blob: 4feba22fcd3a1be9f728e74d677a3dde02d3874b [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
arovir0143095f32018-10-09 18:04:24 +010014#include <boost/test/unit_test.hpp>
telsoa014fcda012018-03-09 14:13:49 +000015
16BOOST_AUTO_TEST_SUITE(Compute_Reference)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010017
18using namespace armnn;
19
20using FactoryType = RefWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +000021
22// ============================================================================
23// UNIT tests
24
25// Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +010026ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
27ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NCHW)
28ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
29ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NHWC)
30ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5QSymm16, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NCHW)
31ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x5QSymm16Nhwc,
32 SimpleConvolution2d3x5QSymm16Test,
33 true,
34 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000035
Keith Davisf500d6c2020-08-31 08:32:55 +010036ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
37ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NCHW)
38ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
39ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000040
Keith Davisf500d6c2020-08-31 08:32:55 +010041ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true)
42ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1dUint8, Convolution1dUint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +000043
Keith Davisf500d6c2020-08-31 08:32:55 +010044ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, DataLayout::NCHW)
45ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
46ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3QSymm16, SimpleConvolution2d3x3QSymm16Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +000047
Keith Davisf500d6c2020-08-31 08:32:55 +010048ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, DataLayout::NHWC)
49ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
50ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3QSymm16Nhwc, SimpleConvolution2d3x3QSymm16Test, true,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010051 DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010052
Keith Davisf500d6c2020-08-31 08:32:55 +010053ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
54ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000055
Keith Davisf500d6c2020-08-31 08:32:55 +010056ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareStride2x2Nhwc,
Mike Kelly7332ed82018-12-20 17:03:06 +000057 SimpleConvolution2d3x3Stride2x2Test,
58 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010059 DataLayout::NHWC)
Mike Kelly7332ed82018-12-20 17:03:06 +000060
Keith Davisf500d6c2020-08-31 08:32:55 +010061ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize,
narpra015f703182018-10-26 16:24:58 +010062 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010063 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +010064ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding,
65 Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010066
Keith Davisf500d6c2020-08-31 08:32:55 +010067ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc,
narpra015f703182018-10-26 16:24:58 +010068 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010069 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +010070ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc,
narpra015f703182018-10-26 16:24:58 +010071 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010072 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000073
Keith Davisf500d6c2020-08-31 08:32:55 +010074ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
Nikhil Raje4dfd6e2018-10-18 10:11:04 +010075
Keith Davisf500d6c2020-08-31 08:32:55 +010076ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +000077 Convolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
78 false,
79 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +010080ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +000081 Convolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
82 false,
83 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +010084ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010085 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010086 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010087 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +010088ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010089 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010090 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010091 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +010092ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +010093 Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
94 false,
95 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +010096ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +010097 Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
98 false,
99 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100100ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000101 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100102 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100103 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100104ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000105 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100106 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100107 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100108ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000109 Convolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100110 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100111 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100112ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000113 Convolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100114 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100115 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100116
Keith Davisf500d6c2020-08-31 08:32:55 +0100117ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000118 Convolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
119 false,
120 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100121ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000122 Convolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
123 false,
124 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100125ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100126 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100127 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100128 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100129ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100130 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100131 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100132 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100133ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100134 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
135 false,
136 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100137ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100138 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
139 false,
140 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100141ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000142 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100143 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100144 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100145ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000146 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100147 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100148 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100149ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000150 Convolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100151 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100152 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100153ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000154 Convolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100155 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100156 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100157
Keith Davisf500d6c2020-08-31 08:32:55 +0100158ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000159 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::BFloat16, DataType::BFloat16>,
160 false,
161 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100162
163ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000164 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::BFloat16, DataType::BFloat16>,
165 false,
166 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100167ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100168 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100169 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100170 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100171ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100172 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100173 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100174 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100175ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100176 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmS8, DataType::Signed32>,
177 false,
178 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100179ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100180 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmS8, DataType::Signed32>,
181 false,
182 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100183ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000184 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100185 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100186 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100187ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000188 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100189 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100190 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100191ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000192 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100193 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100194 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100195ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000196 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100197 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100198 DataLayout::NHWC)
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100199
Keith Davisf500d6c2020-08-31 08:32:55 +0100200ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
201ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100202
Keith Davisf500d6c2020-08-31 08:32:55 +0100203ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Stride2x2Bf16,
204 Convolution2d3x3Stride2x2BFloat16Test,
205 false,
206 DataLayout::NHWC);
207ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Stride2x2BFloat16SmallValue,
Narumol Prangnawarate8cddeb2020-04-01 16:51:23 +0100208 Convolution2d3x3Stride2x2BFloat16SmallValueTest,
209 false,
210 DataLayout::NHWC);
211
telsoa014fcda012018-03-09 14:13:49 +0000212// Depthwise Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +0100213ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
214ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000215
Keith Davisf500d6c2020-08-31 08:32:55 +0100216ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
217ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dUint8,
jimfly01d84216a2018-10-26 12:56:21 +0100218 DepthwiseConvolution2dUint8Test,
219 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100220 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100221ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100222
Keith Davisf500d6c2020-08-31 08:32:55 +0100223ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
224ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100225
Keith Davisf500d6c2020-08-31 08:32:55 +0100226ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
227ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dUint8Nhwc,
jimfly01d84216a2018-10-26 12:56:21 +0100228 DepthwiseConvolution2dUint8Test,
229 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100230 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100231ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
232ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100233 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000234
Keith Davisf500d6c2020-08-31 08:32:55 +0100235ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100236 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100237 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100238 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100239ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100240 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100241 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100242 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100243ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000244 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
245 false,
246 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100247ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000248 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
249 false,
250 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100251ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100252 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
253 false,
254 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100255ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100256 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
257 false,
258 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100259ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000260 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100261 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100262 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100263ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000264 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100265 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100266 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100267ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000268 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
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(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000272 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100273 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100274 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100275
Keith Davisf500d6c2020-08-31 08:32:55 +0100276ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100277 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100278 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100279 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100280ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100281 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100282 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100283 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100284ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000285 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
286 false,
287 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100288ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3NhwcBFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000289 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
290 false,
291 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100292ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3Int8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100293 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
294 false,
295 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100296ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt8,
Sadik Armagan303980c2020-04-17 12:45:14 +0100297 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
298 false,
