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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)
Teresa Charlinedeeb162019-06-14 11:09:19 +010089ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +000090 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010091 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010092 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +010093ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +000094 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +010095 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010096 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +010097ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +000098 Convolution2d3x3Dilation3x3Test<DataType::QSymmS16, 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(Convolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000102 Convolution2d3x3Dilation3x3Test<DataType::QSymmS16, 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 +0100105
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000106ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3BFloat16,
107 Convolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
108 false,
109 DataLayout::NCHW)
110ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcBFloat16,
111 Convolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
112 false,
113 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100114ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100115 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100116 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100117 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100118ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100119 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100120 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100121 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100122ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000123 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
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(Convolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000127 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100128 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100129 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100130ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000131 Convolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100132 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100133 DataLayout::NCHW)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100134ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000135 Convolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlinedeeb162019-06-14 11:09:19 +0100136 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100137 DataLayout::NHWC)
Teresa Charlinedeeb162019-06-14 11:09:19 +0100138
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000139ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3BFloat16,
140 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::BFloat16, DataType::BFloat16>,
141 false,
142 DataLayout::NCHW)
143ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcBFloat16,
144 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::BFloat16, DataType::BFloat16>,
145 false,
146 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100147ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100148 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100149 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100150 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100151ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100152 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100153 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100154 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100155ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000156 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100157 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100158 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100159ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000160 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100161 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100162 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100163ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000164 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QSymmS16, DataType::Signed32>,
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(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000168 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100169 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100170 DataLayout::NHWC)
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100171
Aron Virginas-Tar5edc8812019-11-05 18:00:21 +0000172ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
173ARMNN_AUTO_TEST_CASE(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Teresa Charlin2b7519d2019-07-09 15:45:35 +0100174
telsoa014fcda012018-03-09 14:13:49 +0000175// Depthwise Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100176ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
177ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000178
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100179ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100180ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
181 DepthwiseConvolution2dUint8Test,
182 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100183 DataLayout::NCHW)
184ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100185
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100186ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
187ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100188
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100189ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100190ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
191 DepthwiseConvolution2dUint8Test,
192 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100193 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100194ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100195ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
196 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000197
Teresa Charlin20b1f882019-06-19 09:34:37 +0100198ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100199 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100200 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100201 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100202ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100203 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100204 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100205 DataLayout::NHWC)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000206ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3BFloat16,
207 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
208 false,
209 DataLayout::NCHW)
210ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcBFloat16,
211 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
212 false,
213 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100214ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000215 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100216 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100217 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100218ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000219 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100220 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100221 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100222ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000223 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100224 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100225 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100226ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000227 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100228 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100229 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100230
231ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100232 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100233 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100234 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100235ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100236 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100237 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100238 DataLayout::NHWC)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000239ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3BFloat16,
240 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
241 false,
242 DataLayout::NCHW)
243ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcBFloat16,
244 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
245 false,
246 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100247ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000248 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100249 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100250 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100251ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000252 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100253 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100254 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100255ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000256 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100257 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100258 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100259ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000260 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100261 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100262 DataLayout::NHWC)
Kevin May665a964a2019-08-21 16:53:50 +0100263ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4,
264 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
265 false,
266 armnn::DataLayout::NCHW)
267ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2,
268 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
269 false,
270 armnn::DataLayout::NCHW)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000271ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4BFloat16,
