blob: 715060717fd8ee9e0cf9f1fbff2d25b6674b37b5 [file] [log] [blame]
Laurent Carlier749294b2020-06-01 09:03:17 +01001//
Teresa Charlinca5c82a2023-03-28 11:00:36 +01002// Copyright © 2017-2023 Arm Ltd and Contributors. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +01003// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +00004//
telsoa014fcda012018-03-09 14:13:49 +00005
Aron Virginas-Tar56055192018-11-12 18:10:43 +00006#include "NeonWorkloadFactoryHelper.hpp"
7
Colm Donelanc42a9872022-02-02 16:35:09 +00008#include <armnnTestUtils/TensorHelpers.hpp>
Sadik Armagana097d2a2021-11-24 15:47:28 +00009#include <UnitTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000010
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000011#include <neon/NeonLayerSupport.hpp>
12#include <neon/NeonWorkloadFactory.hpp>
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +010013
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000014#include <backendsCommon/test/ActivationFixture.hpp>
15#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000016
Sadik Armagan1625efc2021-06-10 18:24:34 +010017#include <doctest/doctest.h>
telsoa014fcda012018-03-09 14:13:49 +000018
Sadik Armagan1625efc2021-06-10 18:24:34 +010019TEST_SUITE("Compute_ArmComputeNeon")
20{
Sadik Armagan581742d2019-08-12 14:11:37 +010021using namespace armnn;
22
23using FactoryType = NeonWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +000024
25// ============================================================================
26// UNIT tests
27
Mike Kelly56858022020-01-27 12:14:47 +000028// BatchToSpace
Keith Davis33a626f2020-08-27 15:38:12 +010029ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
30ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
31ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
Teresa Charlinca5c82a2023-03-28 11:00:36 +010032ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat324, BatchToSpaceNdNhwcTest4<DataType::Float32>)
33ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat325, BatchToSpaceNdNhwcTest5<DataType::Float32>)
34ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat326, BatchToSpaceNdNhwcTest6<DataType::Float32>)
35ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat327, BatchToSpaceNdNhwcTest7<DataType::Float32>)
Mike Kelly56858022020-01-27 12:14:47 +000036
Keith Davis33a626f2020-08-27 15:38:12 +010037ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
38ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
39ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
Teresa Charlinca5c82a2023-03-28 11:00:36 +010040ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat324, BatchToSpaceNdNchwTest4<DataType::Float32>)
41ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat325, BatchToSpaceNdNchwTest5<DataType::Float32>)
42ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat326, BatchToSpaceNdNchwTest6<DataType::Float32>)
43ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat327, BatchToSpaceNdNchwTest7<DataType::Float32>)
Mike Kelly56858022020-01-27 12:14:47 +000044
Keith Davis33a626f2020-08-27 15:38:12 +010045ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
46ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
47ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
Teresa Charlinca5c82a2023-03-28 11:00:36 +010048ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt4, BatchToSpaceNdNhwcTest4<DataType::QAsymmS8>)
49ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt5, BatchToSpaceNdNhwcTest5<DataType::QAsymmS8>)
50ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt6, BatchToSpaceNdNhwcTest6<DataType::QAsymmS8>)
51ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt7, BatchToSpaceNdNhwcTest7<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +010052
Keith Davis33a626f2020-08-27 15:38:12 +010053ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
54ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
55ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
Teresa Charlinca5c82a2023-03-28 11:00:36 +010056ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt4, BatchToSpaceNdNchwTest4<DataType::QAsymmS8>)
57ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt5, BatchToSpaceNdNchwTest5<DataType::QAsymmS8>)
58ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt6, BatchToSpaceNdNchwTest6<DataType::QAsymmS8>)
59ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt7, BatchToSpaceNdNchwTest7<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +010060
Keith Davis33a626f2020-08-27 15:38:12 +010061ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
62ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
63ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
Teresa Charlinca5c82a2023-03-28 11:00:36 +010064ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QAsymmU8>)
65ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QAsymmU8>)
66ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QAsymmU8>)
67ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QAsymmU8>)
Mike Kelly56858022020-01-27 12:14:47 +000068
Keith Davis33a626f2020-08-27 15:38:12 +010069ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
70ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
71ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
Teresa Charlinca5c82a2023-03-28 11:00:36 +010072ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QAsymmU8>)
73ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QAsymmU8>)
74ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QAsymmU8>)
75ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QAsymmU8>)
Mike Kelly56858022020-01-27 12:14:47 +000076
Teresa Charlin0f86ecf2022-10-13 15:47:08 +010077// Batch Mat Mul
78ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DSimpleFloat32, BatchMatMul2DSimpleTest<DataType::Float32>);
Teresa Charlin1fe6c812022-11-01 15:59:50 +000079ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DSimpleInt8, BatchMatMul2DSimpleTest<DataType::QAsymmS8>);
Teresa Charlin0f86ecf2022-10-13 15:47:08 +010080
81ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul3DSimpleFloat32, BatchMatMul3DSimpleTest<DataType::Float32>);
Teresa Charlin1fe6c812022-11-01 15:59:50 +000082ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul3DSimpleInt8, BatchMatMul3DSimpleTest<DataType::QAsymmS8>);
Teresa Charlin0f86ecf2022-10-13 15:47:08 +010083
84ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMulNCHWSimpleFloat32, BatchMatMulNCHWSimpleTest<DataType::Float32>);
Teresa Charlin1fe6c812022-11-01 15:59:50 +000085ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMulNCHWSimpleInt8, BatchMatMulNCHWSimpleTest<DataType::QAsymmS8>);
Teresa Charlin0f86ecf2022-10-13 15:47:08 +010086
87ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul3DBatchFloat32, BatchMatMul3DBatchTest<DataType::Float32>);
Teresa Charlin1fe6c812022-11-01 15:59:50 +000088ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul3DBatchInt8, BatchMatMul3DBatchTest<DataType::QAsymmS8>);
Teresa Charlin0f86ecf2022-10-13 15:47:08 +010089
Teresa Charlin1fe6c812022-11-01 15:59:50 +000090ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_BatchMatMul3DBroadcastFloat32,
91 BatchMatMul3DBroadcastTest<DataType::Float32>);
92ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_BatchMatMul3DBroadcastInt8,
93 BatchMatMul3DBroadcastTest<DataType::QAsymmS8>);
Teresa Charlin0f86ecf2022-10-13 15:47:08 +010094
Teresa Charlin1fe6c812022-11-01 15:59:50 +000095ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_BatchMatMul3D2DBroadcastFloat32,
96 BatchMatMul3D2DBroadcastTest<DataType::Float32>);
97ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_BatchMatMul3D2DBroadcastInt8,
98 BatchMatMul3D2DBroadcastTest<DataType::QAsymmS8>);
Teresa Charlin0f86ecf2022-10-13 15:47:08 +010099
100ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DTinyFloat32, BatchMatMul2DTinyTest<DataType::Float32>);
Teresa Charlin1fe6c812022-11-01 15:59:50 +0000101ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DTinyInt8, BatchMatMul2DTinyTest<DataType::QAsymmS8>);
Teresa Charlin0f86ecf2022-10-13 15:47:08 +0100102
103ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DTranspSimpleFloat32, BatchMatMul2DTranspSimpleTest<DataType::Float32>);
Teresa Charlin1fe6c812022-11-01 15:59:50 +0000104ARMNN_AUTO_TEST_CASE_WITH_THF(BatchMatMul2DTranspSimpleInt8, BatchMatMul2DTranspSimpleTest<DataType::QAsymmS8>);
Teresa Charlin0f86ecf2022-10-13 15:47:08 +0100105
telsoa014fcda012018-03-09 14:13:49 +0000106// Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +0100107ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true)
telsoa014fcda012018-03-09 14:13:49 +0000108
Keith Davisf500d6c2020-08-31 08:32:55 +0100109ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
110ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
111ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
112ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
113ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
114ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
115ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dStride2x2Nhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100116 SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly010a088a62018-10-25 17:05:05 +0100117
Keith Davisf500d6c2020-08-31 08:32:55 +0100118ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
119ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding,
120 Convolution2dAsymmetricPaddingTest,
121 DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +0100122
Keith Davisf500d6c2020-08-31 08:32:55 +0100123ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
124ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc,
narpra015f703182018-10-26 16:24:58 +0100125 Convolution2dAsymmetricPaddingTest,
Sadik Armagan581742d2019-08-12 14:11:37 +0100126 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000127
Keith Davisf500d6c2020-08-31 08:32:55 +0100128ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
telsoa014fcda012018-03-09 14:13:49 +0000129
Keith Davisf500d6c2020-08-31 08:32:55 +0100130ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3,
Sadik Armagan581742d2019-08-12 14:11:37 +0100131 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100132 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100133 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100134ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100135 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100136 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100137 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100138ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100139 Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
140 false,
141 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100142ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100143 Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
144 false,
145 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100146ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000147 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100148 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100149 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100150ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000151 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100152 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100153 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100154ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3,
Sadik Armagan581742d2019-08-12 14:11:37 +0100155 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100156 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100157 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100158ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100159 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100160 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100161 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100162ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100163 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
164 false,
165 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100166ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100167 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
168 false,
169 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100170ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000171 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100172 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100173 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100174ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000175 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100176 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100177 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100178ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Jan Eilers59c66702019-07-11 10:22:36 +0100179 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Sadik Armagan581742d2019-08-12 14:11:37 +0100180 <DataType::Float32, DataType::Float32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100181 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100182 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100183ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Jan Eilers59c66702019-07-11 10:22:36 +0100184 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Sadik Armagan581742d2019-08-12 14:11:37 +0100185 <DataType::Float32, DataType::Float32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100186 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100187 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100188ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100189 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
