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telsoa014fcda012018-03-09 14:13:49 +00001//
2// Copyright © 2017 Arm Ltd. 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/TensorHelpers.hpp>
13#include <test/UnitTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000014
arovir0143095f32018-10-09 18:04:24 +010015#include <boost/test/unit_test.hpp>
telsoa014fcda012018-03-09 14:13:49 +000016
17BOOST_AUTO_TEST_SUITE(Compute_Reference)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010018
19using namespace armnn;
20
21using FactoryType = RefWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +000022
23// ============================================================================
24// UNIT tests
25
26// Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010027ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
28ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NCHW)
29ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
30ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, DataLayout::NHWC)
31ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NCHW)
32ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16Nhwc, SimpleConvolution2d3x5QSymm16Test, true, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000033
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010034ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
35ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NCHW)
36ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
37ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000038
39ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
40ARMNN_AUTO_TEST_CASE(SimpleConvolution1dUint8, Convolution1dUint8Test, true)
41
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010042ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, DataLayout::NCHW)
43ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
44ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16, SimpleConvolution2d3x3QSymm16Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +000045
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010046ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, DataLayout::NHWC)
47ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
Mike Kelly2f80f6e2019-05-16 12:41:34 +010048ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16Nhwc, SimpleConvolution2d3x3QSymm16Test, true,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010049 DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010050
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010051ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
52ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000053
Mike Kelly7332ed82018-12-20 17:03:06 +000054ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareStride2x2Nhwc,
55 SimpleConvolution2d3x3Stride2x2Test,
56 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010057 DataLayout::NHWC)
Mike Kelly7332ed82018-12-20 17:03:06 +000058
telsoa014fcda012018-03-09 14:13:49 +000059ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize,
narpra015f703182018-10-26 16:24:58 +010060 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010061 DataLayout::NCHW)
62ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010063
64ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc,
65 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010066 DataLayout::NHWC)
narpra015f703182018-10-26 16:24:58 +010067ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
68 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010069 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000070
Nikhil Raje4dfd6e2018-10-18 10:11:04 +010071ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
72
Narumol Prangnawarat44179c32020-03-11 14:51:27 +000073ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3BFloat16,
74 Convolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
75 false,
76 DataLayout::NCHW)
77ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcBFloat16,
78 Convolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
79 false,
80 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +010081ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010082 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010083 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010084 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +010085ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010086 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010087 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010088 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +010089ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int8,
90 Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
91 false,
92 DataLayout::NCHW)
93ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt8,
94 Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
95 false,
96 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +010097ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +000098 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010099 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100100 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100101ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000102 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100103 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100104 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100105ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000106 Convolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100107 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100108 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100109ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000110 Convolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100111 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100112 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100113
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000114ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3BFloat16,
115 Convolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
116 false,
117 DataLayout::NCHW)
118ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcBFloat16,
119 Convolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
120 false,
121 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100122ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100123 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100124 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100125 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100126ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100127 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100128 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100129 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100130ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int8,
131 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
132 false,
133 DataLayout::NCHW)
134ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt8,
135 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
136 false,
137 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100138ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000139 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100140 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100141 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100142ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000143 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100144 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100145 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100146ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000147 Convolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100148 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100149 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100150ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000151 Convolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100152 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100153 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100154
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000155ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3BFloat16,
156 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::BFloat16, DataType::BFloat16>,
157 false,
158 DataLayout::NCHW)
159ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcBFloat16,
160 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::BFloat16, DataType::BFloat16>,
161 false,
162 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100163ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100164 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100165 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100166 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100167ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
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::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100171ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
172 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmS8, DataType::Signed32>,
173 false,
174 DataLayout::NCHW)
175ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
176 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmS8, DataType::Signed32>,
177 false,
178 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100179ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000180 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100181 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100182 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100183ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
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::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100187ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000188 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100189 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100190 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100191ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt16,
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::NHWC)
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100195
Aron Virginas-Tar5edc8812019-11-05 18:00:21 +0000196ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
197ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100198
Narumol Prangnawarate8cddeb2020-04-01 16:51:23 +0100199ARMNN_AUTO_TEST_CASE(Convolution2d3x3Stride2x2Bf16, Convolution2d3x3Stride2x2BFloat16Test, false, DataLayout::NHWC);
200ARMNN_AUTO_TEST_CASE(Convolution2d3x3Stride2x2BFloat16SmallValue,
201 Convolution2d3x3Stride2x2BFloat16SmallValueTest,
202 false,
203 DataLayout::NHWC);
204
telsoa014fcda012018-03-09 14:13:49 +0000205// Depthwise Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100206ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
207ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000208
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100209ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100210ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
211 DepthwiseConvolution2dUint8Test,
212 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100213 DataLayout::NCHW)
214ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100215
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100216ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
217ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100218
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100219ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100220ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
221 DepthwiseConvolution2dUint8Test,
222 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100223 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100224ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100225ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
226 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000227
Teresa Charlin20b1f882019-06-19 09:34:37 +0100228ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100229 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100230 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100231 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100232ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100233 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100234 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100235 DataLayout::NHWC)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000236ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3BFloat16,
237 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
238 false,
239 DataLayout::NCHW)
240ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcBFloat16,
241 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
242 false,
243 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100244ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int8,
245 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
246 false,
247 DataLayout::NCHW)
248ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt8,
249 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
250 false,
251 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100252ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000253 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100254 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100255 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100256ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000257 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100258 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100259 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100260ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000261 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100262 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100263 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100264ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000265 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100266 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100267 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100268
269ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100270 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100271 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100272 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100273ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100274 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100275 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100276 DataLayout::NHWC)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000277ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3BFloat16,
278 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
279 false,
280 DataLayout::NCHW)
281ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcBFloat16,
282 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
283 false,
284 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100285ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int8,
286 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
287 false,
288 DataLayout::NCHW)
289ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt8,
290 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
291 false,
292 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100293ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000294 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100295 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100296 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100297ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000298 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100299 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100300 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100301ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000302 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100303 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100304 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100305ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000306 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100307 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100308 DataLayout::NHWC)
Kevin May665a964a2019-08-21 16:53:50 +0100309ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4,
310 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
311 false,
312 armnn::DataLayout::NCHW)
313ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2,
314 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
315 false,
316 armnn::DataLayout::NCHW)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000317ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4BFloat16,
318 DepthwiseConvolution2dMult4Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
319 false,
320 armnn::DataLayout::NCHW)
321ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2BFloat16,
322 DepthwiseConvolution2dMult2Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
323 false,
324 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000325
jimfly01b9c89632018-10-26 16:50:13 +0100326ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100327 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100328ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100329 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Ruomei Yan88d44b82019-05-23 14:29:06 +0100330ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100331 DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100332
333ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100334 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100335ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100336 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100337
338ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100339 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100340ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100341 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100342
343ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100344 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100345ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100346 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000347
jimfly01382a91d2018-10-26 15:55:50 +0100348ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100349 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100350ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100351 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100352ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100353 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100354ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100355 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100356
Matthew Jacksond6a9dee2019-07-22 13:53:24 +0100357ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
358
Teresa Charlind8df0262019-11-11 12:28:15 +0000359ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
360 DataLayout::NCHW);
361ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
362 DataLayout::NHWC);
363
telsoa014fcda012018-03-09 14:13:49 +0000364// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100365//MaxPooling
telsoa014fcda012018-03-09 14:13:49 +0000366ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
367ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100368ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000369
370ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
371ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100372ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000373
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100374ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
375ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
376ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
377ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
378ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
379ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000380
Teresa Charlin0434df62019-06-06 13:40:35 +0100381ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
382ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
383ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
384ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
385ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
386ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
387
388//AveragePooling
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100389ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
390ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
391ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
392ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
393ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
394ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100395
396ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
397ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
398ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
399ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
400ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
401 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
402ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
403 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
404ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
405ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
406ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000407
surmeh01bceff2f2018-03-29 16:29:27 +0100408ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
409 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
410ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
411 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000412
413ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
414ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100415ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
416
417//L2Pooling
418ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
419ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
420ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
421
422ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
423ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
424ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000425
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100426ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
427ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
428ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
429ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
430ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
431ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000432
433ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
434ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100435ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000436
Teresa Charlin0434df62019-06-06 13:40:35 +0100437//NonSquarePooling
telsoa014fcda012018-03-09 14:13:49 +0000438ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
439ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100440ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
441
telsoa014fcda012018-03-09 14:13:49 +0000442
Teresa Charlin18515e22019-04-24 10:17:46 +0100443// Linear Activation
telsoa014fcda012018-03-09 14:13:49 +0000444ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
445ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100446ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000447
Kevin May09ca49c2019-10-09 12:37:34 +0100448// InstanceNormalization
449ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
450ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
451
452ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
453ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
454
455ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
456ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
457
458ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
459ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
460
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100461// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000462ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
463ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100464ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000465
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000466// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000467ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
468ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
469ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
470ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
471
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000472ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
473ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
474
475ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
476ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
477
Matthew Jackson9bff1442019-09-12 09:08:23 +0100478ARMNN_AUTO_TEST_CASE(SimpleSoftmaxFloat16, SimpleSoftmaxFloat16Test, 1.0f)
479ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxFloat16, Simple3dSoftmaxFloat16Test, 1.0f)
480ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxFloat16, Simple4dSoftmaxFloat16Test, 1.0f)
481
nikraj01248683f2019-05-29 16:46:50 +0100482ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
483ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
484ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
485
Francis Murtagh07f21212019-07-23 09:50:50 +0100486ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
487ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
488
489ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
490ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
491
492ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
493ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
494ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
495
496ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
497ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
498ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
499
500ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
501ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
502ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
503ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
504
505ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
506ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
507ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
508ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
509
Teresa Charlin18515e22019-04-24 10:17:46 +0100510// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000511ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
512ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100513ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000514
Teresa Charlin18515e22019-04-24 10:17:46 +0100515// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000516ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
517ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
518ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
519ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100520ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
521
522// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100523ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
524ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100525ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
526
527// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100528ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
529ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100530ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
531
konsof017f6db402019-06-07 15:15:58 +0100532
Teresa Charlin18515e22019-04-24 10:17:46 +0100533// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100534ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
535ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100536ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
537
538// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100539ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
540ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100541ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
542
543// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100544ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +0100545ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
konsof017f6db402019-06-07 15:15:58 +0100546ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100547ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
548
549// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100550ARMNN_AUTO_TEST_CASE(Square, SquareTest)
551ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100552ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
553
554// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100555ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
556ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100557ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
558
David Monahan3b3c3812020-02-25 09:03:29 +0000559// Elu Activation
560ARMNN_AUTO_TEST_CASE(Elu, EluTest)
561ARMNN_AUTO_TEST_CASE(EluUint8, EluUint8Test)
562ARMNN_AUTO_TEST_CASE(EluInt16, EluInt16Test)
Colm Donelan03fbeaf2020-02-26 15:39:23 +0000563// HardSwish Activation
564ARMNN_AUTO_TEST_CASE(HardSwish, HardSwishTest)
565ARMNN_AUTO_TEST_CASE(HardSwishUint8, HardSwishUint8Test)
566ARMNN_AUTO_TEST_CASE(HardSwishInt16, HardSwishInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000567
Francis Murtagh46c09d02019-05-28 08:15:28 +0100568// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000569ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Derek Lambertif90c56d2020-01-10 17:14:08 +0000570ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
571ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QSymmS16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000572ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Derek Lambertif90c56d2020-01-10 17:14:08 +0000573ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
574ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QSymmS16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000575ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
576
577ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
578ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
579
580// Splitter
Matthew Jackson9bff1442019-09-12 09:08:23 +0100581ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
582ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat16, SplitterFloat16Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100583ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100584ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000585
Matthew Jackson9bff1442019-09-12 09:08:23 +0100586ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
587ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat16, CopyViaSplitterFloat16Test)
telsoa014fcda012018-03-09 14:13:49 +0000588ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100589ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000590
Jim Flynn4ed6c832019-05-20 11:02:46 +0100591// Concat
592ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000593ARMNN_AUTO_TEST_CASE(ConcatBFloat16, ConcatBFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100594ARMNN_AUTO_TEST_CASE(ConcatFloat16, ConcatFloat16Test)
Jim Flynn4ed6c832019-05-20 11:02:46 +0100595ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
596ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
597ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100598ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000599 ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, true)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100600ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000601 ConcatDifferentInputOutputQParamTest<DataType::QSymmS16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000602
603// Add
604ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100605ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000606ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
607ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
608
609ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
610ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
611ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
612
Sadik Armagan2999a022019-04-09 14:20:12 +0100613ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
614ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
615ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
616
David Beckf195f032018-09-06 16:46:34 +0100617// Sub
618ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
619ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
620ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
621
Matthew Jackson9bff1442019-09-12 09:08:23 +0100622ARMNN_AUTO_TEST_CASE(SimpleSubFloat16, SubtractionTest)
623ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementFloat16, SubtractionBroadcast1ElementTest)
624ARMNN_AUTO_TEST_CASE(SubBroadcastFloat16, SubtractionBroadcastTest)
625
David Beck4a8692c2018-09-07 16:19:24 +0100626ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100627ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
628ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
629
Sadik Armagan2999a022019-04-09 14:20:12 +0100630ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
631ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
632ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
633
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100634// Div
635ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100636ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100637ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
638ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100639
640ARMNN_AUTO_TEST_CASE(DivisionFloat16, DivisionFloat16Test)
641ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1Element, DivisionBroadcast1ElementFloat16Test)
642ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1DVector, DivisionBroadcast1DVectorFloat16Test)
643
David Beck5cd01f32018-09-12 16:00:08 +0100644// NOTE: division by zero for quantized div needs more attention
645// see IVGCVSW-1849
646ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
647ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
648ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100649
Sadik Armagan2999a022019-04-09 14:20:12 +0100650ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
651ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
652ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
653
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000654// Equal
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100655ARMNN_AUTO_TEST_CASE(EqualSimple, EqualSimpleTest)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000656ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100657ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
658
659ARMNN_AUTO_TEST_CASE(EqualSimpleFloat16, EqualSimpleFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100660ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100661ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test)
662
663ARMNN_AUTO_TEST_CASE(EqualSimpleUint8, EqualSimpleUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000664ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100665ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000666
FrancisMurtagh878f0232018-12-19 10:56:15 +0000667// Greater
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100668ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000669ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100670ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
671
672ARMNN_AUTO_TEST_CASE(GreaterSimpleFloat16, GreaterSimpleFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100673ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100674ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test)
675
676ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test)
677ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
678ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
679
680// GreaterOrEqual
681ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
682ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
683ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
684
685ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test)
686ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test)
687ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test)
688
689ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
690ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
691ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
692
693// Less
694ARMNN_AUTO_TEST_CASE(LessSimple, LessSimpleTest)
695ARMNN_AUTO_TEST_CASE(LessBroadcast1Element, LessBroadcast1ElementTest)
696ARMNN_AUTO_TEST_CASE(LessBroadcast1dVector, LessBroadcast1dVectorTest)
697
698ARMNN_AUTO_TEST_CASE(LessSimpleFloat16, LessSimpleFloat16Test)
699ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test)
700ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test)
701
702ARMNN_AUTO_TEST_CASE(LessSimpleUint8, LessSimpleUint8Test)
703ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
704ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
705
Teresa Charlin2b030d92020-03-27 16:40:56 +0000706// LessOrEqual
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100707ARMNN_AUTO_TEST_CASE(LessOrEqualSimple, LessOrEqualSimpleTest)
708ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
709ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
710
711ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test)
712ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test)
713ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test)
714
715ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
716ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
717ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
718
719// NotEqual
720ARMNN_AUTO_TEST_CASE(NotEqualSimple, NotEqualSimpleTest)
721ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
722ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
723
724ARMNN_AUTO_TEST_CASE(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test)
725ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test)
726ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test)
727
728ARMNN_AUTO_TEST_CASE(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
729ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
730ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000731
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000732// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000733ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
734ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
735ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100736ARMNN_AUTO_TEST_CASE(MaximumFloat16, MaximumFloat16Test)
737ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementFloat16, MaximumBroadcast1ElementFloat16Test)
738ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorFloat16, MaximumBroadcast1DVectorFloat16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000739ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
740ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
741ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100742ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
743ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
744ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000745
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000746// Min
747ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
748ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
749ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100750ARMNN_AUTO_TEST_CASE(MinimumFloat16, MinimumFloat16Test)
751ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementFloat16, MinimumBroadcast1ElementFloat16Test)
752ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorFloat16, MinimumBroadcast1DVectorFloat16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100753ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
754ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
755ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000756
telsoa014fcda012018-03-09 14:13:49 +0000757// Mul
758ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100759ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
760ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000761ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100762ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
763ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100764ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
765ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
766ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100767ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000768
769// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100770ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
771ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
772ARMNN_AUTO_TEST_CASE(BatchNormFloat16, BatchNormFloat16Test)
773ARMNN_AUTO_TEST_CASE(BatchNormFloat16Nhwc, BatchNormFloat16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000774ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100775ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100776ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
777ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000778
James Conroy59540822018-10-11 12:39:05 +0100779// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100780ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100781 SimpleResizeBilinearTest<DataType::Float32>,
782 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100783ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearFloat16,
784 SimpleResizeBilinearTest<DataType::Float16>,
785 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100786ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8,
787 SimpleResizeBilinearTest<DataType::QAsymmS8>,