272 DepthwiseConvolution2dMult4Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
273 false,
274 armnn::DataLayout::NCHW)
275ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2BFloat16,
276 DepthwiseConvolution2dMult2Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
277 false,
278 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000279
jimfly01b9c89632018-10-26 16:50:13 +0100280ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100281 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100282ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100283 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Ruomei Yan88d44b82019-05-23 14:29:06 +0100284ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100285 DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100286
287ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100288 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100289ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100290 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100291
292ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100293 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100294ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100295 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100296
297ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100298 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100299ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100300 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000301
jimfly01382a91d2018-10-26 15:55:50 +0100302ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100303 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100304ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100305 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100306ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100307 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100308ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100309 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100310
Matthew Jacksond6a9dee2019-07-22 13:53:24 +0100311ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
312
Teresa Charlind8df0262019-11-11 12:28:15 +0000313ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
314 DataLayout::NCHW);
315ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
316 DataLayout::NHWC);
317
telsoa014fcda012018-03-09 14:13:49 +0000318// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100319//MaxPooling
telsoa014fcda012018-03-09 14:13:49 +0000320ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
321ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100322ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000323
324ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
325ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100326ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000327
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100328ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
329ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
330ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
331ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
332ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
333ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000334
Teresa Charlin0434df62019-06-06 13:40:35 +0100335ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
336ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
337ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
338ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
339ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
340ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
341
342//AveragePooling
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100343ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
344ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
345ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
346ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
347ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
348ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100349
350ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
351ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
352ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
353ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
354ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
355 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
356ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
357 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
358ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
359ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
360ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000361
surmeh01bceff2f2018-03-29 16:29:27 +0100362ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
363 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
364ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
365 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000366
367ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
368ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100369ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
370
371//L2Pooling
372ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
373ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
374ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
375
376ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
377ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
378ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000379
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100380ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
381ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
382ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
383ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
384ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
385ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000386
387ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
388ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100389ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000390
Teresa Charlin0434df62019-06-06 13:40:35 +0100391//NonSquarePooling
telsoa014fcda012018-03-09 14:13:49 +0000392ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
393ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100394ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
395
telsoa014fcda012018-03-09 14:13:49 +0000396
Teresa Charlin18515e22019-04-24 10:17:46 +0100397// Linear Activation
telsoa014fcda012018-03-09 14:13:49 +0000398ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
399ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100400ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000401
Kevin May09ca49c2019-10-09 12:37:34 +0100402// InstanceNormalization
403ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
404ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
405
406ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
407ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
408
409ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
410ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
411
412ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
413ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
414
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100415// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000416ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
417ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100418ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000419
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000420// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000421ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
422ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
423ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
424ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
425
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000426ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
427ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
428
429ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
430ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
431
Matthew Jackson9bff1442019-09-12 09:08:23 +0100432ARMNN_AUTO_TEST_CASE(SimpleSoftmaxFloat16, SimpleSoftmaxFloat16Test, 1.0f)
433ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxFloat16, Simple3dSoftmaxFloat16Test, 1.0f)
434ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxFloat16, Simple4dSoftmaxFloat16Test, 1.0f)
435
nikraj01248683f2019-05-29 16:46:50 +0100436ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
437ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
438ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
439
Francis Murtagh07f21212019-07-23 09:50:50 +0100440ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
441ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
442
443ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
444ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
445
446ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
447ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
448ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
449
450ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
451ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
452ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
453
454ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
455ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
456ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
457ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
458
459ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
460ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
461ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
462ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
463
Teresa Charlin18515e22019-04-24 10:17:46 +0100464// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000465ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
466ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100467ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000468
Teresa Charlin18515e22019-04-24 10:17:46 +0100469// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000470ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
471ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
472ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
473ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100474ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
475
476// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100477ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
478ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100479ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
480
481// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100482ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
483ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100484ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
485
konsof017f6db402019-06-07 15:15:58 +0100486
Teresa Charlin18515e22019-04-24 10:17:46 +0100487// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100488ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
489ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100490ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
491
492// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100493ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
494ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100495ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
496
497// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100498ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +0100499ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
konsof017f6db402019-06-07 15:15:58 +0100500ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100501ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
502
503// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100504ARMNN_AUTO_TEST_CASE(Square, SquareTest)
505ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100506ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
507
508// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100509ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
510ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100511ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
512
David Monahan3b3c3812020-02-25 09:03:29 +0000513// Elu Activation
514ARMNN_AUTO_TEST_CASE(Elu, EluTest)
515ARMNN_AUTO_TEST_CASE(EluUint8, EluUint8Test)
516ARMNN_AUTO_TEST_CASE(EluInt16, EluInt16Test)
Colm Donelan03fbeaf2020-02-26 15:39:23 +0000517// HardSwish Activation
518ARMNN_AUTO_TEST_CASE(HardSwish, HardSwishTest)
519ARMNN_AUTO_TEST_CASE(HardSwishUint8, HardSwishUint8Test)
520ARMNN_AUTO_TEST_CASE(HardSwishInt16, HardSwishInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000521
Francis Murtagh46c09d02019-05-28 08:15:28 +0100522// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000523ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Derek Lambertif90c56d2020-01-10 17:14:08 +0000524ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
525ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QSymmS16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000526ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Derek Lambertif90c56d2020-01-10 17:14:08 +0000527ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
528ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QSymmS16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000529ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
530
531ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
532ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
533
534// Splitter
Matthew Jackson9bff1442019-09-12 09:08:23 +0100535ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
536ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat16, SplitterFloat16Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100537ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100538ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000539
Matthew Jackson9bff1442019-09-12 09:08:23 +0100540ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
541ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat16, CopyViaSplitterFloat16Test)
telsoa014fcda012018-03-09 14:13:49 +0000542ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100543ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000544
Jim Flynn4ed6c832019-05-20 11:02:46 +0100545// Concat
546ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000547ARMNN_AUTO_TEST_CASE(ConcatBFloat16, ConcatBFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100548ARMNN_AUTO_TEST_CASE(ConcatFloat16, ConcatFloat16Test)
Jim Flynn4ed6c832019-05-20 11:02:46 +0100549ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
550ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
551ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100552ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000553 ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, true)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100554ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000555 ConcatDifferentInputOutputQParamTest<DataType::QSymmS16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000556
557// Add
558ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100559ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000560ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
561ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
562
563ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
564ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
565ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
566
Sadik Armagan2999a022019-04-09 14:20:12 +0100567ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
568ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
569ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
570
David Beckf195f032018-09-06 16:46:34 +0100571// Sub
572ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
573ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
574ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
575
Matthew Jackson9bff1442019-09-12 09:08:23 +0100576ARMNN_AUTO_TEST_CASE(SimpleSubFloat16, SubtractionTest)
577ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementFloat16, SubtractionBroadcast1ElementTest)
578ARMNN_AUTO_TEST_CASE(SubBroadcastFloat16, SubtractionBroadcastTest)
579
David Beck4a8692c2018-09-07 16:19:24 +0100580ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100581ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
582ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
583
Sadik Armagan2999a022019-04-09 14:20:12 +0100584ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
585ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
586ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
587
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100588// Div
589ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100590ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100591ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
592ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100593
594ARMNN_AUTO_TEST_CASE(DivisionFloat16, DivisionFloat16Test)
595ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1Element, DivisionBroadcast1ElementFloat16Test)
596ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1DVector, DivisionBroadcast1DVectorFloat16Test)
597
David Beck5cd01f32018-09-12 16:00:08 +0100598// NOTE: division by zero for quantized div needs more attention
599// see IVGCVSW-1849
600ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
601ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
602ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100603
Sadik Armagan2999a022019-04-09 14:20:12 +0100604ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
605ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
606ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
607
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000608// Equal
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100609ARMNN_AUTO_TEST_CASE(EqualSimple, EqualSimpleTest)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000610ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100611ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
612
613ARMNN_AUTO_TEST_CASE(EqualSimpleFloat16, EqualSimpleFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100614ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100615ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test)
616
617ARMNN_AUTO_TEST_CASE(EqualSimpleUint8, EqualSimpleUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000618ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100619ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000620
FrancisMurtagh878f0232018-12-19 10:56:15 +0000621// Greater
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100622ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000623ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100624ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
625
626ARMNN_AUTO_TEST_CASE(GreaterSimpleFloat16, GreaterSimpleFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100627ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100628ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test)
629
630ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test)
631ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
632ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
633
634// GreaterOrEqual
635ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
636ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
637ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
638
639ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test)
640ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test)
641ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test)
642
643ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
644ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
645ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
646
647// Less
648ARMNN_AUTO_TEST_CASE(LessSimple, LessSimpleTest)
649ARMNN_AUTO_TEST_CASE(LessBroadcast1Element, LessBroadcast1ElementTest)
650ARMNN_AUTO_TEST_CASE(LessBroadcast1dVector, LessBroadcast1dVectorTest)
651
652ARMNN_AUTO_TEST_CASE(LessSimpleFloat16, LessSimpleFloat16Test)
653ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test)
654ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test)
655
656ARMNN_AUTO_TEST_CASE(LessSimpleUint8, LessSimpleUint8Test)
657ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
658ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
659
660// GreaterOrEqual
661ARMNN_AUTO_TEST_CASE(LessOrEqualSimple, LessOrEqualSimpleTest)
662ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
663ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
664
665ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test)
666ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test)
667ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test)
668
669ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
670ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
671ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
672
673// NotEqual
674ARMNN_AUTO_TEST_CASE(NotEqualSimple, NotEqualSimpleTest)
675ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
676ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
677
678ARMNN_AUTO_TEST_CASE(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test)
679ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test)
680ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test)
681
682ARMNN_AUTO_TEST_CASE(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
683ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
684ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000685
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000686// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000687ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
688ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
689ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100690ARMNN_AUTO_TEST_CASE(MaximumFloat16, MaximumFloat16Test)
691ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementFloat16, MaximumBroadcast1ElementFloat16Test)
692ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorFloat16, MaximumBroadcast1DVectorFloat16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000693ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
694ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
695ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100696ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
697ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
698ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000699
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000700// Min
701ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
702ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
703ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100704ARMNN_AUTO_TEST_CASE(MinimumFloat16, MinimumFloat16Test)
705ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementFloat16, MinimumBroadcast1ElementFloat16Test)
706ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorFloat16, MinimumBroadcast1DVectorFloat16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100707ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
708ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
709ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000710
telsoa014fcda012018-03-09 14:13:49 +0000711// Mul
712ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100713ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
714ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000715ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100716ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
717ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100718ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
719ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
720ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100721ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000722
723// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100724ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
725ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
726ARMNN_AUTO_TEST_CASE(BatchNormFloat16, BatchNormFloat16Test)
727ARMNN_AUTO_TEST_CASE(BatchNormFloat16Nhwc, BatchNormFloat16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000728ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100729ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100730ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
731ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000732
James Conroy59540822018-10-11 12:39:05 +0100733// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100734ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100735 SimpleResizeBilinearTest<DataType::Float32>,
736 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100737ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearFloat16,
738 SimpleResizeBilinearTest<DataType::Float16>,
739 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100740ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000741 SimpleResizeBilinearTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100742 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100743ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000744 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100745 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100746ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100747 ResizeBilinearNopTest<DataType::Float32>,
748 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100749ARMNN_AUTO_TEST_CASE(ResizeBilinearNopFloat16,
750 ResizeBilinearNopTest<DataType::Float16>,
751 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100752ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000753 ResizeBilinearNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100754 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100755ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000756 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100757 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100758ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100759 ResizeBilinearSqMinTest<DataType::Float32>,
760 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100761ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinFloat16,
762 ResizeBilinearSqMinTest<DataType::Float16>,
763 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100764ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000765 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100766 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100767ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000768 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100769 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100770ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100771 ResizeBilinearMinTest<DataType::Float32>,
772 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100773ARMNN_AUTO_TEST_CASE(ResizeBilinearMinFloat16,
774 ResizeBilinearMinTest<DataType::Float16>,
775 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100776ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000777 ResizeBilinearMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100778 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100779ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000780 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100781 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100782ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100783 ResizeBilinearMagTest<DataType::Float32>,
784 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100785ARMNN_AUTO_TEST_CASE(ResizeBilinearMagFloat16,
786 ResizeBilinearMagTest<DataType::Float16>,
787 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100788ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000789 ResizeBilinearMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100790 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100791ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000792 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100793 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000794
James Conroy59540822018-10-11 12:39:05 +0100795// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100796ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100797 ResizeBilinearNopTest<DataType::Float32>,
798 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100799ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwcFloat16,
800 ResizeBilinearNopTest<DataType::Float16>,
801 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100802ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000803 ResizeBilinearNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100804 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100805ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000806 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100807 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100808ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100809 SimpleResizeBilinearTest<DataType::Float32>,
810 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100811ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwcFloat16,
812 SimpleResizeBilinearTest<DataType::Float16>,
813 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100814ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000815 SimpleResizeBilinearTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100816 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100817ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000818 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100819 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100820ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100821 ResizeBilinearSqMinTest<DataType::Float32>,
822 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100823ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwcFloat16,
824 ResizeBilinearSqMinTest<DataType::Float16>,
825 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100826ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000827 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100828 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100829ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000830 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100831 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100832ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100833 ResizeBilinearMinTest<DataType::Float32>,
834 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100835ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwcFloat16,
836 ResizeBilinearMinTest<DataType::Float16>,
