blob: f5d388d007e45fac086c23f11fcaf6e9364cc33c [file] [log] [blame]
Laurent Carlier749294b2020-06-01 09:03:17 +01001//
Finn Williams2605b232020-06-10 15:53:46 +01002// Copyright © 2017 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 "RefWorkloadFactoryHelper.hpp"
7
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01008#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +00009
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000010#include <reference/RefWorkloadFactory.hpp>
Aron Virginas-Tar93820382019-06-27 16:59:36 +010011
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +010012#include <test/UnitTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000013
Sadik Armagan1625efc2021-06-10 18:24:34 +010014TEST_SUITE("Compute_Reference")
15{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010016
17using namespace armnn;
18
19using FactoryType = RefWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +000020
21// ============================================================================
22// UNIT tests
23
24// Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +010025ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
26ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NCHW)
27ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
28ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NHWC)
29ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5QSymm16, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NCHW)
30ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5QSymm16Nhwc,
31 SimpleConvolution2d3x5QSymm16Test,
32 true,
33 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000034
Keith Davisf500d6c2020-08-31 08:32:55 +010035ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
36ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NCHW)
37ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
38ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000039
Keith Davisf500d6c2020-08-31 08:32:55 +010040ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true)
41ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1dUint8, Convolution1dUint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +000042
Keith Davisf500d6c2020-08-31 08:32:55 +010043ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, DataLayout::NCHW)
44ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
45ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3QSymm16, SimpleConvolution2d3x3QSymm16Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +000046
Keith Davisf500d6c2020-08-31 08:32:55 +010047ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, DataLayout::NHWC)
48ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
49ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3QSymm16Nhwc, SimpleConvolution2d3x3QSymm16Test, true,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010050 DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010051
Keith Davisf500d6c2020-08-31 08:32:55 +010052ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
53ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000054
Keith Davisf500d6c2020-08-31 08:32:55 +010055ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareStride2x2Nhwc,
Mike Kelly7332ed82018-12-20 17:03:06 +000056 SimpleConvolution2d3x3Stride2x2Test,
57 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010058 DataLayout::NHWC)
Mike Kelly7332ed82018-12-20 17:03:06 +000059
Keith Davisf500d6c2020-08-31 08:32:55 +010060ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize,
narpra015f703182018-10-26 16:24:58 +010061 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010062 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +010063ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding,
64 Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010065
Keith Davisf500d6c2020-08-31 08:32:55 +010066ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc,
narpra015f703182018-10-26 16:24:58 +010067 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010068 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +010069ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc,
narpra015f703182018-10-26 16:24:58 +010070 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010071 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000072
Keith Davisf500d6c2020-08-31 08:32:55 +010073ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
Nikhil Raje4dfd6e2018-10-18 10:11:04 +010074
Keith Davisf500d6c2020-08-31 08:32:55 +010075ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +000076 Convolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
77 false,
78 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +010079ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +000080 Convolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
81 false,
82 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +010083ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010084 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010085 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010086 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +010087ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010088 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010089 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010090 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +010091ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +010092 Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
93 false,
94 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +010095ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +010096 Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
97 false,
98 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +010099ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000100 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100101 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100102 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100103ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000104 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100105 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100106 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100107ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000108 Convolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100109 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100110 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100111ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000112 Convolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100113 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100114 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100115
Keith Davisf500d6c2020-08-31 08:32:55 +0100116ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000117 Convolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
118 false,
119 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100120ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000121 Convolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
122 false,
123 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100124ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100125 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100126 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100127 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100128ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100129 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100130 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100131 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100132ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100133 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
134 false,
135 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100136ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100137 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
138 false,
139 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100140ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000141 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100142 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100143 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100144ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000145 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100146 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100147 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100148ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000149 Convolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100150 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100151 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100152ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000153 Convolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100154 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100155 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100156
Keith Davisf500d6c2020-08-31 08:32:55 +0100157ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000158 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::BFloat16, DataType::BFloat16>,
159 false,
160 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100161
162ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000163 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::BFloat16, DataType::BFloat16>,
164 false,
165 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100166ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100167 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100168 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100169 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100170ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100171 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100172 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100173 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100174ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100175 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmS8, DataType::Signed32>,
176 false,
177 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100178ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100179 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmS8, DataType::Signed32>,
180 false,
181 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100182ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000183 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100184 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100185 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100186ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000187 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100188 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100189 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100190ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000191 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100192 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100193 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100194ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000195 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100196 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100197 DataLayout::NHWC)
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100198
Keith Davisf500d6c2020-08-31 08:32:55 +0100199ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
200ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100201
Keith Davisf500d6c2020-08-31 08:32:55 +0100202ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Stride2x2Bf16,
203 Convolution2d3x3Stride2x2BFloat16Test,
204 false,
205 DataLayout::NHWC);
206ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Stride2x2BFloat16SmallValue,
Narumol Prangnawarate8cddeb2020-04-01 16:51:23 +0100207 Convolution2d3x3Stride2x2BFloat16SmallValueTest,
208 false,
209 DataLayout::NHWC);
210
Matthew Sloyanb63a3112021-09-08 13:05:51 +0100211// Convolution 3d
212ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Float32, SimpleConvolution3d3x3x3Float32Test, false)
213ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Int8, SimpleConvolution3d3x3x3Int8Test, false)
214ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Uint8, SimpleConvolution3d3x3x3Uint8Test, false)
215ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Int16, SimpleConvolution3d3x3x3Int16Test, false)
216
217ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5Float32, Convolution3d2x2x2Strides3x5x5Float32Test, false)
218ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestInt8, Convolution3d2x2x2Strides3x5x5Int8Test, true)
219ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestUint8, Convolution3d2x2x2Strides3x5x5Uint8Test, false)
220ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestInt16, Convolution3d2x2x2Strides3x5x5Int16Test, true)
221
222ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3Float32, Convolution3dPaddingSame3x3x3Float32Test, false)
223ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestInt8, Convolution3dPaddingSame3x3x3Int8Test, false)
224ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestUint8, Convolution3dPaddingSame3x3x3Uint8Test, false)
225ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestInt16, Convolution3dPaddingSame3x3x3Int16Test, false)
226
227ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Dilation2x2x2Float32, Convolution3d2x2x2Dilation2x2x2Float32Test, true)
228ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Dilation2x2x2TestInt8, Convolution3d2x2x2Dilation2x2x2Int8Test, true)
229ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Dilation2x2x2TestUint8, Convolution3d2x2x2Dilation2x2x2Uint8Test, true)
230ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Dilation2x2x2TestInt16, Convolution3d2x2x2Dilation2x2x2Int16Test, true)
231
232ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dStrideDilationPadding3x3x3Float32,
233 Convolution3dStrideDilationPadding3x3x3Float32Test,
234 true)
235
236ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Stride3x3x3SmallTestFloat32,
237 Convolution3d2x2x2Stride3x3x3SmallFloat32Test,
238 false)
239
240ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x3x3TestFloat16, Convolution3d2x3x3Float16Test, true)
241ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2SmallTestFloat16, Convolution3d2x2x2SmallFloat16Test, false)
242
243
telsoa014fcda012018-03-09 14:13:49 +0000244// Depthwise Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +0100245ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
246ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000247
Keith Davisf500d6c2020-08-31 08:32:55 +0100248ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
249ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dUint8,
jimfly01d84216a2018-10-26 12:56:21 +0100250 DepthwiseConvolution2dUint8Test,
251 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100252 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100253ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100254
Keith Davisf500d6c2020-08-31 08:32:55 +0100255ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
256ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100257
Keith Davisf500d6c2020-08-31 08:32:55 +0100258ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
259ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dUint8Nhwc,
jimfly01d84216a2018-10-26 12:56:21 +0100260 DepthwiseConvolution2dUint8Test,
261 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100262 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100263ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
264ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100265 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000266
Keith Davisf500d6c2020-08-31 08:32:55 +0100267ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100268 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100269 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100270 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100271ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100272 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100273 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100274 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100275ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000276 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
277 false,
278 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100279ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000280 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
281 false,
282 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100283ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100284 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
285 false,
286 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100287ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100288 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
289 false,
290 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100291ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000292 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100293 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100294 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100295ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000296 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100297 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100298 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100299ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000300 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100301 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100302 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100303ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000304 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100305 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100306 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100307
Keith Davisf500d6c2020-08-31 08:32:55 +0100308ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100309 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100310 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100311 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100312ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100313 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100314 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100315 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100316ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000317 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
318 false,
319 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100320ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000321 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
322 false,
323 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100324ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100325 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
326 false,
327 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100328ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100329 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
330 false,