190 <DataType::QAsymmS8, DataType::Signed32>,
191 false,
192 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100193ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100194 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
195 <DataType::QAsymmS8, DataType::Signed32>,
196 false,
197 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100198ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Jan Eilers59c66702019-07-11 10:22:36 +0100199 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Derek Lambertif90c56d2020-01-10 17:14:08 +0000200 <DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100201 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100202 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100203ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Jan Eilers59c66702019-07-11 10:22:36 +0100204 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Derek Lambertif90c56d2020-01-10 17:14:08 +0000205 <DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers59c66702019-07-11 10:22:36 +0100206 false,
Sadik Armagan581742d2019-08-12 14:11:37 +0100207 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100208ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult4,
Kevin May665a964a2019-08-21 16:53:50 +0100209 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
210 false,
211 armnn::DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100212ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2,
Kevin May665a964a2019-08-21 16:53:50 +0100213 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
214 false,
215 armnn::DataLayout::NCHW)
Jan Eilers59c66702019-07-11 10:22:36 +0100216
Keith Davisf500d6c2020-08-31 08:32:55 +0100217ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
218ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Aron Virginas-Tar21fc28b2019-11-26 14:04:54 +0000219
Teresa Charlinec5f7d12021-10-22 17:15:00 +0100220// Convolution 3d - NDHWC
221ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Float32,
222 SimpleConvolution3d3x3x3Float32Test,
223 false,
224 DataLayout::NDHWC)
225ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Int8,
226 SimpleConvolution3d3x3x3Int8Test,
227 false,
228 DataLayout::NDHWC)
229ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Uint8,
230 SimpleConvolution3d3x3x3Uint8Test,
231 false,
232 DataLayout::NDHWC)
233
234ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5Float32,
235 Convolution3d2x2x2Strides3x5x5Float32Test,
236 false,
237 DataLayout::NDHWC)
238ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestInt8,
239 Convolution3d2x2x2Strides3x5x5Int8Test,
240 true,
241 DataLayout::NDHWC)
242ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestUint8,
243 Convolution3d2x2x2Strides3x5x5Uint8Test,
244 false,
245 DataLayout::NDHWC)
246
247ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3Float32,
248 Convolution3dPaddingSame3x3x3Float32Test,
249 false,
250 DataLayout::NDHWC)
251ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestInt8,
252 Convolution3dPaddingSame3x3x3Int8Test,
253 false,
254 DataLayout::NDHWC)
255ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestUint8,
256 Convolution3dPaddingSame3x3x3Uint8Test,
257 false,
258 DataLayout::NDHWC)
259
260ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Stride3x3x3SmallTestFloat32,
261 Convolution3d2x2x2Stride3x3x3SmallFloat32Test,
262 false,
263 DataLayout::NDHWC)
264#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
265ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x3x3TestFloat16,
266 Convolution3d2x3x3Float16Test,
267 true,
268 DataLayout::NDHWC)
269ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2SmallTestFloat16,
270 Convolution3d2x2x2SmallFloat16Test,
271 false,
272 DataLayout::NDHWC)
273#endif
274
Aron Virginas-Tar2f00b742019-09-30 13:28:08 +0100275// DepthToSpace
276ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
277ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
278ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
279ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
280
Aron Virginas-Tar99836d32019-09-30 16:34:31 +0100281ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
282ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
283ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
284ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
285
Sadik Armagan303980c2020-04-17 12:45:14 +0100286ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
287ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
288ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
289ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
290
Derek Lambertif90c56d2020-01-10 17:14:08 +0000291ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
292ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
293ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
294ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tar2f00b742019-09-30 13:28:08 +0100295
Derek Lambertif90c56d2020-01-10 17:14:08 +0000296ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
297ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
298ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
299ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tar2f00b742019-09-30 13:28:08 +0100300
301ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
302ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
303ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
304ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
305
Aron Virginas-Tar99836d32019-09-30 16:34:31 +0100306ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
307ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
308ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
309ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
310
Sadik Armagan303980c2020-04-17 12:45:14 +0100311ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
312ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
313ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
314ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
315
Derek Lambertif90c56d2020-01-10 17:14:08 +0000316ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
317ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
318ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
319ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tar2f00b742019-09-30 13:28:08 +0100320
Derek Lambertif90c56d2020-01-10 17:14:08 +0000321ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
322ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
323ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
324ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Aron Virginas-Tar2f00b742019-09-30 13:28:08 +0100325
telsoa014fcda012018-03-09 14:13:49 +0000326// Depthwise Convolution
Jan Eilers53ef7952021-06-02 12:01:25 +0100327ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
328ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
329
330ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
331
Keith Davisf500d6c2020-08-31 08:32:55 +0100332ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1,
Sadik Armagan581742d2019-08-12 14:11:37 +0100333 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100334ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1,
Sadik Armagan581742d2019-08-12 14:11:37 +0100335 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100336ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8,
Sadik Armagan581742d2019-08-12 14:11:37 +0100337 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100338ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Sadik Armagan581742d2019-08-12 14:11:37 +0100339 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100340
341// NHWC Depthwise Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +0100342ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1NHhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100343 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100344ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100345 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100346ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100347 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100348ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100349 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100350
Keith Davisf500d6c2020-08-31 08:32:55 +0100351ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
352ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
Bruno Goncalves22972f02019-04-26 21:03:24 -0300353 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01b9c89632018-10-26 16:50:13 +0100354
telsoa014fcda012018-03-09 14:13:49 +0000355
Keith Davisf500d6c2020-08-31 08:32:55 +0100356ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric,
Sadik Armagan581742d2019-08-12 14:11:37 +0100357 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100358ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric,
Sadik Armagan581742d2019-08-12 14:11:37 +0100359 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100360ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100361 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100362ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Sadik Armagan581742d2019-08-12 14:11:37 +0100363 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100364
Keith Davisf500d6c2020-08-31 08:32:55 +0100365ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
Matthew Jackson99107922019-07-25 12:58:56 +0100366
Keith Davisf500d6c2020-08-31 08:32:55 +0100367ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
Aron Virginas-Tar24457442019-11-27 13:18:25 +0000368 DataLayout::NCHW);
Keith Davisf500d6c2020-08-31 08:32:55 +0100369ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
Aron Virginas-Tar24457442019-11-27 13:18:25 +0000370 DataLayout::NHWC);
371
telsoa014fcda012018-03-09 14:13:49 +0000372namespace
373{
374
Sadik Armagan581742d2019-08-12 14:11:37 +0100375DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY,
telsoa014fcda012018-03-09 14:13:49 +0000376 uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0,
377 uint32_t padTop = 0, uint32_t padBottom = 0)
378{
Jan Eilers8eb25602020-03-09 12:13:48 +0000379 IgnoreUnused(depthMultiplier);
telsoa01c577f2c2018-08-31 09:22:23 +0100380
Sadik Armagan581742d2019-08-12 14:11:37 +0100381 DepthwiseConvolution2dDescriptor desc;
telsoa01c577f2c2018-08-31 09:22:23 +0100382
telsoa014fcda012018-03-09 14:13:49 +0000383 desc.m_PadLeft = padLeft;
384 desc.m_PadRight = padRight;
telsoa01c577f2c2018-08-31 09:22:23 +0100385
telsoa014fcda012018-03-09 14:13:49 +0000386 desc.m_PadTop = padTop;
387 desc.m_PadBottom = padBottom;
388 desc.m_StrideX = strideX;
389 desc.m_StrideY = strideY;
telsoa01c577f2c2018-08-31 09:22:23 +0100390 desc.m_BiasEnabled = false;
391
telsoa014fcda012018-03-09 14:13:49 +0000392 return desc;
393}
394
Sadik Armagan581742d2019-08-12 14:11:37 +0100395TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo,
396 const TensorInfo& weightsInfo,
397 const DepthwiseConvolution2dDescriptor& descriptor,
398 DataType dataType)
telsoa01c577f2c2018-08-31 09:22:23 +0100399{
Sadik Armagan581742d2019-08-12 14:11:37 +0100400 const TensorShape& inputShape = inputInfo.GetShape();
401 const TensorShape& filterShape = weightsInfo.GetShape();
telsoa01c577f2c2018-08-31 09:22:23 +0100402
403 unsigned int inWidth = inputShape[3];
404 unsigned int inHeight = inputShape[2];
405 unsigned int inBatchSize = inputShape[0];
406
Jan Eilers53ef7952021-06-02 12:01:25 +0100407 unsigned int filterWidth = filterShape[2];
telsoa01c577f2c2018-08-31 09:22:23 +0100408 unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth);
409 unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX);
410
Jan Eilers53ef7952021-06-02 12:01:25 +0100411 unsigned int filterHeight = filterShape[1];
telsoa01c577f2c2018-08-31 09:22:23 +0100412 unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight);
413 unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY);
telsoa01c577f2c2018-08-31 09:22:23 +0100414
Jan Eilers53ef7952021-06-02 12:01:25 +0100415 unsigned int outChannels = filterShape[3];
telsoa01c577f2c2018-08-31 09:22:23 +0100416 unsigned int outBatchSize = inBatchSize;
417
Sadik Armagan581742d2019-08-12 14:11:37 +0100418 TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth});
419 return TensorInfo(outputShape, dataType);
telsoa01c577f2c2018-08-31 09:22:23 +0100420}
telsoa014fcda012018-03-09 14:13:49 +0000421}
422
Sadik Armagan1625efc2021-06-10 18:24:34 +0100423TEST_CASE("DepthwiseConv2dUtils")
telsoa014fcda012018-03-09 14:13:49 +0000424{
Sadik Armagan581742d2019-08-12 14:11:37 +0100425 const DataType dataType = DataType::Float32;
telsoa01c577f2c2018-08-31 09:22:23 +0100426
Sadik Armagan581742d2019-08-12 14:11:37 +0100427 TensorInfo inputInfo({1, 1, 10, 10 }, dataType);
428 TensorInfo outputInfo;
Cathal Corbett4452baf2022-05-13 09:55:59 +0100429 TensorInfo weightsInfo3x3({ 1, 3, 3, 1 }, dataType, 0, 0, true); // [1,H,W,I*M]
Sadik Armagan581742d2019-08-12 14:11:37 +0100430 TensorInfo biasesInfo;
telsoa01c577f2c2018-08-31 09:22:23 +0100431
Sadik Armagan581742d2019-08-12 14:11:37 +0100432 DepthwiseConvolution2dDescriptor descriptor;
433 NeonLayerSupport layerSupport;
telsoa014fcda012018-03-09 14:13:49 +0000434
435 // Strides supported: 1,2,3
telsoa01c577f2c2018-08-31 09:22:23 +0100436 descriptor = MakeDepthwiseConv2dDesc(1, 1);
437 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100438 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100439 weightsInfo3x3, biasesInfo));