837 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100838ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000839 ResizeBilinearMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100840 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100841ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000842 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100843 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100844ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100845 ResizeBilinearMagTest<DataType::Float32>,
846 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100847ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwcFloat16,
848 ResizeBilinearMagTest<DataType::Float16>,
849 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100850ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000851 ResizeBilinearMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100852 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100853ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000854 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100855 DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100856
Teresa Charlin970f43b2019-07-01 13:51:07 +0100857// Resize NearestNeighbor - NCHW
858ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100859 SimpleResizeNearestNeighborTest<DataType::Float32>,
860 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100861ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000862 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100863 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100864ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000865 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100866 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100867ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100868 ResizeNearestNeighborNopTest<DataType::Float32>,
869 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100870ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000871 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100872 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100873ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000874 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100875 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100876ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100877 ResizeNearestNeighborSqMinTest<DataType::Float32>,
878 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100879ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000880 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100881 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100882ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000883 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100884 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100885ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100886 ResizeNearestNeighborMinTest<DataType::Float32>,
887 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100888ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000889 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100890 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100891ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000892 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100893 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100894ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100895 ResizeNearestNeighborMagTest<DataType::Float32>,
896 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100897ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000898 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100899 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100900ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000901 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100902 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100903
904// Resize NearestNeighbor - NHWC
905ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100906 ResizeNearestNeighborNopTest<DataType::Float32>,
907 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100908ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000909 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100910 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100911ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000912 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100913 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100914ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100915 SimpleResizeNearestNeighborTest<DataType::Float32>,
916 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100917ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000918 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100919 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100920ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000921 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100922 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100923ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100924 ResizeNearestNeighborSqMinTest<DataType::Float32>,
925 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100926ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000927 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100928 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100929ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000930 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100931 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100932ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100933 ResizeNearestNeighborMinTest<DataType::Float32>,
934 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100935ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000936 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100937 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100938ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000939 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100940 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100941ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100942 ResizeNearestNeighborMagTest<DataType::Float32>,
943 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100944ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000945 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100946 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100947ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000948 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100949 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100950
telsoa014fcda012018-03-09 14:13:49 +0000951// Fake Quantization
952ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
953
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100954// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100955ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
956ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
957ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
958ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100959
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100960ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
961ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
962ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
963ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +0000964
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100965ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
966ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
967ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
968ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100969
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100970ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
971ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
972ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
973ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100974
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100975ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
976ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
977ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
978ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000979
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100980ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
981ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
982ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
983ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100984
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100985ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
986
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100987ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
988ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +0100989
Aron Virginas-Tare662a942019-10-14 15:12:00 +0100990// LogSoftmax
991ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
992ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_2, LogSoftmaxTest2<DataType::Float32>)
993ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_3, LogSoftmaxTest3<DataType::Float32>)
994ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_4, LogSoftmaxTest4<DataType::Float32>)
995
996ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_1, LogSoftmaxTest1<DataType::Float16>)
997ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_2, LogSoftmaxTest2<DataType::Float16>)
998ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_3, LogSoftmaxTest3<DataType::Float16>)
999ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_4, LogSoftmaxTest4<DataType::Float16>)
1000
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001001// Pad
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001002ARMNN_AUTO_TEST_CASE(PadBFloat162d, PadBFloat162dTest)
1003ARMNN_AUTO_TEST_CASE(PadBFloat162dCustomPadding, PadBFloat162dCustomPaddingTest)
1004ARMNN_AUTO_TEST_CASE(PadBFloat163d, PadBFloat163dTest)
1005ARMNN_AUTO_TEST_CASE(PadBFloat164d, PadBFloat164dTest)
1006
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001007ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +01001008ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001009ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
1010ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
1011
