | [diff] [blame] | 642 | |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 643 | // GreaterOrEqual |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 644 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimple, GreaterOrEqualSimpleTest) |
| 645 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest) |
| 646 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 647 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 648 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test) |
| 649 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test) |
| 650 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 651 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 652 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test) |
| 653 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test) |
| 654 | ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 655 | |
| 656 | // Less |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 657 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimple, LessSimpleTest) |
| 658 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1Element, LessBroadcast1ElementTest) |
| 659 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVector, LessBroadcast1dVectorTest) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 660 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 661 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleFloat16, LessSimpleFloat16Test) |
| 662 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test) |
| 663 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 664 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 665 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleUint8, LessSimpleUint8Test) |
| 666 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test) |
| 667 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 668 | |
| 669 | // LessOrEqual |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 670 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimple, LessOrEqualSimpleTest) |
| 671 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest) |
| 672 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 673 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 674 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test) |
| 675 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test) |
| 676 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 677 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 678 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test) |
| 679 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test) |
| 680 | ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 681 | |
| 682 | // NotEqual |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 683 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimple, NotEqualSimpleTest) |
| 684 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest) |
| 685 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 686 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 687 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test) |
| 688 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test) |
| 689 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 690 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 691 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleUint8, NotEqualSimpleUint8Test) |
| 692 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test) |
| 693 | ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test) |
Teresa Charlin | 2b030d9 | 2020-03-27 16:40:56 +0000 | [diff] [blame] | 694 | |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 695 | // Softmax |
Sadik Armagan | 56785c7 | 2020-08-27 12:57:20 +0100 | [diff] [blame] | 696 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f) |
| 697 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f) |
| 698 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f) |
| 699 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f) |
Narumol Prangnawarat | 65d3096 | 2019-03-14 11:55:03 +0000 | [diff] [blame] | 700 | |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 701 | // LogSoftmax |
Finn Williams | c43de6a | 2020-08-27 11:13:25 +0100 | [diff] [blame] | 702 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>) |
Teresa Charlin | 8398edc | 2020-07-20 14:23:02 +0100 | [diff] [blame] | 703 | |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 704 | // Space To Batch Nd |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 705 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test) |
| 706 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test) |
| 707 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test) |
| 708 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 709 | |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 710 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test) |
| 711 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test) |
| 712 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test) |
| 713 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 714 | |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 715 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test) |
| 716 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test) |
| 717 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test) |
| 718 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 719 | |
Sadik Armagan | 714fe5b | 2020-08-27 12:46:36 +0100 | [diff] [blame] | 720 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test) |
| 721 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test) |
| 722 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test) |
| 723 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test) |
Sadik Armagan | f446432 | 2018-12-20 16:19:12 +0000 | [diff] [blame] | 724 | |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 725 | // Space To Depth |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 726 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test) |
| 727 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 728 | |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 729 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1) |