telsoa014fcda012018-03-09 14:13:49 +0000440
telsoa01c577f2c2018-08-31 09:22:23 +0100441 descriptor = MakeDepthwiseConv2dDesc(1, 2);
442 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100443 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100444 weightsInfo3x3, biasesInfo));
telsoa01c577f2c2018-08-31 09:22:23 +0100445
446 descriptor = MakeDepthwiseConv2dDesc(1, 3);
447 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100448 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100449 weightsInfo3x3, biasesInfo));
telsoa01c577f2c2018-08-31 09:22:23 +0100450
451 descriptor = MakeDepthwiseConv2dDesc(2, 1);
452 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100453 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100454 weightsInfo3x3, biasesInfo));
telsoa01c577f2c2018-08-31 09:22:23 +0100455
456 descriptor = MakeDepthwiseConv2dDesc(2, 2);
457 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100458 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100459 weightsInfo3x3, biasesInfo));
telsoa01c577f2c2018-08-31 09:22:23 +0100460
461 descriptor = MakeDepthwiseConv2dDesc(2, 3);
462 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100463 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100464 weightsInfo3x3, biasesInfo));
telsoa01c577f2c2018-08-31 09:22:23 +0100465
466 descriptor = MakeDepthwiseConv2dDesc(3, 1);
467 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100468 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100469 weightsInfo3x3, biasesInfo));
telsoa01c577f2c2018-08-31 09:22:23 +0100470
471 descriptor = MakeDepthwiseConv2dDesc(3, 2);
472 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100473 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100474 weightsInfo3x3, biasesInfo));
telsoa01c577f2c2018-08-31 09:22:23 +0100475
476 descriptor = MakeDepthwiseConv2dDesc(3, 3);
477 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100478 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100479 weightsInfo3x3, biasesInfo));
telsoa01c577f2c2018-08-31 09:22:23 +0100480
481 // Supported stride 4
482 descriptor = MakeDepthwiseConv2dDesc(4, 1);
483 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100484 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100485 weightsInfo3x3, biasesInfo));
telsoa014fcda012018-03-09 14:13:49 +0000486
487 // Supported weights shape 1x1
Cathal Corbett4452baf2022-05-13 09:55:59 +0100488 TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32, 0, 0, true);
telsoa01c577f2c2018-08-31 09:22:23 +0100489 descriptor = MakeDepthwiseConv2dDesc(1, 1);
490 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100491 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100492 weightsInfo1x1, biasesInfo));
telsoa014fcda012018-03-09 14:13:49 +0000493
494 // Supported shape 2x2
Cathal Corbett4452baf2022-05-13 09:55:59 +0100495 TensorInfo weightsInfo2x2({ 1, 2, 2, 1 }, DataType::Float32, 0, 0, true);
telsoa01c577f2c2018-08-31 09:22:23 +0100496 descriptor = MakeDepthwiseConv2dDesc(1, 1);
497 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100498 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100499 weightsInfo2x2, biasesInfo));
surmeh013537c2c2018-05-18 16:31:43 +0100500
501 // Asymmetric padding
telsoa01c577f2c2018-08-31 09:22:23 +0100502 descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2);
503 outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan1625efc2021-06-10 18:24:34 +0100504 CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tarfc824312018-10-15 15:00:13 +0100505 weightsInfo3x3, biasesInfo));
telsoa014fcda012018-03-09 14:13:49 +0000506}
507
Narumol Prangnawarat01961a72019-05-30 16:47:12 +0100508// Dequantize
Jan Eilersf7107932019-11-01 11:09:36 +0000509// Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled
Narumol Prangnawarat01961a72019-05-30 16:47:12 +0100510ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
511ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Jan Eilersf7107932019-11-01 11:09:36 +0000512ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Narumol Prangnawarat01961a72019-05-30 16:47:12 +0100513
Ryan OShea19e79422022-05-04 00:38:03 +0100514// Pooling2d
Finn Williams826a5432020-08-27 16:15:20 +0100515ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4,
516 SimpleMaxPooling2dSize3x3Stride2x4Test, true)
517ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8,
518 SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
James Conroy45a9b772018-10-31 11:47:53 +0000519
Finn Williams826a5432020-08-27 16:15:20 +0100520ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
521ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
522ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
523ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000524
Finn Williams826a5432020-08-27 16:15:20 +0100525ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
526ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NCHW)
527ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8,
528 SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
529ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8Nhwc,
530 SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
surmeh01bceff2f2018-03-29 16:29:27 +0100531
Finn Williams826a5432020-08-27 16:15:20 +0100532ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
533ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000534
Finn Williams826a5432020-08-27 16:15:20 +0100535ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
536ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNeon, SimpleL2Pooling2dTest, DataLayout::NHWC)
537ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
James Conroy45a9b772018-10-31 11:47:53 +0000538
Finn Williams826a5432020-08-27 16:15:20 +0100539ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
540ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
541ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
542ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
543ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
544ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
545ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7, L2Pooling2dSize7Test)
546ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
547ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize9, L2Pooling2dSize9Test)
548ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000549
550// Ignore padding values for pooling but count padding fields into the divisor
Finn Williams826a5432020-08-27 16:15:20 +0100551ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
552ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
553ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
554ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000555
Finn Williams826a5432020-08-27 16:15:20 +0100556ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
557ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
558ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPadding,
559 IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
560ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
561 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
562ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
563ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Uint8,
564 IgnorePaddingAveragePooling2dSize3Uint8Test)
565ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
566 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
567ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
568 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
569 true)
telsoa014fcda012018-03-09 14:13:49 +0000570
Finn Williams826a5432020-08-27 16:15:20 +0100571ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
572ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8,
573 IgnorePaddingSimpleL2Pooling2dUint8Test)
574ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
575ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8,
576 IgnorePaddingL2Pooling2dSize3Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000577
Ryan OShea19e79422022-05-04 00:38:03 +0100578//Pooling 3d
579ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling3dSize2x2x2Stride1x1x1,
580 SimpleMaxPooling3dSize2x2x2Stride1x1x1Test,
581 DataLayout::NDHWC)
582
583ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling3dSize2x2x2Stride1x1x1Uint8,
584 SimpleMaxPooling3dSize2x2x2Stride1x1x1Uint8Test,
585 DataLayout::NDHWC)
586
587ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling3d,
588 SimpleMaxPooling3dTest,
589 DataLayout::NDHWC)
590
591ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling3dUint8,
592 SimpleMaxPooling3dUint8Test,
593 DataLayout::NDHWC)
594
595ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling3d,
596 IgnorePaddingSimpleMaxPooling3dTest,
597 DataLayout::NDHWC)
598
599ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling3dUint8,
600 IgnorePaddingSimpleMaxPooling3dUint8Test,
601 DataLayout::NDHWC)
602
603ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling3d,
604 SimpleAveragePooling3dTest,
605 DataLayout::NDHWC)
606
607ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling3dUint8,
608 SimpleAveragePooling3dUint8Test,
609 DataLayout::NDHWC)
610
611ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling3d,
612 LargeTensorsAveragePooling3dTest,
613 DataLayout::NDHWC)
614
615ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling3dUint8,
616 LargeTensorsAveragePooling3dUint8Test,
617 DataLayout::NDHWC)
618
619ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling3d,
620 IgnorePaddingSimpleAveragePooling3dTest,
621 DataLayout::NDHWC)
622
623ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling3d,
624 SimpleL2Pooling3dTest,
625 DataLayout::NDHWC)
626
627ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling3d,
628 IgnorePaddingSimpleL2Pooling3dTest,
629 DataLayout::NDHWC)
630
631ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareMaxPooling3d,
632 AsymmetricNonSquareMaxPooling3dTest,
633 DataLayout::NDHWC)
634
635ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareMaxPooling3dUint8,
636 AsymmetricNonSquareMaxPooling3dUint8Test,
637 DataLayout::NDHWC)
638
639ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareAveragePooling3d,
640 AsymmetricNonSquareAveragePooling3dTest,
641 DataLayout::NDHWC)
642
643ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareAveragePooling3dUint8,
644 AsymmetricNonSquareAveragePooling3dUint8Test,
645 DataLayout::NDHWC)
646
647ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmetricNonSquareL2Pooling3d,
648 AsymmetricNonSquareL2Pooling3dTest,
649 DataLayout::NDHWC)
650
651ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_AsymmetricNonSquareMaxPooling3dWithPaddingOnlyPool,
652 AsymmetricNonSquareMaxPooling3dWithPaddingOnlyPoolTest,
653 DataLayout::NDHWC)
654
655ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_AsymmetricNonSquareMaxPooling3dWithPaddingOnlyPoolUint8,
656 AsymmetricNonSquareMaxPooling3dWithPaddingOnlyPoolUint8Test,
657 DataLayout::NDHWC)
658
659ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_AsymmetricNonSquareAveragePooling3dWithPaddingOnlyPool,
660 AsymmetricNonSquareAveragePooling3dWithPaddingOnlyPoolTest,
661 DataLayout::NDHWC)
662
663ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_AsymmetricNonSquareAveragePooling3dWithPaddingOnlyPoolUint8,
664 AsymmetricNonSquareAveragePooling3dWithPaddingOnlyPoolUint8Test,
665 DataLayout::NDHWC)
666
667ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTEDAsymmetricNonSquareL2Pooling3dWithPaddingOnlyPool,
668 AsymmetricNonSquareL2Pooling3dWithPaddingOnlyPoolTest,
669 DataLayout::NDHWC)
670
671ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTEDAsymmetricNonSquareL2Pooling3dWithPaddingOnlyPoolUint8,
672 AsymmetricNonSquareL2Pooling3dWithPaddingOnlyPoolUint8Test,
673 DataLayout::NDHWC)
674
675ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling3d,
676 SimpleAveragePooling3dTest,
677 DataLayout::NDHWC)
678
679ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling3dUint8,
680 SimpleAveragePooling3dUint8Test,
681 DataLayout::NDHWC)
682
telsoa014fcda012018-03-09 14:13:49 +0000683// Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100684ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantLinearActivation, ConstantLinearActivationTest)
telsoa014fcda012018-03-09 14:13:49 +0000685
Teresa Charline32c8442020-03-05 14:41:50 +0000686// Sigmoid Activation / Logistic
Keith Davis33a626f2020-08-27 15:38:12 +0100687ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoid, SimpleSigmoidTest)
688ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charline32c8442020-03-05 14:41:50 +0000689
690// BoundedReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100691ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1, BoundedReLuUpperAndLowerBoundTest)
692ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6, BoundedReLuUpperBoundOnlyTest)
693ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
694ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000695
Teresa Charline32c8442020-03-05 14:41:50 +0000696// ReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100697ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu, ReLuTest)
698ARMNN_AUTO_TEST_CASE_WITH_THF(ReLuUint8, ReLuUint8Test)
David Monahan3b3c3812020-02-25 09:03:29 +0000699
Teresa Charline32c8442020-03-05 14:41:50 +0000700// SoftReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100701ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLu, SoftReLuTest)
Teresa Charline32c8442020-03-05 14:41:50 +0000702
703// LeakyReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100704ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLu, LeakyReLuTest)
Teresa Charline32c8442020-03-05 14:41:50 +0000705
706// Abs Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100707ARMNN_AUTO_TEST_CASE_WITH_THF(Abs, AbsTest)
Narumol Prangnawaratb98bbcf2019-04-15 14:14:27 +0100708
Sadik Armagan6095ba52019-09-13 17:07:19 +0100709// Sqrt Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100710ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt, SqrtTest)
711ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNN, SqrtNNTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +0100712
Teresa Charline32c8442020-03-05 14:41:50 +0000713// Square Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100714ARMNN_AUTO_TEST_CASE_WITH_THF(Square, SquareTest)
Teresa Charline32c8442020-03-05 14:41:50 +0000715
716// Tanh Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100717ARMNN_AUTO_TEST_CASE_WITH_THF(Tanh, TanhTest)
Teresa Charline32c8442020-03-05 14:41:50 +0000718
719// Elu Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100720ARMNN_AUTO_TEST_CASE_WITH_THF(Elu, EluTest)
Teresa Charline32c8442020-03-05 14:41:50 +0000721
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000722// Softmax
Colm Donelanade8c1d2021-03-24 14:51:31 +0000723// Moved to NeonLayerTests_NDK_Bug.cpp
724//ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
725//ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
Sadik Armagan56785c72020-08-27 12:57:20 +0100726ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
727ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
telsoa014fcda012018-03-09 14:13:49 +0000728
Keith Davis69e653f2020-07-02 11:49:26 +0100729// LogSoftmax
Colm Donelanade8c1d2021-03-24 14:51:31 +0000730// Moved to NeonLayerTests_NDK_Bug.cpp
731//ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
Keith Davis69e653f2020-07-02 11:49:26 +0100732
Mike Kelly0be3a882020-01-24 11:27:50 +0000733// Space To Batch Nd
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100734ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
735ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
736ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
737ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
Mike Kelly0be3a882020-01-24 11:27:50 +0000738
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100739ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
740ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
741ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
742ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
Mike Kelly0be3a882020-01-24 11:27:50 +0000743
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100744ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
Finn Williams826a5432020-08-27 16:15:20 +0100745ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32,
746 SpaceToBatchNdMultiChannelsNhwcFloat32Test)
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100747ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
748ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Mike Kelly0be3a882020-01-24 11:27:50 +0000749
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100750ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
Finn Williams826a5432020-08-27 16:15:20 +0100751ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8,
752 SpaceToBatchNdMultiChannelsNhwcUint8Test)
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100753ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
754ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Mike Kelly0be3a882020-01-24 11:27:50 +0000755
Ellen Norris-Thompson29794572019-06-26 16:40:36 +0100756// SpaceToDepth
Sadik Armagan5e719842020-08-28 12:17:33 +0100757ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
758ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Ellen Norris-Thompson29794572019-06-26 16:40:36 +0100759
Sadik Armagan5e719842020-08-28 12:17:33 +0100760ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
761ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
Ellen Norris-Thompson29794572019-06-26 16:40:36 +0100762
Sadik Armagan5e719842020-08-28 12:17:33 +0100763ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
764ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
Ellen Norris-Thompson29794572019-06-26 16:40:36 +0100765
Sadik Armagan5e719842020-08-28 12:17:33 +0100766ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
767ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Ellen Norris-Thompson29794572019-06-26 16:40:36 +0100768
telsoa01c577f2c2018-08-31 09:22:23 +0100769// Splitter
Sadik Armagan5e719842020-08-28 12:17:33 +0100770ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat32, SplitterFloat32Test)
771ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterUint8, SplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000772
Sadik Armagan5e719842020-08-28 12:17:33 +0100773ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
774ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000775
Jim Flynn4ed6c832019-05-20 11:02:46 +0100776// Concat
Keith Davisf500d6c2020-08-31 08:32:55 +0100777ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConcat, ConcatTest)
778ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8, ConcatUint8Test)
779ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000780 ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false)
telsoa014fcda012018-03-09 14:13:49 +0000781
782// Fully Connected
Finn Williams7faf9a82020-08-27 10:37:36 +0100783ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
784ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
785ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
786ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false)
787ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
Sadik Armaganf0a6dec2021-03-25 07:46:55 +0000788ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false, true)
789ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true, true)
telsoa014fcda012018-03-09 14:13:49 +0000790
791// Add
Keith Davis33a626f2020-08-27 15:38:12 +0100792ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAdd, AdditionTest)
793ARMNN_AUTO_TEST_CASE_WITH_THF(Add5d, Addition5dTest)
794ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast, AdditionBroadcastTest)
795ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1Element, AdditionBroadcast1ElementTest)
telsoa014fcda012018-03-09 14:13:49 +0000796
David Beckbc392452018-09-10 14:47:28 +0100797// Sub
Keith Davis33a626f2020-08-27 15:38:12 +0100798ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSub, SubtractionTest)
799ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
800ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast, SubtractionBroadcastTest)
801ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionUint8, SubtractionUint8Test)
802ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastUint8, SubtractionBroadcastUint8Test)
803ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beckbc392452018-09-10 14:47:28 +0100804
Pablo Telloe61f0712020-01-23 10:37:17 +0000805// Div
Keith Davis33a626f2020-08-27 15:38:12 +0100806ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDivision, DivisionTest)
807ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionByZero, DivisionByZeroTest)
808ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
809ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Pablo Telloe61f0712020-01-23 10:37:17 +0000810
telsoa014fcda012018-03-09 14:13:49 +0000811// Mul
Keith Davis33a626f2020-08-27 15:38:12 +0100812ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMultiplication, MultiplicationTest)
813ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
814ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
815ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationUint8, MultiplicationUint8Test)
816ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
817ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
818ARMNN_AUTO_TEST_CASE_WITH_THF(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000819
820// Batch Norm
Keith Davis33a626f2020-08-27 15:38:12 +0100821ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32, BatchNormFloat32Test)
822ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000823
David Monahan97451b42020-12-03 09:48:06 +0000824// Rank
825ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float16, RankDimSize1Test<DataType::Float16>)
826ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float32, RankDimSize1Test<DataType::Float32>)
827ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmU8, RankDimSize1Test<DataType::QAsymmU8>)
828ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Signed32, RankDimSize1Test<DataType::Signed32>)
829ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QSymmS16, RankDimSize1Test<DataType::QSymmS16>)
830ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmS8, RankDimSize1Test<DataType::QAsymmS8>)
David Monahan97451b42020-12-03 09:48:06 +0000831
832ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float16, RankDimSize2Test<DataType::Float16>)
833ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float32, RankDimSize2Test<DataType::Float32>)
834ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmU8, RankDimSize2Test<DataType::QAsymmU8>)
835ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Signed32, RankDimSize2Test<DataType::Signed32>)
836ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QSymmS16, RankDimSize2Test<DataType::QSymmS16>)
837ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmS8, RankDimSize2Test<DataType::QAsymmS8>)
David Monahan97451b42020-12-03 09:48:06 +0000838
839ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float16, RankDimSize3Test<DataType::Float16>)
840ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float32, RankDimSize3Test<DataType::Float32>)
841ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmU8, RankDimSize3Test<DataType::QAsymmU8>)
842ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Signed32, RankDimSize3Test<DataType::Signed32>)
843ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QSymmS16, RankDimSize3Test<DataType::QSymmS16>)
844ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmS8, RankDimSize3Test<DataType::QAsymmS8>)
David Monahan97451b42020-12-03 09:48:06 +0000845
846ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float16, RankDimSize4Test<DataType::Float16>)
847ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float32, RankDimSize4Test<DataType::Float32>)
848ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmU8, RankDimSize4Test<DataType::QAsymmU8>)
849ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Signed32, RankDimSize4Test<DataType::Signed32>)
850ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QSymmS16, RankDimSize4Test<DataType::QSymmS16>)
851ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmS8, RankDimSize4Test<DataType::QAsymmS8>)
David Monahan97451b42020-12-03 09:48:06 +0000852
Sadik Armagan0d4863d2019-10-09 14:26:32 +0100853// InstanceNormalization
Finn Williamsc43de6a2020-08-27 11:13:25 +0100854ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
855ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
Sadik Armagan0d4863d2019-10-09 14:26:32 +0100856
Finn Williamsc43de6a2020-08-27 11:13:25 +0100857ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
858ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
Sadik Armagan0d4863d2019-10-09 14:26:32 +0100859
telsoa014fcda012018-03-09 14:13:49 +0000860// Constant
Keith Davisf500d6c2020-08-31 08:32:55 +0100861ARMNN_AUTO_TEST_CASE_WITH_THF(Constant, ConstantTest)
862ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000863
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100864// Concat
Keith Davisf500d6c2020-08-31 08:32:55 +0100865ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1d, Concat1dTest)
866ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000867
Keith Davisf500d6c2020-08-31 08:32:55 +0100868ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0, Concat2dDim0Test)
869ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
870ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1, Concat2dDim1Test)
871ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000872
Keith Davisf500d6c2020-08-31 08:32:55 +0100873ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
874ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
875ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
876ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000877
Keith Davisf500d6c2020-08-31 08:32:55 +0100878ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0, Concat3dDim0Test)
879ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
880ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1, Concat3dDim1Test)
881ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
882ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2, Concat3dDim2Test, false)
883ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000884
Keith Davisf500d6c2020-08-31 08:32:55 +0100885ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
886ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
887ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
888ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
889ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
890ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000891
Keith Davisf500d6c2020-08-31 08:32:55 +0100892ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0, Concat4dDim0Test)
893ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1, Concat4dDim1Test)
894ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3, Concat4dDim3Test, false)
895ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
896ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
897ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra015cdda352018-11-19 15:30:27 +0000898
Keith Davisf500d6c2020-08-31 08:32:55 +0100899ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
900ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
901ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
902ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
903ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
904ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
Sadik Armagan0d4863d2019-10-09 14:26:32 +0100905
telsoa014fcda012018-03-09 14:13:49 +0000906// L2 Normalization
Finn Williamsc43de6a2020-08-27 11:13:25 +0100907ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
908ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
909ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
910ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100911
Colm Donelanade8c1d2021-03-24 14:51:31 +0000912// Moved to NeonLayerTests_NDK_Bug.cpp
913//ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
Finn Williamsc43de6a2020-08-27 11:13:25 +0100914ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
915ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
916ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000917
Finn Williamsc43de6a2020-08-27 11:13:25 +0100918ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dShape, L2Normalization2dShapeTest);
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100919
Finn Williamsc43de6a2020-08-27 11:13:25 +0100920ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
921ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer0c64f462019-06-18 16:32:30 +0100922
telsoa014fcda012018-03-09 14:13:49 +0000923// Floor
Finn Williams7faf9a82020-08-27 10:37:36 +0100924ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000925
Teresa Charlinf540eb82020-04-10 19:24:55 +0100926// Gather
Finn Williamsc43de6a2020-08-27 11:13:25 +0100927ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
928ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsUint8, Gather1dParamsUint8Test)
929ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
930ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Teresa Charlinf540eb82020-04-10 19:24:55 +0100931
Teresa Charlinbd22c7d2022-04-26 18:14:12 +0100932// GatherNd
933ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dFloat32, SimpleGatherNd2dTest<DataType::Float32>)
934ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dFloat32, SimpleGatherNd3dTest<DataType::Float32>)
935ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dFloat32, SimpleGatherNd4dTest<DataType::Float32>)
936ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dInt8, SimpleGatherNd2dTest<DataType::QAsymmS8>)
937ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dInt8, SimpleGatherNd3dTest<DataType::QAsymmS8>)
938ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dInt8, SimpleGatherNd4dTest<DataType::QAsymmS8>)
939ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dInt32, SimpleGatherNd2dTest<DataType::Signed32>)
940ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dInt32, SimpleGatherNd3dTest<DataType::Signed32>)
941ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dInt32, SimpleGatherNd4dTest<DataType::Signed32>)
942
Teresa Charlincedd34f2020-03-30 11:17:30 +0100943// Equal
Keith Davisf500d6c2020-08-31 08:32:55 +0100944ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimple, EqualSimpleTest)
945ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1Element, EqualBroadcast1ElementTest)
946ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100947
Keith Davisf500d6c2020-08-31 08:32:55 +0100948ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleUint8, EqualSimpleUint8Test)
949ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
950ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100951
kevmay01eed85922019-01-28 08:37:25 +0000952// Greater
Keith Davisf500d6c2020-08-31 08:32:55 +0100953ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimple, GreaterSimpleTest)
954ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
955ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100956
Keith Davisf500d6c2020-08-31 08:32:55 +0100957ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleUint8, GreaterSimpleUint8Test)
958ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
959ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
kevmay01eed85922019-01-28 08:37:25 +0000960
Teresa Charlincedd34f2020-03-30 11:17:30 +0100961// GreaterOrEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100962ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
963ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
964ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100965
Keith Davisf500d6c2020-08-31 08:32:55 +0100966ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
967ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
968ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100969
970// Less
Keith Davisf500d6c2020-08-31 08:32:55 +0100971ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimple, LessSimpleTest)
972ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1Element, LessBroadcast1ElementTest)
973ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVector, LessBroadcast1dVectorTest)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100974
Keith Davisf500d6c2020-08-31 08:32:55 +0100975ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleUint8, LessSimpleUint8Test)
976ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
977ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100978
979// LessOrEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100980ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimple, LessOrEqualSimpleTest)
981ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
982ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100983
Keith Davisf500d6c2020-08-31 08:32:55 +0100984ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
985ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
986ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100987
988// NotEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100989ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimple, NotEqualSimpleTest)
990ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
991ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100992
Keith Davisf500d6c2020-08-31 08:32:55 +0100993ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
994ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
995ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
Teresa Charlincedd34f2020-03-30 11:17:30 +0100996
telsoa014fcda012018-03-09 14:13:49 +0000997// Reshape
Finn Williamsec36d3e2020-08-28 13:17:05 +0100998ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
999ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>)
1000ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
1001ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
Narumol Prangnawarat0c95f4c2020-11-18 16:52:07 +00001002ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest)
telsoa014fcda012018-03-09 14:13:49 +00001003
Teresa Charlinf9de7712021-10-28 11:31:16 +01001004// Pad - Constant
Finn Williams826a5432020-08-27 16:15:20 +01001005ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest)
1006ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
1007ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat323d, PadFloat323dTest)
1008ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat324d, PadFloat324dTest)
Éanna Ó Catháin12055742019-01-25 10:01:40 +00001009
Finn Williams826a5432020-08-27 16:15:20 +01001010ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82d, PadUint82dTest)
1011ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
1012ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint83d, PadUint83dTest)
1013ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint84d, PadUint84dTest)
Teresa Charlinec8e1982019-07-02 16:24:09 +01001014
Finn Williams826a5432020-08-27 16:15:20 +01001015ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
1016ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
1017ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
1018ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
FinnWilliamsArm8b797a82019-07-09 16:01:41 +01001019
Teresa Charlinf9de7712021-10-28 11:31:16 +01001020// Pad - Symmetric & Reflect
1021ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric2dFloat32, PadSymmetric2dFloat32Test)
1022ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect2dFloat32, PadReflect2dFloat32Test)
1023ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dFloat32, PadSymmetric3dFloat32Test)
1024ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dFloat32, PadReflect3dFloat32Test)
1025ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dUint8, PadSymmetric3dUint8Test)
1026ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dUint8, PadReflect3dUint8Test)
1027ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dInt8, PadSymmetric3dInt8Test)
1028ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dInt8, PadReflect3dInt8Test)
1029ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dFloat32, PadSymmetric4dFloat32Test)
1030ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dFloat32, PadReflect4dFloat32Test)
1031ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dUint8, PadSymmetric4dUint8Test)
1032ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dUint8, PadReflect4dUint8Test)
1033ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dInt8, PadSymmetric4dInt8Test)
1034ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dInt8, PadReflect4dInt8Test)
1035
telsoa014fcda012018-03-09 14:13:49 +00001036// Permute
Finn Williams826a5432020-08-27 16:15:20 +01001037ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
1038ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
1039ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
1040ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
1041ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
1042ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
1043ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
1044ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
1045ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
1046ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
1047ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
1048ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
surmeh01bceff2f2018-03-29 16:29:27 +01001049
Les Bellde9011b2018-10-03 10:37:52 +01001050// Lstm
Finn Williamsc43de6a2020-08-27 11:13:25 +01001051ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
1052 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
1053ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
1054 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
1055ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
1056 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
Colm Donelanade8c1d2021-03-24 14:51:31 +00001057// Moved to NeonLayerTests_NDK_Bug.cpp
1058//ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
1059// LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
Les Bellde9011b2018-10-03 10:37:52 +01001060
James Conroycc340932020-05-12 18:08:52 +01001061// QLstm
Finn Williamsc43de6a2020-08-27 11:13:25 +01001062ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm, QLstmTest)
1063ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm1, QLstmTest1)
1064ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm2, QLstmTest2)
James Conroycc340932020-05-12 18:08:52 +01001065
1066// QuantizedLstm
Finn Williamsc43de6a2020-08-27 11:13:25 +01001067ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizedLstm, QuantizedLstmTest)
Francis Murtagh4fc3c482019-08-02 13:20:54 +01001068
Cathal Corbettfd5bec42022-03-03 15:13:23 +00001069// Unidirectional Sequence Lstm
1070ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32TimeMajorSingleBatch,
1071 UnidirectionalSequenceLstmLayerFloat32TimeMajorSingleBatchTest)
1072ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32BatchMajorSingleBatch,
1073 UnidirectionalSequenceLstmLayerFloat32BatchMajorSingleBatchTest)
1074ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32,
1075 UnidirectionalSequenceLstmLayerFloat32Test)
1076ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32TimeMajor,
1077 UnidirectionalSequenceLstmLayerFloat32TimeMajorTest)
1078ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjection,
1079 UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionTest)
Cathal Corbettd83ffe02022-03-22 15:46:02 +00001080// Moved to NeonLayerTests_NDK_Bug.cpp
1081//ARMNN_AUTO_TEST_CASE_WITH_THF(
1082// UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNorm,
1083// UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNormTest)
Cathal Corbettfd5bec42022-03-03 15:13:23 +00001084ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjection,
1085 UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjectionTest)
1086
Matthew Benthamfd899962018-12-31 15:49:42 +00001087// Mean
Finn Williams826a5432020-08-27 16:15:20 +01001088ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1089ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1090ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1091ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1092ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1093ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1094ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matthew Benthamfd899962018-12-31 15:49:42 +00001095