1012ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +01001013ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001014ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
1015ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001016
Derek Lambertif90c56d2020-01-10 17:14:08 +00001017ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
1018ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
1019ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
1020ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +01001021
telsoa014fcda012018-03-09 14:13:49 +00001022// Constant
1023ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +01001024ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
1025ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +00001026
1027// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001028ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
1029ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001030
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001031ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
1032ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
1033ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
1034ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001035
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001036ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
1037ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
1038ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
1039ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001040
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001041ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
1042ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
1043ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
1044ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
1045ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, true)
1046ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001047
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001048ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
1049ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
1050ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
1051ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
1052ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
1053ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001054
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001055ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
1056ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
1057ARMNN_AUTO_TEST_CASE(Concat4dDim2, Concat4dDim2Test)
1058ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, true)
1059ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
1060ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
1061ARMNN_AUTO_TEST_CASE(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
1062ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001063
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001064ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
1065ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
1066ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
1067ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
1068ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
1069ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
1070ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
1071ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001072
1073// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001074ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001075ARMNN_AUTO_TEST_CASE(SimpleFloorFloat16, SimpleFloorTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001076ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QSymmS16>)
telsoa014fcda012018-03-09 14:13:49 +00001077
1078// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001079ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001080ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QAsymmU8>)
1081ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QSymmS16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +01001082ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +00001083
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001084// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001085ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1086ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1087ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1088ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001089ARMNN_AUTO_TEST_CASE(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
1090ARMNN_AUTO_TEST_CASE(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001091ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QAsymmU8>)
1092ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QAsymmU8>)
1093ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QSymmS16>)
1094ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QSymmS16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001095
telsoa014fcda012018-03-09 14:13:49 +00001096// Permute
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001097ARMNN_AUTO_TEST_CASE(SimplePermuteBFloat16, SimplePermuteTest<DataType::BFloat16>)
1098ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet1Test, PermuteValueSet1Test<DataType::BFloat16>)
1099ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet2Test, PermuteValueSet2Test<DataType::BFloat16>)
1100ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet3Test, PermuteValueSet3Test<DataType::BFloat16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001101ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
1102ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
1103ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
1104ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001105ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
1106ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
1107ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
1108ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
1109ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QSymmS16>)
1110ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QSymmS16>)
1111ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QSymmS16>)
1112ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QSymmS16>)
telsoa014fcda012018-03-09 14:13:49 +00001113
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001114// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +01001115BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
1116 LstmUtilsZeroVectorTest(); }
1117BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
1118 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
1119 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
1120 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
1121BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
1122 LstmUtilsVectorBatchVectorCwiseProductTest(); }
1123BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
1124 LstmUtilsVectorBatchVectorAddTest(); }
1125
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001126ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
1127 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
1128ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
1129 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
1130ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
1131 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
1132
Jan Eilers38e05bd2019-06-26 13:10:09 +01001133ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
1134 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
1135
Conor Kennedyb9971c92019-05-07 07:14:23 +01001136ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
1137 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
1138ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
1139 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
1140ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
1141 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
1142ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
1143 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
1144
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +00001145// Convert from BFloat16 to Float32
1146ARMNN_AUTO_TEST_CASE(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
1147
telsoa01c577f2c2018-08-31 09:22:23 +01001148// Convert from Float16 to Float32
1149ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
1150// Convert from Float32 to Float16
1151ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
1152
narpra011e4c31d2018-09-28 11:07:51 +01001153// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001154ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1155ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1156ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1157ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1158ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1159ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1160ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +01001161
Derek Lambertif90c56d2020-01-10 17:14:08 +00001162ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
1163ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
1164ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
1165ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
1166ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
1167ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
1168ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
narpra011e4c31d2018-09-28 11:07:51 +01001169
Derek Lambertif90c56d2020-01-10 17:14:08 +00001170ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QSymmS16>)
1171ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QSymmS16>)
1172ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QSymmS16>)
1173ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QSymmS16>)
1174ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QSymmS16>)
1175ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QSymmS16>)
1176ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QSymmS16>)
James Conroyb80775f2019-06-11 11:25:30 +01001177
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +01001178ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
1179
Nikhil Raj68c2c902019-09-19 11:21:11 +01001180// ArgMinMax