299 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100300ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000301 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100302 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100303 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100304ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000305 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100306 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100307 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100308ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000309 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
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(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000313 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
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(DepthwiseConvolution2dMult4,
Kevin May665a964a2019-08-21 16:53:50 +0100317 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
318 false,
319 armnn::DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100320ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2,
Kevin May665a964a2019-08-21 16:53:50 +0100321 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
322 false,
323 armnn::DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100324ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult4BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000325 DepthwiseConvolution2dMult4Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
326 false,
327 armnn::DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100328ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2BFloat16,
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000329 DepthwiseConvolution2dMult2Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
330 false,
331 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000332
Keith Davisf500d6c2020-08-31 08:32:55 +0100333ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100334 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100335ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100336 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100337ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100338 DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100339
Keith Davisf500d6c2020-08-31 08:32:55 +0100340ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100341 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100342ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100343 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100344
Keith Davisf500d6c2020-08-31 08:32:55 +0100345ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100346 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100347ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100348 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100349
Keith Davisf500d6c2020-08-31 08:32:55 +0100350ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100351 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100352ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100353 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000354
Keith Davisf500d6c2020-08-31 08:32:55 +0100355ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100356 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100357ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100358 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100359ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100360 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100361ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100362 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100363
Keith Davisf500d6c2020-08-31 08:32:55 +0100364ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
Matthew Jacksond6a9dee2019-07-22 13:53:24 +0100365
Keith Davisf500d6c2020-08-31 08:32:55 +0100366ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
Teresa Charlind8df0262019-11-11 12:28:15 +0000367 DataLayout::NCHW);
Keith Davisf500d6c2020-08-31 08:32:55 +0100368ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
Teresa Charlind8df0262019-11-11 12:28:15 +0000369 DataLayout::NHWC);
370
telsoa014fcda012018-03-09 14:13:49 +0000371// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100372//MaxPooling
telsoa014fcda012018-03-09 14:13:49 +0000373ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
374ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100375ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000376
377ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
378ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100379ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000380
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100381ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
382ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
383ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
384ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
385ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
386ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000387
Teresa Charlin0434df62019-06-06 13:40:35 +0100388ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
389ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
390ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
391ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
392ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
393ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
394
395//AveragePooling
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100396ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
397ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
398ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
399ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
400ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
401ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100402
403ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
404ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
405ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
406ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
407ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
408 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
409ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
410 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
411ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
412ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
413ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000414
surmeh01bceff2f2018-03-29 16:29:27 +0100415ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
416 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
417ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
418 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000419
420ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
421ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100422ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
423
424//L2Pooling
425ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
426ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
427ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
428
429ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
430ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
431ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000432
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100433ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
434ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
435ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
436ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
437ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
438ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000439
440ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
441ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100442ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000443
Teresa Charlin0434df62019-06-06 13:40:35 +0100444//NonSquarePooling
telsoa014fcda012018-03-09 14:13:49 +0000445ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
446ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100447ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
448
telsoa014fcda012018-03-09 14:13:49 +0000449
Teresa Charlin18515e22019-04-24 10:17:46 +0100450// Linear Activation
telsoa014fcda012018-03-09 14:13:49 +0000451ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
452ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100453ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000454
Kevin May09ca49c2019-10-09 12:37:34 +0100455// InstanceNormalization
456ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
457ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
458
459ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
460ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
461
462ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
463ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
464
465ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
466ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
467
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100468// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000469ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
470ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100471ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000472
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000473// Softmax
Sadik Armagan56785c72020-08-27 12:57:20 +0100474ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
475ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
476ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
477ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
telsoa014fcda012018-03-09 14:13:49 +0000478
Sadik Armagan56785c72020-08-27 12:57:20 +0100479ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
480ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000481
Sadik Armagan56785c72020-08-27 12:57:20 +0100482ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
483ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000484
Sadik Armagan56785c72020-08-27 12:57:20 +0100485ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxFloat16, SimpleSoftmaxFloat16Test, 1.0f)
486ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dSoftmaxFloat16, Simple3dSoftmaxFloat16Test, 1.0f)
487ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dSoftmaxFloat16, Simple4dSoftmaxFloat16Test, 1.0f)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100488
Sadik Armagan56785c72020-08-27 12:57:20 +0100489ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
490ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
491ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
nikraj01248683f2019-05-29 16:46:50 +0100492
Sadik Armagan56785c72020-08-27 12:57:20 +0100493ARMNN_AUTO_TEST_CASE_WITH_THF(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
494ARMNN_AUTO_TEST_CASE_WITH_THF(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
Francis Murtagh07f21212019-07-23 09:50:50 +0100495
Sadik Armagan56785c72020-08-27 12:57:20 +0100496ARMNN_AUTO_TEST_CASE_WITH_THF(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
497ARMNN_AUTO_TEST_CASE_WITH_THF(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
Francis Murtagh07f21212019-07-23 09:50:50 +0100498
Sadik Armagan56785c72020-08-27 12:57:20 +0100499ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
500ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
501ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
Francis Murtagh07f21212019-07-23 09:50:50 +0100502
Sadik Armagan56785c72020-08-27 12:57:20 +0100503ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
504ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
505ARMNN_AUTO_TEST_CASE_WITH_THF(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
Francis Murtagh07f21212019-07-23 09:50:50 +0100506
Sadik Armagan56785c72020-08-27 12:57:20 +0100507ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
508ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
509ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
510ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
Francis Murtagh07f21212019-07-23 09:50:50 +0100511
Sadik Armagan56785c72020-08-27 12:57:20 +0100512ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
513ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
514ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
515ARMNN_AUTO_TEST_CASE_WITH_THF(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
Francis Murtagh07f21212019-07-23 09:50:50 +0100516
Teresa Charlin18515e22019-04-24 10:17:46 +0100517// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000518ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
519ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100520ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000521
Teresa Charlin18515e22019-04-24 10:17:46 +0100522// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000523ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
524ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
525ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
526ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100527ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
528
529// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100530ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
531ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100532ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
533
534// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100535ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
536ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100537ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
538
konsof017f6db402019-06-07 15:15:58 +0100539
Teresa Charlin18515e22019-04-24 10:17:46 +0100540// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100541ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
542ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100543ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
544
545// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100546ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
547ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100548ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
549
550// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100551ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +0100552ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
konsof017f6db402019-06-07 15:15:58 +0100553ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100554ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
555
556// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100557ARMNN_AUTO_TEST_CASE(Square, SquareTest)
558ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100559ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
560
561// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100562ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
563ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100564ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
565
David Monahan3b3c3812020-02-25 09:03:29 +0000566// Elu Activation
567ARMNN_AUTO_TEST_CASE(Elu, EluTest)
568ARMNN_AUTO_TEST_CASE(EluUint8, EluUint8Test)
569ARMNN_AUTO_TEST_CASE(EluInt16, EluInt16Test)
Colm Donelan03fbeaf2020-02-26 15:39:23 +0000570// HardSwish Activation
571ARMNN_AUTO_TEST_CASE(HardSwish, HardSwishTest)
572ARMNN_AUTO_TEST_CASE(HardSwishUint8, HardSwishUint8Test)
573ARMNN_AUTO_TEST_CASE(HardSwishInt16, HardSwishInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000574
Francis Murtagh46c09d02019-05-28 08:15:28 +0100575// Fully Connected
Finn Williams7faf9a82020-08-27 10:37:36 +0100576ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
577ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
578ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedQSymm16, FullyConnectedTest<DataType::QSymmS16>, false)
579ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
580ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
581ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QSymmS16>, true)
582ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
telsoa014fcda012018-03-09 14:13:49 +0000583
Finn Williams7faf9a82020-08-27 10:37:36 +0100584ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false)
585ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
telsoa014fcda012018-03-09 14:13:49 +0000586
587// Splitter
Sadik Armagan5e719842020-08-28 12:17:33 +0100588ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat32, SplitterFloat32Test)
589ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat16, SplitterFloat16Test)
590ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterUint8, SplitterUint8Test)
591ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000592
Sadik Armagan5e719842020-08-28 12:17:33 +0100593ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
594ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat16, CopyViaSplitterFloat16Test)
595ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
596ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000597
Jim Flynn4ed6c832019-05-20 11:02:46 +0100598// Concat
Keith Davisf500d6c2020-08-31 08:32:55 +0100599ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConcat, ConcatTest)
600ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatBFloat16, ConcatBFloat16Test)
601ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatFloat16, ConcatFloat16Test)
602ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8, ConcatUint8Test)
603ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
604ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint16, ConcatUint16Test)
605ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000606 ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, true)
Keith Davisf500d6c2020-08-31 08:32:55 +0100607ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatInt16DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000608 ConcatDifferentInputOutputQParamTest<DataType::QSymmS16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000609
610// Add
611ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100612ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000613ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
614ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
615
616ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
617ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
618ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
619
Sadik Armagan2999a022019-04-09 14:20:12 +0100620ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
621ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
622ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
623
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100624ARMNN_AUTO_TEST_CASE(AdditionInt32, AdditionInt32Test)
625ARMNN_AUTO_TEST_CASE(AddBroadcastInt32, AdditionBroadcastInt32Test)
626ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt32, AdditionBroadcast1ElementInt32Test)
627
David Beckf195f032018-09-06 16:46:34 +0100628// Sub
629ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
630ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
631ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
632
Matthew Jackson9bff1442019-09-12 09:08:23 +0100633ARMNN_AUTO_TEST_CASE(SimpleSubFloat16, SubtractionTest)
634ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementFloat16, SubtractionBroadcast1ElementTest)
635ARMNN_AUTO_TEST_CASE(SubBroadcastFloat16, SubtractionBroadcastTest)
636
David Beck4a8692c2018-09-07 16:19:24 +0100637ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100638ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
639ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
640
Sadik Armagan2999a022019-04-09 14:20:12 +0100641ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
642ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
643ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
644
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100645ARMNN_AUTO_TEST_CASE(SubtractionInt32, SubtractionInt32Test)
646ARMNN_AUTO_TEST_CASE(SubBroadcastInt32, SubtractionBroadcastInt32Test)
647ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt32, SubtractionBroadcast1ElementInt32Test)
648
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100649// Div
650ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100651ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100652ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
653ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100654
655ARMNN_AUTO_TEST_CASE(DivisionFloat16, DivisionFloat16Test)
656ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1Element, DivisionBroadcast1ElementFloat16Test)
657ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1DVector, DivisionBroadcast1DVectorFloat16Test)
658
David Beck5cd01f32018-09-12 16:00:08 +0100659// NOTE: division by zero for quantized div needs more attention
660// see IVGCVSW-1849
661ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
662ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
663ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100664
Sadik Armagan2999a022019-04-09 14:20:12 +0100665ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
666ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
667ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
668
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100669ARMNN_AUTO_TEST_CASE(DivisionInt32, DivisionInt32Test)
670ARMNN_AUTO_TEST_CASE(DivisionInt32Broadcast1Element, DivisionBroadcast1ElementInt32Test)
671ARMNN_AUTO_TEST_CASE(DivisionInt32Broadcast1DVector, DivisionBroadcast1DVectorInt32Test)
672
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000673// Equal
Keith Davisf500d6c2020-08-31 08:32:55 +0100674ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimple, EqualSimpleTest)
675ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1Element, EqualBroadcast1ElementTest)
676ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100677
Keith Davisf500d6c2020-08-31 08:32:55 +0100678ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleFloat16, EqualSimpleFloat16Test)
679ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
680ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100681
Keith Davisf500d6c2020-08-31 08:32:55 +0100682ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleUint8, EqualSimpleUint8Test)
683ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
684ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000685
FrancisMurtagh878f0232018-12-19 10:56:15 +0000686// Greater
Keith Davisf500d6c2020-08-31 08:32:55 +0100687ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimple, GreaterSimpleTest)
688ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
689ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100690
Keith Davisf500d6c2020-08-31 08:32:55 +0100691ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleFloat16, GreaterSimpleFloat16Test)
692ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
693ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100694
Keith Davisf500d6c2020-08-31 08:32:55 +0100695ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleUint8, GreaterSimpleUint8Test)
696ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
697ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100698
699// GreaterOrEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100700ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
701ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
702ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100703
Keith Davisf500d6c2020-08-31 08:32:55 +0100704ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test)
705ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test)
706ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100707
Keith Davisf500d6c2020-08-31 08:32:55 +0100708ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
709ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
710ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100711
712// Less
Keith Davisf500d6c2020-08-31 08:32:55 +0100713ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimple, LessSimpleTest)
714ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1Element, LessBroadcast1ElementTest)
715ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVector, LessBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100716
Keith Davisf500d6c2020-08-31 08:32:55 +0100717ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleFloat16, LessSimpleFloat16Test)
718ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test)
719ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100720
Keith Davisf500d6c2020-08-31 08:32:55 +0100721ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleUint8, LessSimpleUint8Test)
722ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
723ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100724
Teresa Charlin2b030d92020-03-27 16:40:56 +0000725// LessOrEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100726ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimple, LessOrEqualSimpleTest)
727ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
728ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100729
Keith Davisf500d6c2020-08-31 08:32:55 +0100730ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test)
731ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test)
732ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100733
Keith Davisf500d6c2020-08-31 08:32:55 +0100734ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
735ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
736ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100737
738// NotEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100739ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimple, NotEqualSimpleTest)
740ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
741ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100742
Keith Davisf500d6c2020-08-31 08:32:55 +0100743ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test)
744ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test)
745ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100746
Keith Davisf500d6c2020-08-31 08:32:55 +0100747ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
748ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
749ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000750
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000751// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000752ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
753ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
754ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100755ARMNN_AUTO_TEST_CASE(MaximumFloat16, MaximumFloat16Test)
756ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementFloat16, MaximumBroadcast1ElementFloat16Test)
757ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorFloat16, MaximumBroadcast1DVectorFloat16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000758ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
759ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
760ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100761ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
762ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
763ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100764ARMNN_AUTO_TEST_CASE(MaximumInt32, MaximumInt32Test)
765ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt32, MaximumBroadcast1ElementInt32Test)
766ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt32, MaximumBroadcast1DVectorInt32Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000767
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000768// Min
769ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
770ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
771ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100772ARMNN_AUTO_TEST_CASE(MinimumFloat16, MinimumFloat16Test)
773ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementFloat16, MinimumBroadcast1ElementFloat16Test)
774ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorFloat16, MinimumBroadcast1DVectorFloat16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100775ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
776ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
777ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100778ARMNN_AUTO_TEST_CASE(MinimumInt32, MinimumInt32Test)
779ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt32, MinimumBroadcast1ElementInt32Test)
780ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt32, MinimumBroadcast1DVectorInt32Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000781
telsoa014fcda012018-03-09 14:13:49 +0000782// Mul
783ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100784ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
785ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000786ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100787ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
788ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100789ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
790ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
791ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Teresa Charlinecb6b8e2020-05-22 18:08:23 +0100792ARMNN_AUTO_TEST_CASE(MultiplicationInt32, MultiplicationInt32Test)
793ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt32, MultiplicationBroadcast1ElementInt32Test)
794ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt32, MultiplicationBroadcast1DVectorInt32Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100795ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000796
797// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100798ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
799ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
800ARMNN_AUTO_TEST_CASE(BatchNormFloat16, BatchNormFloat16Test)
801ARMNN_AUTO_TEST_CASE(BatchNormFloat16Nhwc, BatchNormFloat16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000802ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100803ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100804ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
805ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000806
Finn Williams2605b232020-06-10 15:53:46 +0100807// Rank
808ARMNN_AUTO_TEST_CASE(RankDimSize1Float16, RankDimSize1Test<DataType::Float16>)
809ARMNN_AUTO_TEST_CASE(RankDimSize1Float32, RankDimSize1Test<DataType::Float32>)
810ARMNN_AUTO_TEST_CASE(RankDimSize1QAsymmU8, RankDimSize1Test<DataType::QAsymmU8>)
811ARMNN_AUTO_TEST_CASE(RankDimSize1Signed32, RankDimSize1Test<DataType::Signed32>)
812ARMNN_AUTO_TEST_CASE(RankDimSize1QSymmS16, RankDimSize1Test<DataType::QSymmS16>)
813ARMNN_AUTO_TEST_CASE(RankDimSize1QSymmS8, RankDimSize1Test<DataType::QSymmS8>)
814ARMNN_AUTO_TEST_CASE(RankDimSize1QAsymmS8, RankDimSize1Test<DataType::QAsymmS8>)
815ARMNN_AUTO_TEST_CASE(RankDimSize1BFloat16, RankDimSize1Test<DataType::BFloat16>)
816
817ARMNN_AUTO_TEST_CASE(RankDimSize2Float16, RankDimSize2Test<DataType::Float16>)
818ARMNN_AUTO_TEST_CASE(RankDimSize2Float32, RankDimSize2Test<DataType::Float32>)
819ARMNN_AUTO_TEST_CASE(RankDimSize2QAsymmU8, RankDimSize2Test<DataType::QAsymmU8>)
820ARMNN_AUTO_TEST_CASE(RankDimSize2Signed32, RankDimSize2Test<DataType::Signed32>)
821ARMNN_AUTO_TEST_CASE(RankDimSize2QSymmS16, RankDimSize2Test<DataType::QSymmS16>)
822ARMNN_AUTO_TEST_CASE(RankDimSize2QSymmS8, RankDimSize2Test<DataType::QSymmS8>)
823ARMNN_AUTO_TEST_CASE(RankDimSize2QAsymmS8, RankDimSize2Test<DataType::QAsymmS8>)
824ARMNN_AUTO_TEST_CASE(RankDimSize2BFloat16, RankDimSize2Test<DataType::BFloat16>)
825
826ARMNN_AUTO_TEST_CASE(RankDimSize3Float16, RankDimSize3Test<DataType::Float16>)
827ARMNN_AUTO_TEST_CASE(RankDimSize3Float32, RankDimSize3Test<DataType::Float32>)
828ARMNN_AUTO_TEST_CASE(RankDimSize3QAsymmU8, RankDimSize3Test<DataType::QAsymmU8>)
829ARMNN_AUTO_TEST_CASE(RankDimSize3Signed32, RankDimSize3Test<DataType::Signed32>)
830ARMNN_AUTO_TEST_CASE(RankDimSize3QSymmS16, RankDimSize3Test<DataType::QSymmS16>)
831ARMNN_AUTO_TEST_CASE(RankDimSize3QSymmS8, RankDimSize3Test<DataType::QSymmS8>)
832ARMNN_AUTO_TEST_CASE(RankDimSize3QAsymmS8, RankDimSize3Test<DataType::QAsymmS8>)
833ARMNN_AUTO_TEST_CASE(RankDimSize3BFloat16, RankDimSize3Test<DataType::BFloat16>)
834
835ARMNN_AUTO_TEST_CASE(RankDimSize4Float16, RankDimSize4Test<DataType::Float16>)
836ARMNN_AUTO_TEST_CASE(RankDimSize4Float32, RankDimSize4Test<DataType::Float32>)
837ARMNN_AUTO_TEST_CASE(RankDimSize4QAsymmU8, RankDimSize4Test<DataType::QAsymmU8>)
838ARMNN_AUTO_TEST_CASE(RankDimSize4Signed32, RankDimSize4Test<DataType::Signed32>)
839ARMNN_AUTO_TEST_CASE(RankDimSize4QSymmS16, RankDimSize4Test<DataType::QSymmS16>)
840ARMNN_AUTO_TEST_CASE(RankDimSize4QSymmS8, RankDimSize4Test<DataType::QSymmS8>)
841ARMNN_AUTO_TEST_CASE(RankDimSize4QAsymmS8, RankDimSize4Test<DataType::QAsymmS8>)
842ARMNN_AUTO_TEST_CASE(RankDimSize4BFloat16, RankDimSize4Test<DataType::BFloat16>)
843
James Conroy59540822018-10-11 12:39:05 +0100844// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100845ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100846 SimpleResizeBilinearTest<DataType::Float32>,