| 730 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 731 | |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 732 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2) |
| 733 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 734 | |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 735 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test) |
| 736 | ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test) |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 737 | |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 738 | // Stack |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 739 | ARMNN_AUTO_TEST_CASE_WITH_THF(Stack0Axis, StackAxis0Float32Test) |
| 740 | ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis1, StackOutput4DAxis1Float32Test) |
| 741 | ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis2, StackOutput4DAxis2Float32Test) |
| 742 | ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis3, StackOutput4DAxis3Float32Test) |
| 743 | ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput3DInputs3, StackOutput3DInputs3Float32Test) |
| 744 | ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput5D, StackOutput5DFloat32Test) |
| 745 | ARMNN_AUTO_TEST_CASE_WITH_THF(StackFloat16, StackFloat16Test) |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 746 | |
Aron Virginas-Tar | 94c4fef | 2019-11-25 15:37:08 +0000 | [diff] [blame] | 747 | // Slice |
| 748 | ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test) |
| 749 | ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test) |
| 750 | ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test) |
| 751 | ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test) |
| 752 | ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test) |
| 753 | ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test) |
| 754 | ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test) |
| 755 | ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test) |
| 756 | ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test) |
| 757 | ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test) |
| 758 | ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test) |
| 759 | ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test) |
| 760 | |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 761 | // Strided Slice |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 762 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dFloat32, StridedSlice4dFloat32Test) |
| 763 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test) |
| 764 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test) |
| 765 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test) |
| 766 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test) |
| 767 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test) |
| 768 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, |
Francis Murtagh | ec33a91 | 2019-11-05 14:26:23 +0000 | [diff] [blame] | 769 | StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test) |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 770 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 771 | StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test) |
| 772 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 773 | StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test) |
| 774 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 775 | StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test) |
| 776 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 777 | StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test) |
| 778 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 779 | StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test) |
| 780 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 781 | StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test) |
| 782 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 783 | StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test) |
| 784 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 785 | StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test) |
| 786 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dFloat32, StridedSlice3dFloat32Test) |
| 787 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test) |
| 788 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dFloat32, StridedSlice2dFloat32Test) |
| 789 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 790 | |
Sadik Armagan | 5e71984 | 2020-08-28 12:17:33 +0100 | [diff] [blame] | 791 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dUint8, StridedSlice4dUint8Test) |
| 792 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test) |
| 793 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test) |
| 794 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test) |
| 795 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test) |
| 796 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 797 | StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test) |
| 798 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 799 | StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test) |
| 800 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 801 | StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test) |
| 802 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 803 | StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test) |
| 804 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 805 | StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test) |
| 806 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 807 | StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test) |
| 808 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 809 | StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test) |
| 810 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 811 | StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test) |
| 812 | ARMNN_AUTO_TEST_CASE_WITH_THF( |
| 813 | StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test) |
| 814 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dUint8, StridedSlice3dUint8Test) |