1181ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1182ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
James Conroyd47a0642019-09-17 14:22:06 +01001183ARMNN_AUTO_TEST_CASE(ArgMinChannelFloat32, ArgMinChannelTest<DataType::Float32>)
1184ARMNN_AUTO_TEST_CASE(ArgMaxChannelFloat32, ArgMaxChannelTest<DataType::Float32>)
1185ARMNN_AUTO_TEST_CASE(ArgMaxHeightFloat32, ArgMaxHeightTest<DataType::Float32>)
1186ARMNN_AUTO_TEST_CASE(ArgMinWidthFloat32, ArgMinWidthTest<DataType::Float32>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001187
Francis Murtagh1939df52019-11-13 15:21:09 +00001188ARMNN_AUTO_TEST_CASE(ArgMaxSigned32, ArgMaxSimpleTest<DataType::Signed32>)
1189ARMNN_AUTO_TEST_CASE(ArgMinSigned32, ArgMinSimpleTest<DataType::Signed32>)
1190ARMNN_AUTO_TEST_CASE(ArgMinChannelSigned32, ArgMinChannelTest<DataType::Signed32>)
1191ARMNN_AUTO_TEST_CASE(ArgMaxChannelSigned32, ArgMaxChannelTest<DataType::Signed32>)
1192ARMNN_AUTO_TEST_CASE(ArgMaxHeightSigned32, ArgMaxHeightTest<DataType::Signed32>)
1193ARMNN_AUTO_TEST_CASE(ArgMinWidthSigned32, ArgMinWidthTest<DataType::Signed32>)
1194
Derek Lambertif90c56d2020-01-10 17:14:08 +00001195ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1196ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1197ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1198ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001199
Derek Lambertif90c56d2020-01-10 17:14:08 +00001200ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedSymm16, ArgMaxSimpleTest<DataType::QSymmS16>)
1201ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedSymm16, ArgMinSimpleTest<DataType::QSymmS16>)
1202ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedSymm16, ArgMinChannelTest<DataType::QSymmS16>)
1203ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedSymm16, ArgMaxChannelTest<DataType::QSymmS16>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001204
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001205// Space To Batch Nd
1206ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
1207ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
1208ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
1209ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
1210
Matthew Jackson9bff1442019-09-12 09:08:23 +01001211ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat16, SpaceToBatchNdSimpleFloat16Test)
1212ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat16, SpaceToBatchNdMultiChannelsFloat16Test)
1213ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat16, SpaceToBatchNdMultiBlockFloat16Test)
1214ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat16, SpaceToBatchNdPaddingFloat16Test)
1215
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001216ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
1217ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
1218ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
1219ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
1220
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001221ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
1222ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
1223ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
1224ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001225
Matthew Jackson9bff1442019-09-12 09:08:23 +01001226ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat16, SpaceToBatchNdSimpleNhwcFloat16Test)
1227ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat16, SpaceToBatchNdMultiChannelsNhwcFloat16Test)
1228ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat16, SpaceToBatchNdMultiBlockNhwcFloat16Test)
1229ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat16, SpaceToBatchNdPaddingNhwcFloat16Test)
1230
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001231ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
1232ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
1233ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
1234ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001235
nikraj01120522a2019-05-31 11:33:07 +01001236ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
1237ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
1238ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
1239ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
1240
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001241ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
1242ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
1243ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
1244ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001245
Francis Murtagh57f13d52019-06-24 14:24:36 +01001246// BatchToSpace
Matthew Jackson9bff1442019-09-12 09:08:23 +01001247ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
1248ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
1249ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1250ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1251ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1252ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1253ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
1254
1255ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_1, BatchToSpaceNdNhwcTest1<DataType::Float16>)
1256ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_2, BatchToSpaceNdNhwcTest2<DataType::Float16>)
1257ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_3, BatchToSpaceNdNhwcTest3<DataType::Float16>)
1258ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_4, BatchToSpaceNdNhwcTest4<DataType::Float16>)
1259ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_5, BatchToSpaceNdNhwcTest5<DataType::Float16>)
1260ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
1261ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001262
Derek Lambertif90c56d2020-01-10 17:14:08 +00001263ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
1264ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
1265ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
1266ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QAsymmU8>)
1267ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QAsymmU8>)
1268ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QAsymmU8>)
1269ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QAsymmU8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001270
Derek Lambertif90c56d2020-01-10 17:14:08 +00001271ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QSymmS16>)
1272ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QSymmS16>)
1273ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QSymmS16>)
1274ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QSymmS16>)
1275ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QSymmS16>)
1276ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QSymmS16>)
1277ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001278
Matthew Jackson9bff1442019-09-12 09:08:23 +01001279ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_1, BatchToSpaceNdNchwTest1<DataType::Float16>)
1280ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_2, BatchToSpaceNdNchwTest2<DataType::Float16>)
1281ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_3, BatchToSpaceNdNchwTest3<DataType::Float16>)
1282ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_4, BatchToSpaceNdNchwTest4<DataType::Float16>)
1283ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_5, BatchToSpaceNdNchwTest5<DataType::Float16>)
1284ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
1285ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
Mike Kelly831faed2018-11-28 11:52:08 +00001286
Derek Lambertif90c56d2020-01-10 17:14:08 +00001287ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
1288ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
1289ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
1290ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QAsymmU8>)
1291ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QAsymmU8>)
1292ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QAsymmU8>)
1293ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QAsymmU8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001294
Derek Lambertif90c56d2020-01-10 17:14:08 +00001295ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QSymmS16>)
1296ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QSymmS16>)
1297ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QSymmS16>)
1298ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QSymmS16>)
1299ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QSymmS16>)
1300ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QSymmS16>)
1301ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001302
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001303// DepthToSpace
1304ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
1305ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
1306ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
1307ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
1308
1309ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
1310ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
1311ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
1312ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
1313
Derek Lambertif90c56d2020-01-10 17:14:08 +00001314ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
1315ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
1316ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
1317ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001318
Derek Lambertif90c56d2020-01-10 17:14:08 +00001319ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
1320ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
1321ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
1322ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001323
1324ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
1325ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
1326ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
1327ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
1328
1329ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
1330ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
1331ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
1332ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
1333
Derek Lambertif90c56d2020-01-10 17:14:08 +00001334ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
1335ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