847 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100848ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearFloat16,
849 SimpleResizeBilinearTest<DataType::Float16>,
850 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100851ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8,
852 SimpleResizeBilinearTest<DataType::QAsymmS8>,
853 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100854ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000855 SimpleResizeBilinearTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100856 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100857ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000858 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100859 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100860ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100861 ResizeBilinearNopTest<DataType::Float32>,
862 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100863ARMNN_AUTO_TEST_CASE(ResizeBilinearNopFloat16,
864 ResizeBilinearNopTest<DataType::Float16>,
865 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100866ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8,
867 ResizeBilinearNopTest<DataType::QAsymmS8>,
868 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100869ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000870 ResizeBilinearNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100871 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100872ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000873 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100874 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100875ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100876 ResizeBilinearSqMinTest<DataType::Float32>,
877 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100878ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinFloat16,
879 ResizeBilinearSqMinTest<DataType::Float16>,
880 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100881ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8,
882 ResizeBilinearSqMinTest<DataType::QAsymmS8>,
883 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100884ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000885 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100886 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100887ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000888 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100889 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100890ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100891 ResizeBilinearMinTest<DataType::Float32>,
892 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100893ARMNN_AUTO_TEST_CASE(ResizeBilinearMinFloat16,
894 ResizeBilinearMinTest<DataType::Float16>,
895 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100896ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8,
897 ResizeBilinearMinTest<DataType::QAsymmS8>,
898 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100899ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000900 ResizeBilinearMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100901 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100902ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000903 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100904 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100905ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100906 ResizeBilinearMagTest<DataType::Float32>,
907 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100908ARMNN_AUTO_TEST_CASE(ResizeBilinearMagFloat16,
909 ResizeBilinearMagTest<DataType::Float16>,
910 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100911ARMNN_AUTO_TEST_CASE(ResizeBilinearMagInt8,
912 ResizeBilinearMagTest<DataType::QAsymmS8>,
913 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100914ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000915 ResizeBilinearMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100916 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100917ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000918 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100919 DataLayout::NCHW)
David Monahanab219752020-06-19 16:43:48 +0100920ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinear,
921 HalfPixelCentersResizeBilinearTest<DataType::Float32>,
922 DataLayout::NCHW)
Teresa Charlin686f45c2020-07-23 17:59:00 +0100923ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearFloat16,
924 HalfPixelCentersResizeBilinearTest<DataType::Float16>,
925 DataLayout::NCHW)
926ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearInt8,
927 HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
928 DataLayout::NCHW)
929ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearUint8,
930 HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
931 DataLayout::NCHW)
932ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearUint16,
933 HalfPixelCentersResizeBilinearTest<DataType::QSymmS16>,
934 DataLayout::NCHW)
David Monahanab219752020-06-19 16:43:48 +0100935ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinear,
936 AlignCornersResizeBilinearTest<DataType::Float32>,
937 DataLayout::NCHW)
Teresa Charlin686f45c2020-07-23 17:59:00 +0100938ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearFloat16,
939 AlignCornersResizeBilinearTest<DataType::Float16>,
940 DataLayout::NCHW)
941ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearInt8,
942 AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
943 DataLayout::NCHW)
944ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearUint8,
945 AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
946 DataLayout::NCHW)
947ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearUint16,
948 AlignCornersResizeBilinearTest<DataType::QSymmS16>,
949 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000950
James Conroy59540822018-10-11 12:39:05 +0100951// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100952ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100953 ResizeBilinearNopTest<DataType::Float32>,
954 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100955ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwcFloat16,
956 ResizeBilinearNopTest<DataType::Float16>,
957 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100958ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8Nhwc,
959 ResizeBilinearNopTest<DataType::QAsymmS8>,
960 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100961ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000962 ResizeBilinearNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100963 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100964ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000965 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100966 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100967ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100968 SimpleResizeBilinearTest<DataType::Float32>,
969 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100970ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwcFloat16,
971 SimpleResizeBilinearTest<DataType::Float16>,
972 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100973ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8Nhwc,
974 SimpleResizeBilinearTest<DataType::QAsymmS8>,
975 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100976ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000977 SimpleResizeBilinearTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100978 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100979ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000980 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100981 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100982ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100983 ResizeBilinearSqMinTest<DataType::Float32>,
984 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100985ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwcFloat16,
986 ResizeBilinearSqMinTest<DataType::Float16>,
987 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100988ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8Nhwc,
989 ResizeBilinearSqMinTest<DataType::QAsymmS8>,
990 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100991ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000992 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100993 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100994ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000995 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100996 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100997ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100998 ResizeBilinearMinTest<DataType::Float32>,
999 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001000ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwcFloat16,
1001 ResizeBilinearMinTest<DataType::Float16>,
1002 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001003ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8Nhwc,
1004 ResizeBilinearMinTest<DataType::QAsymmS8>,
1005 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +01001006ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001007 ResizeBilinearMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001008 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +01001009ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001010 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001011 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +01001012ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001013 ResizeBilinearMagTest<DataType::Float32>,
1014 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001015ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwcFloat16,
1016 ResizeBilinearMagTest<DataType::Float16>,
1017 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001018ARMNN_AUTO_TEST_CASE(ResizeBilinearMagInt8Nhwc,
1019 ResizeBilinearMagTest<DataType::QAsymmS8>,
1020 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +01001021ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001022 ResizeBilinearMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001023 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +01001024ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001025 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001026 DataLayout::NHWC)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001027ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearNhwc,
1028 HalfPixelCentersResizeBilinearTest<DataType::Float32>,
1029 DataLayout::NCHW)
1030ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearFloat16Nhwc,
1031 HalfPixelCentersResizeBilinearTest<DataType::Float16>,
1032 DataLayout::NCHW)
1033ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearInt8Nhwc,
1034 HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
1035 DataLayout::NCHW)
1036ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearUint8Nhwc,
1037 HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
1038 DataLayout::NCHW)
1039ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeBilinearUint16Nhwc,
1040 HalfPixelCentersResizeBilinearTest<DataType::QSymmS16>,
1041 DataLayout::NCHW)
1042ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearNhwc,
1043 AlignCornersResizeBilinearTest<DataType::Float32>,
1044 DataLayout::NCHW)
1045ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearFloat16Nhwc,
1046 AlignCornersResizeBilinearTest<DataType::Float16>,
1047 DataLayout::NCHW)
1048ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearInt8Nhwc,
1049 AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
1050 DataLayout::NCHW)
1051ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearUint8Nhwc,
1052 AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
1053 DataLayout::NCHW)
1054ARMNN_AUTO_TEST_CASE(AlignCornersResizeBilinearUint16Nhwc,
1055 AlignCornersResizeBilinearTest<DataType::QSymmS16>,
1056 DataLayout::NCHW)
James Conroy59540822018-10-11 12:39:05 +01001057
Teresa Charlin970f43b2019-07-01 13:51:07 +01001058// Resize NearestNeighbor - NCHW
1059ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001060 SimpleResizeNearestNeighborTest<DataType::Float32>,
1061 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +01001062ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8,
1063 SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
1064 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001065ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001066 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001067 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001068ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001069 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001070 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001071ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001072 ResizeNearestNeighborNopTest<DataType::Float32>,
1073 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +01001074ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8,
1075 ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
1076 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001077ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001078 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001079 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001080ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001081 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001082 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001083ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001084 ResizeNearestNeighborSqMinTest<DataType::Float32>,
1085 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +01001086ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8,
1087 ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
1088 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001089ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001090 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001091 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001092ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001093 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001094 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001095ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001096 ResizeNearestNeighborMinTest<DataType::Float32>,
1097 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +01001098ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8,
1099 ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
1100 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001101ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001102 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001103 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001104ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001105 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001106 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001107ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001108 ResizeNearestNeighborMagTest<DataType::Float32>,
1109 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Sadik Armagan303980c2020-04-17 12:45:14 +01001110ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8,
1111 ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
1112 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001113ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001114 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001115 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001116ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001117 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001118 DataLayout::NCHW)
David Monahanab219752020-06-19 16:43:48 +01001119ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbour,
1120 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1121 DataLayout::NCHW)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001122ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourFloat16,
1123 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float16>,
1124 DataLayout::NCHW)
1125ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourInt8,
1126 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1127 DataLayout::NCHW)
1128ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourUint8,
1129 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1130 DataLayout::NCHW)
1131ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourUint16,
1132 HalfPixelCentersResizeNearestNeighbourTest<DataType::QSymmS16>,