788 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100789ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000790 SimpleResizeBilinearTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100791 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100792ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000793 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100794 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100795ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100796 ResizeBilinearNopTest<DataType::Float32>,
797 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100798ARMNN_AUTO_TEST_CASE(ResizeBilinearNopFloat16,
799 ResizeBilinearNopTest<DataType::Float16>,
800 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100801ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8,
802 ResizeBilinearNopTest<DataType::QAsymmS8>,
803 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100804ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000805 ResizeBilinearNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100806 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100807ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000808 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100809 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100810ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100811 ResizeBilinearSqMinTest<DataType::Float32>,
812 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100813ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinFloat16,
814 ResizeBilinearSqMinTest<DataType::Float16>,
815 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100816ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8,
817 ResizeBilinearSqMinTest<DataType::QAsymmS8>,
818 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100819ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000820 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100821 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100822ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000823 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100824 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100825ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100826 ResizeBilinearMinTest<DataType::Float32>,
827 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100828ARMNN_AUTO_TEST_CASE(ResizeBilinearMinFloat16,
829 ResizeBilinearMinTest<DataType::Float16>,
830 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100831ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8,
832 ResizeBilinearMinTest<DataType::QAsymmS8>,
833 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100834ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000835 ResizeBilinearMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100836 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100837ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000838 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100839 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100840ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100841 ResizeBilinearMagTest<DataType::Float32>,
842 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100843ARMNN_AUTO_TEST_CASE(ResizeBilinearMagFloat16,
844 ResizeBilinearMagTest<DataType::Float16>,
845 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100846ARMNN_AUTO_TEST_CASE(ResizeBilinearMagInt8,
847 ResizeBilinearMagTest<DataType::QAsymmS8>,
848 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100849ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000850 ResizeBilinearMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100851 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100852ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000853 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100854 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000855
James Conroy59540822018-10-11 12:39:05 +0100856// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100857ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100858 ResizeBilinearNopTest<DataType::Float32>,
859 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100860ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwcFloat16,
861 ResizeBilinearNopTest<DataType::Float16>,
862 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100863ARMNN_AUTO_TEST_CASE(ResizeBilinearNopInt8Nhwc,
864 ResizeBilinearNopTest<DataType::QAsymmS8>,
865 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100866ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000867 ResizeBilinearNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100868 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100869ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000870 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100871 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100872ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100873 SimpleResizeBilinearTest<DataType::Float32>,
874 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100875ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwcFloat16,
876 SimpleResizeBilinearTest<DataType::Float16>,
877 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100878ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearInt8Nhwc,
879 SimpleResizeBilinearTest<DataType::QAsymmS8>,
880 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100881ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000882 SimpleResizeBilinearTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100883 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100884ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000885 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100886 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100887ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100888 ResizeBilinearSqMinTest<DataType::Float32>,
889 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100890ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwcFloat16,
891 ResizeBilinearSqMinTest<DataType::Float16>,
892 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100893ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinInt8Nhwc,
894 ResizeBilinearSqMinTest<DataType::QAsymmS8>,
895 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100896ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000897 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100898 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100899ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000900 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100901 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100902ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100903 ResizeBilinearMinTest<DataType::Float32>,
904 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100905ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwcFloat16,
906 ResizeBilinearMinTest<DataType::Float16>,
907 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100908ARMNN_AUTO_TEST_CASE(ResizeBilinearMinInt8Nhwc,
909 ResizeBilinearMinTest<DataType::QAsymmS8>,
910 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100911ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000912 ResizeBilinearMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100913 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100914ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000915 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100916 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100917ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100918 ResizeBilinearMagTest<DataType::Float32>,
919 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100920ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwcFloat16,
921 ResizeBilinearMagTest<DataType::Float16>,
922 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100923ARMNN_AUTO_TEST_CASE(ResizeBilinearMagInt8Nhwc,
924 ResizeBilinearMagTest<DataType::QAsymmS8>,
925 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100926ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000927 ResizeBilinearMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100928 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100929ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000930 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100931 DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100932
Teresa Charlin970f43b2019-07-01 13:51:07 +0100933// Resize NearestNeighbor - NCHW
934ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100935 SimpleResizeNearestNeighborTest<DataType::Float32>,
936 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100937ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8,
938 SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
939 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100940ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000941 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100942 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100943ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000944 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100945 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100946ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100947 ResizeNearestNeighborNopTest<DataType::Float32>,
948 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100949ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8,
950 ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
951 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100952ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000953 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100954 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100955ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000956 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100957 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100958ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100959 ResizeNearestNeighborSqMinTest<DataType::Float32>,
960 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100961ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8,
962 ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
963 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100964ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000965 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100966 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100967ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000968 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100969 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100970ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100971 ResizeNearestNeighborMinTest<DataType::Float32>,
972 DataLayout::NCHW)
Sadik Armagan303980c2020-04-17 12:45:14 +0100973ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8,
974 ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
975 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100976ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000977 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100978 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100979ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000980 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100981 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100982ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100983 ResizeNearestNeighborMagTest<DataType::Float32>,
984 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Sadik Armagan303980c2020-04-17 12:45:14 +0100985ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8,
986 ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
987 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100988ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000989 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100990 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100991ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000992 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100993 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100994
995// Resize NearestNeighbor - NHWC
996ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100997 ResizeNearestNeighborNopTest<DataType::Float32>,
998 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +0100999ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopInt8Nhwc,
1000 ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
1001 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001002ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001003 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001004 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001005ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001006 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001007 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001008ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001009 SimpleResizeNearestNeighborTest<DataType::Float32>,
1010 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001011ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborInt8Nhwc,
1012 SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
1013 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001014ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001015 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001016 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001017ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001018 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001019 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001020ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001021 ResizeNearestNeighborSqMinTest<DataType::Float32>,
1022 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001023ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinInt8Nhwc,
1024 ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
1025 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001026ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001027 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001028 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001029ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001030 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001031 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001032ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001033 ResizeNearestNeighborMinTest<DataType::Float32>,