| 815 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test) |
| 816 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dUint8, StridedSlice2dUint8Test) |
| 817 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test) |
keidav01 | d74dc91 | 2018-12-10 18:16:07 +0000 | [diff] [blame] | 818 | |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 819 | // Resize Bilinear - NCHW |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 820 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear, |
| 821 | SimpleResizeBilinearTest<DataType::Float32>, |
| 822 | DataLayout::NCHW) |
| 823 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearInt8, |
| 824 | SimpleResizeBilinearTest<DataType::QAsymmS8>, |
| 825 | DataLayout::NCHW) |
| 826 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8, |
| 827 | SimpleResizeBilinearTest<DataType::QAsymmU8>, |
| 828 | DataLayout::NCHW) |
| 829 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop, |
| 830 | ResizeBilinearNopTest<DataType::Float32>, |
| 831 | DataLayout::NCHW) |
| 832 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopInt8, |
| 833 | ResizeBilinearNopTest<DataType::QAsymmS8>, |
| 834 | DataLayout::NCHW) |
| 835 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8, |
| 836 | ResizeBilinearNopTest<DataType::QAsymmU8>, |
| 837 | DataLayout::NCHW) |
| 838 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin, |
| 839 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 840 | DataLayout::NCHW) |
| 841 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinInt8, |
| 842 | ResizeBilinearSqMinTest<DataType::QAsymmS8>, |
| 843 | DataLayout::NCHW) |
| 844 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8, |
| 845 | ResizeBilinearSqMinTest<DataType::QAsymmU8>, |
| 846 | DataLayout::NCHW) |
| 847 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin, |
| 848 | ResizeBilinearMinTest<DataType::Float32>, |
| 849 | DataLayout::NCHW) |
| 850 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinInt8, |
| 851 | ResizeBilinearMinTest<DataType::QAsymmS8>, |
| 852 | DataLayout::NCHW) |
| 853 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8, |
| 854 | ResizeBilinearMinTest<DataType::QAsymmU8>, |
| 855 | DataLayout::NCHW) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 856 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 857 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear, |
| 858 | HalfPixelCentersResizeBilinearTest<DataType::Float32>, |
| 859 | DataLayout::NCHW) |
| 860 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear, |
| 861 | AlignCornersResizeBilinearTest<DataType::Float32>, |
| 862 | DataLayout::NCHW) |
| 863 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8, |
| 864 | HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>, |
| 865 | DataLayout::NCHW) |
| 866 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8, |
| 867 | AlignCornersResizeBilinearTest<DataType::QAsymmS8>, |
| 868 | DataLayout::NCHW) |
| 869 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8, |
| 870 | HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>, |
| 871 | DataLayout::NCHW) |
| 872 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8, |
| 873 | AlignCornersResizeBilinearTest<DataType::QAsymmU8>, |
| 874 | DataLayout::NCHW) |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 875 | |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 876 | // Resize Bilinear - NHWC |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 877 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc, |
| 878 | ResizeBilinearNopTest<DataType::Float32>, |
| 879 | DataLayout::NHWC) |
| 880 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopInt8Nhwc, |
| 881 | ResizeBilinearNopTest<DataType::QAsymmS8>, |
| 882 | DataLayout::NHWC) |
| 883 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc, |
| 884 | ResizeBilinearNopTest<DataType::QAsymmU8>, |
| 885 | DataLayout::NHWC) |
| 886 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc, |
| 887 | SimpleResizeBilinearTest<DataType::Float32>, |
| 888 | DataLayout::NHWC) |
| 889 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearInt8Nhwc, |
| 890 | SimpleResizeBilinearTest<DataType::QAsymmS8>, |
| 891 | DataLayout::NHWC) |
| 892 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc, |
| 893 | SimpleResizeBilinearTest<DataType::QAsymmU8>, |
| 894 | DataLayout::NHWC) |
| 895 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc, |
| 896 | ResizeBilinearSqMinTest<DataType::Float32>, |
| 897 | DataLayout::NHWC) |
| 898 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinInt8Nhwc, |
| 899 | ResizeBilinearSqMinTest<DataType::QAsymmS8>, |
| 900 | DataLayout::NHWC) |
| 901 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc, |
| 902 | ResizeBilinearSqMinTest<DataType::QAsymmU8>, |
| 903 | DataLayout::NHWC) |
| 904 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc, |
| 905 | ResizeBilinearMinTest<DataType::Float32>, |
| 906 | DataLayout::NHWC) |
| 907 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinInt8Nhwc, |
| 908 | ResizeBilinearMinTest<DataType::QAsymmS8>, |
| 909 | DataLayout::NHWC) |
| 910 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc, |
| 911 | ResizeBilinearMinTest<DataType::QAsymmU8>, |
| 912 | DataLayout::NHWC) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 913 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 914 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc, |
| 915 | HalfPixelCentersResizeBilinearTest<DataType::Float32>, |
| 916 | DataLayout::NHWC) |
| 917 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc, |
| 918 | AlignCornersResizeBilinearTest<DataType::Float32>, |
| 919 | DataLayout::NHWC) |
| 920 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc, |
| 921 | HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>, |
| 922 | DataLayout::NHWC) |
| 923 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc, |
| 924 | AlignCornersResizeBilinearTest<DataType::QAsymmS8>, |
| 925 | DataLayout::NHWC) |
| 926 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc, |
| 927 | HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>, |
| 928 | DataLayout::NHWC) |