331 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100332ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000333 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100334 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100335 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100336ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000337 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100338 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100339 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100340ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000341 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100342 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100343 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100344ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000345 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100346 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100347 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100348ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult4,
Kevin May665a964a2019-08-21 16:53:50 +0100349 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
350 false,
351 armnn::DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100352ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2,
Kevin May665a964a2019-08-21 16:53:50 +0100353 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
354 false,
355 armnn::DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100356ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult4BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000357 DepthwiseConvolution2dMult4Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
358 false,
359 armnn::DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100360ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000361 DepthwiseConvolution2dMult2Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
362 false,
363 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000364
Keith Davisf500d6c2020-08-31 08:32:55 +0100365ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100366 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100367ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100368 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100369ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100370 DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100371
Keith Davisf500d6c2020-08-31 08:32:55 +0100372ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100373 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100374ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100375 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100376
Keith Davisf500d6c2020-08-31 08:32:55 +0100377ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100378 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100379ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100380 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100381
Keith Davisf500d6c2020-08-31 08:32:55 +0100382ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100383 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100384ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100385 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000386
Keith Davisf500d6c2020-08-31 08:32:55 +0100387ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100388 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100389ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100390 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100391ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100392 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100393ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100394 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100395
Keith Davisf500d6c2020-08-31 08:32:55 +0100396ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
Matthew Jacksond6a9dee2019-07-22 13:53:24 +0100397
Keith Davisf500d6c2020-08-31 08:32:55 +0100398ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
Teresa Charlind8df0262019-11-11 12:28:15 +0000399 DataLayout::NCHW);
Keith Davisf500d6c2020-08-31 08:32:55 +0100400ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
Teresa Charlind8df0262019-11-11 12:28:15 +0000401 DataLayout::NHWC);
402
telsoa014fcda012018-03-09 14:13:49 +0000403// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100404//MaxPooling
Finn Williams826a5432020-08-27 16:15:20 +0100405ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
406ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize2x2Stride2x2Uint8,
407 SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
408ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize2x2Stride2x2Int16,
409 SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000410
Finn Williams826a5432020-08-27 16:15:20 +0100411ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
412ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8,
413 SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
414ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Int16,
415 SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000416
Finn Williams826a5432020-08-27 16:15:20 +0100417ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
418ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
419ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
420ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
421ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
422ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000423
Finn Williams826a5432020-08-27 16:15:20 +0100424ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
425ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
426ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
427ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
428ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
429ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100430
431//AveragePooling
Finn Williams826a5432020-08-27 16:15:20 +0100432ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
433ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
434ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
435ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
436ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
437ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100438
Finn Williams826a5432020-08-27 16:15:20 +0100439ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
440ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
441ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
442ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPadding,
443 IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
444ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
445 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
446ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
447 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
448ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
449ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
450ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000451
Finn Williams826a5432020-08-27 16:15:20 +0100452ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
453 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
454ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
455 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000456
Finn Williams826a5432020-08-27 16:15:20 +0100457ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
458ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
459ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100460
461//L2Pooling
Finn Williams826a5432020-08-27 16:15:20 +0100462ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
463ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
464ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100465
Finn Williams826a5432020-08-27 16:15:20 +0100466ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
467ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
468ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000469
Finn Williams826a5432020-08-27 16:15:20 +0100470ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
471ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
472ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
473ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
474ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
475ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000476
Finn Williams826a5432020-08-27 16:15:20 +0100477ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7, L2Pooling2dSize7Test)
478ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
479ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000480
Teresa Charlin0434df62019-06-06 13:40:35 +0100481//NonSquarePooling
Finn Williams826a5432020-08-27 16:15:20 +0100482ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
483ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
484ARMNN_AUTO_TEST_CASE_WITH_THF(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100485
telsoa014fcda012018-03-09 14:13:49 +0000486
Teresa Charlin18515e22019-04-24 10:17:46 +0100487// Linear Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100488ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantLinearActivation, ConstantLinearActivationTest)
489ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
490ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000491
Kevin May09ca49c2019-10-09 12:37:34 +0100492// InstanceNormalization
Finn Williamsc43de6a2020-08-27 11:13:25 +0100493ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
494ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
Kevin May09ca49c2019-10-09 12:37:34 +0100495
Finn Williamsc43de6a2020-08-27 11:13:25 +0100496ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
497ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
Kevin May09ca49c2019-10-09 12:37:34 +0100498
Finn Williamsc43de6a2020-08-27 11:13:25 +0100499ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
500ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
Kevin May09ca49c2019-10-09 12:37:34 +0100501
Finn Williamsc43de6a2020-08-27 11:13:25 +0100502ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
503ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
Kevin May09ca49c2019-10-09 12:37:34 +0100504
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100505// Normalization
Finn Williams826a5432020-08-27 16:15:20 +0100506ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
507ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
508ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
Sadik Armagan483c8112021-06-01 09:24:52 +0100509ARMNN_AUTO_TEST_CASE_WITH_THF(AcrossChannelNormalization, AcrossChannelNormalizationTest)
telsoa014fcda012018-03-09 14:13:49 +0000510
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000511// Softmax
Sadik Armagan56785c72020-08-27 12:57:20 +0100512ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
513ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
514ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
515ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
telsoa014fcda012018-03-09 14:13:49 +0000516
Sadik Armagan56785c72020-08-27 12:57:20 +0100517ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
518ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000519
Sadik Armagan56785c72020-08-27 12:57:20 +0100520ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
521ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000522
Sadik Armagan56785c72020-08-27 12:57:20 +0100523ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxFloat16, SimpleSoftmaxFloat16Test, 1.0f)
524ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dSoftmaxFloat16, Simple3dSoftmaxFloat16Test, 1.0f)
525ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dSoftmaxFloat16, Simple4dSoftmaxFloat16Test, 1.0f)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100526
Sadik Armagan56785c72020-08-27 12:57:20 +0100527ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
528ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
529ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
nikraj01248683f2019-05-29 16:46:50 +0100530
Sadik Armagan56785c72020-08-27 12:57:20 +0100531ARMNN_AUTO_TEST_CASE_WITH_THF(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
532ARMNN_AUTO_TEST_CASE_WITH_THF(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
Francis Murtagh07f21212019-07-23 09:50:50 +0100533
Sadik Armagan56785c72020-08-27 12:57:20 +0100534ARMNN_AUTO_TEST_CASE_WITH_THF(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
535ARMNN_AUTO_TEST_CASE_WITH_THF(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
Francis Murtagh07f21212019-07-23 09:50:50 +0100536
Sadik Armagan56785c72020-08-27 12:57:20 +0100537ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
538ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
539ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
Francis Murtagh07f21212019-07-23 09:50:50 +0100540
Sadik Armagan56785c72020-08-27 12:57:20 +0100541ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
542ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
543ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
Francis Murtagh07f21212019-07-23 09:50:50 +0100544
Sadik Armagan56785c72020-08-27 12:57:20 +0100545ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
546ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
547ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
548ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
Francis Murtagh07f21212019-07-23 09:50:50 +0100549
Sadik Armagan56785c72020-08-27 12:57:20 +0100550ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
551ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
552ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
553ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
Francis Murtagh07f21212019-07-23 09:50:50 +0100554
Teresa Charlin18515e22019-04-24 10:17:46 +0100555// Sigmoid Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100556ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoid, SimpleSigmoidTest)
557ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
558ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000559
Teresa Charlin18515e22019-04-24 10:17:46 +0100560// BoundedReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100561ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1, BoundedReLuUpperAndLowerBoundTest)
562ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6, BoundedReLuUpperBoundOnlyTest)
563ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
564ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
565ARMNN_AUTO_TEST_CASE_WITH_THF(BoundedReLuInt16, BoundedReLuInt16Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100566
567// ReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100568ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu, ReLuTest)
569ARMNN_AUTO_TEST_CASE_WITH_THF(ReLuUint8, ReLuUint8Test)
570ARMNN_AUTO_TEST_CASE_WITH_THF(ReLuInt16, ReLuInt16Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100571
572// SoftReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100573ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLu, SoftReLuTest)
574ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLuUint8, SoftReLuUint8Test)
575ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLuInt16, SoftReLuInt16Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100576
konsof017f6db402019-06-07 15:15:58 +0100577
Teresa Charlin18515e22019-04-24 10:17:46 +0100578// LeakyReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100579ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLu, LeakyReLuTest)
580ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLuUint8, LeakyReLuUint8Test)
581ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLuInt16, LeakyReLuInt16Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100582
583// Abs Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100584ARMNN_AUTO_TEST_CASE_WITH_THF(Abs, AbsTest)
585ARMNN_AUTO_TEST_CASE_WITH_THF(AbsUint8, AbsUint8Test)
586ARMNN_AUTO_TEST_CASE_WITH_THF(AbsInt16, AbsInt16Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100587
588// Sqrt Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100589ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt, SqrtTest)
590ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNN, SqrtNNTest)
591ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtUint8, SqrtUint8Test)
592ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtInt16, SqrtInt16Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100593
594// Square Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100595ARMNN_AUTO_TEST_CASE_WITH_THF(Square, SquareTest)
596ARMNN_AUTO_TEST_CASE_WITH_THF(SquareUint8, SquareUint8Test)
597ARMNN_AUTO_TEST_CASE_WITH_THF(SquareInt16, SquareInt16Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100598
599// Tanh Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100600ARMNN_AUTO_TEST_CASE_WITH_THF(Tanh, TanhTest)
601ARMNN_AUTO_TEST_CASE_WITH_THF(TanhUint8, TanhUint8Test)
602ARMNN_AUTO_TEST_CASE_WITH_THF(TanhInt16, TanhInt16Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100603
David Monahan3b3c3812020-02-25 09:03:29 +0000604// Elu Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100605ARMNN_AUTO_TEST_CASE_WITH_THF(Elu, EluTest)
606ARMNN_AUTO_TEST_CASE_WITH_THF(EluUint8, EluUint8Test)
607ARMNN_AUTO_TEST_CASE_WITH_THF(EluInt16, EluInt16Test)
Colm Donelan03fbeaf2020-02-26 15:39:23 +0000608// HardSwish Activation
Keith Davis33a626f2020-08-27 15:38:12 +0100609ARMNN_AUTO_TEST_CASE_WITH_THF(HardSwish, HardSwishTest)
610ARMNN_AUTO_TEST_CASE_WITH_THF(HardSwishUint8, HardSwishUint8Test)
611ARMNN_AUTO_TEST_CASE_WITH_THF(HardSwishInt16, HardSwishInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000612
Francis Murtagh46c09d02019-05-28 08:15:28 +0100613// Fully Connected
Finn Williams7faf9a82020-08-27 10:37:36 +0100614ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Sadik Armaganf0a6dec2021-03-25 07:46:55 +0000615ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false, true)
616ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedQSymm16, FullyConnectedTest<DataType::QSymmS16>, false, true)
Finn Williams7faf9a82020-08-27 10:37:36 +0100617ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Sadik Armaganf0a6dec2021-03-25 07:46:55 +0000618ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true, true)
619ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QSymmS16>, true, true)
Finn Williams7faf9a82020-08-27 10:37:36 +0100620ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
telsoa014fcda012018-03-09 14:13:49 +0000621
Finn Williams7faf9a82020-08-27 10:37:36 +0100622ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false)
623ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
telsoa014fcda012018-03-09 14:13:49 +0000624
Sadik Armaganf0a6dec2021-03-25 07:46:55 +0000625
626ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedWeightsAsInputsUint8,
627 FullyConnectedTest<DataType::QAsymmU8>,
628 false,
629 false)
630
telsoa014fcda012018-03-09 14:13:49 +0000631// Splitter
Sadik Armagan5e719842020-08-28 12:17:33 +0100632ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat32, SplitterFloat32Test)
633ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat16, SplitterFloat16Test)
634ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterUint8, SplitterUint8Test)
635ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000636
Sadik Armagan5e719842020-08-28 12:17:33 +0100637ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
638ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat16, CopyViaSplitterFloat16Test)
639ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
640ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000641
Jim Flynn4ed6c832019-05-20 11:02:46 +0100642// Concat
Keith Davisf500d6c2020-08-31 08:32:55 +0100643ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConcat, ConcatTest)
644ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatBFloat16, ConcatBFloat16Test)
645ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatFloat16, ConcatFloat16Test)
646ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8, ConcatUint8Test)
647ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
648ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint16, ConcatUint16Test)
649ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam,
Finn Williamsec36d3e2020-08-28 13:17:05 +0100650 ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, true)
Keith Davisf500d6c2020-08-31 08:32:55 +0100651ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatInt16DifferentInputOutputQParam,
Finn Williamsec36d3e2020-08-28 13:17:05 +0100652 ConcatDifferentInputOutputQParamTest<DataType::QSymmS16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000653
654// Add
Keith Davis33a626f2020-08-27 15:38:12 +0100655ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAdd, AdditionTest)
656ARMNN_AUTO_TEST_CASE_WITH_THF(Add5d, Addition5dTest)
657ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1Element, AdditionBroadcast1ElementTest)
658ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast, AdditionBroadcastTest)
telsoa014fcda012018-03-09 14:13:49 +0000659
Keith Davis33a626f2020-08-27 15:38:12 +0100660ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionUint8, AdditionUint8Test)
661ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcastUint8, AdditionBroadcastUint8Test)
662ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000663
Keith Davis33a626f2020-08-27 15:38:12 +0100664ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionInt16, AdditionInt16Test)
665ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcastInt16, AdditionBroadcastInt16Test)
666ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100667
Keith Davis33a626f2020-08-27 15:38:12 +0100668ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionInt32, AdditionInt32Test)
669ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcastInt32, AdditionBroadcastInt32Test)
670ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1ElementInt32, AdditionBroadcast1ElementInt32Test)
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100671
David Beckf195f032018-09-06 16:46:34 +0100672// Sub
Keith Davis33a626f2020-08-27 15:38:12 +0100673ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSub, SubtractionTest)
674ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
675ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast, SubtractionBroadcastTest)
David Beckf195f032018-09-06 16:46:34 +0100676
Keith Davis33a626f2020-08-27 15:38:12 +0100677ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSubFloat16, SubtractionTest)
678ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementFloat16, SubtractionBroadcast1ElementTest)
679ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastFloat16, SubtractionBroadcastTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100680
Keith Davis33a626f2020-08-27 15:38:12 +0100681ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionUint8, SubtractionUint8Test)
682ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastUint8, SubtractionBroadcastUint8Test)
683ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100684
Keith Davis33a626f2020-08-27 15:38:12 +0100685ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionInt16, SubtractionInt16Test)
686ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastInt16, SubtractionBroadcastInt16Test)
687ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100688
Keith Davis33a626f2020-08-27 15:38:12 +0100689ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionInt32, SubtractionInt32Test)
690ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastInt32, SubtractionBroadcastInt32Test)
691ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementInt32, SubtractionBroadcast1ElementInt32Test)
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100692
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100693// Div
Keith Davis33a626f2020-08-27 15:38:12 +0100694ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDivision, DivisionTest)
695ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionByZero, DivisionByZeroTest)
696ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
697ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100698
Keith Davis33a626f2020-08-27 15:38:12 +0100699ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionFloat16, DivisionFloat16Test)
700ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionFloat16Broadcast1Element, DivisionBroadcast1ElementFloat16Test)
701ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionFloat16Broadcast1DVector, DivisionBroadcast1DVectorFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100702
David Beck5cd01f32018-09-12 16:00:08 +0100703// NOTE: division by zero for quantized div needs more attention
704// see IVGCVSW-1849
Keith Davis33a626f2020-08-27 15:38:12 +0100705ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionUint8, DivisionUint8Test)
706ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
707ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100708
Keith Davis33a626f2020-08-27 15:38:12 +0100709ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionInt16, DivisionInt16Test)
710ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
711ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100712
Keith Davis33a626f2020-08-27 15:38:12 +0100713ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionInt32, DivisionInt32Test)
714ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionInt32Broadcast1Element, DivisionBroadcast1ElementInt32Test)
715ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionInt32Broadcast1DVector, DivisionBroadcast1DVectorInt32Test)
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100716
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000717// Equal
Keith Davisf500d6c2020-08-31 08:32:55 +0100718ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimple, EqualSimpleTest)
719ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1Element, EqualBroadcast1ElementTest)
720ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100721
Keith Davisf500d6c2020-08-31 08:32:55 +0100722ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleFloat16, EqualSimpleFloat16Test)
723ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
724ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100725
Keith Davisf500d6c2020-08-31 08:32:55 +0100726ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleUint8, EqualSimpleUint8Test)
727ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
728ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000729
FrancisMurtagh878f0232018-12-19 10:56:15 +0000730// Greater
Keith Davisf500d6c2020-08-31 08:32:55 +0100731ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimple, GreaterSimpleTest)
732ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
733ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100734
Keith Davisf500d6c2020-08-31 08:32:55 +0100735ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleFloat16, GreaterSimpleFloat16Test)
736ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
737ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100738
Keith Davisf500d6c2020-08-31 08:32:55 +0100739ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleUint8, GreaterSimpleUint8Test)
740ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
741ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100742
743// GreaterOrEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100744ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
745ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
746ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100747
Keith Davisf500d6c2020-08-31 08:32:55 +0100748ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test)
749ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test)
750ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100751
Keith Davisf500d6c2020-08-31 08:32:55 +0100752ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
753ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
754ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100755
756// Less
Keith Davisf500d6c2020-08-31 08:32:55 +0100757ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimple, LessSimpleTest)
758ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1Element, LessBroadcast1ElementTest)
759ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVector, LessBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100760
Keith Davisf500d6c2020-08-31 08:32:55 +0100761ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleFloat16, LessSimpleFloat16Test)
762ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test)
763ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100764
Keith Davisf500d6c2020-08-31 08:32:55 +0100765ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleUint8, LessSimpleUint8Test)
766ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
767ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100768
Teresa Charlin2b030d92020-03-27 16:40:56 +0000769// LessOrEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100770ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimple, LessOrEqualSimpleTest)
771ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
772ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100773
Keith Davisf500d6c2020-08-31 08:32:55 +0100774ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test)
775ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test)
776ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100777
Keith Davisf500d6c2020-08-31 08:32:55 +0100778ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
779ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
780ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100781
782// NotEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100783ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimple, NotEqualSimpleTest)
784ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
785ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100786
Keith Davisf500d6c2020-08-31 08:32:55 +0100787ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test)
788ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test)
789ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100790
Keith Davisf500d6c2020-08-31 08:32:55 +0100791ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
792ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
793ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000794
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000795// Max
Keith Davis33a626f2020-08-27 15:38:12 +0100796ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaximum, MaximumSimpleTest)
797ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
798ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
799ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumFloat16, MaximumFloat16Test)
800ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementFloat16, MaximumBroadcast1ElementFloat16Test)
801ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorFloat16, MaximumBroadcast1DVectorFloat16Test)
802ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumUint8, MaximumUint8Test)
803ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
804ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
805ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumInt16, MaximumInt16Test)
806ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
807ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
808ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumInt32, MaximumInt32Test)
809ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementInt32, MaximumBroadcast1ElementInt32Test)
810ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorInt32, MaximumBroadcast1DVectorInt32Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000811
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000812// Min
Keith Davis33a626f2020-08-27 15:38:12 +0100813ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum1, MinimumBroadcast1ElementTest1)
814ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum2, MinimumBroadcast1ElementTest2)
815ARMNN_AUTO_TEST_CASE_WITH_THF(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
816ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumFloat16, MinimumFloat16Test)
817ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1ElementFloat16, MinimumBroadcast1ElementFloat16Test)
818ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1DVectorFloat16, MinimumBroadcast1DVectorFloat16Test)
819ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumInt16, MinimumInt16Test)
820ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
821ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
822ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumInt32, MinimumInt32Test)
823ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1ElementInt32, MinimumBroadcast1ElementInt32Test)
824ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1DVectorInt32, MinimumBroadcast1DVectorInt32Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000825
telsoa014fcda012018-03-09 14:13:49 +0000826// Mul
Keith Davis33a626f2020-08-27 15:38:12 +0100827ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMultiplication, MultiplicationTest)
828ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
829ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
830ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationUint8, MultiplicationUint8Test)
831ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
832ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
833ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationInt16, MultiplicationInt16Test)
834ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
835ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
836ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationInt32, MultiplicationInt32Test)
837ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementInt32, MultiplicationBroadcast1ElementInt32Test)
838ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorInt32, MultiplicationBroadcast1DVectorInt32Test)
839ARMNN_AUTO_TEST_CASE_WITH_THF(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000840
841// Batch Norm
Keith Davis33a626f2020-08-27 15:38:12 +0100842ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32, BatchNormFloat32Test)
843ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
844ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat16, BatchNormFloat16Test)
845ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat16Nhwc, BatchNormFloat16NhwcTest)
846ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormUint8, BatchNormUint8Test)
847ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
848ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormInt16, BatchNormInt16Test)
849ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000850
Finn Williams2605b232020-06-10 15:53:46 +0100851// Rank
Finn Williamsec36d3e2020-08-28 13:17:05 +0100852ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float16, RankDimSize1Test<DataType::Float16>)
853ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float32, RankDimSize1Test<DataType::Float32>)
854ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmU8, RankDimSize1Test<DataType::QAsymmU8>)
855ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Signed32, RankDimSize1Test<DataType::Signed32>)
856ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QSymmS16, RankDimSize1Test<DataType::QSymmS16>)
857ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QSymmS8, RankDimSize1Test<DataType::QSymmS8>)
858ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmS8, RankDimSize1Test<DataType::QAsymmS8>)
859ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1BFloat16, RankDimSize1Test<DataType::BFloat16>)
Finn Williams2605b232020-06-10 15:53:46 +0100860
Finn Williamsec36d3e2020-08-28 13:17:05 +0100861ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float16, RankDimSize2Test<DataType::Float16>)
862ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float32, RankDimSize2Test<DataType::Float32>)
863ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmU8, RankDimSize2Test<DataType::QAsymmU8>)
864ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Signed32, RankDimSize2Test<DataType::Signed32>)
865ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QSymmS16, RankDimSize2Test<DataType::QSymmS16>)
866ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QSymmS8, RankDimSize2Test<DataType::QSymmS8>)
867ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmS8, RankDimSize2Test<DataType::QAsymmS8>)
868ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2BFloat16, RankDimSize2Test<DataType::BFloat16>)
Finn Williams2605b232020-06-10 15:53:46 +0100869
Finn Williamsec36d3e2020-08-28 13:17:05 +0100870ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float16, RankDimSize3Test<DataType::Float16>)
871ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float32, RankDimSize3Test<DataType::Float32>)
872ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmU8, RankDimSize3Test<DataType::QAsymmU8>)
873ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Signed32, RankDimSize3Test<DataType::Signed32>)
874ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QSymmS16, RankDimSize3Test<DataType::QSymmS16>)
875ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QSymmS8, RankDimSize3Test<DataType::QSymmS8>)
876ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmS8, RankDimSize3Test<DataType::QAsymmS8>)
877ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3BFloat16, RankDimSize3Test<DataType::BFloat16>)
Finn Williams2605b232020-06-10 15:53:46 +0100878
Finn Williamsec36d3e2020-08-28 13:17:05 +0100879ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float16, RankDimSize4Test<DataType::Float16>)
880ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float32, RankDimSize4Test<DataType::Float32>)
881ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmU8, RankDimSize4Test<DataType::QAsymmU8>)
882ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Signed32, RankDimSize4Test<DataType::Signed32>)
883ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QSymmS16, RankDimSize4Test<DataType::QSymmS16>)
884ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QSymmS8, RankDimSize4Test<DataType::QSymmS8>)
885ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmS8, RankDimSize4Test<DataType::QAsymmS8>)
886ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4BFloat16, RankDimSize4Test<DataType::BFloat16>)