1034 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001035ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinInt8Nhwc,
1036 ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
1037 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001038ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001039 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001040 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001041ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001042 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001043 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001044ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001045 ResizeNearestNeighborMagTest<DataType::Float32>,
1046 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Sadik Armagan303980c2020-04-17 12:45:14 +01001047ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagInt8Nhwc,
1048 ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
1049 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001050ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001051 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001052 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001053ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001054 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001055 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +01001056
telsoa014fcda012018-03-09 14:13:49 +00001057// Fake Quantization
1058ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
1059
Matteo Martincigh539b44d2018-10-01 09:26:39 +01001060// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001061ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
1062ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
1063ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
1064ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001065
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001066ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
1067ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
1068ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
1069ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +00001070
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001071ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
1072ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
1073ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
1074ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001075
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001076ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
1077ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
1078ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
1079ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001080
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001081ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
1082ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
1083ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
1084ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +00001085
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001086ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
1087ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
1088ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
1089ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +01001090
Matthew Jackson82b15ed2019-07-25 16:14:30 +01001091ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
1092
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001093ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
1094ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +01001095
Aron Virginas-Tare662a942019-10-14 15:12:00 +01001096// LogSoftmax
1097ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
1098ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_2, LogSoftmaxTest2<DataType::Float32>)
1099ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_3, LogSoftmaxTest3<DataType::Float32>)
1100ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_4, LogSoftmaxTest4<DataType::Float32>)
1101
1102ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_1, LogSoftmaxTest1<DataType::Float16>)
1103ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_2, LogSoftmaxTest2<DataType::Float16>)
1104ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_3, LogSoftmaxTest3<DataType::Float16>)
1105ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_4, LogSoftmaxTest4<DataType::Float16>)
1106
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001107// Pad
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001108ARMNN_AUTO_TEST_CASE(PadBFloat162d, PadBFloat162dTest)
1109ARMNN_AUTO_TEST_CASE(PadBFloat162dCustomPadding, PadBFloat162dCustomPaddingTest)
1110ARMNN_AUTO_TEST_CASE(PadBFloat163d, PadBFloat163dTest)
1111ARMNN_AUTO_TEST_CASE(PadBFloat164d, PadBFloat164dTest)
1112
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001113ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +01001114ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001115ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
1116ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
1117
1118ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +01001119ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001120ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
1121ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001122
Derek Lambertif90c56d2020-01-10 17:14:08 +00001123ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
1124ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
1125ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
1126ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +01001127
telsoa014fcda012018-03-09 14:13:49 +00001128// Constant
1129ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +01001130ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
1131ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +00001132
1133// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001134ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
1135ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001136
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001137ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
1138ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
1139ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
1140ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001141
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001142ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
1143ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
1144ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
1145ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001146
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001147ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
1148ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
1149ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
1150ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
1151ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, true)
1152ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001153
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001154ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
1155ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
1156ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
1157ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
1158ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
1159ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001160
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001161ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
1162ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
1163ARMNN_AUTO_TEST_CASE(Concat4dDim2, Concat4dDim2Test)
1164ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, true)
1165ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
1166ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
1167ARMNN_AUTO_TEST_CASE(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
1168ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001169
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001170ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
1171ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
1172ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
1173ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
1174ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
1175ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
1176ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
1177ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001178
1179// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001180ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001181ARMNN_AUTO_TEST_CASE(SimpleFloorFloat16, SimpleFloorTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001182ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QSymmS16>)
telsoa014fcda012018-03-09 14:13:49 +00001183
1184// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001185ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001186ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymmS8, SimpleReshapeTest<DataType::QAsymmS8>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001187ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QAsymmU8>)
1188ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QSymmS16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +01001189ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +00001190
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001191// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001192ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1193ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1194ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1195ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001196ARMNN_AUTO_TEST_CASE(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
1197ARMNN_AUTO_TEST_CASE(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001198ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymmS8, Rsqrt2dTest<DataType::QAsymmS8>)
1199ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymmS8, Rsqrt3dTest<DataType::QAsymmS8>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001200ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QAsymmU8>)
1201ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QAsymmU8>)
1202ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QSymmS16>)
1203ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QSymmS16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001204
telsoa014fcda012018-03-09 14:13:49 +00001205// Permute
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001206ARMNN_AUTO_TEST_CASE(SimplePermuteBFloat16, SimplePermuteTest<DataType::BFloat16>)
1207ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet1Test, PermuteValueSet1Test<DataType::BFloat16>)
1208ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet2Test, PermuteValueSet2Test<DataType::BFloat16>)
1209ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet3Test, PermuteValueSet3Test<DataType::BFloat16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001210ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
1211ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
1212ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
1213ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001214ARMNN_AUTO_TEST_CASE(SimplePermuteQASymS8, SimplePermuteTest<DataType::QAsymmS8>)
1215ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
1216ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
1217ARMNN_AUTO_TEST_CASE(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001218ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
1219ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
1220ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
1221ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
1222ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QSymmS16>)
1223ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QSymmS16>)
1224ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QSymmS16>)
1225ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QSymmS16>)
telsoa014fcda012018-03-09 14:13:49 +00001226
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001227// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +01001228BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
1229 LstmUtilsZeroVectorTest(); }
1230BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
1231 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
1232 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
1233 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
1234BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
1235 LstmUtilsVectorBatchVectorCwiseProductTest(); }
1236BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
1237 LstmUtilsVectorBatchVectorAddTest(); }
1238
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001239ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
1240 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
1241ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
1242 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
1243ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
1244 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
1245
Jan Eilers38e05bd2019-06-26 13:10:09 +01001246ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
1247 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
1248
Conor Kennedyb9971c92019-05-07 07:14:23 +01001249ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
1250 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
1251ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
1252 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
1253ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
1254 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
1255ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
1256 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