| 929 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc, |
| 930 | AlignCornersResizeBilinearTest<DataType::QAsymmU8>, |
| 931 | DataLayout::NHWC) |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 932 | |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 933 | // Resize NearestNeighbor - NCHW |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 934 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor, |
| 935 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 936 | DataLayout::NCHW) |
| 937 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborInt8, |
| 938 | SimpleResizeNearestNeighborTest<DataType::QAsymmS8>, |
| 939 | DataLayout::NCHW) |
| 940 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8, |
| 941 | SimpleResizeNearestNeighborTest<DataType::QAsymmU8>, |
| 942 | DataLayout::NCHW) |
| 943 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop, |
| 944 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 945 | DataLayout::NCHW) |
| 946 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopInt8, |
| 947 | ResizeNearestNeighborNopTest<DataType::QAsymmS8>, |
| 948 | DataLayout::NCHW) |
| 949 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8, |
| 950 | ResizeNearestNeighborNopTest<DataType::QAsymmU8>, |
| 951 | DataLayout::NCHW) |
| 952 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin, |
| 953 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 954 | DataLayout::NCHW) |
| 955 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinInt8, |
| 956 | ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>, |
| 957 | DataLayout::NCHW) |
| 958 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8, |
| 959 | ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>, |
| 960 | DataLayout::NCHW) |
| 961 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin, |
| 962 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 963 | DataLayout::NCHW) |
| 964 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinInt8, |
| 965 | ResizeNearestNeighborMinTest<DataType::QAsymmS8>, |
| 966 | DataLayout::NCHW) |
| 967 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8, |
| 968 | ResizeNearestNeighborMinTest<DataType::QAsymmU8>, |
| 969 | DataLayout::NCHW) |
| 970 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag, |
| 971 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 972 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| 973 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagInt8, |
| 974 | ResizeNearestNeighborMagTest<DataType::QAsymmS8>, |
| 975 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
| 976 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8, |
| 977 | ResizeNearestNeighborMagTest<DataType::QAsymmU8>, |
| 978 | DataLayout::NCHW, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 979 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 980 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour, |
| 981 | HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>, |
| 982 | DataLayout::NCHW) |
| 983 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour, |
| 984 | AlignCornersResizeNearestNeighbourTest<DataType::Float32>, |
| 985 | DataLayout::NCHW) |
| 986 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8, |
| 987 | HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| 988 | DataLayout::NCHW) |
| 989 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8, |
| 990 | AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| 991 | DataLayout::NCHW) |
| 992 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8, |
| 993 | HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| 994 | DataLayout::NCHW) |
| 995 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8, |
| 996 | AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| 997 | DataLayout::NCHW) |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 998 | |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 999 | // Resize NearestNeighbor - NHWC |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1000 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc, |
| 1001 | ResizeNearestNeighborNopTest<DataType::Float32>, |
| 1002 | DataLayout::NHWC) |
| 1003 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopInt8Nhwc, |
| 1004 | ResizeNearestNeighborNopTest<DataType::QAsymmS8>, |
| 1005 | DataLayout::NHWC) |
| 1006 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc, |
| 1007 | ResizeNearestNeighborNopTest<DataType::QAsymmU8>, |
| 1008 | DataLayout::NHWC) |
| 1009 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc, |
| 1010 | SimpleResizeNearestNeighborTest<DataType::Float32>, |
| 1011 | DataLayout::NHWC) |
| 1012 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborInt8Nhwc, |
| 1013 | SimpleResizeNearestNeighborTest<DataType::QAsymmS8>, |
| 1014 | DataLayout::NHWC) |
| 1015 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc, |
| 1016 | SimpleResizeNearestNeighborTest<DataType::QAsymmU8>, |
| 1017 | DataLayout::NHWC) |
| 1018 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc, |
| 1019 | ResizeNearestNeighborSqMinTest<DataType::Float32>, |
| 1020 | DataLayout::NHWC) |
| 1021 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinInt8Nhwc, |
| 1022 | ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>, |
| 1023 | DataLayout::NHWC) |
| 1024 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc, |
| 1025 | ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>, |
| 1026 | DataLayout::NHWC) |
| 1027 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc, |
| 1028 | ResizeNearestNeighborMinTest<DataType::Float32>, |
| 1029 | DataLayout::NHWC) |
| 1030 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinInt8Nhwc, |
| 1031 | ResizeNearestNeighborMinTest<DataType::QAsymmS8>, |
| 1032 | DataLayout::NHWC) |
| 1033 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc, |
| 1034 | ResizeNearestNeighborMinTest<DataType::QAsymmU8>, |
| 1035 | DataLayout::NHWC) |
| 1036 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc, |
| 1037 | ResizeNearestNeighborMagTest<DataType::Float32>, |
| 1038 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| 1039 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagInt8Nhwc, |