Finn Williams2605b232020-06-10 15:53:46 +0100887
James Conroy59540822018-10-11 12:39:05 +0100888// Resize Bilinear - NCHW
Finn Williamsec36d3e2020-08-28 13:17:05 +0100889ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear,
890 SimpleResizeBilinearTest<DataType::Float32>,
891 DataLayout::NCHW)
892ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearFloat16,
893 SimpleResizeBilinearTest<DataType::Float16>,
894 DataLayout::NCHW)
895ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearInt8,
896 SimpleResizeBilinearTest<DataType::QAsymmS8>,
897 DataLayout::NCHW)
898ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8,
899 SimpleResizeBilinearTest<DataType::QAsymmU8>,
900 DataLayout::NCHW)
901ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint16,
902 SimpleResizeBilinearTest<DataType::QSymmS16>,
903 DataLayout::NCHW)
904ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop,
905 ResizeBilinearNopTest<DataType::Float32>,
906 DataLayout::NCHW)
907ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopFloat16,
908 ResizeBilinearNopTest<DataType::Float16>,
909 DataLayout::NCHW)
910ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopInt8,
911 ResizeBilinearNopTest<DataType::QAsymmS8>,
912 DataLayout::NCHW)
913ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8,
914 ResizeBilinearNopTest<DataType::QAsymmU8>,
915 DataLayout::NCHW)
916ARMNN_AUTO_TEST_CASE_WITH_THF(esizeBilinearNopUint16,
917 SimpleResizeBilinearTest<DataType::QSymmS16>,
918 DataLayout::NCHW)
919ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin,
920 ResizeBilinearSqMinTest<DataType::Float32>,
921 DataLayout::NCHW)
922ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinFloat16,
923 ResizeBilinearSqMinTest<DataType::Float16>,
924 DataLayout::NCHW)
925ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinInt8,
926 ResizeBilinearSqMinTest<DataType::QAsymmS8>,
927 DataLayout::NCHW)
928ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8,
929 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
930 DataLayout::NCHW)
931ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint16,
932 SimpleResizeBilinearTest<DataType::QSymmS16>,
933 DataLayout::NCHW)
934ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin,
935 ResizeBilinearMinTest<DataType::Float32>,
936 DataLayout::NCHW)
937ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinFloat16,
938 ResizeBilinearMinTest<DataType::Float16>,
939 DataLayout::NCHW)
940ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinInt8,
941 ResizeBilinearMinTest<DataType::QAsymmS8>,
942 DataLayout::NCHW)
943ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8,
944 ResizeBilinearMinTest<DataType::QAsymmU8>,
945 DataLayout::NCHW)
946ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint16,
947 SimpleResizeBilinearTest<DataType::QSymmS16>,
948 DataLayout::NCHW)
949ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMag,
950 ResizeBilinearMagTest<DataType::Float32>,
951 DataLayout::NCHW)
952ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagFloat16,
953 ResizeBilinearMagTest<DataType::Float16>,
954 DataLayout::NCHW)
955ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagInt8,
956 ResizeBilinearMagTest<DataType::QAsymmS8>,
957 DataLayout::NCHW)
958ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8,
959 ResizeBilinearMagTest<DataType::QAsymmU8>,
960 DataLayout::NCHW)
961ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint16,
962 SimpleResizeBilinearTest<DataType::QSymmS16>,
963 DataLayout::NCHW)
964ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear,
965 HalfPixelCentersResizeBilinearTest<DataType::Float32>,
966 DataLayout::NCHW)
967ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearFloat16,
968 HalfPixelCentersResizeBilinearTest<DataType::Float16>,
969 DataLayout::NCHW)
970ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8,
971 HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
972 DataLayout::NCHW)
973ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8,
974 HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
975 DataLayout::NCHW)
976ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint16,
977 HalfPixelCentersResizeBilinearTest<DataType::QSymmS16>,
978 DataLayout::NCHW)
979ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear,
980 AlignCornersResizeBilinearTest<DataType::Float32>,
981 DataLayout::NCHW)
982ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearFloat16,
983 AlignCornersResizeBilinearTest<DataType::Float16>,
984 DataLayout::NCHW)
985ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8,
986 AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
987 DataLayout::NCHW)
988ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8,
989 AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
990 DataLayout::NCHW)
991ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint16,
992 AlignCornersResizeBilinearTest<DataType::QSymmS16>,
993 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000994
James Conroy59540822018-10-11 12:39:05 +0100995// Resize Bilinear - NHWC
Finn Williamsec36d3e2020-08-28 13:17:05 +0100996ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc,
997 ResizeBilinearNopTest<DataType::Float32>,
998 DataLayout::NHWC)
999ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwcFloat16,
1000 ResizeBilinearNopTest<DataType::Float16>,
1001 DataLayout::NHWC)
1002ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopInt8Nhwc,
1003 ResizeBilinearNopTest<DataType::QAsymmS8>,
1004 DataLayout::NHWC)
1005ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc,
1006 ResizeBilinearNopTest<DataType::QAsymmU8>,
1007 DataLayout::NHWC)
1008ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint16Nhwc,
1009 ResizeBilinearNopTest<DataType::QSymmS16>,
1010 DataLayout::NHWC)
1011ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc,
1012 SimpleResizeBilinearTest<DataType::Float32>,
1013 DataLayout::NHWC)
1014ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwcFloat16,
1015 SimpleResizeBilinearTest<DataType::Float16>,
1016 DataLayout::NHWC)
1017ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearInt8Nhwc,
1018 SimpleResizeBilinearTest<DataType::QAsymmS8>,
1019 DataLayout::NHWC)
1020ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc,
1021 SimpleResizeBilinearTest<DataType::QAsymmU8>,
1022 DataLayout::NHWC)
1023ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint16Nhwc,
1024 ResizeBilinearNopTest<DataType::QSymmS16>,
1025 DataLayout::NHWC)
1026ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc,
1027 ResizeBilinearSqMinTest<DataType::Float32>,
1028 DataLayout::NHWC)
1029ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwcFloat16,
1030 ResizeBilinearSqMinTest<DataType::Float16>,
1031 DataLayout::NHWC)
1032ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinInt8Nhwc,
1033 ResizeBilinearSqMinTest<DataType::QAsymmS8>,
1034 DataLayout::NHWC)
1035ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc,
1036 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
1037 DataLayout::NHWC)
1038ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint16Nhwc,
1039 ResizeBilinearNopTest<DataType::QSymmS16>,
1040 DataLayout::NHWC)
1041ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc,
1042 ResizeBilinearMinTest<DataType::Float32>,
1043 DataLayout::NHWC)
1044ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwcFloat16,
1045 ResizeBilinearMinTest<DataType::Float16>,
1046 DataLayout::NHWC)
1047ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinInt8Nhwc,
1048 ResizeBilinearMinTest<DataType::QAsymmS8>,
1049 DataLayout::NHWC)
1050ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc,
1051 ResizeBilinearMinTest<DataType::QAsymmU8>,
1052 DataLayout::NHWC)
1053ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint16Nhwc,
1054 ResizeBilinearNopTest<DataType::QSymmS16>,
1055 DataLayout::NHWC)
1056ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagNhwc,
1057 ResizeBilinearMagTest<DataType::Float32>,
1058 DataLayout::NHWC)
1059ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagNhwcFloat16,
1060 ResizeBilinearMagTest<DataType::Float16>,
1061 DataLayout::NHWC)
1062ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagInt8Nhwc,
1063 ResizeBilinearMagTest<DataType::QAsymmS8>,
1064 DataLayout::NHWC)
1065ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8Nhwc,
1066 ResizeBilinearMagTest<DataType::QAsymmU8>,
1067 DataLayout::NHWC)
1068ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint16Nhwc,
1069 ResizeBilinearNopTest<DataType::QSymmS16>,
1070 DataLayout::NHWC)
1071ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc,
1072 HalfPixelCentersResizeBilinearTest<DataType::Float32>,
1073 DataLayout::NCHW)
1074ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearFloat16Nhwc,
1075 HalfPixelCentersResizeBilinearTest<DataType::Float16>,
1076 DataLayout::NCHW)
1077ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc,
1078 HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
1079 DataLayout::NCHW)
1080ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc,
1081 HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
1082 DataLayout::NCHW)
1083ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint16Nhwc,
1084 HalfPixelCentersResizeBilinearTest<DataType::QSymmS16>,
1085 DataLayout::NCHW)
1086ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc,
1087 AlignCornersResizeBilinearTest<DataType::Float32>,
1088 DataLayout::NCHW)
1089ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearFloat16Nhwc,
1090 AlignCornersResizeBilinearTest<DataType::Float16>,
1091 DataLayout::NCHW)
1092ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc,
1093 AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
1094 DataLayout::NCHW)
1095ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc,
1096 AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
1097 DataLayout::NCHW)
1098ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint16Nhwc,
1099 AlignCornersResizeBilinearTest<DataType::QSymmS16>,
1100 DataLayout::NCHW)
James Conroy59540822018-10-11 12:39:05 +01001101
Teresa Charlin970f43b2019-07-01 13:51:07 +01001102// Resize NearestNeighbor - NCHW
Finn Williamsec36d3e2020-08-28 13:17:05 +01001103ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor,
1104 SimpleResizeNearestNeighborTest<DataType::Float32>,
1105 DataLayout::NCHW)
1106ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborInt8,
1107 SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
1108 DataLayout::NCHW)
1109ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8,
1110 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
1111 DataLayout::NCHW)
1112ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint16,
1113 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
1114 DataLayout::NCHW)
1115ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop,
1116 ResizeNearestNeighborNopTest<DataType::Float32>,
1117 DataLayout::NCHW)
1118ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopInt8,
1119 ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
1120 DataLayout::NCHW)
1121ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8,
1122 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
1123 DataLayout::NCHW)
1124ARMNN_AUTO_TEST_CASE_WITH_THF(esizeNearestNeighborNopUint16,
1125 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
1126 DataLayout::NCHW)
1127ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin,
1128 ResizeNearestNeighborSqMinTest<DataType::Float32>,
1129 DataLayout::NCHW)
1130ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinInt8,
1131 ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
1132 DataLayout::NCHW)
1133ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8,
1134 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
1135 DataLayout::NCHW)
1136ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint16,
1137 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
1138 DataLayout::NCHW)
1139ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin,
1140 ResizeNearestNeighborMinTest<DataType::Float32>,
1141 DataLayout::NCHW)
1142ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinInt8,
1143 ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
1144 DataLayout::NCHW)
1145ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8,
1146 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
1147 DataLayout::NCHW)
1148ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint16,
1149 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
1150 DataLayout::NCHW)
1151ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag,
1152 ResizeNearestNeighborMagTest<DataType::Float32>,
1153 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
1154ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagInt8,
1155 ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
1156 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
1157ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8,
1158 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
1159 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
1160ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint16,
1161 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
1162 DataLayout::NCHW)
1163ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour,
1164 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1165 DataLayout::NCHW)
1166ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourFloat16,
1167 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float16>,
1168 DataLayout::NCHW)
1169ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8,
1170 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1171 DataLayout::NCHW)
1172ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8,
1173 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1174 DataLayout::NCHW)
1175ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint16,
1176 HalfPixelCentersResizeNearestNeighbourTest<DataType::QSymmS16>,
1177 DataLayout::NCHW)
1178ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour,
1179 AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1180 DataLayout::NCHW)
1181ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourFloat16,
1182 AlignCornersResizeNearestNeighbourTest<DataType::Float16>,
1183 DataLayout::NCHW)
1184ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8,
1185 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1186 DataLayout::NCHW)
1187ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8,
1188 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1189 DataLayout::NCHW)
1190ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint16,
1191 AlignCornersResizeNearestNeighbourTest<DataType::QSymmS16>,
1192 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001193
1194// Resize NearestNeighbor - NHWC
Finn Williamsec36d3e2020-08-28 13:17:05 +01001195ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc,
1196 ResizeNearestNeighborNopTest<DataType::Float32>,
1197 DataLayout::NHWC)
1198ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopInt8Nhwc,
1199 ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
1200 DataLayout::NHWC)
1201ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc,
1202 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
1203 DataLayout::NHWC)
1204ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint16Nhwc,
1205 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
1206 DataLayout::NHWC)
1207ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc,
1208 SimpleResizeNearestNeighborTest<DataType::Float32>,
1209 DataLayout::NHWC)
1210ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborInt8Nhwc,
1211 SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
1212 DataLayout::NHWC)
1213ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc,
1214 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
1215 DataLayout::NHWC)
1216ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint16Nhwc,
1217 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
1218 DataLayout::NHWC)
1219ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc,
1220 ResizeNearestNeighborSqMinTest<DataType::Float32>,
1221 DataLayout::NHWC)
1222ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinInt8Nhwc,
1223 ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
1224 DataLayout::NHWC)
1225ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc,
1226 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
1227 DataLayout::NHWC)
1228ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint16Nhwc,
1229 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
1230 DataLayout::NHWC)
1231ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc,
1232 ResizeNearestNeighborMinTest<DataType::Float32>,
1233 DataLayout::NHWC)
1234ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinInt8Nhwc,
1235 ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
1236 DataLayout::NHWC)
1237ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc,
1238 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
1239 DataLayout::NHWC)
1240ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint16Nhwc,
1241 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
1242 DataLayout::NHWC)
1243ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc,
1244 ResizeNearestNeighborMagTest<DataType::Float32>,
1245 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
1246ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagInt8Nhwc,
1247 ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
1248 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
1249ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc,
1250 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
1251 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
1252ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint16Nhwc,
1253 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
1254 DataLayout::NHWC)
1255ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNchw,
1256 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1257 DataLayout::NCHW)
1258ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourFloat16Nchw,
1259 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float16>,
1260 DataLayout::NCHW)
1261ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nchw,
1262 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1263 DataLayout::NCHW)
1264ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nchw,
1265 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1266 DataLayout::NCHW)
1267ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint16Nchw,
1268 HalfPixelCentersResizeNearestNeighbourTest<DataType::QSymmS16>,
1269 DataLayout::NCHW)
1270ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNchw,
1271 AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1272 DataLayout::NCHW)
1273ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourFloat16Nchw,
1274 AlignCornersResizeNearestNeighbourTest<DataType::Float16>,
1275 DataLayout::NCHW)
1276ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8NchRsqrtw,
1277 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1278 DataLayout::NCHW)
1279ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nchw,
1280 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1281 DataLayout::NCHW)
1282ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint16Nchw,