Finn Williams826a5432020-08-27 16:15:20 +01001096ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
1097ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
1098ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
1099ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
1100ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
1101ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
1102ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001103
Finn Williams826a5432020-08-27 16:15:20 +01001104ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
1105ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
1106ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
1107ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
1108ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
1109ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
1110ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
Matthew Benthamfd899962018-12-31 15:49:42 +00001111
Nattapat Chaimanowong4e6597a2018-12-20 14:14:06 +00001112// Max
Keith Davis33a626f2020-08-27 15:38:12 +01001113ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaximum, MaximumSimpleTest)
1114ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
1115ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
1116ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumUint8, MaximumUint8Test)
1117ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
1118ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Nattapat Chaimanowong4e6597a2018-12-20 14:14:06 +00001119
Conor Kennedy54b21692019-01-09 07:57:38 +00001120// Min
Keith Davis33a626f2020-08-27 15:38:12 +01001121ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum1, MinimumBroadcast1ElementTest1)
1122ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum2, MinimumBroadcast1ElementTest2)
1123ARMNN_AUTO_TEST_CASE_WITH_THF(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Conor Kennedy54b21692019-01-09 07:57:38 +00001124
narpra0155a97bc2018-10-02 14:35:53 +01001125// Normalization
Finn Williams826a5432020-08-27 16:15:20 +01001126ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
1127ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
1128ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
Sadik Armagan483c8112021-06-01 09:24:52 +01001129ARMNN_AUTO_TEST_CASE_WITH_THF(AcrossChannelNormalization, AcrossChannelNormalizationTest)
narpra0155a97bc2018-10-02 14:35:53 +01001130
Sadik Armaganc625f002018-12-17 11:32:16 +00001131// Resize Bilinear - NCHW data layout
Finn Williamsec36d3e2020-08-28 13:17:05 +01001132ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW)
1133ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW)
1134ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW)
1135ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW)
1136ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW)
Sadik Armaganc625f002018-12-17 11:32:16 +00001137
Finn Williamsec36d3e2020-08-28 13:17:05 +01001138ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8,
1139 SimpleResizeBilinearTest<DataType::QAsymmU8>,
1140 DataLayout::NCHW)
1141ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8,
1142 ResizeBilinearNopTest<DataType::QAsymmU8>,
1143 DataLayout::NCHW)
1144ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8,
1145 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
1146 DataLayout::NCHW)
1147ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8,
1148 ResizeBilinearMinTest<DataType::QAsymmU8>,
1149 DataLayout::NCHW)
1150ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8,
1151 ResizeBilinearMagTest<DataType::QAsymmU8>,
1152 DataLayout::NCHW)
Conor Kennedydc1c0822019-02-01 07:23:17 +00001153
Finn Williamsec36d3e2020-08-28 13:17:05 +01001154ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear,
1155 HalfPixelCentersResizeBilinearTest<DataType::Float32>,
1156 DataLayout::NCHW)
1157ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear,
1158 AlignCornersResizeBilinearTest<DataType::Float32>,
1159 DataLayout::NCHW)
1160ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8,
1161 HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
1162 DataLayout::NCHW)
1163ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8,
1164 AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
1165 DataLayout::NCHW)
1166ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8,
1167 HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
1168 DataLayout::NCHW)
1169ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8,
1170 AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
1171 DataLayout::NCHW)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001172
Sadik Armaganc625f002018-12-17 11:32:16 +00001173// Resize Bilinear - NHWC data layout
Finn Williamsec36d3e2020-08-28 13:17:05 +01001174ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc,
1175 ResizeBilinearNopTest<DataType::Float32>,
1176 DataLayout::NHWC)
1177ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc,
1178 SimpleResizeBilinearTest<DataType::Float32>,
1179 DataLayout::NHWC)
1180ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc,
1181 ResizeBilinearSqMinTest<DataType::Float32>,
1182 DataLayout::NHWC)
1183ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc,
1184 ResizeBilinearMinTest<DataType::Float32>,
1185 DataLayout::NHWC)
1186ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagNhwc,
1187 ResizeBilinearMagTest<DataType::Float32>,
1188 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +01001189
Finn Williamsec36d3e2020-08-28 13:17:05 +01001190ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc,
1191 ResizeBilinearNopTest<DataType::QAsymmU8>,
1192 DataLayout::NHWC)
1193ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc,
1194 SimpleResizeBilinearTest<DataType::QAsymmU8>,
1195 DataLayout::NHWC)
1196ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc,
1197 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
1198 DataLayout::NHWC)
1199ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc,
1200 ResizeBilinearMinTest<DataType::QAsymmU8>,
1201 DataLayout::NHWC)
1202ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8Nhwc,
1203 ResizeBilinearMagTest<DataType::QAsymmU8>,
1204 DataLayout::NHWC)
Sadik Armaganc625f002018-12-17 11:32:16 +00001205
Finn Williamsec36d3e2020-08-28 13:17:05 +01001206ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc,
1207 HalfPixelCentersResizeBilinearTest<DataType::Float32>,
1208 DataLayout::NHWC)
1209ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc,
1210 AlignCornersResizeBilinearTest<DataType::Float32>,
1211 DataLayout::NHWC)
1212ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc,
1213 HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
1214 DataLayout::NHWC)
1215ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc,
1216 AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
1217 DataLayout::NHWC)
1218ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc,
1219 HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
1220 DataLayout::NHWC)
1221ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc,
1222 AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
1223 DataLayout::NHWC)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001224
Ellen Norris-Thompson37e68682019-07-15 14:23:30 +01001225// Resize NearestNeighbor - NCHW
Finn Williamsec36d3e2020-08-28 13:17:05 +01001226ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor,
1227 SimpleResizeNearestNeighborTest<DataType::Float32>,
1228 DataLayout::NCHW)
1229ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop,
1230 ResizeNearestNeighborNopTest<DataType::Float32>,
1231 DataLayout::NCHW)
1232ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin,
1233 ResizeNearestNeighborSqMinTest<DataType::Float32>,
1234 DataLayout::NCHW)
1235ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin,
1236 ResizeNearestNeighborMinTest<DataType::Float32>,
1237 DataLayout::NCHW)
1238ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag,
1239 ResizeNearestNeighborMagTest<DataType::Float32>,
1240 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson37e68682019-07-15 14:23:30 +01001241
Finn Williamsec36d3e2020-08-28 13:17:05 +01001242ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8,
1243 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
1244 DataLayout::NCHW)
1245ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8,
1246 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
1247 DataLayout::NCHW)
1248ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8,
1249 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
1250 DataLayout::NCHW)
1251ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8,
1252 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
1253 DataLayout::NCHW)
1254ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8,
1255 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
1256 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson37e68682019-07-15 14:23:30 +01001257
Finn Williamsec36d3e2020-08-28 13:17:05 +01001258ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour,
1259 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1260 DataLayout::NCHW)
1261ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour,
1262 AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1263 DataLayout::NCHW)
1264ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8,
1265 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1266 DataLayout::NCHW)
1267ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8,
1268 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1269 DataLayout::NCHW)
1270ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8,
1271 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1272 DataLayout::NCHW)
1273ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8,
1274 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1275 DataLayout::NCHW)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001276
Ellen Norris-Thompson37e68682019-07-15 14:23:30 +01001277// Resize NearestNeighbor - NHWC
Finn Williamsec36d3e2020-08-28 13:17:05 +01001278ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc,
1279 ResizeNearestNeighborNopTest<DataType::Float32>,
1280 DataLayout::NHWC)
1281ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc,
1282 SimpleResizeNearestNeighborTest<DataType::Float32>,
1283 DataLayout::NHWC)
1284ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc,
1285 ResizeNearestNeighborSqMinTest<DataType::Float32>,
1286 DataLayout::NHWC)
1287ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc,
1288 ResizeNearestNeighborMinTest<DataType::Float32>,
1289 DataLayout::NHWC)
1290ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc,
1291 ResizeNearestNeighborMagTest<DataType::Float32>,
1292 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson37e68682019-07-15 14:23:30 +01001293
Finn Williamsec36d3e2020-08-28 13:17:05 +01001294ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc,
1295 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
1296 DataLayout::NHWC)
1297ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc,
1298 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
1299 DataLayout::NHWC)
1300ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc,
1301 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
1302 DataLayout::NHWC)
1303ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc,
1304 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
1305 DataLayout::NHWC)
1306ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc,
1307 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
1308 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson37e68682019-07-15 14:23:30 +01001309
Finn Williamsec36d3e2020-08-28 13:17:05 +01001310ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNhwc,
1311 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1312 DataLayout::NHWC)
1313ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNhwc,
1314 AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1315 DataLayout::NHWC)
1316ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nhwc,
1317 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1318 DataLayout::NHWC)
1319ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8Nhwc,
1320 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1321 DataLayout::NHWC)
1322ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nhwc,
1323 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1324 DataLayout::NHWC)
1325ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nhwc,
1326 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1327 DataLayout::NHWC)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001328
josh minor036f02d2019-11-15 14:53:22 -06001329// Slice
1330ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1331ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1332ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1333ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1334ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1335ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1336ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1337ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1338ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1339ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1340ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1341ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1342
FinnWilliamsArm1fa19192019-08-02 17:26:31 +01001343// Strided Slice