| 1040 | ResizeNearestNeighborMagTest<DataType::QAsymmS8>, |
| 1041 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
| 1042 | ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc, |
| 1043 | ResizeNearestNeighborMagTest<DataType::QAsymmU8>, |
| 1044 | DataLayout::NHWC, 0.1f, 50, 0.1f, 50) |
Aron Virginas-Tar | cc0cefb | 2019-07-02 17:25:47 +0100 | [diff] [blame] | 1045 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1046 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNhwc, |
| 1047 | HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>, |
| 1048 | DataLayout::NHWC) |
| 1049 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNhwc, |
| 1050 | AlignCornersResizeNearestNeighbourTest<DataType::Float32>, |
| 1051 | DataLayout::NHWC) |
| 1052 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nhwc, |
| 1053 | HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| 1054 | DataLayout::NHWC) |
| 1055 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8Nhwc, |
| 1056 | AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>, |
| 1057 | DataLayout::NHWC) |
| 1058 | ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nhwc, |
| 1059 | HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| 1060 | DataLayout::NHWC) |
| 1061 | ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nhwc, |
| 1062 | AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>, |
| 1063 | DataLayout::NHWC) |
Teresa Charlin | 686f45c | 2020-07-23 17:59:00 +0100 | [diff] [blame] | 1064 | |
Aron Virginas-Tar | 1a763dd | 2019-09-10 12:32:08 +0100 | [diff] [blame] | 1065 | // Rsqrt |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1066 | ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>) |
| 1067 | ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest<DataType::Float32>) |
| 1068 | ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest<DataType::Float32>) |
| 1069 | ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>) |
Aron Virginas-Tar | 1a763dd | 2019-09-10 12:32:08 +0100 | [diff] [blame] | 1070 | |
Sadik Armagan | 20ec249 | 2019-05-31 09:09:44 +0100 | [diff] [blame] | 1071 | // Quantize |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1072 | ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeSimpleUint8, QuantizeSimpleUint8Test) |
| 1073 | ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampUint8, QuantizeClampUint8Test) |
Sadik Armagan | 20ec249 | 2019-05-31 09:09:44 +0100 | [diff] [blame] | 1074 | |
Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 1075 | // Dequantize |
Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 1076 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test) |
| 1077 | ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test) |
Jan Eilers | f710793 | 2019-11-01 11:09:36 +0000 | [diff] [blame] | 1078 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test) |
| 1079 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test) |
| 1080 | ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test) |
Jim Flynn | 983daec | 2019-05-29 16:20:16 +0100 | [diff] [blame] | 1081 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1082 | // Transpose |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1083 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>) |
| 1084 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>) |
| 1085 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>) |
| 1086 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>) |
| 1087 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymmS8, SimpleTransposeTest<DataType::QAsymmS8>) |
| 1088 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>) |
| 1089 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>) |
| 1090 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>) |
| 1091 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>) |
| 1092 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>) |
| 1093 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>) |
| 1094 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>) |
| 1095 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>) |
| 1096 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>) |
| 1097 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>) |
| 1098 | ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>) |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 1099 | |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1100 | // TransposeConvolution2d |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1101 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw, |
| 1102 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1103 | true, |
| 1104 | DataLayout::NCHW) |
| 1105 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc, |
| 1106 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1107 | true, |
| 1108 | DataLayout::NHWC) |
| 1109 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw, |
| 1110 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1111 | true, |
| 1112 | DataLayout::NCHW) |
| 1113 | ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc, |
| 1114 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1115 | true, |
| 1116 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1117 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1118 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw, |
| 1119 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1120 | false, |
| 1121 | DataLayout::NCHW) |
| 1122 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc, |
| 1123 | SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1124 | true, |
| 1125 | DataLayout::NHWC) |
| 1126 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw, |
| 1127 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1128 | true, |
| 1129 | DataLayout::NCHW) |
| 1130 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, |
| 1131 | SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1132 | true, |
| 1133 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1134 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1135 | ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw, |