1133 DataLayout::NCHW)
David Monahanab219752020-06-19 16:43:48 +01001134ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbour,
1135 AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1136 DataLayout::NCHW)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001137ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourFloat16,
1138 AlignCornersResizeNearestNeighbourTest<DataType::Float16>,
1139 DataLayout::NCHW)
1140ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourInt8,
1141 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1142 DataLayout::NCHW)
1143ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourUint8,
1144 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1145 DataLayout::NCHW)
1146ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourUint16,
1147 AlignCornersResizeNearestNeighbourTest<DataType::QSymmS16>,
1148 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001149
1150// Resize NearestNeighbor - NHWC
1151ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001152 ResizeNearestNeighborNopTest<DataType::Float32>,
1153 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001154ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8Nhwc,
1155 ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
1156 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001157ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001158 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001159 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001160ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001161 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001162 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001163ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001164 SimpleResizeNearestNeighborTest<DataType::Float32>,
1165 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001166ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8Nhwc,
1167 SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
1168 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001169ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001170 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001171 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001172ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001173 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001174 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001175ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001176 ResizeNearestNeighborSqMinTest<DataType::Float32>,
1177 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001178ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8Nhwc,
1179 ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
1180 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001181ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001182 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001183 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001184ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001185 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001186 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001187ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001188 ResizeNearestNeighborMinTest<DataType::Float32>,
1189 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001190ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8Nhwc,
1191 ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
1192 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001193ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001194 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001195 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001196ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001197 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001198 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001199ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001200 ResizeNearestNeighborMagTest<DataType::Float32>,
1201 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Sadik Armagan303980c2020-04-17 12:45:14 +01001202ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8Nhwc,
1203 ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
1204 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001205ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001206 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001207 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001208ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001209 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001210 DataLayout::NHWC)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001211ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourNchw,
1212 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1213 DataLayout::NCHW)
1214ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourFloat16Nchw,
1215 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float16>,
1216 DataLayout::NCHW)
1217ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourInt8Nchw,
1218 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1219 DataLayout::NCHW)
1220ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourUint8Nchw,
1221 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1222 DataLayout::NCHW)
1223ARMNN_AUTO_TEST_CASE(HalfPixelCentersResizeNearestNeighbourUint16Nchw,
1224 HalfPixelCentersResizeNearestNeighbourTest<DataType::QSymmS16>,
1225 DataLayout::NCHW)
1226ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourNchw,
1227 AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1228 DataLayout::NCHW)
1229ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourFloat16Nchw,
1230 AlignCornersResizeNearestNeighbourTest<DataType::Float16>,
1231 DataLayout::NCHW)
1232ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourInt8Nchw,
1233 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1234 DataLayout::NCHW)
1235ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourUint8Nchw,
1236 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1237 DataLayout::NCHW)
1238ARMNN_AUTO_TEST_CASE(AlignCornersResizeNearestNeighbourUint16Nchw,
1239 AlignCornersResizeNearestNeighbourTest<DataType::QSymmS16>,
1240 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001241
telsoa014fcda012018-03-09 14:13:49 +00001242// Fake Quantization
Finn Williams87020072020-08-26 16:19:15 +01001243ARMNN_AUTO_TEST_CASE_WITH_THF(FakeQuantization, FakeQuantizationTest)
telsoa014fcda012018-03-09 14:13:49 +00001244
Matteo Martincigh539b44d2018-10-01 09:26:39 +01001245// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001246ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
1247ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
1248ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
1249ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001250
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001251ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
1252ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
1253ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
1254ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +00001255
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001256ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
1257ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
1258ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
1259ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001260
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001261ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
1262ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
1263ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
1264ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001265
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001266ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
1267ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
1268ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
1269ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +00001270
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001271ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
1272ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
1273ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
1274ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001275
Matthew Jackson82b15ed2019-07-25 16:14:30 +01001276ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
1277
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001278ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
1279ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +01001280
Aron Virginas-Tare662a942019-10-14 15:12:00 +01001281// LogSoftmax
1282ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
1283ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_2, LogSoftmaxTest2<DataType::Float32>)
1284ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_3, LogSoftmaxTest3<DataType::Float32>)
1285ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_4, LogSoftmaxTest4<DataType::Float32>)
1286
1287ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_1, LogSoftmaxTest1<DataType::Float16>)
1288ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_2, LogSoftmaxTest2<DataType::Float16>)
1289ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_3, LogSoftmaxTest3<DataType::Float16>)
1290ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_4, LogSoftmaxTest4<DataType::Float16>)
1291
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001292// Pad
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001293ARMNN_AUTO_TEST_CASE(PadBFloat162d, PadBFloat162dTest)
1294ARMNN_AUTO_TEST_CASE(PadBFloat162dCustomPadding, PadBFloat162dCustomPaddingTest)
1295ARMNN_AUTO_TEST_CASE(PadBFloat163d, PadBFloat163dTest)
1296ARMNN_AUTO_TEST_CASE(PadBFloat164d, PadBFloat164dTest)
1297
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001298ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +01001299ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001300ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
1301ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
1302
1303ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +01001304ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001305ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
1306ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001307
Derek Lambertif90c56d2020-01-10 17:14:08 +00001308ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
1309ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
1310ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
1311ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +01001312
Sadik Armagan041b3c02020-06-04 10:32:18 +01001313ARMNN_AUTO_TEST_CASE(PadInt82d, PadInt82dTest)
1314ARMNN_AUTO_TEST_CASE(PadInt82dCustomPadding, PadInt82dCustomPaddingTest)
1315ARMNN_AUTO_TEST_CASE(PadInt83d, PadInt83dTest)
1316ARMNN_AUTO_TEST_CASE(PadInt84d, PadInt84dTest)
1317
telsoa014fcda012018-03-09 14:13:49 +00001318// Constant
Keith Davisf500d6c2020-08-31 08:32:55 +01001319ARMNN_AUTO_TEST_CASE_WITH_THF(Constant, ConstantTest)
1320ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
1321ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +00001322
1323// Concat
Keith Davisf500d6c2020-08-31 08:32:55 +01001324ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1d, Concat1dTest)
1325ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001326
Keith Davisf500d6c2020-08-31 08:32:55 +01001327ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0, Concat2dDim0Test)
1328ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
1329ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1, Concat2dDim1Test)
1330ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001331
Keith Davisf500d6c2020-08-31 08:32:55 +01001332ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
1333ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
1334ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
1335ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001336
Keith Davisf500d6c2020-08-31 08:32:55 +01001337ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0, Concat3dDim0Test)
1338ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
1339ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1, Concat3dDim1Test)
1340ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
1341ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2, Concat3dDim2Test, true)
1342ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001343
Keith Davisf500d6c2020-08-31 08:32:55 +01001344ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
1345ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
1346ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
1347ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
1348ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
1349ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001350
Keith Davisf500d6c2020-08-31 08:32:55 +01001351ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0, Concat4dDim0Test)
1352ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1, Concat4dDim1Test)
1353ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim2, Concat4dDim2Test)
1354ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3, Concat4dDim3Test, true)
1355ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
1356ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
1357ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
1358ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001359
Keith Davisf500d6c2020-08-31 08:32:55 +01001360ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
1361ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
1362ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
1363ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
1364ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
1365ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
1366ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
1367ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001368
Ryan OSheaf4bfa6a2020-06-10 11:33:37 +01001369// Fill
Finn Williams87020072020-08-26 16:19:15 +01001370ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>)
1371ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>)
1372ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>)
Ryan OSheaf4bfa6a2020-06-10 11:33:37 +01001373
telsoa014fcda012018-03-09 14:13:49 +00001374// Floor
Finn Williams7faf9a82020-08-27 10:37:36 +01001375ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>)
1376ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloorFloat16, SimpleFloorTest<DataType::Float16>)
telsoa014fcda012018-03-09 14:13:49 +00001377
1378// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001379ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001380ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymmS8, SimpleReshapeTest<DataType::QAsymmS8>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001381ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QAsymmU8>)
1382ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QSymmS16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +01001383ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +00001384
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001385// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001386ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1387ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1388ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1389ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001390ARMNN_AUTO_TEST_CASE(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
1391ARMNN_AUTO_TEST_CASE(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001392ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymmS8, Rsqrt2dTest<DataType::QAsymmS8>)
1393ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymmS8, Rsqrt3dTest<DataType::QAsymmS8>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001394ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QAsymmU8>)
1395ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QAsymmU8>)
1396ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QSymmS16>)
1397ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QSymmS16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001398
telsoa014fcda012018-03-09 14:13:49 +00001399// Permute
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001400ARMNN_AUTO_TEST_CASE(SimplePermuteBFloat16, SimplePermuteTest<DataType::BFloat16>)
1401ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet1Test, PermuteValueSet1Test<DataType::BFloat16>)