1257
James Conroy4f1f8992020-04-29 20:01:10 +01001258// QLstm
1259ARMNN_AUTO_TEST_CASE(QLstm, QLstmTest)
1260
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +00001261// Convert from BFloat16 to Float32
1262ARMNN_AUTO_TEST_CASE(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
1263
Narumol Prangnawaratea54a012020-03-16 16:36:10 +00001264// Convert from Float32 to BFloat16
1265ARMNN_AUTO_TEST_CASE(ConvertFp32ToBf16, ConvertFp32ToBf16Test)
1266
telsoa01c577f2c2018-08-31 09:22:23 +01001267// Convert from Float16 to Float32
1268ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
1269// Convert from Float32 to Float16
1270ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
1271
narpra011e4c31d2018-09-28 11:07:51 +01001272// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001273ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1274ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1275ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1276ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1277ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1278ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1279ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +01001280
Sadik Armagan303980c2020-04-17 12:45:14 +01001281ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
1282ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
1283ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
1284ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
1285ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
1286ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
1287ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
1288
Derek Lambertif90c56d2020-01-10 17:14:08 +00001289ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
1290ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
1291ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
1292ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
1293ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
1294ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
1295ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
narpra011e4c31d2018-09-28 11:07:51 +01001296
Derek Lambertif90c56d2020-01-10 17:14:08 +00001297ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QSymmS16>)
1298ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QSymmS16>)
1299ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QSymmS16>)
1300ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QSymmS16>)
1301ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QSymmS16>)
1302ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QSymmS16>)
1303ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QSymmS16>)
James Conroyb80775f2019-06-11 11:25:30 +01001304
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +01001305ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
1306
Nikhil Raj68c2c902019-09-19 11:21:11 +01001307// ArgMinMax
1308ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1309ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
James Conroyd47a0642019-09-17 14:22:06 +01001310ARMNN_AUTO_TEST_CASE(ArgMinChannelFloat32, ArgMinChannelTest<DataType::Float32>)
1311ARMNN_AUTO_TEST_CASE(ArgMaxChannelFloat32, ArgMaxChannelTest<DataType::Float32>)
1312ARMNN_AUTO_TEST_CASE(ArgMaxHeightFloat32, ArgMaxHeightTest<DataType::Float32>)
1313ARMNN_AUTO_TEST_CASE(ArgMinWidthFloat32, ArgMinWidthTest<DataType::Float32>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001314
Teresa Charline300b362020-05-25 10:01:03 +01001315ARMNN_AUTO_TEST_CASE(ArgMaxFloat16, ArgMaxSimpleTest<DataType::Float16>)
1316ARMNN_AUTO_TEST_CASE(ArgMinFloat16, ArgMinSimpleTest<DataType::Float16>)
1317ARMNN_AUTO_TEST_CASE(ArgMinChannelFloat16, ArgMinChannelTest<DataType::Float16>)
1318ARMNN_AUTO_TEST_CASE(ArgMaxChannelFloat16, ArgMaxChannelTest<DataType::Float16>)
1319ARMNN_AUTO_TEST_CASE(ArgMaxHeightFloat16, ArgMaxHeightTest<DataType::Float16>)
1320ARMNN_AUTO_TEST_CASE(ArgMinWidthFloat16, ArgMinWidthTest<DataType::Float16>)
1321
Francis Murtagh1939df52019-11-13 15:21:09 +00001322ARMNN_AUTO_TEST_CASE(ArgMaxSigned32, ArgMaxSimpleTest<DataType::Signed32>)
1323ARMNN_AUTO_TEST_CASE(ArgMinSigned32, ArgMinSimpleTest<DataType::Signed32>)
1324ARMNN_AUTO_TEST_CASE(ArgMinChannelSigned32, ArgMinChannelTest<DataType::Signed32>)
1325ARMNN_AUTO_TEST_CASE(ArgMaxChannelSigned32, ArgMaxChannelTest<DataType::Signed32>)
1326ARMNN_AUTO_TEST_CASE(ArgMaxHeightSigned32, ArgMaxHeightTest<DataType::Signed32>)
1327ARMNN_AUTO_TEST_CASE(ArgMinWidthSigned32, ArgMinWidthTest<DataType::Signed32>)
1328
Sadik Armagan303980c2020-04-17 12:45:14 +01001329ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
1330ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
1331ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
1332ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
1333
Derek Lambertif90c56d2020-01-10 17:14:08 +00001334ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1335ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1336ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1337ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001338
Derek Lambertif90c56d2020-01-10 17:14:08 +00001339ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedSymm16, ArgMaxSimpleTest<DataType::QSymmS16>)
1340ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedSymm16, ArgMinSimpleTest<DataType::QSymmS16>)
1341ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedSymm16, ArgMinChannelTest<DataType::QSymmS16>)
1342ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedSymm16, ArgMaxChannelTest<DataType::QSymmS16>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001343
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001344// Space To Batch Nd
1345ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
1346ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
1347ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
1348ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
1349
Matthew Jackson9bff1442019-09-12 09:08:23 +01001350ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat16, SpaceToBatchNdSimpleFloat16Test)
1351ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat16, SpaceToBatchNdMultiChannelsFloat16Test)
1352ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat16, SpaceToBatchNdMultiBlockFloat16Test)
1353ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat16, SpaceToBatchNdPaddingFloat16Test)
1354
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001355ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
1356ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
1357ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
1358ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
1359
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001360ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
1361ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
1362ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
1363ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001364
Matthew Jackson9bff1442019-09-12 09:08:23 +01001365ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat16, SpaceToBatchNdSimpleNhwcFloat16Test)
1366ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat16, SpaceToBatchNdMultiChannelsNhwcFloat16Test)
1367ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat16, SpaceToBatchNdMultiBlockNhwcFloat16Test)
1368ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat16, SpaceToBatchNdPaddingNhwcFloat16Test)
1369
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001370ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
1371ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
1372ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
1373ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001374
nikraj01120522a2019-05-31 11:33:07 +01001375ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
1376ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
1377ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
1378ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
1379
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001380ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
1381ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
1382ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
1383ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001384
Francis Murtagh57f13d52019-06-24 14:24:36 +01001385// BatchToSpace
Matthew Jackson9bff1442019-09-12 09:08:23 +01001386ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
1387ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
1388ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1389ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1390ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1391ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1392ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
1393
1394ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_1, BatchToSpaceNdNhwcTest1<DataType::Float16>)
1395ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_2, BatchToSpaceNdNhwcTest2<DataType::Float16>)
1396ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_3, BatchToSpaceNdNhwcTest3<DataType::Float16>)
1397ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_4, BatchToSpaceNdNhwcTest4<DataType::Float16>)
1398ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_5, BatchToSpaceNdNhwcTest5<DataType::Float16>)
1399ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
1400ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001401
Sadik Armagan303980c2020-04-17 12:45:14 +01001402ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
1403ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
1404ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
1405ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt4, BatchToSpaceNdNhwcTest4<DataType::QAsymmS8>)
1406ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt5, BatchToSpaceNdNhwcTest5<DataType::QAsymmS8>)
1407ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt6, BatchToSpaceNdNhwcTest6<DataType::QAsymmS8>)
1408ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcInt7, BatchToSpaceNdNhwcTest7<DataType::QAsymmS8>)
1409
Derek Lambertif90c56d2020-01-10 17:14:08 +00001410ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
1411ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
1412ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
1413ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QAsymmU8>)
1414ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QAsymmU8>)
1415ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QAsymmU8>)
1416ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QAsymmU8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001417
Derek Lambertif90c56d2020-01-10 17:14:08 +00001418ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QSymmS16>)
1419ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QSymmS16>)
1420ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QSymmS16>)
1421ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QSymmS16>)
1422ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QSymmS16>)
1423ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QSymmS16>)
1424ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001425
Matthew Jackson9bff1442019-09-12 09:08:23 +01001426ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_1, BatchToSpaceNdNchwTest1<DataType::Float16>)
1427ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_2, BatchToSpaceNdNchwTest2<DataType::Float16>)
1428ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_3, BatchToSpaceNdNchwTest3<DataType::Float16>)
1429ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_4, BatchToSpaceNdNchwTest4<DataType::Float16>)
1430ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_5, BatchToSpaceNdNchwTest5<DataType::Float16>)
1431ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
1432ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
Mike Kelly831faed2018-11-28 11:52:08 +00001433
Sadik Armagan303980c2020-04-17 12:45:14 +01001434ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
1435ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
1436ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
1437ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt4, BatchToSpaceNdNchwTest4<DataType::QAsymmS8>)
1438ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt5, BatchToSpaceNdNchwTest5<DataType::QAsymmS8>)
1439ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt6, BatchToSpaceNdNchwTest6<DataType::QAsymmS8>)
1440ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwInt7, BatchToSpaceNdNchwTest7<DataType::QAsymmS8>)
1441
Derek Lambertif90c56d2020-01-10 17:14:08 +00001442ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
1443ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
1444ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
1445ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QAsymmU8>)
1446ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QAsymmU8>)
1447ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QAsymmU8>)
1448ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QAsymmU8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001449
Derek Lambertif90c56d2020-01-10 17:14:08 +00001450ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QSymmS16>)
1451ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QSymmS16>)
1452ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QSymmS16>)
1453ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QSymmS16>)
1454ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QSymmS16>)
1455ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QSymmS16>)
1456ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001457
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001458// DepthToSpace
1459ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
1460ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
1461ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
1462ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
1463
1464ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
1465ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