| 1136 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1137 | true, |
| 1138 | DataLayout::NCHW) |
| 1139 | ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc, |
| 1140 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1141 | true, |
| 1142 | DataLayout::NHWC) |
| 1143 | ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw, |
| 1144 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1145 | true, |
| 1146 | DataLayout::NCHW) |
| 1147 | ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc, |
| 1148 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1149 | true, |
| 1150 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1151 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1152 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw, |
| 1153 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1154 | false, |
| 1155 | DataLayout::NCHW) |
| 1156 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc, |
| 1157 | PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1158 | true, |
| 1159 | DataLayout::NHWC) |
| 1160 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw, |
| 1161 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1162 | true, |
| 1163 | DataLayout::NCHW) |
| 1164 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, |
| 1165 | PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1166 | true, |
| 1167 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1168 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1169 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw, |
| 1170 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1171 | true, |
| 1172 | DataLayout::NCHW) |
| 1173 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc, |
| 1174 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1175 | true, |
| 1176 | DataLayout::NHWC) |
| 1177 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw, |
| 1178 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1179 | true, |
| 1180 | DataLayout::NCHW) |
| 1181 | ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc, |
| 1182 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1183 | true, |
| 1184 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1185 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1186 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw, |
| 1187 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1188 | false, |
| 1189 | DataLayout::NCHW) |
| 1190 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc, |
| 1191 | StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1192 | true, |
| 1193 | DataLayout::NHWC) |
| 1194 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw, |
| 1195 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1196 | true, |
| 1197 | DataLayout::NCHW) |
| 1198 | ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc, |
| 1199 | StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1200 | true, |
| 1201 | DataLayout::NHWC) |
Aron Virginas-Tar | 7a3e2fe | 2019-06-27 18:54:47 +0100 | [diff] [blame] | 1202 | |
Finn Williams | ec36d3e | 2020-08-28 13:17:05 +0100 | [diff] [blame] | 1203 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw, |
| 1204 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1205 | DataLayout::NCHW) |
| 1206 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc, |
| 1207 | MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>, |
| 1208 | DataLayout::NHWC) |
| 1209 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw, |
| 1210 | MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1211 | DataLayout::NCHW) |
| 1212 | ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc, |
| 1213 | MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>, |
| 1214 | DataLayout::NHWC) |
Aron Virginas-Tar | aec942c | 2019-08-14 14:37:42 +0100 | [diff] [blame] | 1215 | |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 1216 | // Abs |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1217 | ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest<DataType::Float32>) |
| 1218 | ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest<DataType::Float32>) |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 1219 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1220 | ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest<DataType::Float32>) |
Aron Virginas-Tar | 8204694 | 2019-09-09 15:18:29 +0100 | [diff] [blame] | 1221 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1222 | ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dFloat16, Abs2dTest<DataType::Float16>) |
| 1223 | ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dFloat16, Abs3dTest<DataType::Float16>) |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 1224 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1225 | ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroFloat16, AbsZeroTest<DataType::Float16>) |
Kevin May | b6482f3 | 2019-09-11 12:31:38 +0100 | [diff] [blame] | 1226 | |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 1227 | // ArgMinMax |
Sadik Armagan | 43528ac | 2020-08-27 09:06:40 +0100 | [diff] [blame] | 1228 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>) |
| 1229 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>) |
| 1230 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannel, ArgMinChannelTest<DataType::Float32>) |
| 1231 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>) |
| 1232 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>) |
| 1233 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidth, ArgMinWidthTest<DataType::Float32>) |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 1234 | |
Sadik Armagan | 43528ac | 2020-08-27 09:06:40 +0100 | [diff] [blame] | 1235 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>) |
| 1236 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>) |
| 1237 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>) |
| 1238 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>) |
| 1239 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>) |
| 1240 | ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>) |
Ryan OShea | 1426a3f | 2020-01-23 11:56:05 +0000 | [diff] [blame] | 1241 | |