1402ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet2Test, PermuteValueSet2Test<DataType::BFloat16>)
1403ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet3Test, PermuteValueSet3Test<DataType::BFloat16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001404ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
1405ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
1406ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
1407ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001408ARMNN_AUTO_TEST_CASE(SimplePermuteQASymS8, SimplePermuteTest<DataType::QAsymmS8>)
1409ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
1410ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
1411ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001412ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
1413ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
1414ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
1415ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
1416ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QSymmS16>)
1417ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QSymmS16>)
1418ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QSymmS16>)
1419ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QSymmS16>)
telsoa014fcda012018-03-09 14:13:49 +00001420
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001421// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +01001422BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
1423 LstmUtilsZeroVectorTest(); }
1424BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
1425 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
1426 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
1427 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
1428BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
1429 LstmUtilsVectorBatchVectorCwiseProductTest(); }
1430BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
1431 LstmUtilsVectorBatchVectorAddTest(); }
1432
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001433ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
1434 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
1435ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
1436 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
1437ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
1438 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
1439
Jan Eilers38e05bd2019-06-26 13:10:09 +01001440ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
1441 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
1442
Conor Kennedyb9971c92019-05-07 07:14:23 +01001443ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
1444 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
1445ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
1446 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
1447ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
1448 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
1449ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
1450 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
1451
James Conroy4f1f8992020-04-29 20:01:10 +01001452// QLstm
1453ARMNN_AUTO_TEST_CASE(QLstm, QLstmTest)
James Conroyb22a75e2020-06-08 14:53:10 +01001454ARMNN_AUTO_TEST_CASE(QLstm1, QLstmTest1)
1455ARMNN_AUTO_TEST_CASE(QLstm2, QLstmTest2)
James Conroy4f1f8992020-04-29 20:01:10 +01001456
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +00001457// Convert from BFloat16 to Float32
Keith Davisf500d6c2020-08-31 08:32:55 +01001458ARMNN_AUTO_TEST_CASE_WITH_THF(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +00001459
Narumol Prangnawaratea54a012020-03-16 16:36:10 +00001460// Convert from Float32 to BFloat16
Keith Davisf500d6c2020-08-31 08:32:55 +01001461ARMNN_AUTO_TEST_CASE_WITH_THF(ConvertFp32ToBf16, ConvertFp32ToBf16Test)
Narumol Prangnawaratea54a012020-03-16 16:36:10 +00001462
telsoa01c577f2c2018-08-31 09:22:23 +01001463// Convert from Float16 to Float32
Keith Davisf500d6c2020-08-31 08:32:55 +01001464ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
telsoa01c577f2c2018-08-31 09:22:23 +01001465// Convert from Float32 to Float16
Keith Davisf500d6c2020-08-31 08:32:55 +01001466ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
telsoa01c577f2c2018-08-31 09:22:23 +01001467
narpra011e4c31d2018-09-28 11:07:51 +01001468// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001469ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1470ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1471ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1472ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1473ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1474ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1475ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +01001476
Sadik Armagan303980c2020-04-17 12:45:14 +01001477ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
1478ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
1479ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
1480ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
1481ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
1482ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
1483ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
1484
Derek Lambertif90c56d2020-01-10 17:14:08 +00001485ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
1486ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
1487ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
1488ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
1489ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
1490ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
1491ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
narpra011e4c31d2018-09-28 11:07:51 +01001492
Derek Lambertif90c56d2020-01-10 17:14:08 +00001493ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QSymmS16>)
1494ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QSymmS16>)
1495ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QSymmS16>)
1496ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QSymmS16>)
1497ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QSymmS16>)
1498ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QSymmS16>)
1499ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QSymmS16>)
James Conroyb80775f2019-06-11 11:25:30 +01001500
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +01001501ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
1502
Nikhil Raj68c2c902019-09-19 11:21:11 +01001503// ArgMinMax
Sadik Armagan43528ac2020-08-27 09:06:40 +01001504ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1505ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1506ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelFloat32, ArgMinChannelTest<DataType::Float32>)
1507ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelFloat32, ArgMaxChannelTest<DataType::Float32>)
1508ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightFloat32, ArgMaxHeightTest<DataType::Float32>)
1509ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthFloat32, ArgMinWidthTest<DataType::Float32>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001510
Sadik Armagan43528ac2020-08-27 09:06:40 +01001511ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat16, ArgMaxSimpleTest<DataType::Float16>)
1512ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat16, ArgMinSimpleTest<DataType::Float16>)
1513ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelFloat16, ArgMinChannelTest<DataType::Float16>)
1514ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelFloat16, ArgMaxChannelTest<DataType::Float16>)
1515ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightFloat16, ArgMaxHeightTest<DataType::Float16>)
1516ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthFloat16, ArgMinWidthTest<DataType::Float16>)
Teresa Charline300b362020-05-25 10:01:03 +01001517
Sadik Armagan43528ac2020-08-27 09:06:40 +01001518ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxSigned32, ArgMaxSimpleTest<DataType::Signed32>)
1519ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinSigned32, ArgMinSimpleTest<DataType::Signed32>)
1520ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelSigned32, ArgMinChannelTest<DataType::Signed32>)
1521ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelSigned32, ArgMaxChannelTest<DataType::Signed32>)
1522ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightSigned32, ArgMaxHeightTest<DataType::Signed32>)
1523ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthSigned32, ArgMinWidthTest<DataType::Signed32>)
Francis Murtagh1939df52019-11-13 15:21:09 +00001524
Sadik Armagan43528ac2020-08-27 09:06:40 +01001525ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxSimpleQuantisedAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
1526ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinSimpleQuantisedAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
1527ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQuantisedAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
1528ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQuantisedAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001529
Sadik Armagan43528ac2020-08-27 09:06:40 +01001530ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxSimpleQuantisedAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1531ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinSimpleQuantisedAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1532ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQuantisedAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1533ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQuantisedAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001534
Sadik Armagan43528ac2020-08-27 09:06:40 +01001535ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxSimpleQuantisedSymm16, ArgMaxSimpleTest<DataType::QSymmS16>)
1536ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinSimpleQuantisedSymm16, ArgMinSimpleTest<DataType::QSymmS16>)
1537ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQuantisedSymm16, ArgMinChannelTest<DataType::QSymmS16>)
1538ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQuantisedSymm16, ArgMaxChannelTest<DataType::QSymmS16>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001539
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001540// Space To Batch Nd
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001541ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
1542ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
1543ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
1544ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001545
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001546ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat16, SpaceToBatchNdSimpleFloat16Test)
1547ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat16, SpaceToBatchNdMultiChannelsFloat16Test)
1548ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat16, SpaceToBatchNdMultiBlockFloat16Test)
1549ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat16, SpaceToBatchNdPaddingFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001550
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001551ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
1552ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
1553ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
1554ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001555
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001556ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
1557ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
1558ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
1559ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001560
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001561ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat16, SpaceToBatchNdSimpleNhwcFloat16Test)
1562ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat16, SpaceToBatchNdMultiChannelsNhwcFloat16Test)
1563ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat16, SpaceToBatchNdMultiBlockNhwcFloat16Test)
1564ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat16, SpaceToBatchNdPaddingNhwcFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001565
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001566ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
1567ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
1568ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
1569ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001570
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001571ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
1572ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
1573ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
1574ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001575
Sadik Armagan714fe5b2020-08-27 12:46:36 +01001576ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
1577ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
1578ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
1579ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001580
Francis Murtagh57f13d52019-06-24 14:24:36 +01001581// BatchToSpace
Matthew Jackson9bff1442019-09-12 09:08:23 +01001582ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
1583ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
1584ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1585ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1586ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1587ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1588ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
1589
1590ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_1, BatchToSpaceNdNhwcTest1<DataType::Float16>)
1591ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_2, BatchToSpaceNdNhwcTest2<DataType::Float16>)
1592ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_3, BatchToSpaceNdNhwcTest3<DataType::Float16>)
1593ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_4, BatchToSpaceNdNhwcTest4<DataType::Float16>)
1594ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_5, BatchToSpaceNdNhwcTest5<DataType::Float16>)
1595ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
1596ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001597
Sadik Armagan303980c2020-04-17 12:45:14 +01001598ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
1599ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
1600ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
1601ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt4, BatchToSpaceNdNhwcTest4<DataType::QAsymmS8>)
1602ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt5, BatchToSpaceNdNhwcTest5<DataType::QAsymmS8>)
1603ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt6, BatchToSpaceNdNhwcTest6<DataType::QAsymmS8>)
1604ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt7, BatchToSpaceNdNhwcTest7<DataType::QAsymmS8>)
1605
Derek Lambertif90c56d2020-01-10 17:14:08 +00001606ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
1607ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
1608ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
1609ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QAsymmU8>)
1610ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QAsymmU8>)
1611ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QAsymmU8>)
1612ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QAsymmU8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001613
Derek Lambertif90c56d2020-01-10 17:14:08 +00001614ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QSymmS16>)
1615ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QSymmS16>)
1616ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QSymmS16>)
1617ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QSymmS16>)
1618ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QSymmS16>)
1619ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QSymmS16>)
1620ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001621
Matthew Jackson9bff1442019-09-12 09:08:23 +01001622ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_1, BatchToSpaceNdNchwTest1<DataType::Float16>)
1623ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_2, BatchToSpaceNdNchwTest2<DataType::Float16>)
1624ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_3, BatchToSpaceNdNchwTest3<DataType::Float16>)
1625ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_4, BatchToSpaceNdNchwTest4<DataType::Float16>)
1626ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_5, BatchToSpaceNdNchwTest5<DataType::Float16>)