Sadik Armagan5e719842020-08-28 12:17:33 +01001344ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1345ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
1346ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1347ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1348ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Finn Williams826a5432020-08-27 16:15:20 +01001349ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32,
1350 StridedSliceShrinkAxisMaskCTSFloat32Test)
Sadik Armagan5e719842020-08-28 12:17:33 +01001351ARMNN_AUTO_TEST_CASE_WITH_THF(
1352 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
1353ARMNN_AUTO_TEST_CASE_WITH_THF(
1354 StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1355ARMNN_AUTO_TEST_CASE_WITH_THF(
1356 StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1357ARMNN_AUTO_TEST_CASE_WITH_THF(
1358 StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1359ARMNN_AUTO_TEST_CASE_WITH_THF(
1360 StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1361ARMNN_AUTO_TEST_CASE_WITH_THF(
1362 StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1363ARMNN_AUTO_TEST_CASE_WITH_THF(
1364 StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1365ARMNN_AUTO_TEST_CASE_WITH_THF(
1366 StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1367ARMNN_AUTO_TEST_CASE_WITH_THF(
1368 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
1369ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1370ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1371ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1372ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
FinnWilliamsArm1fa19192019-08-02 17:26:31 +01001373
Sadik Armagan5e719842020-08-28 12:17:33 +01001374ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dUint8, StridedSlice4dUint8Test)
1375ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
1376ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1377ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1378ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
1379ARMNN_AUTO_TEST_CASE_WITH_THF(
1380 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1381ARMNN_AUTO_TEST_CASE_WITH_THF(
1382 StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1383ARMNN_AUTO_TEST_CASE_WITH_THF(
1384 StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1385ARMNN_AUTO_TEST_CASE_WITH_THF(
1386 StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1387ARMNN_AUTO_TEST_CASE_WITH_THF(
1388 StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1389ARMNN_AUTO_TEST_CASE_WITH_THF(
1390 StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1391ARMNN_AUTO_TEST_CASE_WITH_THF(
1392 StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1393ARMNN_AUTO_TEST_CASE_WITH_THF(
1394 StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1395ARMNN_AUTO_TEST_CASE_WITH_THF(
1396 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
1397ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dUint8, StridedSlice3dUint8Test)
1398ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1399ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dUint8, StridedSlice2dUint8Test)
1400ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
FinnWilliamsArm1fa19192019-08-02 17:26:31 +01001401
Sadik Armaganfabc2892019-05-31 09:05:11 +01001402// Quantize
Finn Williamsec36d3e2020-08-28 13:17:05 +01001403ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1404ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampUint8, QuantizeClampUint8Test)
Sadik Armaganfabc2892019-05-31 09:05:11 +01001405
Nikhil Raj9b461482019-07-03 15:58:31 +01001406// PReLU
Finn Williams826a5432020-08-27 16:15:20 +01001407ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest<DataType::Float32>)
1408ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest<DataType::QAsymmU8>)
Nikhil Raj9b461482019-07-03 15:58:31 +01001409
Matthew Jackson87f65ea2019-08-01 10:01:34 +01001410// Stack
Sadik Armagan5e719842020-08-28 12:17:33 +01001411ARMNN_AUTO_TEST_CASE_WITH_THF(Stack0Axis, StackAxis0Float32Test)
1412ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1413ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1414ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1415ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1416ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput5D, StackOutput5DFloat32Test)
Matthew Jackson87f65ea2019-08-01 10:01:34 +01001417
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001418// Transpose
Finn Williamsec36d3e2020-08-28 13:17:05 +01001419ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
1420ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
1421ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
1422ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
1423ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymms8, SimpleTransposeTest<DataType::QAsymmS8>)
1424ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
1425ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
1426ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
1427ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
1428ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
1429ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
1430ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
1431ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
1432ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
1433ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
1434ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001435
Sadik Armagan581742d2019-08-12 14:11:37 +01001436// TransposeConvolution2d
Finn Williamsec36d3e2020-08-28 13:17:05 +01001437ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw,
1438 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1439 true,
1440 DataLayout::NCHW)
1441ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc,
1442 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1443 true,
1444 DataLayout::NHWC)
1445ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw,
1446 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1447 true,
1448 DataLayout::NCHW)
1449ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc,
1450 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1451 true,
1452 DataLayout::NHWC)
Sadik Armagan581742d2019-08-12 14:11:37 +01001453
Finn Williamsec36d3e2020-08-28 13:17:05 +01001454ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1455 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1456 false,
1457 DataLayout::NCHW)
1458ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1459 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1460 true,
1461 DataLayout::NHWC)
1462ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1463 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1464 true,
1465 DataLayout::NCHW)
1466ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1467 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1468 true,
1469 DataLayout::NHWC)
Sadik Armagan581742d2019-08-12 14:11:37 +01001470
Finn Williamsec36d3e2020-08-28 13:17:05 +01001471ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw,
1472 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1473 true,
1474 DataLayout::NCHW)
1475ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc,
1476 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1477 true,
1478 DataLayout::NHWC)
1479ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw,
1480 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1481 true,
1482 DataLayout::NCHW)
1483ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc,
1484 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1485 true,
1486 DataLayout::NHWC)
Sadik Armagan581742d2019-08-12 14:11:37 +01001487
Finn Williamsec36d3e2020-08-28 13:17:05 +01001488ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1489 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1490 false,
1491 DataLayout::NCHW)
1492ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1493 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1494 true,
1495 DataLayout::NHWC)
1496ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
1497 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1498 true,
1499 DataLayout::NCHW)
1500ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
1501 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1502 true,
1503 DataLayout::NHWC)
1504ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1505 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1506 true,
1507 DataLayout::NCHW)
1508ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1509 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1510 true,
1511 DataLayout::NHWC)
Sadik Armagan581742d2019-08-12 14:11:37 +01001512
Finn Williamsec36d3e2020-08-28 13:17:05 +01001513ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw,
1514 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1515 true,
1516 DataLayout::NCHW)
1517ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc,
1518 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1519 true,
1520 DataLayout::NHWC)
1521ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw,
1522 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1523 true,
1524 DataLayout::NCHW)
1525ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc,
1526 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1527 true,
1528 DataLayout::NHWC)
Sadik Armagan581742d2019-08-12 14:11:37 +01001529
Finn Williamsec36d3e2020-08-28 13:17:05 +01001530ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw,
1531 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1532 false,
1533 DataLayout::NCHW)
1534ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1535 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1536 true,
1537 DataLayout::NHWC)
1538ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1539 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1540 true,
1541 DataLayout::NCHW)
1542ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1543 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1544 true,
1545 DataLayout::NHWC)
Sadik Armagan581742d2019-08-12 14:11:37 +01001546
Finn Williamsec36d3e2020-08-28 13:17:05 +01001547ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw,
1548 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1549 DataLayout::NCHW)
1550ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc,
1551 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1552 DataLayout::NHWC)
1553ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw,
1554 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1555 DataLayout::NCHW)
1556ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc,
1557 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1558 DataLayout::NHWC)
Aron Virginas-Tar7599aa42019-08-20 15:30:04 +01001559
Aron Virginas-Tar914e4db2019-09-09 13:36:45 +01001560// Abs
Keith Davis33a626f2020-08-27 15:38:12 +01001561ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest<DataType::Float32>)
1562ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest<DataType::Float32>)
1563ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest<DataType::Float32>)
Aron Virginas-Tar914e4db2019-09-09 13:36:45 +01001564
Keith Davis33a626f2020-08-27 15:38:12 +01001565ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
1566ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
1567ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
Kevin Mayec52c3a2020-04-24 09:42:31 +01001568
Aron Virginas-Tar0dd3b432019-09-10 13:55:09 +01001569// Rsqrt
Keith Davis33a626f2020-08-27 15:38:12 +01001570ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1571ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1572ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1573ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Aron Virginas-Tar0dd3b432019-09-10 13:55:09 +01001574
Teresa Charlin03027232022-05-09 17:27:08 +01001575// Sqrt
1576ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt2d, Sqrt2dTest<DataType::Float32>)
1577ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt3d, Sqrt3dTest<DataType::Float32>)
1578ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtZero, SqrtZeroTest<DataType::Float32>)
1579ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNegative, SqrtNegativeTest<DataType::Float32>)
1580
James Conroyd47a0642019-09-17 14:22:06 +01001581// ArgMinMax
Sadik Armagan43528ac2020-08-27 09:06:40 +01001582ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1583ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1584ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
1585ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
1586ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
1587ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
James Conroyd47a0642019-09-17 14:22:06 +01001588
Sadik Armagan43528ac2020-08-27 09:06:40 +01001589ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
1590ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
1591ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
1592ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
1593ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymmS8, ArgMaxHeightTest<DataType::QAsymmS8>)
1594ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymmS8, ArgMinWidthTest<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001595
Sadik Armagan43528ac2020-08-27 09:06:40 +01001596ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1597ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1598ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1599ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
1600ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>)
1601ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>)