1283 AlignCornersResizeNearestNeighbourTest<DataType::QSymmS16>,
1284 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001285
telsoa014fcda012018-03-09 14:13:49 +00001286// Fake Quantization
Finn Williams87020072020-08-26 16:19:15 +01001287ARMNN_AUTO_TEST_CASE_WITH_THF(FakeQuantization, FakeQuantizationTest)
telsoa014fcda012018-03-09 14:13:49 +00001288
Matteo Martincigh539b44d2018-10-01 09:26:39 +01001289// L2 Normalization
Finn Williamsc43de6a2020-08-27 11:13:25 +01001290ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
1291ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
1292ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
1293ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001294
Finn Williamsc43de6a2020-08-27 11:13:25 +01001295ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
1296ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
1297ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
1298ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +00001299
Finn Williamsc43de6a2020-08-27 11:13:25 +01001300ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
1301ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
1302ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
1303ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001304
Finn Williamsc43de6a2020-08-27 11:13:25 +01001305ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
1306ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
1307ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
1308ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001309
Finn Williamsc43de6a2020-08-27 11:13:25 +01001310ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
1311ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
1312ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
1313ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +00001314
Finn Williamsc43de6a2020-08-27 11:13:25 +01001315ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
1316ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
1317ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
1318ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001319
Finn Williamsc43de6a2020-08-27 11:13:25 +01001320ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dShape, L2Normalization2dShapeTest);
Matthew Jackson82b15ed2019-07-25 16:14:30 +01001321
Finn Williamsc43de6a2020-08-27 11:13:25 +01001322ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
1323ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +01001324
Aron Virginas-Tare662a942019-10-14 15:12:00 +01001325// LogSoftmax
Finn Williamsc43de6a2020-08-27 11:13:25 +01001326ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
1327ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_2, LogSoftmaxTest2<DataType::Float32>)
1328ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_3, LogSoftmaxTest3<DataType::Float32>)
1329ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_4, LogSoftmaxTest4<DataType::Float32>)
Aron Virginas-Tare662a942019-10-14 15:12:00 +01001330
Finn Williamsc43de6a2020-08-27 11:13:25 +01001331ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat16_1, LogSoftmaxTest1<DataType::Float16>)
1332ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat16_2, LogSoftmaxTest2<DataType::Float16>)
1333ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat16_3, LogSoftmaxTest3<DataType::Float16>)
1334ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat16_4, LogSoftmaxTest4<DataType::Float16>)
Aron Virginas-Tare662a942019-10-14 15:12:00 +01001335
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001336// Pad
Finn Williams826a5432020-08-27 16:15:20 +01001337ARMNN_AUTO_TEST_CASE_WITH_THF(PadBFloat162d, PadBFloat162dTest)
1338ARMNN_AUTO_TEST_CASE_WITH_THF(PadBFloat162dCustomPadding, PadBFloat162dCustomPaddingTest)
1339ARMNN_AUTO_TEST_CASE_WITH_THF(PadBFloat163d, PadBFloat163dTest)
1340ARMNN_AUTO_TEST_CASE_WITH_THF(PadBFloat164d, PadBFloat164dTest)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001341
Finn Williams826a5432020-08-27 16:15:20 +01001342ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest)
1343ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
1344ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat323d, PadFloat323dTest)
1345ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001346
Finn Williams826a5432020-08-27 16:15:20 +01001347ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82d, PadUint82dTest)
1348ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
1349ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint83d, PadUint83dTest)
1350ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint84d, PadUint84dTest)
Narumol Prangnawarat8719d222020-11-27 16:57:56 +00001351ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint8Asymm, PadQAsymmTestCommon<DataType::QAsymmU8>, -2.0f, 3, 0.0f)
1352ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint8CustomPaddingAsymm, PadQAsymmTestCommon<DataType::QAsymmU8>, -2.0f, 3, 2.0f)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001353
Finn Williams826a5432020-08-27 16:15:20 +01001354ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
1355ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
1356ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
1357ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +01001358
Finn Williams826a5432020-08-27 16:15:20 +01001359ARMNN_AUTO_TEST_CASE_WITH_THF(PadInt82d, PadInt82dTest)
1360ARMNN_AUTO_TEST_CASE_WITH_THF(PadInt82dCustomPadding, PadInt82dCustomPaddingTest)
1361ARMNN_AUTO_TEST_CASE_WITH_THF(PadInt83d, PadInt83dTest)
1362ARMNN_AUTO_TEST_CASE_WITH_THF(PadInt84d, PadInt84dTest)
Narumol Prangnawarat8719d222020-11-27 16:57:56 +00001363ARMNN_AUTO_TEST_CASE_WITH_THF(PadQAsymmS8, PadQAsymmTestCommon<DataType::QAsymmS8>, -2.0f, 3, 0.0f)
1364ARMNN_AUTO_TEST_CASE_WITH_THF(PadQAsymmS8CustomPadding, PadQAsymmTestCommon<DataType::QAsymmS8>, -2.0f, 3, 2.0f)
Sadik Armagan041b3c02020-06-04 10:32:18 +01001365
telsoa014fcda012018-03-09 14:13:49 +00001366// Constant
Keith Davisf500d6c2020-08-31 08:32:55 +01001367ARMNN_AUTO_TEST_CASE_WITH_THF(Constant, ConstantTest)
1368ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
1369ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +00001370
1371// Concat
Keith Davisf500d6c2020-08-31 08:32:55 +01001372ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1d, Concat1dTest)
1373ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001374
Keith Davisf500d6c2020-08-31 08:32:55 +01001375ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0, Concat2dDim0Test)
1376ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
1377ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1, Concat2dDim1Test)
1378ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001379
Keith Davisf500d6c2020-08-31 08:32:55 +01001380ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
1381ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
1382ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
1383ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001384
Keith Davisf500d6c2020-08-31 08:32:55 +01001385ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0, Concat3dDim0Test)
1386ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
1387ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1, Concat3dDim1Test)
1388ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
1389ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2, Concat3dDim2Test, true)
1390ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001391
Keith Davisf500d6c2020-08-31 08:32:55 +01001392ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
1393ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
1394ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
1395ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
1396ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
1397ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001398
Keith Davisf500d6c2020-08-31 08:32:55 +01001399ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0, Concat4dDim0Test)
1400ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1, Concat4dDim1Test)
1401ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim2, Concat4dDim2Test)
1402ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3, Concat4dDim3Test, true)
1403ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
1404ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
1405ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
1406ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001407
Keith Davisf500d6c2020-08-31 08:32:55 +01001408ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
1409ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
1410ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
1411ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
1412ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
1413ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
1414ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
1415ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001416
Ryan OSheaf4bfa6a2020-06-10 11:33:37 +01001417// Fill
Finn Williams87020072020-08-26 16:19:15 +01001418ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>)
1419ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>)
1420ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>)
Ryan OSheaf4bfa6a2020-06-10 11:33:37 +01001421
telsoa014fcda012018-03-09 14:13:49 +00001422// Floor
Finn Williams7faf9a82020-08-27 10:37:36 +01001423ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>)
1424ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloorFloat16, SimpleFloorTest<DataType::Float16>)
telsoa014fcda012018-03-09 14:13:49 +00001425
1426// Reshape
Finn Williamsec36d3e2020-08-28 13:17:05 +01001427ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
1428ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeQuantisedAsymmS8, SimpleReshapeTest<DataType::QAsymmS8>)
1429ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QAsymmU8>)
1430ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QSymmS16>)
1431ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<DataType::Float32>)
Narumol Prangnawarat0c95f4c2020-11-18 16:52:07 +00001432ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest)
1433
Simon Obute51f67772021-09-03 15:50:13 +01001434// ChannelShuffle
1435ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleChannelShuffleFloat32, SimpleChannelShuffleTest<DataType::Float32>)
1436ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleChannelShuffleQAsymmU8, SimpleChannelShuffleTest<DataType::QAsymmU8>)
Teresa Charlineb852bb2021-09-30 12:44:33 +01001437ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleChannelShuffleQAsymmS8, SimpleChannelShuffleTest<DataType::QAsymmS8>)
Simon Obute51f67772021-09-03 15:50:13 +01001438ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle2DFloat32, ChannelShuffle2DTest<DataType::Float32>)
1439ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle2DQAsymmU8, ChannelShuffle2DTest<DataType::QAsymmU8>)
Teresa Charlineb852bb2021-09-30 12:44:33 +01001440ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle2DQAsymmS8, ChannelShuffle2DTest<DataType::QAsymmS8>)
Simon Obute51f67772021-09-03 15:50:13 +01001441ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DFloat32, ChannelShuffle4DTest<DataType::Float32>)
1442ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmU8, ChannelShuffle4DTest<DataType::QAsymmU8>)
Teresa Charlineb852bb2021-09-30 12:44:33 +01001443ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmS8, ChannelShuffle4DTest<DataType::QAsymmS8>)
telsoa014fcda012018-03-09 14:13:49 +00001444
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001445// Rsqrt
Keith Davis33a626f2020-08-27 15:38:12 +01001446ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1447ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1448ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1449ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
1450ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
1451ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
1452ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2dQuantisedAsymmS8, Rsqrt2dTest<DataType::QAsymmS8>)
1453ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3dQuantisedAsymmS8, Rsqrt3dTest<DataType::QAsymmS8>)
1454ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QAsymmU8>)
1455ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QAsymmU8>)
1456ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QSymmS16>)
1457ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QSymmS16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001458
telsoa014fcda012018-03-09 14:13:49 +00001459// Permute
Finn Williams826a5432020-08-27 16:15:20 +01001460ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteBFloat16, SimplePermuteTest<DataType::BFloat16>)
1461ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteBFloat16ValueSet1Test, PermuteValueSet1Test<DataType::BFloat16>)
1462ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteBFloat16ValueSet2Test, PermuteValueSet2Test<DataType::BFloat16>)
1463ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteBFloat16ValueSet3Test, PermuteValueSet3Test<DataType::BFloat16>)
1464ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
1465ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
1466ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
1467ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
1468ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymS8, SimplePermuteTest<DataType::QAsymmS8>)
1469ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
1470ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
1471ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
1472ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
1473ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
1474ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
1475ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
1476ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQSymm16, SimplePermuteTest<DataType::QSymmS16>)
1477ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QSymmS16>)
1478ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QSymmS16>)
1479ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QSymmS16>)
telsoa014fcda012018-03-09 14:13:49 +00001480
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001481// Lstm
Sadik Armagan1625efc2021-06-10 18:24:34 +01001482TEST_CASE("LstmUtilsZeroVector") {
Finn Williamsec36d3e2020-08-28 13:17:05 +01001483 LstmUtilsZeroVectorTest(); }
Sadik Armagan1625efc2021-06-10 18:24:34 +01001484TEST_CASE("LstmUtilsMeanStddevNormalization") {
Finn Williamsec36d3e2020-08-28 13:17:05 +01001485 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
1486 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
1487 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
Sadik Armagan1625efc2021-06-10 18:24:34 +01001488TEST_CASE("LstmUtilsVectorBatchVectorCwiseProduct") {
Finn Williamsec36d3e2020-08-28 13:17:05 +01001489 LstmUtilsVectorBatchVectorCwiseProductTest(); }
Sadik Armagan1625efc2021-06-10 18:24:34 +01001490TEST_CASE("LstmUtilsVectorBatchVectorAdd") {
Finn Williamsec36d3e2020-08-28 13:17:05 +01001491 LstmUtilsVectorBatchVectorAddTest(); }
Jan Eilers38e05bd2019-06-26 13:10:09 +01001492
Finn Williamsc43de6a2020-08-27 11:13:25 +01001493ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
1494 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
1495ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
1496 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
1497ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
1498 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001499
Finn Williamsc43de6a2020-08-27 11:13:25 +01001500ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
1501 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
Jan Eilers38e05bd2019-06-26 13:10:09 +01001502
Finn Williamsc43de6a2020-08-27 11:13:25 +01001503ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerInt16NoCifgNoPeepholeNoProjection,
1504 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
1505ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerInt16WithCifgWithPeepholeNoProjection,
1506 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
1507ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerInt16NoCifgWithPeepholeWithProjection,
1508 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
1509ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
1510 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
Conor Kennedyb9971c92019-05-07 07:14:23 +01001511
James Conroy4f1f8992020-04-29 20:01:10 +01001512// QLstm
Finn Williamsc43de6a2020-08-27 11:13:25 +01001513ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm, QLstmTest)
1514ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm1, QLstmTest1)
1515ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm2, QLstmTest2)
James Conroy4f1f8992020-04-29 20:01:10 +01001516
mathad01b392e982021-04-07 12:07:30 +01001517// Cast
1518ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt32ToFloat, CastInt32ToFloat2dTest)
1519ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt16ToFloat, CastInt16ToFloat2dTest)
1520ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt8ToFloat, CastInt8ToFloat2dTest)
1521ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt8AsymmToFloat, CastInt8AsymmToFloat2dTest)
1522ARMNN_AUTO_TEST_CASE_WITH_THF(CastUIntToFloat, CastUInt8ToFloat2dTest)
1523ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt8ToUInt, CastInt8ToUInt82dTest)
1524ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt8AsymmToUInt, CastInt8AsymmToUInt82dTest)
1525ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloat16ToFloat32, CastFloat16ToFloat322dTest)
1526ARMNN_AUTO_TEST_CASE_WITH_THF(CastBFloat16ToFloat32, CastBFloat16ToFloat322dTest)
1527ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToFloat16, CastFloat32ToFloat162dTest)
1528ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToIn8, CastFloat32ToInt82dTest)
1529ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToUInt8, CastFloat32ToUInt82dTest)
1530
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +00001531// Convert from BFloat16 to Float32
Keith Davisf500d6c2020-08-31 08:32:55 +01001532ARMNN_AUTO_TEST_CASE_WITH_THF(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +00001533
Narumol Prangnawaratea54a012020-03-16 16:36:10 +00001534// Convert from Float32 to BFloat16
Keith Davisf500d6c2020-08-31 08:32:55 +01001535ARMNN_AUTO_TEST_CASE_WITH_THF(ConvertFp32ToBf16, ConvertFp32ToBf16Test)
Narumol Prangnawaratea54a012020-03-16 16:36:10 +00001536
telsoa01c577f2c2018-08-31 09:22:23 +01001537// Convert from Float16 to Float32
Keith Davisf500d6c2020-08-31 08:32:55 +01001538ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
telsoa01c577f2c2018-08-31 09:22:23 +01001539// Convert from Float32 to Float16
Keith Davisf500d6c2020-08-31 08:32:55 +01001540ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
telsoa01c577f2c2018-08-31 09:22:23 +01001541
narpra011e4c31d2018-09-28 11:07:51 +01001542// Mean