1466ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
1467ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
1468
Sadik Armagan303980c2020-04-17 12:45:14 +01001469ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
1470ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
1471ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
1472ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
1473
Derek Lambertif90c56d2020-01-10 17:14:08 +00001474ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
1475ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
1476ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
1477ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001478
Derek Lambertif90c56d2020-01-10 17:14:08 +00001479ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
1480ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
1481ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
1482ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001483
1484ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
1485ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
1486ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
1487ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
1488
1489ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
1490ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
1491ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
1492ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
1493
Sadik Armagan303980c2020-04-17 12:45:14 +01001494ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
1495ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
1496ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
1497ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
1498
Derek Lambertif90c56d2020-01-10 17:14:08 +00001499ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
1500ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
1501ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
1502ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001503
Derek Lambertif90c56d2020-01-10 17:14:08 +00001504ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
1505ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
1506ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
1507ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001508
Francis Murtagh57f13d52019-06-24 14:24:36 +01001509// SpaceToDepth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001510ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1511ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001512
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001513ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1514ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001515
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001516ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1517ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001518
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001519ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1520ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001521
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001522// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001523ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1524ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001525ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1526ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1527ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Francis Murtaghec33a912019-11-05 14:26:23 +00001528ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
1529ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
1530 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
1531ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1532ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1533ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1534ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1535ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32,
1536 StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1537ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32,
1538 StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1539ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32,
1540 StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1541ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32,
1542 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001543ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1544ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1545ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1546ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001547
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001548ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
1549ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001550ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1551ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1552ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Francis Murtaghec33a912019-11-05 14:26:23 +00001553ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8,
1554 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1555ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1556ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1557ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1558ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1559ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8,
1560 StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1561ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8,
1562 StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1563ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8,
1564 StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1565ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8,
1566 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001567ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1568ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1569ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1570ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001571
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001572ARMNN_AUTO_TEST_CASE(StridedSlice4dInt16, StridedSlice4dInt16Test)
1573ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001574ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1575ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1576ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001577ARMNN_AUTO_TEST_CASE(StridedSlice3dInt16, StridedSlice3dInt16Test)
1578ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1579ARMNN_AUTO_TEST_CASE(StridedSlice2dInt16, StridedSlice2dInt16Test)
1580ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001581
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001582// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001583ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1584ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1585ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1586ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001587
Narumol Prangnawarat403a1852020-03-12 14:24:13 +00001588ARMNN_AUTO_TEST_CASE(Debug4dBFloat16, Debug4dBFloat16Test)
1589ARMNN_AUTO_TEST_CASE(Debug3dBFloat16, Debug3dBFloat16Test)
1590ARMNN_AUTO_TEST_CASE(Debug2dBFloat16, Debug2dBFloat16Test)
1591ARMNN_AUTO_TEST_CASE(Debug1dBFloat16, Debug1dBFloat16Test)
1592
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001593ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1594ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1595ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1596ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001597
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001598ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1599ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1600ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1601ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001602
narpra014951d842019-01-18 16:53:53 +00001603// Gather
Matthew Jackson9bff1442019-09-12 09:08:23 +01001604ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
1605ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat16, Gather1dParamsFloat16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001606ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
1607ARMNN_AUTO_TEST_CASE(Gather1dParamsInt16, Gather1dParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001608ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
1609ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat16, GatherMultiDimParamsFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001610ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001611ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001612ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat32, GatherMultiDimParamsMultiDimIndicesFloat32Test)
1613ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat16, GatherMultiDimParamsMultiDimIndicesFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001614ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001615ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001616
Sadik Armagan9199e582019-09-05 17:35:31 +01001617// Abs
1618ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1619ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1620ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001621ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1622ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
Kevin Mayec52c3a2020-04-24 09:42:31 +01001623ARMNN_AUTO_TEST_CASE(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
1624ARMNN_AUTO_TEST_CASE(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
1625ARMNN_AUTO_TEST_CASE(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
1626
Sadik Armagan303980c2020-04-17 12:45:14 +01001627ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymmS8, Abs2dTest<DataType::QAsymmS8>)
1628ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymmS8, Abs3dTest<DataType::QAsymmS8>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001629ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QAsymmU8>)
1630ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QAsymmU8>)
1631ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QSymmS16>)
1632ARMNN_AUTO_TEST_CASE(Abs3dQuantisedSymm16, Abs3dTest<DataType::QSymmS16>)
Sadik Armagan9199e582019-09-05 17:35:31 +01001633
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001634// Detection PostProcess
1635BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1636{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001637 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001638}
1639BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1640{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001641 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001642}
Sadik Armagan303980c2020-04-17 12:45:14 +01001643BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt8)
1644{
1645 DetectionPostProcessRegularNmsQuantizedTest<
1646 RefWorkloadFactory, DataType::QAsymmS8>();
1647}
1648BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt8)
1649{
1650 DetectionPostProcessRegularNmsQuantizedTest<
1651 RefWorkloadFactory, DataType::QAsymmS8>();
1652}
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001653BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1654{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001655 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001656 RefWorkloadFactory, DataType::QAsymmU8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001657}
1658BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1659{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001660 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001661 RefWorkloadFactory, DataType::QAsymmU8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001662}
1663BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1664{
1665 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001666 RefWorkloadFactory, DataType::QSymmS16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001667}
1668BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1669{
1670 DetectionPostProcessFastNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001671 RefWorkloadFactory, DataType::QSymmS16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001672}
1673
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001674// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001675ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1676ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001677ARMNN_AUTO_TEST_CASE(DequantizeSimpleAsymmInt8, DequantizeSimpleAsymmInt8Test)
1678ARMNN_AUTO_TEST_CASE(DequantizeOffsetAsymmInt8, DequantizeOffsetAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001679ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8, DequantizeSimpleInt8Test)
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001680ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001681ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001682ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8ToFp16, DequantizeSimpleInt8ToFp16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001683ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001684
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001685// Quantize
1686ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1687ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001688ARMNN_AUTO_TEST_CASE(QuantizeClampAsymmInt8, QuantizeClampAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001689ARMNN_AUTO_TEST_CASE(QuantizeClampInt8, QuantizeClampInt8Test)
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001690ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1691
Matteo Martincighab9e5252019-06-13 17:27:46 +01001692// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001693ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001694ARMNN_AUTO_TEST_CASE(PreluFloat16, PreluTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001695ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QAsymmU8>)