1627ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
1628ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
Mike Kelly831faed2018-11-28 11:52:08 +00001629
Sadik Armagan303980c2020-04-17 12:45:14 +01001630ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
1631ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
1632ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
1633ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt4, BatchToSpaceNdNchwTest4<DataType::QAsymmS8>)
1634ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt5, BatchToSpaceNdNchwTest5<DataType::QAsymmS8>)
1635ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt6, BatchToSpaceNdNchwTest6<DataType::QAsymmS8>)
1636ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt7, BatchToSpaceNdNchwTest7<DataType::QAsymmS8>)
1637
Derek Lambertif90c56d2020-01-10 17:14:08 +00001638ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
1639ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
1640ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
1641ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QAsymmU8>)
1642ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QAsymmU8>)
1643ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QAsymmU8>)
1644ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QAsymmU8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001645
Derek Lambertif90c56d2020-01-10 17:14:08 +00001646ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QSymmS16>)
1647ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QSymmS16>)
1648ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QSymmS16>)
1649ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QSymmS16>)
1650ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QSymmS16>)
1651ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QSymmS16>)
1652ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001653
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001654// DepthToSpace
1655ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
1656ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
1657ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
1658ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
1659
1660ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
1661ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
1662ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
1663ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
1664
Sadik Armagan303980c2020-04-17 12:45:14 +01001665ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
1666ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
1667ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
1668ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
1669
Derek Lambertif90c56d2020-01-10 17:14:08 +00001670ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
1671ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
1672ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
1673ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001674
Derek Lambertif90c56d2020-01-10 17:14:08 +00001675ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
1676ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
1677ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
1678ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001679
1680ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
1681ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
1682ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
1683ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
1684
1685ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
1686ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
1687ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
1688ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
1689
Sadik Armagan303980c2020-04-17 12:45:14 +01001690ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
1691ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
1692ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
1693ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
1694
Derek Lambertif90c56d2020-01-10 17:14:08 +00001695ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
1696ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
1697ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
1698ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001699
Derek Lambertif90c56d2020-01-10 17:14:08 +00001700ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
1701ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
1702ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
1703ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001704
Francis Murtagh57f13d52019-06-24 14:24:36 +01001705// SpaceToDepth
Sadik Armagan5e719842020-08-28 12:17:33 +01001706ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1707ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001708
Sadik Armagan5e719842020-08-28 12:17:33 +01001709ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1710ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001711
Sadik Armagan5e719842020-08-28 12:17:33 +01001712ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1713ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001714
Sadik Armagan5e719842020-08-28 12:17:33 +01001715ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1716ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001717
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001718// Strided Slice
Sadik Armagan5e719842020-08-28 12:17:33 +01001719ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1720ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
1721ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1722ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1723ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
1724ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
1725ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
Francis Murtaghec33a912019-11-05 14:26:23 +00001726 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
Sadik Armagan5e719842020-08-28 12:17:33 +01001727ARMNN_AUTO_TEST_CASE_WITH_THF(
1728 StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1729ARMNN_AUTO_TEST_CASE_WITH_THF(
1730 StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1731ARMNN_AUTO_TEST_CASE_WITH_THF(
1732 StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1733ARMNN_AUTO_TEST_CASE_WITH_THF(
1734 StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1735ARMNN_AUTO_TEST_CASE_WITH_THF(
1736 StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1737ARMNN_AUTO_TEST_CASE_WITH_THF(
1738 StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1739ARMNN_AUTO_TEST_CASE_WITH_THF(
1740 StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1741ARMNN_AUTO_TEST_CASE_WITH_THF(
1742 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
1743ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1744ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1745ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1746ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001747
Sadik Armagan5e719842020-08-28 12:17:33 +01001748ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dUint8, StridedSlice4dUint8Test)
1749ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
1750ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1751ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1752ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
1753ARMNN_AUTO_TEST_CASE_WITH_THF(
1754 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1755ARMNN_AUTO_TEST_CASE_WITH_THF(
1756 StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1757ARMNN_AUTO_TEST_CASE_WITH_THF(
1758 StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1759ARMNN_AUTO_TEST_CASE_WITH_THF(
1760 StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1761ARMNN_AUTO_TEST_CASE_WITH_THF(
1762 StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1763ARMNN_AUTO_TEST_CASE_WITH_THF(
1764 StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1765ARMNN_AUTO_TEST_CASE_WITH_THF(
1766 StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1767ARMNN_AUTO_TEST_CASE_WITH_THF(
1768 StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1769ARMNN_AUTO_TEST_CASE_WITH_THF(
1770 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
1771ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dUint8, StridedSlice3dUint8Test)
1772ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1773ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dUint8, StridedSlice2dUint8Test)
1774ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001775
Sadik Armagan5e719842020-08-28 12:17:33 +01001776ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dInt16, StridedSlice4dInt16Test)
1777ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
1778ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1779ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1780ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
1781ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dInt16, StridedSlice3dInt16Test)
1782ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1783ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dInt16, StridedSlice2dInt16Test)
1784ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001785
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001786// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001787ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1788ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1789ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1790ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001791
Narumol Prangnawarat403a1852020-03-12 14:24:13 +00001792ARMNN_AUTO_TEST_CASE(Debug4dBFloat16, Debug4dBFloat16Test)
1793ARMNN_AUTO_TEST_CASE(Debug3dBFloat16, Debug3dBFloat16Test)
1794ARMNN_AUTO_TEST_CASE(Debug2dBFloat16, Debug2dBFloat16Test)
1795ARMNN_AUTO_TEST_CASE(Debug1dBFloat16, Debug1dBFloat16Test)
1796
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001797ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1798ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1799ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1800ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001801
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001802ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1803ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1804ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1805ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001806
narpra014951d842019-01-18 16:53:53 +00001807// Gather
Matthew Jackson9bff1442019-09-12 09:08:23 +01001808ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
1809ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat16, Gather1dParamsFloat16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001810ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
1811ARMNN_AUTO_TEST_CASE(Gather1dParamsInt16, Gather1dParamsInt16Test)
Teresa Charlin93492462020-05-29 13:08:59 +01001812ARMNN_AUTO_TEST_CASE(Gather1dParamsInt32, Gather1dParamsInt32Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001813ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
1814ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat16, GatherMultiDimParamsFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001815ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001816ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
Teresa Charlin93492462020-05-29 13:08:59 +01001817ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt32, GatherMultiDimParamsInt32Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001818ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat32, GatherMultiDimParamsMultiDimIndicesFloat32Test)
1819ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat16, GatherMultiDimParamsMultiDimIndicesFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001820ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001821ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
Teresa Charlin93492462020-05-29 13:08:59 +01001822ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt32, GatherMultiDimParamsMultiDimIndicesInt32Test)
narpra014951d842019-01-18 16:53:53 +00001823
Sadik Armagan9199e582019-09-05 17:35:31 +01001824// Abs
1825ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1826ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1827ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001828ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1829ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
Kevin Mayec52c3a2020-04-24 09:42:31 +01001830ARMNN_AUTO_TEST_CASE(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
1831ARMNN_AUTO_TEST_CASE(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
1832ARMNN_AUTO_TEST_CASE(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
1833
Sadik Armagan303980c2020-04-17 12:45:14 +01001834ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymmS8, Abs2dTest<DataType::QAsymmS8>)
1835ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymmS8, Abs3dTest<DataType::QAsymmS8>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001836ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QAsymmU8>)
1837ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QAsymmU8>)
1838ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QSymmS16>)
1839ARMNN_AUTO_TEST_CASE(Abs3dQuantisedSymm16, Abs3dTest<DataType::QSymmS16>)
Sadik Armagan9199e582019-09-05 17:35:31 +01001840
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001841// Detection PostProcess
1842BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1843{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001844 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001845}
1846BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1847{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001848 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001849}
Sadik Armagan303980c2020-04-17 12:45:14 +01001850BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt8)
1851{
1852 DetectionPostProcessRegularNmsQuantizedTest<
1853 RefWorkloadFactory, DataType::QAsymmS8>();
1854}
1855BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt8)
1856{
1857 DetectionPostProcessRegularNmsQuantizedTest<
1858 RefWorkloadFactory, DataType::QAsymmS8>();
1859}
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001860BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1861{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001862 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001863 RefWorkloadFactory, DataType::QAsymmU8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001864}
1865BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1866{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001867 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001868 RefWorkloadFactory, DataType::QAsymmU8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001869}
1870BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1871{
1872 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001873 RefWorkloadFactory, DataType::QSymmS16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001874}
1875BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1876{
1877 DetectionPostProcessFastNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001878 RefWorkloadFactory, DataType::QSymmS16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001879}
1880
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001881// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001882ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1883ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001884ARMNN_AUTO_TEST_CASE(DequantizeSimpleAsymmInt8, DequantizeSimpleAsymmInt8Test)
1885ARMNN_AUTO_TEST_CASE(DequantizeOffsetAsymmInt8, DequantizeOffsetAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001886ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8, DequantizeSimpleInt8Test)
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001887ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001888ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001889ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8ToFp16, DequantizeSimpleInt8ToFp16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001890ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001891
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001892// Quantize
1893ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1894ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001895ARMNN_AUTO_TEST_CASE(QuantizeClampAsymmInt8, QuantizeClampAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001896ARMNN_AUTO_TEST_CASE(QuantizeClampInt8, QuantizeClampInt8Test)