Sadik Armagan | ac47210 | 2020-03-24 09:54:36 +0000 | [diff] [blame] | 1242 | // Neg |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1243 | ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest<DataType::Float32>) |
| 1244 | ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest<DataType::Float32>) |
| 1245 | ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest<DataType::Float32>) |
| 1246 | ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest<DataType::Float32>) |
| 1247 | ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2dFloat16, Neg2dTest<DataType::Float16>) |
| 1248 | ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3dFloat16, Neg3dTest<DataType::Float16>) |
Sadik Armagan | ac47210 | 2020-03-24 09:54:36 +0000 | [diff] [blame] | 1249 | |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 1250 | // Exp |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1251 | ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest<DataType::Float32>) |
| 1252 | ARMNN_AUTO_TEST_CASE_WITH_THF(Exo3d, Exp3dTest<DataType::Float32>) |
| 1253 | ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest<DataType::Float32>) |
| 1254 | ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest<DataType::Float32>) |
| 1255 | ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2dFloat16, Exp2dTest<DataType::Float16>) |
| 1256 | ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3dFloat16, Exp3dTest<DataType::Float16>) |
Sadik Armagan | 9fabf43 | 2020-05-27 13:40:58 +0100 | [diff] [blame] | 1257 | |
James Conroy | fe3ec94 | 2020-11-18 14:20:53 +0000 | [diff] [blame] | 1258 | // Logical |
| 1259 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNot, LogicalNotTest) |
| 1260 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNotInt, LogicalNotIntTest) |
| 1261 | |
| 1262 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAnd, LogicalAndTest) |
| 1263 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndInt, LogicalAndIntTest) |
| 1264 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast1, LogicalAndBroadcast1Test) |
| 1265 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast2, LogicalAndBroadcast2Test) |
| 1266 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast3, LogicalAndBroadcast3Test) |
| 1267 | |
| 1268 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOr, LogicalOrTest) |
| 1269 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrInt, LogicalOrIntTest) |
| 1270 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast1, LogicalOrBroadcast1Test) |
| 1271 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast2, LogicalOrBroadcast2Test) |
| 1272 | ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast3, LogicalOrBroadcast3Test) |
| 1273 | |
Sadik Armagan | a274748 | 2021-02-09 10:28:54 +0000 | [diff] [blame] | 1274 | // ReduceSum |
| 1275 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumFloat32, ReduceSumSimpleTest<DataType::Float32>) |
| 1276 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_1, ReduceSumSingleAxisTest1<DataType::Float32>) |
| 1277 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_2, ReduceSumSingleAxisTest2<DataType::Float32>) |
| 1278 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_3, ReduceSumSingleAxisTest3<DataType::Float32>) |
| 1279 | |
| 1280 | // ReduceMax |
| 1281 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxFloat32, ReduceMaxSimpleTest<DataType::Float32>) |
| 1282 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxNegativeAxisFloat32, ReduceMaxNegativeAxisTest<DataType::Float32>) |
| 1283 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMax2Float32, ReduceMaxSimpleTest2<DataType::Float32>) |
| 1284 | |
| 1285 | // ReduceMin |
| 1286 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinFloat32, ReduceMinSimpleTest<DataType::Float32>) |
| 1287 | ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinNegativeAxisFloat32, ReduceMinNegativeAxisTest<DataType::Float32>) |
| 1288 | |
Sadik Armagan | f40d6d4 | 2021-04-22 09:12:11 +0100 | [diff] [blame] | 1289 | // Cast |
| 1290 | ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt32ToFloat, CastInt32ToFloat2dTest) |
| 1291 | ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloat16ToFloat32, CastFloat16ToFloat322dTest) |
| 1292 | ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToFloat16, CastFloat32ToFloat162dTest) |
| 1293 | ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToUInt8, CastFloat32ToUInt82dTest) |
| 1294 | |
Matteo Martincigh | db16dd3 | 2019-08-27 16:41:11 +0100 | [diff] [blame] | 1295 | #if defined(ARMNNREF_ENABLED) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1296 | |
| 1297 | // The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available |
| 1298 | // if the reference backend is not built |
| 1299 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1300 | // ============================================================================ |
| 1301 | // COMPARE tests |
| 1302 | |
Sadik Armagan | 56785c7 | 2020-08-27 12:57:20 +0100 | [diff] [blame] | 1303 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f) |
| 1304 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f) |
| 1305 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f) |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1306 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1307 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareConv2dWithReference, CompareConvolution2dTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1308 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1309 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1310 | CompareDepthwiseConvolution2dFloatTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1311 | DataLayout::NCHW) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1312 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1313 | CompareDepthwiseConvolution2dUint8Test, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1314 | DataLayout::NCHW) |
jimfly01 | 7af00da | 2018-10-31 14:43:53 +0000 | [diff] [blame] | 1315 | |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1316 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1317 | CompareDepthwiseConvolution2dFloatTest, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1318 | DataLayout::NHWC) |