1696ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QSymmS16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001697
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +01001698// Slice
1699ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1700ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1701ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1702ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1703
1704ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1705ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1706ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1707ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1708
1709ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1710ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1711ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1712ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1713
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001714// Transpose
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001715ARMNN_AUTO_TEST_CASE(SimpleTransposeBFloat16, SimpleTransposeTest<DataType::BFloat16>)
1716ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet1Test, TransposeValueSet1Test<DataType::BFloat16>)
1717ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet2Test, TransposeValueSet2Test<DataType::BFloat16>)
1718ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet3Test, TransposeValueSet3Test<DataType::BFloat16>)
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001719ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
1720ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
1721ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
1722ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001723ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymmS8, SimpleTransposeTest<DataType::QAsymmS8>)
1724ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
1725ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
1726ARMNN_AUTO_TEST_CASE(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001727ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
1728ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
1729ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
1730ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
1731ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
1732ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
1733ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
1734ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
1735
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001736// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001737ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1738 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1739 true,
1740 DataLayout::NCHW)
1741ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1742 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1743 true,
1744 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001745ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt8Nchw,
1746 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1747 true,
1748 DataLayout::NCHW)
1749ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt8Nhwc,
1750 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1751 true,
1752 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001753ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001754 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001755 true,
1756 DataLayout::NCHW)
1757ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001758 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001759 true,
1760 DataLayout::NHWC)
1761ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001762 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001763 true,
1764 DataLayout::NCHW)
1765ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001766 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001767 true,
1768 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001769
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001770ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1771 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1772 false,
1773 DataLayout::NCHW)
1774ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1775 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1776 true,
1777 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001778ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt8Nchw,
1779 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1780 true,
1781 DataLayout::NCHW)
1782ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt8Nhwc,
1783 SimpleTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1784 true,
1785 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001786ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001787 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001788 true,
1789 DataLayout::NCHW)
1790ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001791 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001792 true,
1793 DataLayout::NHWC)
1794ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001795 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001796 true,
1797 DataLayout::NCHW)
1798ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001799 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001800 true,
1801 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001802
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001803ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1804 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1805 true,
1806 DataLayout::NCHW)
1807ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1808 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1809 true,
1810 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001811ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt8Nchw,
1812 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1813 true,
1814 DataLayout::NCHW)
1815ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt8Nhwc,
1816 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1817 true,
1818 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001819ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001820 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001821 true,
1822 DataLayout::NCHW)
1823ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001824 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001825 true,
1826 DataLayout::NHWC)
1827ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001828 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001829 true,
1830 DataLayout::NCHW)
1831ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001832 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001833 true,
1834 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001835
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001836ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1837 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1838 false,
1839 DataLayout::NCHW)
1840ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1841 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1842 true,
1843 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001844ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
1845 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1846 true,
1847 DataLayout::NCHW)
1848ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
1849 PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1850 true,
1851 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001852ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001853 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001854 true,
1855 DataLayout::NCHW)
1856ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001857 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001858 true,
1859 DataLayout::NHWC)
1860ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001861 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001862 true,
1863 DataLayout::NCHW)
1864ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001865 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001866 true,
1867 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001868
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001869ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1870 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1871 true,
1872 DataLayout::NCHW)
1873ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1874 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1875 true,
1876 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001877ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt8Nchw,
1878 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1879 true,
1880 DataLayout::NCHW)
1881ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt8Nhwc,
1882 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1883 true,
1884 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001885ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001886 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001887 true,
1888 DataLayout::NCHW)
1889ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001890 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001891 true,
1892 DataLayout::NHWC)
1893ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001894 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001895 true,
1896 DataLayout::NCHW)
1897ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001898 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001899 true,
1900 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001901
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001902ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1903 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1904 false,
1905 DataLayout::NCHW)
1906ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1907 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1908 true,
1909 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001910ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt8Nchw,
1911 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1912 true,
1913 DataLayout::NCHW)
1914ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt8Nhwc,
1915 StridedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1916 true,
1917 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001918ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001919 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001920 true,
1921 DataLayout::NCHW)
1922ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001923 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001924 true,
1925 DataLayout::NHWC)
1926ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001927 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001928 true,
1929 DataLayout::NCHW)
1930ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001931 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001932 true,
1933 DataLayout::NCHW)
1934
1935ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1936 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1937 DataLayout::NCHW)
1938ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1939 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1940 DataLayout::NHWC)
Sadik Armagan303980c2020-04-17 12:45:14 +01001941ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt8Nchw,
1942 MultiChannelTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1943 DataLayout::NCHW)
1944ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt8Nhwc,
1945 MultiChannelTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
1946 DataLayout::NHWC)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001947ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001948 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001949 DataLayout::NCHW)
1950ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001951 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001952 DataLayout::NHWC)
1953ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001954 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001955 DataLayout::NCHW)
1956ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001957 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001958 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001959
Aron Virginas-Tar94d3b932019-11-11 12:54:47 +00001960ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNchw,
1961 TransposeConvolution2dPerAxisQuantTest,
1962 DataLayout::NCHW);
1963ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNhwc,
1964 TransposeConvolution2dPerAxisQuantTest,
1965 DataLayout::NHWC);
1966
Matthew Jackson81e601c2019-07-11 12:07:09 +01001967// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +01001968ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1969ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1970ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1971ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1972ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1973ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1974ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01001975
Sadik Armaganac472102020-03-24 09:54:36 +00001976// Neg
1977ARMNN_AUTO_TEST_CASE(Neg2d, Neg2dTest<DataType::Float32>)
1978ARMNN_AUTO_TEST_CASE(Neg3d, Neg3dTest<DataType::Float32>)
1979ARMNN_AUTO_TEST_CASE(NegZero, NegZeroTest<DataType::Float32>)
1980ARMNN_AUTO_TEST_CASE(NegNegative, NegNegativeTest<DataType::Float32>)
1981ARMNN_AUTO_TEST_CASE(Neg2dFloat16, Neg2dTest<DataType::Float16>)
1982ARMNN_AUTO_TEST_CASE(Neg3dFloat16, Neg3dTest<DataType::Float16>)
Sadik Armagan303980c2020-04-17 12:45:14 +01001983ARMNN_AUTO_TEST_CASE(Neg2dQuantisedAsymmS8, Neg2dTest<DataType::QAsymmS8>)
1984ARMNN_AUTO_TEST_CASE(Neg3dQuantisedAsymmS8, Neg3dTest<DataType::QAsymmS8>)
Sadik Armaganac472102020-03-24 09:54:36 +00001985ARMNN_AUTO_TEST_CASE(Neg2dQuantisedAsymm8, Neg2dTest<DataType::QAsymmU8>)
1986ARMNN_AUTO_TEST_CASE(Neg3dQuantisedAsymm8, Neg3dTest<DataType::QAsymmU8>)
1987ARMNN_AUTO_TEST_CASE(Neg2dQuantisedSymm16, Neg2dTest<DataType::QSymmS16>)
1988ARMNN_AUTO_TEST_CASE(Neg3dQuantisedSymm16, Neg3dTest<DataType::QSymmS16>)
1989
telsoa014fcda012018-03-09 14:13:49 +00001990BOOST_AUTO_TEST_SUITE_END()