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001897ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1898
Matteo Martincighab9e5252019-06-13 17:27:46 +01001899// PReLU
Francis Murtagh623069d2020-08-14 17:24:39 +01001900ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<RefWorkloadFactory, DataType::Float32>)
1901ARMNN_AUTO_TEST_CASE(PreluFloat16, PreluTest<RefWorkloadFactory, DataType::Float16>)
1902ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<RefWorkloadFactory, DataType::QAsymmU8>)
1903ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<RefWorkloadFactory, DataType::QSymmS16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001904
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +01001905// Slice
1906ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1907ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1908ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1909ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1910
1911ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1912ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1913ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1914ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1915
1916ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1917ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1918ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1919ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1920
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001921// Transpose
Teresa Charlin9e132f52020-08-15 12:23:29 +01001922ARMNN_AUTO_TEST_CASE(SimpleTransposeBFloat16, SimpleTransposeTest<RefWorkloadFactory, DataType::BFloat16>)
1923ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet1Test, TransposeValueSet1Test<RefWorkloadFactory, DataType::BFloat16>)
1924ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet2Test, TransposeValueSet2Test<RefWorkloadFactory, DataType::BFloat16>)
1925ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet3Test, TransposeValueSet3Test<RefWorkloadFactory, DataType::BFloat16>)
1926ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<RefWorkloadFactory, DataType::Float32>)
1927ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<RefWorkloadFactory, DataType::Float32>)
1928ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<RefWorkloadFactory, DataType::Float32>)
1929ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<RefWorkloadFactory, DataType::Float32>)
1930ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymmS8, SimpleTransposeTest<RefWorkloadFactory, DataType::QAsymmS8>)
1931ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<RefWorkloadFactory, DataType::QAsymmS8>)
1932ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<RefWorkloadFactory, DataType::QAsymmS8>)
1933ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<RefWorkloadFactory, DataType::QAsymmS8>)
1934ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<RefWorkloadFactory, DataType::QAsymmU8>)
1935ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<RefWorkloadFactory, DataType::QAsymmU8>)
1936ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<RefWorkloadFactory, DataType::QAsymmU8>)
1937ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<RefWorkloadFactory, DataType::QAsymmU8>)
1938ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<RefWorkloadFactory, DataType::QSymmS16>)
1939ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<RefWorkloadFactory, DataType::QSymmS16>)
1940ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<RefWorkloadFactory, DataType::QSymmS16>)
1941ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<RefWorkloadFactory, DataType::QSymmS16>)
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001942
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001943// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001944ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1945 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1946 true,
1947 DataLayout::NCHW)
1948ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1949 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1950 true,
1951 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001952ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt8Nchw,
1953 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1954 true,
1955 DataLayout::NCHW)
1956ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt8Nhwc,
1957 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1958 true,
1959 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001960ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001961 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001962 true,
1963 DataLayout::NCHW)
1964ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001965 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001966 true,
1967 DataLayout::NHWC)
1968ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001969 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001970 true,
1971 DataLayout::NCHW)
1972ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001973 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001974 true,
1975 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001976
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001977ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1978 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1979 false,
1980 DataLayout::NCHW)
1981ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1982 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1983 true,
1984 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001985ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt8Nchw,
1986 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1987 true,
1988 DataLayout::NCHW)
1989ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt8Nhwc,
1990 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1991 true,
1992 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001993ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001994 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001995 true,
1996 DataLayout::NCHW)
1997ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001998 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001999 true,
2000 DataLayout::NHWC)
2001ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002002 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002003 true,
2004 DataLayout::NCHW)
2005ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002006 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002007 true,
2008 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002009
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002010ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
2011 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2012 true,
2013 DataLayout::NCHW)
2014ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
2015 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2016 true,
2017 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01002018ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt8Nchw,
2019 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2020 true,
2021 DataLayout::NCHW)
2022ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt8Nhwc,
2023 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2024 true,
2025 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002026ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002027 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002028 true,
2029 DataLayout::NCHW)
2030ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002031 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002032 true,
2033 DataLayout::NHWC)
2034ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002035 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002036 true,
2037 DataLayout::NCHW)
2038ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002039 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002040 true,
2041 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002042
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002043ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
2044 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2045 false,
2046 DataLayout::NCHW)
2047ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
2048 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2049 true,
2050 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01002051ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
2052 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2053 true,
2054 DataLayout::NCHW)
2055ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
2056 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2057 true,
2058 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002059ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002060 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002061 true,
2062 DataLayout::NCHW)
2063ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002064 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002065 true,
2066 DataLayout::NHWC)
2067ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002068 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002069 true,
2070 DataLayout::NCHW)
2071ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002072 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002073 true,
2074 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002075
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002076ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
2077 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2078 true,
2079 DataLayout::NCHW)
2080ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
2081 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2082 true,
2083 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01002084ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt8Nchw,
2085 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2086 true,
2087 DataLayout::NCHW)
2088ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt8Nhwc,
2089 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2090 true,
2091 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002092ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002093 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002094 true,
2095 DataLayout::NCHW)
2096ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002097 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002098 true,
2099 DataLayout::NHWC)
2100ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002101 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002102 true,
2103 DataLayout::NCHW)
2104ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002105 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002106 true,
2107 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002108
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002109ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
2110 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2111 false,
2112 DataLayout::NCHW)
2113ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
2114 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2115 true,
2116 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01002117ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt8Nchw,
2118 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2119 true,
2120 DataLayout::NCHW)
2121ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt8Nhwc,
2122 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2123 true,
2124 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002125ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002126 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002127 true,
2128 DataLayout::NCHW)
2129ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002130 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002131 true,
2132 DataLayout::NHWC)
2133ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002134 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002135 true,
2136 DataLayout::NCHW)
2137ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002138 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002139 true,
2140 DataLayout::NCHW)
2141
2142ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
2143 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2144 DataLayout::NCHW)
2145ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
2146 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
2147 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01002148ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt8Nchw,
2149 MultiChannelTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2150 DataLayout::NCHW)
2151ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt8Nhwc,
2152 MultiChannelTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
2153 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002154ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002155 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002156 DataLayout::NCHW)
2157ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002158 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002159 DataLayout::NHWC)
2160ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002161 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002162 DataLayout::NCHW)
2163ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00002164 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01002165 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01002166
Aron Virginas-Tar94d3b932019-11-11 12:54:47 +00002167ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNchw,
2168 TransposeConvolution2dPerAxisQuantTest,
2169 DataLayout::NCHW);
2170ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNhwc,
2171 TransposeConvolution2dPerAxisQuantTest,
2172 DataLayout::NHWC);
2173
Matthew Jackson81e601c2019-07-11 12:07:09 +01002174// Stack
Sadik Armagan5e719842020-08-28 12:17:33 +01002175ARMNN_AUTO_TEST_CASE_WITH_THF(Stack0Axis, StackAxis0Float32Test)
2176ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
2177ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
2178ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
2179ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
2180ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput5D, StackOutput5DFloat32Test)
2181ARMNN_AUTO_TEST_CASE_WITH_THF(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01002182
Sadik Armaganac472102020-03-24 09:54:36 +00002183// Neg
2184ARMNN_AUTO_TEST_CASE(Neg2d, Neg2dTest<DataType::Float32>)
2185ARMNN_AUTO_TEST_CASE(Neg3d, Neg3dTest<DataType::Float32>)
2186ARMNN_AUTO_TEST_CASE(NegZero, NegZeroTest<DataType::Float32>)
2187ARMNN_AUTO_TEST_CASE(NegNegative, NegNegativeTest<DataType::Float32>)
2188ARMNN_AUTO_TEST_CASE(Neg2dFloat16, Neg2dTest<DataType::Float16>)
2189ARMNN_AUTO_TEST_CASE(Neg3dFloat16, Neg3dTest<DataType::Float16>)
Sadik Armagan303980c2020-04-17 12:45:14 +01002190ARMNN_AUTO_TEST_CASE(Neg2dQuantisedAsymmS8, Neg2dTest<DataType::QAsymmS8>)
2191ARMNN_AUTO_TEST_CASE(Neg3dQuantisedAsymmS8, Neg3dTest<DataType::QAsymmS8>)
Sadik Armaganac472102020-03-24 09:54:36 +00002192ARMNN_AUTO_TEST_CASE(Neg2dQuantisedAsymm8, Neg2dTest<DataType::QAsymmU8>)
2193ARMNN_AUTO_TEST_CASE(Neg3dQuantisedAsymm8, Neg3dTest<DataType::QAsymmU8>)
2194ARMNN_AUTO_TEST_CASE(Neg2dQuantisedSymm16, Neg2dTest<DataType::QSymmS16>)
2195ARMNN_AUTO_TEST_CASE(Neg3dQuantisedSymm16, Neg3dTest<DataType::QSymmS16>)
2196
Sadik Armagan9fabf432020-05-27 13:40:58 +01002197// Exp
2198ARMNN_AUTO_TEST_CASE(Exp2d, Exp2dTest<DataType::Float32>)
2199ARMNN_AUTO_TEST_CASE(Exo3d, Exp3dTest<DataType::Float32>)
2200ARMNN_AUTO_TEST_CASE(ExpZero, ExpZeroTest<DataType::Float32>)
2201ARMNN_AUTO_TEST_CASE(ExpNegative, ExpNegativeTest<DataType::Float32>)
2202ARMNN_AUTO_TEST_CASE(Exp2dFloat16, Exp2dTest<DataType::Float16>)
2203ARMNN_AUTO_TEST_CASE(Exp3dFloat16, Exp3dTest<DataType::Float16>)
2204ARMNN_AUTO_TEST_CASE(Exp2dQuantisedAsymmS8, Exp2dTest<DataType::QAsymmS8>)
2205ARMNN_AUTO_TEST_CASE(Exp3dQuantisedAsymmS8, Exp3dTest<DataType::QAsymmS8>)
2206ARMNN_AUTO_TEST_CASE(Exp2dQuantisedAsymm8, Exp2dTest<DataType::QAsymmU8>)
2207ARMNN_AUTO_TEST_CASE(Exp3dQuantisedAsymm8, Exp3dTest<DataType::QAsymmU8>)
2208ARMNN_AUTO_TEST_CASE(Exp2dQuantisedSymm16, Exp2dTest<DataType::QSymmS16>)
2209ARMNN_AUTO_TEST_CASE(Exp3dQuantisedSymm16, Exp3dTest<DataType::QSymmS16>)
2210
telsoa014fcda012018-03-09 14:13:49 +00002211BOOST_AUTO_TEST_SUITE_END()