Finn Williams826a5432020-08-27 16:15:20 +01001543ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1544ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1545ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1546ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1547ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1548ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1549ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +01001550
Finn Williams826a5432020-08-27 16:15:20 +01001551ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
1552ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
1553ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
1554ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
1555ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
1556ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
1557ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001558
Finn Williams826a5432020-08-27 16:15:20 +01001559ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
1560ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
1561ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
1562ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
1563ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
1564ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
1565ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
narpra011e4c31d2018-09-28 11:07:51 +01001566
Finn Williams826a5432020-08-27 16:15:20 +01001567ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QSymmS16>)
1568ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QSymmS16>)
1569ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QSymmS16>)
1570ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QSymmS16>)
1571ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QSymmS16>)
1572ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QSymmS16>)
1573ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QSymmS16>)
James Conroyb80775f2019-06-11 11:25:30 +01001574
Keith Davis33a626f2020-08-27 15:38:12 +01001575ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +01001576
Nikhil Raj68c2c902019-09-19 11:21:11 +01001577// ArgMinMax
Sadik Armagan43528ac2020-08-27 09:06:40 +01001578ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1579ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1580ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelFloat32, ArgMinChannelTest<DataType::Float32>)
1581ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelFloat32, ArgMaxChannelTest<DataType::Float32>)
1582ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightFloat32, ArgMaxHeightTest<DataType::Float32>)
1583ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthFloat32, ArgMinWidthTest<DataType::Float32>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001584
Sadik Armagan43528ac2020-08-27 09:06:40 +01001585ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat16, ArgMaxSimpleTest<DataType::Float16>)
1586ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat16, ArgMinSimpleTest<DataType::Float16>)
1587ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelFloat16, ArgMinChannelTest<DataType::Float16>)
1588ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelFloat16, ArgMaxChannelTest<DataType::Float16>)
1589ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightFloat16, ArgMaxHeightTest<DataType::Float16>)
1590ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthFloat16, ArgMinWidthTest<DataType::Float16>)
Teresa Charline300b362020-05-25 10:01:03 +01001591
Sadik Armagan43528ac2020-08-27 09:06:40 +01001592ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxSigned32, ArgMaxSimpleTest<DataType::Signed32>)
1593ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinSigned32, ArgMinSimpleTest<DataType::Signed32>)
1594ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelSigned32, ArgMinChannelTest<DataType::Signed32>)
1595ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelSigned32, ArgMaxChannelTest<DataType::Signed32>)
1596ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightSigned32, ArgMaxHeightTest<DataType::Signed32>)
1597ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthSigned32, ArgMinWidthTest<DataType::Signed32>)
Francis Murtagh1939df52019-11-13 15:21:09 +00001598
Sadik Armagan43528ac2020-08-27 09:06:40 +01001599ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxSimpleQuantisedAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
1600ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinSimpleQuantisedAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
1601ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQuantisedAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
1602ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQuantisedAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001603
Sadik Armagan43528ac2020-08-27 09:06:40 +01001604ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxSimpleQuantisedAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1605ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinSimpleQuantisedAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1606ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQuantisedAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1607ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQuantisedAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001608
Sadik Armagan43528ac2020-08-27 09:06:40 +01001609ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxSimpleQuantisedSymm16, ArgMaxSimpleTest<DataType::QSymmS16>)
1610ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinSimpleQuantisedSymm16, ArgMinSimpleTest<DataType::QSymmS16>)
1611ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQuantisedSymm16, ArgMinChannelTest<DataType::QSymmS16>)
1612ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQuantisedSymm16, ArgMaxChannelTest<DataType::QSymmS16>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001613
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001614// Space To Batch Nd
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001615ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
1616ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
1617ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
1618ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001619
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001620ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat16, SpaceToBatchNdSimpleFloat16Test)
1621ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat16, SpaceToBatchNdMultiChannelsFloat16Test)
1622ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat16, SpaceToBatchNdMultiBlockFloat16Test)
1623ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat16, SpaceToBatchNdPaddingFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001624
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001625ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
1626ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
1627ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
1628ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001629
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001630ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
1631ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
1632ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
1633ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001634
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001635ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat16, SpaceToBatchNdSimpleNhwcFloat16Test)
1636ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat16, SpaceToBatchNdMultiChannelsNhwcFloat16Test)
1637ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat16, SpaceToBatchNdMultiBlockNhwcFloat16Test)
1638ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat16, SpaceToBatchNdPaddingNhwcFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001639
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001640ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
1641ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
1642ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
1643ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001644
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001645ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
1646ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
1647ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
1648ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001649
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001650ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
1651ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
1652ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
1653ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001654
Francis Murtagh57f13d52019-06-24 14:24:36 +01001655// BatchToSpace
Keith Davis33a626f2020-08-27 15:38:12 +01001656ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat32_1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
1657ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat32_2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
1658ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat32_3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1659ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat32_4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1660ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat32_5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1661ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat32_6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1662ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat32_7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001663
Keith Davis33a626f2020-08-27 15:38:12 +01001664ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat16_1, BatchToSpaceNdNhwcTest1<DataType::Float16>)
1665ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat16_2, BatchToSpaceNdNhwcTest2<DataType::Float16>)
1666ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat16_3, BatchToSpaceNdNhwcTest3<DataType::Float16>)
1667ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat16_4, BatchToSpaceNdNhwcTest4<DataType::Float16>)
1668ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat16_5, BatchToSpaceNdNhwcTest5<DataType::Float16>)
1669ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
1670ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001671
Keith Davis33a626f2020-08-27 15:38:12 +01001672ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
1673ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
1674ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
1675ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt4, BatchToSpaceNdNhwcTest4<DataType::QAsymmS8>)
1676ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt5, BatchToSpaceNdNhwcTest5<DataType::QAsymmS8>)
1677ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt6, BatchToSpaceNdNhwcTest6<DataType::QAsymmS8>)
1678ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt7, BatchToSpaceNdNhwcTest7<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001679
Keith Davis33a626f2020-08-27 15:38:12 +01001680ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
1681ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
1682ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
1683ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QAsymmU8>)
1684ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QAsymmU8>)
1685ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QAsymmU8>)
1686ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QAsymmU8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001687
Keith Davis33a626f2020-08-27 15:38:12 +01001688ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QSymmS16>)
1689ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QSymmS16>)
1690ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QSymmS16>)
1691ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QSymmS16>)
1692ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QSymmS16>)
1693ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QSymmS16>)
1694ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001695
Keith Davis33a626f2020-08-27 15:38:12 +01001696ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat16_1, BatchToSpaceNdNchwTest1<DataType::Float16>)
1697ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat16_2, BatchToSpaceNdNchwTest2<DataType::Float16>)
1698ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat16_3, BatchToSpaceNdNchwTest3<DataType::Float16>)
1699ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat16_4, BatchToSpaceNdNchwTest4<DataType::Float16>)
1700ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat16_5, BatchToSpaceNdNchwTest5<DataType::Float16>)
1701ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
1702ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
Mike Kelly831faed2018-11-28 11:52:08 +00001703
Keith Davis33a626f2020-08-27 15:38:12 +01001704ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
1705ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
1706ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
1707ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt4, BatchToSpaceNdNchwTest4<DataType::QAsymmS8>)
1708ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt5, BatchToSpaceNdNchwTest5<DataType::QAsymmS8>)
1709ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt6, BatchToSpaceNdNchwTest6<DataType::QAsymmS8>)
1710ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt7, BatchToSpaceNdNchwTest7<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001711
Keith Davis33a626f2020-08-27 15:38:12 +01001712ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
1713ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
1714ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
1715ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QAsymmU8>)
1716ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QAsymmU8>)
1717ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QAsymmU8>)
1718ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QAsymmU8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001719
Keith Davis33a626f2020-08-27 15:38:12 +01001720ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QSymmS16>)
1721ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QSymmS16>)
1722ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QSymmS16>)
1723ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QSymmS16>)
1724ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QSymmS16>)
1725ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QSymmS16>)
1726ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001727
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001728// DepthToSpace
1729ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
1730ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
1731ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
1732ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
1733
1734ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
1735ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
1736ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
1737ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
1738
Sadik Armagan303980c2020-04-17 12:45:14 +01001739ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
1740ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
1741ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
1742ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
1743
Derek Lambertif90c56d2020-01-10 17:14:08 +00001744ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
1745ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
1746ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
1747ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001748
Derek Lambertif90c56d2020-01-10 17:14:08 +00001749ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
1750ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
1751ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
1752ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001753
1754ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
1755ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
1756ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
1757ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
1758
1759ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
1760ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
1761ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
1762ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
1763
Sadik Armagan303980c2020-04-17 12:45:14 +01001764ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
1765ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
1766ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
1767ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
1768
Derek Lambertif90c56d2020-01-10 17:14:08 +00001769ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
1770ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
1771ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
1772ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001773
Derek Lambertif90c56d2020-01-10 17:14:08 +00001774ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
1775ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
1776ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
1777ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001778
Keith Davis3ae3f972021-05-21 16:33:48 +01001779// Shape
1780ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize1Float16, ShapeDimSize1Test<DataType::Float16>)
1781ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize1Float32, ShapeDimSize1Test<DataType::Float32>)
1782ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize1QAsymmU8, ShapeDimSize1Test<DataType::QAsymmU8>)
1783ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize1Signed32, ShapeDimSize1Test<DataType::Signed32>)
1784ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize1QSymmS16, ShapeDimSize1Test<DataType::QSymmS16>)
1785ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize1QSymmS8, ShapeDimSize1Test<DataType::QSymmS8>)
1786ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize1QAsymmS8, ShapeDimSize1Test<DataType::QAsymmS8>)
1787ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize1BFloat16, ShapeDimSize1Test<DataType::BFloat16>)
1788
1789ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize2Float16, ShapeDimSize2Test<DataType::Float16>)
1790ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize2Float32, ShapeDimSize2Test<DataType::Float32>)
1791ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize2QAsymmU8, ShapeDimSize2Test<DataType::QAsymmU8>)
1792ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize2Signed32, ShapeDimSize2Test<DataType::Signed32>)
1793ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize2QSymmS16, ShapeDimSize2Test<DataType::QSymmS16>)
1794ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize2QSymmS8, ShapeDimSize2Test<DataType::QSymmS8>)
1795ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize2QAsymmS8, ShapeDimSize2Test<DataType::QAsymmS8>)
1796ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize2BFloat16, ShapeDimSize2Test<DataType::BFloat16>)
1797
1798ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize3Float16, ShapeDimSize3Test<DataType::Float16>)