Francis Murtagh52ec3462019-11-19 12:24:19 +00001602
Sadik Armaganac472102020-03-24 09:54:36 +00001603// Neg
Keith Davis33a626f2020-08-27 15:38:12 +01001604ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest<DataType::Float32>)
1605ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest<DataType::Float32>)
1606ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest<DataType::Float32>)
1607ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest<DataType::Float32>)
Sadik Armaganac472102020-03-24 09:54:36 +00001608
Sadik Armagan9fabf432020-05-27 13:40:58 +01001609// Exp
Keith Davis33a626f2020-08-27 15:38:12 +01001610ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest<DataType::Float32>)
Teresa Charlin50de4fa2021-05-31 18:47:33 +01001611ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3d, Exp3dTest<DataType::Float32>)
Keith Davis33a626f2020-08-27 15:38:12 +01001612ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest<DataType::Float32>)
1613ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest<DataType::Float32>)
Sadik Armagan9fabf432020-05-27 13:40:58 +01001614
Teresa Charlin50de4fa2021-05-31 18:47:33 +01001615// Log
1616ARMNN_AUTO_TEST_CASE_WITH_THF(Log2d, Log2dTest<DataType::Float32>)
1617ARMNN_AUTO_TEST_CASE_WITH_THF(Log3d, Log3dTest<DataType::Float32>)
1618ARMNN_AUTO_TEST_CASE_WITH_THF(LogZero, LogZeroTest<DataType::Float32>)
1619ARMNN_AUTO_TEST_CASE_WITH_THF(LogNegative, LogNegativeTest<DataType::Float32>)
1620
1621// Sin
1622ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2d, Sin2dTest<DataType::Float32>)
1623ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3d, Sin3dTest<DataType::Float32>)
1624ARMNN_AUTO_TEST_CASE_WITH_THF(SinZero, SinZeroTest<DataType::Float32>)
1625ARMNN_AUTO_TEST_CASE_WITH_THF(SinNegative, SinNegativeTest<DataType::Float32>)
1626
Sadik Armagana792a052020-06-23 16:22:23 +01001627// Fill
Finn Williams87020072020-08-26 16:19:15 +01001628ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>)
1629ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>)
1630ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>)
Sadik Armagana792a052020-06-23 16:22:23 +01001631
James Conroy177df1e2020-11-13 10:18:51 +00001632// Logical
1633ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNot, LogicalNotTest)
1634ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNotInt, LogicalNotIntTest)
1635
1636ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAnd, LogicalAndTest)
1637ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndInt, LogicalAndIntTest)
1638ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast1, LogicalAndBroadcast1Test)
1639ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast2, LogicalAndBroadcast2Test)
1640ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast3, LogicalAndBroadcast3Test)
1641
1642ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOr, LogicalOrTest)
1643ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrInt, LogicalOrIntTest)
1644ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast1, LogicalOrBroadcast1Test)
1645ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast2, LogicalOrBroadcast2Test)
1646ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast3, LogicalOrBroadcast3Test)
1647
Sadik Armagana2747482021-02-09 10:28:54 +00001648// ReduceSum
Colm Donelanade8c1d2021-03-24 14:51:31 +00001649// Moved to NeonLayerTests_NDK_Bug.cpp
1650//ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumFloat32, ReduceSumSimpleTest<DataType::Float32>)
Sadik Armagana2747482021-02-09 10:28:54 +00001651ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_1, ReduceSumSingleAxisTest1<DataType::Float32>)
1652ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_2, ReduceSumSingleAxisTest2<DataType::Float32>)
Colm Donelanade8c1d2021-03-24 14:51:31 +00001653// Moved to NeonLayerTests_NDK_Bug.cpp
1654//ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_3, ReduceSumSingleAxisTest3<DataType::Float32>)
Sadik Armagana2747482021-02-09 10:28:54 +00001655
Teresa Charlin4e3e8312021-08-05 12:34:37 +01001656// ReduceProd
1657ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_1, ReduceProdSingleAxisTest1<DataType::Float32>)
1658ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_2, ReduceProdSingleAxisTest2<DataType::Float32>)
1659
Sadik Armagana2747482021-02-09 10:28:54 +00001660// ReduceMax
1661ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxFloat32, ReduceMaxSimpleTest<DataType::Float32>)
1662ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxNegativeAxisFloat32, ReduceMaxNegativeAxisTest<DataType::Float32>)
1663ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMax2Float32, ReduceMaxSimpleTest2<DataType::Float32>)
1664
1665// ReduceMin
1666ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinFloat32, ReduceMinSimpleTest<DataType::Float32>)
1667ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinNegativeAxisFloat32, ReduceMinNegativeAxisTest<DataType::Float32>)
1668
Sadik Armagan48f011e2021-04-21 10:50:34 +01001669// Cast
1670ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt32ToFloat, CastInt32ToFloat2dTest)
1671ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt8AsymmToFloat, CastInt8AsymmToFloat2dTest)
1672ARMNN_AUTO_TEST_CASE_WITH_THF(CastUIntToFloat, CastUInt8ToFloat2dTest)
1673ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToIn8, CastFloat32ToInt82dTest)
1674ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToUInt8, CastFloat32ToUInt82dTest)
1675
Teresa Charline89dd692021-09-01 16:30:34 +01001676// ChannelShuffle
1677ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DFloat32, ChannelShuffle4DTest<DataType::Float32>)
1678ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmU8, ChannelShuffle4DTest<DataType::QAsymmU8>)
Teresa Charlineb852bb2021-09-30 12:44:33 +01001679ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmS8, ChannelShuffle4DTest<DataType::QAsymmS8>)
Sadik Armagan48f011e2021-04-21 10:50:34 +01001680
Matthew Benthamcfbb2712023-04-27 10:40:32 +00001681// Convert from Float16 to Float32
1682ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
1683// Convert from Float32 to Float16
1684ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
1685
Matteo Martincighdb16dd32019-08-27 16:41:11 +01001686#if defined(ARMNNREF_ENABLED)
Matteo Martincighe67edb22019-08-14 14:05:46 +01001687
1688// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
1689// if the reference backend is not built
1690
telsoa014fcda012018-03-09 14:13:49 +00001691// ============================================================================
1692// COMPARE tests
1693
Keith Davisf500d6c2020-08-31 08:32:55 +01001694ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareConv2dWithReference, CompareConvolution2dTest)
telsoa014fcda012018-03-09 14:13:49 +00001695
Keith Davisf500d6c2020-08-31 08:32:55 +01001696ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +00001697 CompareDepthwiseConvolution2dFloatTest,
Sadik Armagan581742d2019-08-12 14:11:37 +01001698 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +01001699ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +00001700 CompareDepthwiseConvolution2dUint8Test,
Sadik Armagan581742d2019-08-12 14:11:37 +01001701 DataLayout::NCHW)
jimfly017af00da2018-10-31 14:43:53 +00001702
Keith Davisf500d6c2020-08-31 08:32:55 +01001703ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +00001704 CompareDepthwiseConvolution2dFloatTest,
Sadik Armagan581742d2019-08-12 14:11:37 +01001705 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +01001706ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +00001707 CompareDepthwiseConvolution2dUint8Test,
Sadik Armagan581742d2019-08-12 14:11:37 +01001708 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +00001709
Finn Williams826a5432020-08-27 16:15:20 +01001710ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationWithinWithReference, CompareNormalizationTest,
1711 NormalizationAlgorithmChannel::Within,
1712 NormalizationAlgorithmMethod::LocalBrightness)
1713ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
1714 NormalizationAlgorithmChannel::Across,
1715 NormalizationAlgorithmMethod::LocalBrightness)
telsoa014fcda012018-03-09 14:13:49 +00001716
Finn Williams826a5432020-08-27 16:15:20 +01001717ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max)
1718ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1719 PoolingAlgorithm::Max)
1720ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReference, ComparePooling2dTest,
1721 PoolingAlgorithm::Average)
1722ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1723 PoolingAlgorithm::Average)
1724ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2)
1725ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test,
1726 PoolingAlgorithm::L2)
telsoa014fcda012018-03-09 14:13:49 +00001727
Ryan OShea19e79422022-05-04 00:38:03 +01001728ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling3dWithRef, ComparePooling3dTest, PoolingAlgorithm::Max,
1729 DataLayout::NDHWC)
1730ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling3dWithRef, ComparePooling3dTest,
1731 PoolingAlgorithm::Average, DataLayout::NDHWC)
1732ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling3dWithRef, ComparePooling3dTest, PoolingAlgorithm::L2,
1733 DataLayout::NDHWC)
1734
Colm Donelanade8c1d2021-03-24 14:51:31 +00001735// Moved to NeonLayerTests_NDK_Bug.cpp
1736//ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
1737//ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
telsoa014fcda012018-03-09 14:13:49 +00001738
Sadik Armagan56785c72020-08-27 12:57:20 +01001739ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f)
1740ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f)
telsoa014fcda012018-03-09 14:13:49 +00001741
Keith Davis33a626f2020-08-27 15:38:12 +01001742ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAddition, CompareAdditionTest)
telsoa014fcda012018-03-09 14:13:49 +00001743
Keith Davis33a626f2020-08-27 15:38:12 +01001744ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMultiplicationWithReference, CompareMultiplicationTest)
telsoa014fcda012018-03-09 14:13:49 +00001745
Keith Davis33a626f2020-08-27 15:38:12 +01001746ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareBatchNorm, CompareBatchNormTest)
telsoa014fcda012018-03-09 14:13:49 +00001747
Keith Davis33a626f2020-08-27 15:38:12 +01001748ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
1749ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
telsoa014fcda012018-03-09 14:13:49 +00001750
1751// ============================================================================
1752// FIXTURE tests
1753
Keith Davis33a626f2020-08-27 15:38:12 +01001754ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSigmoidActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001755 CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001756
Keith Davis33a626f2020-08-27 15:38:12 +01001757ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareTanhActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001758 CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001759
Keith Davis33a626f2020-08-27 15:38:12 +01001760ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLinearActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001761 CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001762
Keith Davis33a626f2020-08-27 15:38:12 +01001763ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareReLuActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001764 CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001765
Keith Davis33a626f2020-08-27 15:38:12 +01001766ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001767 CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
Keith Davis33a626f2020-08-27 15:38:12 +01001768ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001769 CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa014fcda012018-03-09 14:13:49 +00001770
Keith Davis33a626f2020-08-27 15:38:12 +01001771ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSoftReLuActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001772 CompareActivationTest, ActivationFunction::SoftReLu, 1u)
telsoa014fcda012018-03-09 14:13:49 +00001773
Keith Davis33a626f2020-08-27 15:38:12 +01001774ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLeakyReLuActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001775 CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001776
Keith Davis33a626f2020-08-27 15:38:12 +01001777ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareAbsActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001778 CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001779
Keith Davis33a626f2020-08-27 15:38:12 +01001780ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSqrtActivationWithReference, PositiveActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001781 CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001782
Keith Davis33a626f2020-08-27 15:38:12 +01001783ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSquareActivationWithReference, ActivationFixture,
Sadik Armagan581742d2019-08-12 14:11:37 +01001784 CompareActivationTest, ActivationFunction::Square, 5u)
Matteo Martincighe67edb22019-08-14 14:05:46 +01001785
Keith Davis33a626f2020-08-27 15:38:12 +01001786ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareEluActivationWithReference, ActivationFixture,
Teresa Charline32c8442020-03-05 14:41:50 +00001787 CompareActivationTest, ActivationFunction::Elu, 5u)
1788
Matteo Martincighe67edb22019-08-14 14:05:46 +01001789#endif
1790
Sadik Armagan1625efc2021-06-10 18:24:34 +01001791}