Keith Davis | f500d6c | 2020-08-31 08:32:55 +0100 | [diff] [blame] | 1319 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8Nhwc, |
Nattapat Chaimanowong | 649dd95 | 2019-01-22 16:10:44 +0000 | [diff] [blame] | 1320 | CompareDepthwiseConvolution2dUint8Test, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1321 | DataLayout::NHWC) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1322 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 1323 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationWithinWithReference, CompareNormalizationTest, |
| 1324 | NormalizationAlgorithmChannel::Within, |
| 1325 | NormalizationAlgorithmMethod::LocalBrightness) |
| 1326 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationAcrossWithReference, CompareNormalizationTest, |
| 1327 | NormalizationAlgorithmChannel::Across, |
| 1328 | NormalizationAlgorithmMethod::LocalBrightness) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1329 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 1330 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1331 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 1332 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithRef, |
| 1333 | ComparePooling2dTest, PoolingAlgorithm::Average) |
| 1334 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test, |
| 1335 | PoolingAlgorithm::Average) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1336 | |
Finn Williams | 826a543 | 2020-08-27 16:15:20 +0100 | [diff] [blame] | 1337 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1338 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1339 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAddition, CompareAdditionTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1340 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1341 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMultiplicationWithRef, CompareMultiplicationTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1342 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1343 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareBatchNorm, CompareBatchNormTest) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1344 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1345 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f) |
| 1346 | ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1347 | |
| 1348 | // ============================================================================ |
| 1349 | // FIXTURE tests |
| 1350 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1351 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSigmoidActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1352 | CompareActivationTest, ActivationFunction::Sigmoid, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1353 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1354 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareTanhActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1355 | CompareActivationTest, ActivationFunction::TanH, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1356 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1357 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLinearActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1358 | CompareActivationTest, ActivationFunction::Linear, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1359 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1360 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1361 | CompareActivationTest, ActivationFunction::ReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1362 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1363 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1364 | CompareActivationTest, ActivationFunction::BoundedReLu, 5u) |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1365 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1366 | CompareActivationUint8Test, ActivationFunction::BoundedReLu) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1367 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1368 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSoftReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1369 | CompareActivationTest, ActivationFunction::SoftReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1370 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1371 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLeakyReLuActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1372 | CompareActivationTest, ActivationFunction::LeakyReLu, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1373 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1374 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareAbsActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1375 | CompareActivationTest, ActivationFunction::Abs, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1376 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1377 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSqrtActivationWithReference, PositiveActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1378 | CompareActivationTest, ActivationFunction::Sqrt, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1379 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1380 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSquareActivationWithReference, ActivationFixture, |
Aron Virginas-Tar | d8edabb | 2019-08-12 14:29:59 +0100 | [diff] [blame] | 1381 | CompareActivationTest, ActivationFunction::Square, 5u) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1382 | |
Keith Davis | 33a626f | 2020-08-27 15:38:12 +0100 | [diff] [blame] | 1383 | ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareEluActivationWithReference, ActivationFixture, |
Teresa Charlin | e32c844 | 2020-03-05 14:41:50 +0000 | [diff] [blame] | 1384 | CompareActivationTest, ActivationFunction::Elu, 5u) |
| 1385 | |
Matteo Martincigh | e67edb2 | 2019-08-14 14:05:46 +0100 | [diff] [blame] | 1386 | #endif |
| 1387 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1388 | BOOST_AUTO_TEST_SUITE_END() |