1799ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize3Float32, ShapeDimSize3Test<DataType::Float32>)
1800ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize3QAsymmU8, ShapeDimSize3Test<DataType::QAsymmU8>)
1801ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize3Signed32, ShapeDimSize3Test<DataType::Signed32>)
1802ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize3QSymmS16, ShapeDimSize3Test<DataType::QSymmS16>)
1803ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize3QSymmS8, ShapeDimSize3Test<DataType::QSymmS8>)
1804ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize3QAsymmS8, ShapeDimSize3Test<DataType::QAsymmS8>)
1805ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize3BFloat16, ShapeDimSize3Test<DataType::BFloat16>)
1806
1807ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize4Float16, ShapeDimSize4Test<DataType::Float16>)
1808ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize4Float32, ShapeDimSize4Test<DataType::Float32>)
1809ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize4QAsymmU8, ShapeDimSize4Test<DataType::QAsymmU8>)
1810ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize4Signed32, ShapeDimSize4Test<DataType::Signed32>)
1811ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize4QSymmS16, ShapeDimSize4Test<DataType::QSymmS16>)
1812ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize4QSymmS8, ShapeDimSize4Test<DataType::QSymmS8>)
1813ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize4QAsymmS8, ShapeDimSize4Test<DataType::QAsymmS8>)
1814ARMNN_AUTO_TEST_CASE_WITH_THF(ShapeDimSize4BFloat16, ShapeDimSize4Test<DataType::BFloat16>)
1815
Francis Murtagh57f13d52019-06-24 14:24:36 +01001816// SpaceToDepth
Sadik Armagan5e719842020-08-28 12:17:33 +01001817ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1818ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001819
Sadik Armagan5e719842020-08-28 12:17:33 +01001820ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1821ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001822
Sadik Armagan5e719842020-08-28 12:17:33 +01001823ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1824ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001825
Sadik Armagan5e719842020-08-28 12:17:33 +01001826ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1827ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001828
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001829// Strided Slice
Sadik Armagan5e719842020-08-28 12:17:33 +01001830ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1831ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
1832ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1833ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1834ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
1835ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
1836ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
Finn Williamsec36d3e2020-08-28 13:17:05 +01001837 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
Sadik Armagan5e719842020-08-28 12:17:33 +01001838ARMNN_AUTO_TEST_CASE_WITH_THF(
1839 StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1840ARMNN_AUTO_TEST_CASE_WITH_THF(
1841 StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1842ARMNN_AUTO_TEST_CASE_WITH_THF(
1843 StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1844ARMNN_AUTO_TEST_CASE_WITH_THF(
1845 StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1846ARMNN_AUTO_TEST_CASE_WITH_THF(
1847 StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1848ARMNN_AUTO_TEST_CASE_WITH_THF(
1849 StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1850ARMNN_AUTO_TEST_CASE_WITH_THF(
1851 StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1852ARMNN_AUTO_TEST_CASE_WITH_THF(
1853 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
1854ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1855ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1856ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1857ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001858
Sadik Armagan5e719842020-08-28 12:17:33 +01001859ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dUint8, StridedSlice4dUint8Test)
1860ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
1861ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1862ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1863ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
1864ARMNN_AUTO_TEST_CASE_WITH_THF(
1865 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1866ARMNN_AUTO_TEST_CASE_WITH_THF(
1867 StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1868ARMNN_AUTO_TEST_CASE_WITH_THF(
1869 StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1870ARMNN_AUTO_TEST_CASE_WITH_THF(
1871 StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1872ARMNN_AUTO_TEST_CASE_WITH_THF(
1873 StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1874ARMNN_AUTO_TEST_CASE_WITH_THF(
1875 StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1876ARMNN_AUTO_TEST_CASE_WITH_THF(
1877 StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1878ARMNN_AUTO_TEST_CASE_WITH_THF(
1879 StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1880ARMNN_AUTO_TEST_CASE_WITH_THF(
1881 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
1882ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dUint8, StridedSlice3dUint8Test)
1883ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1884ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dUint8, StridedSlice2dUint8Test)
1885ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001886
Sadik Armagan5e719842020-08-28 12:17:33 +01001887ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dInt16, StridedSlice4dInt16Test)
1888ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
1889ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1890ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1891ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
1892ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dInt16, StridedSlice3dInt16Test)
1893ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1894ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dInt16, StridedSlice2dInt16Test)
1895ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001896
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001897// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001898ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1899ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1900ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1901ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001902
Narumol Prangnawarat403a1852020-03-12 14:24:13 +00001903ARMNN_AUTO_TEST_CASE(Debug4dBFloat16, Debug4dBFloat16Test)
1904ARMNN_AUTO_TEST_CASE(Debug3dBFloat16, Debug3dBFloat16Test)
1905ARMNN_AUTO_TEST_CASE(Debug2dBFloat16, Debug2dBFloat16Test)
1906ARMNN_AUTO_TEST_CASE(Debug1dBFloat16, Debug1dBFloat16Test)
1907
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001908ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1909ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1910ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1911ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001912
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001913ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1914ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1915ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1916ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001917
narpra014951d842019-01-18 16:53:53 +00001918// Gather
Finn Williamsc43de6a2020-08-27 11:13:25 +01001919ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
1920ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsFloat16, Gather1dParamsFloat16Test)
1921ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsUint8, Gather1dParamsUint8Test)
1922ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsInt16, Gather1dParamsInt16Test)
1923ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsInt32, Gather1dParamsInt32Test)
1924ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
1925ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsFloat16, GatherMultiDimParamsFloat16Test)
1926ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
1927ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
1928ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsInt32, GatherMultiDimParamsInt32Test)
1929ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsMultiDimIndicesFloat32,
1930 GatherMultiDimParamsMultiDimIndicesFloat32Test)
1931ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsMultiDimIndicesFloat16,
1932 GatherMultiDimParamsMultiDimIndicesFloat16Test)
1933ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
1934ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
1935ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsMultiDimIndicesInt32, GatherMultiDimParamsMultiDimIndicesInt32Test)
narpra014951d842019-01-18 16:53:53 +00001936
Sadik Armagan9199e582019-09-05 17:35:31 +01001937// Abs
Keith Davis33a626f2020-08-27 15:38:12 +01001938ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest<DataType::Float32>)
1939ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest<DataType::Float32>)
1940ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest<DataType::Float32>)
1941ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1942ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dFloat16, Abs3dTest<DataType::Float16>)
1943ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
1944ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
1945ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
Kevin Mayec52c3a2020-04-24 09:42:31 +01001946
Keith Davis33a626f2020-08-27 15:38:12 +01001947ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dQuantisedAsymmS8, Abs2dTest<DataType::QAsymmS8>)
1948ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dQuantisedAsymmS8, Abs3dTest<DataType::QAsymmS8>)
1949ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QAsymmU8>)
1950ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QAsymmU8>)
1951ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dQuantisedSymm16, Abs2dTest<DataType::QSymmS16>)
1952ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dQuantisedSymm16, Abs3dTest<DataType::QSymmS16>)
Sadik Armagan9199e582019-09-05 17:35:31 +01001953
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001954// Detection PostProcess
Sadik Armagan1625efc2021-06-10 18:24:34 +01001955TEST_CASE("DetectionPostProcessRegularNmsFloat")
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001956{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001957 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001958}
Sadik Armagan1625efc2021-06-10 18:24:34 +01001959TEST_CASE("DetectionPostProcessFastNmsFloat")
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001960{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001961 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001962}
Sadik Armagan1625efc2021-06-10 18:24:34 +01001963TEST_CASE("DetectionPostProcessRegularNmsInt8")
Sadik Armagan303980c2020-04-17 12:45:14 +01001964{
Sadik Armagan1625efc2021-06-10 18:24:34 +01001965 DetectionPostProcessRegularNmsQuantizedTest<RefWorkloadFactory, DataType::QAsymmS8>();
Sadik Armagan303980c2020-04-17 12:45:14 +01001966}
Sadik Armagan1625efc2021-06-10 18:24:34 +01001967TEST_CASE("DetectionPostProcessFastNmsInt8")
Sadik Armagan303980c2020-04-17 12:45:14 +01001968{
Sadik Armagan1625efc2021-06-10 18:24:34 +01001969 DetectionPostProcessRegularNmsQuantizedTest<RefWorkloadFactory, DataType::QAsymmS8>();
Sadik Armagan303980c2020-04-17 12:45:14 +01001970}
Sadik Armagan1625efc2021-06-10 18:24:34 +01001971TEST_CASE("DetectionPostProcessRegularNmsUint8")
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001972{
Sadik Armagan1625efc2021-06-10 18:24:34 +01001973 DetectionPostProcessRegularNmsQuantizedTest<RefWorkloadFactory, DataType::QAsymmU8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001974}
Sadik Armagan1625efc2021-06-10 18:24:34 +01001975TEST_CASE("DetectionPostProcessFastNmsUint8")
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001976{
Sadik Armagan1625efc2021-06-10 18:24:34 +01001977 DetectionPostProcessRegularNmsQuantizedTest<RefWorkloadFactory, DataType::QAsymmU8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001978}
Sadik Armagan1625efc2021-06-10 18:24:34 +01001979TEST_CASE("DetectionPostProcessRegularNmsInt16")
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001980{
Sadik Armagan1625efc2021-06-10 18:24:34 +01001981 DetectionPostProcessRegularNmsQuantizedTest<RefWorkloadFactory, DataType::QSymmS16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001982}
Sadik Armagan1625efc2021-06-10 18:24:34 +01001983TEST_CASE("DetectionPostProcessFastNmsInt16")
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001984{
Sadik Armagan1625efc2021-06-10 18:24:34 +01001985 DetectionPostProcessFastNmsQuantizedTest<RefWorkloadFactory, DataType::QSymmS16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001986}
1987
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001988// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001989ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1990ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001991ARMNN_AUTO_TEST_CASE(DequantizeSimpleAsymmInt8, DequantizeSimpleAsymmInt8Test)
1992ARMNN_AUTO_TEST_CASE(DequantizeOffsetAsymmInt8, DequantizeOffsetAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001993ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8, DequantizeSimpleInt8Test)
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001994ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001995ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001996ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8ToFp16, DequantizeSimpleInt8ToFp16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001997ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001998
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001999// Quantize
Finn Williamsec36d3e2020-08-28 13:17:05 +01002000ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
2001ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampUint8, QuantizeClampUint8Test)
2002ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampAsymmInt8, QuantizeClampAsymmInt8Test)
2003ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampInt8, QuantizeClampInt8Test)
2004ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampInt16, QuantizeClampInt16Test)
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01002005
Matteo Martincighab9e5252019-06-13 17:27:46 +01002006// PReLU
Finn Williams826a5432020-08-27 16:15:20 +01002007ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest<DataType::Float32>)
2008ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat16, PreluTest<DataType::Float16>)
2009ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest<DataType::QAsymmU8>)
2010ARMNN_AUTO_TEST_CASE_WITH_THF(PreluInt16, PreluTest<DataType::QSymmS16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01002011
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +01002012// Slice
2013ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
2014ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
2015ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
2016ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
2017
2018ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
2019ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
2020ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
2021ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
2022
2023ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
2024ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
2025ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
2026ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
2027
Mike Kellyc9ea45a2020-02-28 18:11:58 +00002028// Transpose
Finn Williamsec36d3e2020-08-28 13:17:05 +01002029ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeBFloat16, SimpleTransposeTest<DataType::BFloat16>)
2030ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeBFloat16ValueSet1Test, TransposeValueSet1Test<DataType::BFloat16>)
2031ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeBFloat16ValueSet2Test, TransposeValueSet2Test<DataType::BFloat16>)
2032ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeBFloat16ValueSet3Test, TransposeValueSet3Test<DataType::BFloat16>)
2033ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
2034ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
2035ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
2036ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
2037ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymmS8, SimpleTransposeTest<DataType::QAsymmS8>)
2038ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
2039ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
2040ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
2041ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
2042ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
2043ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
2044ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
2045ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
2046ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
2047ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
2048ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
Mike Kellyc9ea45a2020-02-28 18:11:58 +00002049
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002050// TransposeConvolution2d
Finn Williamsec36d3e2020-08-28 13:17:05 +01002051ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw,
2052 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2053 true,
2054 DataLayout::NCHW)
2055ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc,
2056 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2057 true,
2058 DataLayout::NHWC)
2059ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dInt8Nchw,
2060 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2061 true,
2062 DataLayout::NCHW)
2063ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dInt8Nhwc,
2064 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2065 true,
2066 DataLayout::NHWC)
2067ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw,
2068 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2069 true,
2070 DataLayout::NCHW)
2071ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc,
2072 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2073 true,
2074 DataLayout::NHWC)
2075ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dInt16Nchw,
2076 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2077 true,
2078 DataLayout::NCHW)
2079ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dInt16Nhwc,
2080 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2081 true,
2082 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002083
Finn Williamsec36d3e2020-08-28 13:17:05 +01002084ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw,
2085 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2086 false,
2087 DataLayout::NCHW)
2088ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
2089 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2090 true,
2091 DataLayout::NHWC)
2092ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dInt8Nchw,
Sadik Armagan303980c2020-04-17 12:45:14 +01002093 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2094 true,
2095 DataLayout::NCHW)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002096ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dInt8Nhwc,
Sadik Armagan303980c2020-04-17 12:45:14 +01002097 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2098 true,
2099 DataLayout::NHWC)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002100ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
2101 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2102 true,
2103 DataLayout::NCHW)
2104ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
2105 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2106 true,
2107 DataLayout::NHWC)
2108ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
2109 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2110 true,
2111 DataLayout::NCHW)
2112ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
2113 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2114 true,
2115 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002116
Finn Williamsec36d3e2020-08-28 13:17:05 +01002117ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw,
2118 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2119 true,
2120 DataLayout::NCHW)
2121ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc,
2122 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2123 true,
2124 DataLayout::NHWC)
2125ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dInt8Nchw,
Sadik Armagan303980c2020-04-17 12:45:14 +01002126 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2127 true,
2128 DataLayout::NCHW)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002129ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dInt8Nhwc,
Sadik Armagan303980c2020-04-17 12:45:14 +01002130 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2131 true,
2132 DataLayout::NHWC)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002133ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw,
2134 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2135 true,
2136 DataLayout::NCHW)
2137ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc,
2138 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2139 true,
2140 DataLayout::NHWC)
2141ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dInt16Nchw,
2142 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2143 true,
2144 DataLayout::NCHW)
2145ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dInt16Nhwc,
2146 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2147 true,
2148 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002149
Finn Williamsec36d3e2020-08-28 13:17:05 +01002150ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw,
2151 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2152 false,
2153 DataLayout::NCHW)
2154ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
2155 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2156 true,
2157 DataLayout::NHWC)
2158ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
Sadik Armagan303980c2020-04-17 12:45:14 +01002159 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2160 true,
2161 DataLayout::NCHW)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002162ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
Sadik Armagan303980c2020-04-17 12:45:14 +01002163 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2164 true,
2165 DataLayout::NHWC)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002166ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
2167 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2168 true,
2169 DataLayout::NCHW)
2170ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
2171 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2172 true,
2173 DataLayout::NHWC)
2174ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
2175 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2176 true,
2177 DataLayout::NCHW)
2178ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
2179 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2180 true,
2181 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002182
Finn Williamsec36d3e2020-08-28 13:17:05 +01002183ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw,
2184 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2185 true,
2186 DataLayout::NCHW)
2187ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc,
2188 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2189 true,
2190 DataLayout::NHWC)
2191ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dInt8Nchw,
Sadik Armagan303980c2020-04-17 12:45:14 +01002192 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2193 true,
2194 DataLayout::NCHW)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002195ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dInt8Nhwc,
Sadik Armagan303980c2020-04-17 12:45:14 +01002196 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2197 true,
2198 DataLayout::NHWC)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002199ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw,
2200 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2201 true,
2202 DataLayout::NCHW)
2203ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc,
2204 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2205 true,
2206 DataLayout::NHWC)
2207ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dInt16Nchw,
2208 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2209 true,
2210 DataLayout::NCHW)
2211ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dInt16Nhwc,
2212 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2213 true,
2214 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002215
Finn Williamsec36d3e2020-08-28 13:17:05 +01002216ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw,
2217 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2218 false,
2219 DataLayout::NCHW)
2220ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc,
2221 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2222 true,
2223 DataLayout::NHWC)
2224ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dInt8Nchw,
Sadik Armagan303980c2020-04-17 12:45:14 +01002225 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2226 true,
2227 DataLayout::NCHW)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002228ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dInt8Nhwc,
Sadik Armagan303980c2020-04-17 12:45:14 +01002229 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2230 true,
2231 DataLayout::NHWC)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002232ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw,
2233 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2234 true,
2235 DataLayout::NCHW)
2236ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
2237 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2238 true,
2239 DataLayout::NHWC)
2240ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dInt16Nchw,
2241 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2242 true,
2243 DataLayout::NCHW)
2244ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
2245 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2246 true,
2247 DataLayout::NCHW)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002248
Finn Williamsec36d3e2020-08-28 13:17:05 +01002249ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw,
2250 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2251 DataLayout::NCHW)
2252ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc,
2253 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2254 DataLayout::NHWC)
2255ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dInt8Nchw,
Sadik Armagan303980c2020-04-17 12:45:14 +01002256 MultiChannelTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2257 DataLayout::NCHW)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002258ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dInt8Nhwc,
Sadik Armagan303980c2020-04-17 12:45:14 +01002259 MultiChannelTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2260 DataLayout::NHWC)
Finn Williamsec36d3e2020-08-28 13:17:05 +01002261ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw,
2262 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2263 DataLayout::NCHW)
2264ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc,
2265 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
2266 DataLayout::NHWC)
2267ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dInt16Nchw,
2268 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2269 DataLayout::NCHW)
2270ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dInt16Nhwc,
2271 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
2272 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002273
Finn Williamsec36d3e2020-08-28 13:17:05 +01002274ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeConvolution2dPerAxisQuantTestNchw,
2275 TransposeConvolution2dPerAxisQuantTest,
2276 DataLayout::NCHW);
2277ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeConvolution2dPerAxisQuantTestNhwc,
2278 TransposeConvolution2dPerAxisQuantTest,
2279 DataLayout::NHWC);
Aron Virginas-Tar94d3b932019-11-11 12:54:47 +00002280
Matthew Jackson81e601c2019-07-11 12:07:09 +01002281// Stack
Sadik Armagan5e719842020-08-28 12:17:33 +01002282ARMNN_AUTO_TEST_CASE_WITH_THF(Stack0Axis, StackAxis0Float32Test)
2283ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
2284ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
2285ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
2286ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
2287ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput5D, StackOutput5DFloat32Test)
2288ARMNN_AUTO_TEST_CASE_WITH_THF(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01002289
Sadik Armaganac472102020-03-24 09:54:36 +00002290// Neg
Keith Davis33a626f2020-08-27 15:38:12 +01002291ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest<DataType::Float32>)
2292ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest<DataType::Float32>)
2293ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest<DataType::Float32>)
2294ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest<DataType::Float32>)
2295ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2dFloat16, Neg2dTest<DataType::Float16>)
2296ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3dFloat16, Neg3dTest<DataType::Float16>)
2297ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2dQuantisedAsymmS8, Neg2dTest<DataType::QAsymmS8>)
2298ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3dQuantisedAsymmS8, Neg3dTest<DataType::QAsymmS8>)
2299ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2dQuantisedAsymm8, Neg2dTest<DataType::QAsymmU8>)
2300ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3dQuantisedAsymm8, Neg3dTest<DataType::QAsymmU8>)
2301ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2dQuantisedSymm16, Neg2dTest<DataType::QSymmS16>)
2302ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3dQuantisedSymm16, Neg3dTest<DataType::QSymmS16>)
Sadik Armaganac472102020-03-24 09:54:36 +00002303
Sadik Armagan9fabf432020-05-27 13:40:58 +01002304// Exp
Keith Davis33a626f2020-08-27 15:38:12 +01002305ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest<DataType::Float32>)
2306ARMNN_AUTO_TEST_CASE_WITH_THF(Exo3d, Exp3dTest<DataType::Float32>)
2307ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest<DataType::Float32>)
2308ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest<DataType::Float32>)
2309ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2dFloat16, Exp2dTest<DataType::Float16>)
2310ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3dFloat16, Exp3dTest<DataType::Float16>)
2311ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2dQuantisedAsymmS8, Exp2dTest<DataType::QAsymmS8>)
2312ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3dQuantisedAsymmS8, Exp3dTest<DataType::QAsymmS8>)
2313ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2dQuantisedAsymm8, Exp2dTest<DataType::QAsymmU8>)
2314ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3dQuantisedAsymm8, Exp3dTest<DataType::QAsymmU8>)
2315ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2dQuantisedSymm16, Exp2dTest<DataType::QSymmS16>)
2316ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3dQuantisedSymm16, Exp3dTest<DataType::QSymmS16>)
Sadik Armagan9fabf432020-05-27 13:40:58 +01002317
Teresa Charlin50de4fa2021-05-31 18:47:33 +01002318// Log
2319ARMNN_AUTO_TEST_CASE_WITH_THF(Log2d, Log2dTest<DataType::Float32>)
2320ARMNN_AUTO_TEST_CASE_WITH_THF(Log3d, Log3dTest<DataType::Float32>)
2321ARMNN_AUTO_TEST_CASE_WITH_THF(LogZero, LogZeroTest<DataType::Float32>)
2322ARMNN_AUTO_TEST_CASE_WITH_THF(LogNegative, LogNegativeTest<DataType::Float32>)
2323ARMNN_AUTO_TEST_CASE_WITH_THF(Log2dFloat16, Log2dTest<DataType::Float16>)
2324ARMNN_AUTO_TEST_CASE_WITH_THF(Log3dFloat16, Log3dTest<DataType::Float16>)
2325ARMNN_AUTO_TEST_CASE_WITH_THF(Log2dQuantisedAsymmS8, Log2dTest<DataType::QAsymmS8>)
2326ARMNN_AUTO_TEST_CASE_WITH_THF(Log3dQuantisedAsymmS8, Log3dTest<DataType::QAsymmS8>)
2327ARMNN_AUTO_TEST_CASE_WITH_THF(Log2dQuantisedAsymm8, Log2dTest<DataType::QAsymmU8>)
2328ARMNN_AUTO_TEST_CASE_WITH_THF(Log3dQuantisedAsymm8, Log3dTest<DataType::QAsymmU8>)
2329ARMNN_AUTO_TEST_CASE_WITH_THF(Log2dQuantisedSymm16, Log2dTest<DataType::QSymmS16>)
2330ARMNN_AUTO_TEST_CASE_WITH_THF(Log3dQuantisedSymm16, Log3dTest<DataType::QSymmS16>)
2331
2332// Sin
2333ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2d, Sin2dTest<DataType::Float32>)
2334ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3d, Sin3dTest<DataType::Float32>)
2335ARMNN_AUTO_TEST_CASE_WITH_THF(SinZero, SinZeroTest<DataType::Float32>)
2336ARMNN_AUTO_TEST_CASE_WITH_THF(SinNegative, SinNegativeTest<DataType::Float32>)
2337ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2dFloat16, Sin2dTest<DataType::Float16>)
2338ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3dFloat16, Sin3dTest<DataType::Float16>)
2339ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2dQuantisedAsymmS8, Sin2dTest<DataType::QAsymmS8>)
2340ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3dQuantisedAsymmS8, Sin3dTest<DataType::QAsymmS8>)
2341ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2dQuantisedAsymm8, Sin2dTest<DataType::QAsymmU8>)
2342ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3dQuantisedAsymm8, Sin3dTest<DataType::QAsymmU8>)
2343ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2dQuantisedSymm16, Sin2dTest<DataType::QSymmS16>)
2344ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3dQuantisedSymm16, Sin3dTest<DataType::QSymmS16>)
2345
2346//Logical
James Conroyaba90cd2020-11-06 16:28:18 +00002347ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNot, LogicalNotTest)
2348ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNotInt, LogicalNotIntTest)
2349ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAnd, LogicalAndTest)
2350ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOr, LogicalOrTest)
2351ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndInt, LogicalAndIntTest)
2352ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrInt, LogicalOrIntTest)
2353ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast1, LogicalAndBroadcast1Test)
2354ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast1, LogicalOrBroadcast1Test)
2355ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast2, LogicalAndBroadcast2Test)
2356ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast2, LogicalOrBroadcast2Test)
2357ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast3, LogicalAndBroadcast3Test)
2358ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast3, LogicalOrBroadcast3Test)
2359
Sadik Armagan0c3ea5b2021-02-03 09:29:30 +00002360// ReduceSum
2361ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumFloat32, ReduceSumSimpleTest<DataType::Float32>)
2362ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_1, ReduceSumSingleAxisTest1<DataType::Float32>)
2363ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_2, ReduceSumSingleAxisTest2<DataType::Float32>)
2364ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_3, ReduceSumSingleAxisTest3<DataType::Float32>)
2365ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumMultipleAxisFloat32, ReduceSumMultipleAxisTest<DataType::Float32>)
2366
Teresa Charlin4e3e8312021-08-05 12:34:37 +01002367// ReduceProd
2368ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdFloat32, ReduceProdSimpleTest<DataType::Float32>)
2369ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_1, ReduceProdSingleAxisTest1<DataType::Float32>)
2370ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_2, ReduceProdSingleAxisTest2<DataType::Float32>)
2371ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_3, ReduceProdSingleAxisTest3<DataType::Float32>)
2372ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdMultipleAxisFloat32, ReduceProdMultipleAxisTest<DataType::Float32>)
2373
Sadik Armagana2747482021-02-09 10:28:54 +00002374// ReduceMax
2375ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxFloat32, ReduceMaxSimpleTest<DataType::Float32>)
2376ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxNegativeAxisFloat32, ReduceMaxNegativeAxisTest<DataType::Float32>)
2377ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMax2Float32, ReduceMaxSimpleTest2<DataType::Float32>)
2378
2379// ReduceMin
2380ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinFloat32, ReduceMinSimpleTest<DataType::Float32>)
2381ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinNegativeAxisFloat32, ReduceMinNegativeAxisTest<DataType::Float32>)
2382
Narumol Prangnawarate5339e72021-07-28 17:33:28 +01002383// Unidirectional Sequence Lstm
2384ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32,
2385 UnidirectionalSequenceLstmLayerFloat32Test)
2386ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32TimeMajor,
2387 UnidirectionalSequenceLstmLayerFloat32TimeMajorTest)
2388ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjection,
2389 UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionTest)
2390ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNorm,
2391 UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNormTest)
2392ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjection,
2393 UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjectionTest)
Narumol Prangnawaratbd575b22021-08-31 16:53:54 +01002394ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerInt8,
2395 UnidirectionalSequenceLstmLayerInt8Test)
2396ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerInt8TimeMajor,
2397 UnidirectionalSequenceLstmLayerInt8TimeMajorTest)
2398ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerInt8NoCifgWithPeepholeWithProjection,
2399 UnidirectionalSequenceLstmLayerInt8NoCifgWithPeepholeWithProjectionTest)
2400ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerInt8NoCifgWithPeepholeWithProjectionWithLayerNorm,
2401 UnidirectionalSequenceLstmLayerInt8NoCifgWithPeepholeWithProjectionWithLayerNormTest)
2402ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmInt8WithCifgWithPeepholeNoProjection,
2403 UnidirectionalSequenceLstmInt8WithCifgWithPeepholeNoProjectionTest)
Narumol Prangnawarate5339e72021-07-28 17:33:28 +01002404
Sadik Armagan1625efc2021-06-10 18:24:34 +01002405}