1336ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
1337ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001338
Derek Lambertif90c56d2020-01-10 17:14:08 +00001339ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
1340ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
1341ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
1342ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001343
Francis Murtagh57f13d52019-06-24 14:24:36 +01001344// SpaceToDepth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001345ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1346ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001347
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001348ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1349ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001350
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001351ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1352ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001353
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001354ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1355ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001356
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001357// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001358ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1359ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001360ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1361ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1362ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Francis Murtaghec33a912019-11-05 14:26:23 +00001363ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
1364ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
1365 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
1366ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1367ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1368ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1369ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1370ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32,
1371 StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1372ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32,
1373 StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1374ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32,
1375 StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1376ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32,
1377 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001378ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1379ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1380ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1381ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001382
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001383ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
1384ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001385ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1386ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1387ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Francis Murtaghec33a912019-11-05 14:26:23 +00001388ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8,
1389 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1390ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1391ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1392ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1393ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1394ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8,
1395 StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1396ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8,
1397 StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1398ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8,
1399 StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1400ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8,
1401 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001402ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1403ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1404ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1405ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001406
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001407ARMNN_AUTO_TEST_CASE(StridedSlice4dInt16, StridedSlice4dInt16Test)
1408ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001409ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1410ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1411ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001412ARMNN_AUTO_TEST_CASE(StridedSlice3dInt16, StridedSlice3dInt16Test)
1413ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1414ARMNN_AUTO_TEST_CASE(StridedSlice2dInt16, StridedSlice2dInt16Test)
1415ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001416
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001417// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001418ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1419ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1420ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1421ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001422
Narumol Prangnawarat403a1852020-03-12 14:24:13 +00001423ARMNN_AUTO_TEST_CASE(Debug4dBFloat16, Debug4dBFloat16Test)
1424ARMNN_AUTO_TEST_CASE(Debug3dBFloat16, Debug3dBFloat16Test)
1425ARMNN_AUTO_TEST_CASE(Debug2dBFloat16, Debug2dBFloat16Test)
1426ARMNN_AUTO_TEST_CASE(Debug1dBFloat16, Debug1dBFloat16Test)
1427
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001428ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1429ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1430ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1431ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001432
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001433ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1434ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1435ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1436ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001437
narpra014951d842019-01-18 16:53:53 +00001438// Gather
Matthew Jackson9bff1442019-09-12 09:08:23 +01001439ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
1440ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat16, Gather1dParamsFloat16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001441ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
1442ARMNN_AUTO_TEST_CASE(Gather1dParamsInt16, Gather1dParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001443ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
1444ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat16, GatherMultiDimParamsFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001445ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001446ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001447ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat32, GatherMultiDimParamsMultiDimIndicesFloat32Test)
1448ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat16, GatherMultiDimParamsMultiDimIndicesFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001449ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001450ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001451
Sadik Armagan9199e582019-09-05 17:35:31 +01001452// Abs
1453ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1454ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1455ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001456ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1457ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001458ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QAsymmU8>)
1459ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QAsymmU8>)
1460ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QSymmS16>)
1461ARMNN_AUTO_TEST_CASE(Abs3dQuantisedSymm16, Abs3dTest<DataType::QSymmS16>)
Sadik Armagan9199e582019-09-05 17:35:31 +01001462
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001463// Detection PostProcess
1464BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1465{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001466 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001467}
1468BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1469{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001470 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001471}
1472BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1473{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001474 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001475 RefWorkloadFactory, DataType::QAsymmU8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001476}
1477BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1478{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001479 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001480 RefWorkloadFactory, DataType::QAsymmU8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001481}
1482BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1483{
1484 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001485 RefWorkloadFactory, DataType::QSymmS16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001486}
1487BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1488{
1489 DetectionPostProcessFastNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001490 RefWorkloadFactory, DataType::QSymmS16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001491}
1492
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001493// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001494ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1495ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001496ARMNN_AUTO_TEST_CASE(DequantizeSimpleAsymmInt8, DequantizeSimpleAsymmInt8Test)
1497ARMNN_AUTO_TEST_CASE(DequantizeOffsetAsymmInt8, DequantizeOffsetAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001498ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8, DequantizeSimpleInt8Test)
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001499ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001500ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001501ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8ToFp16, DequantizeSimpleInt8ToFp16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001502ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001503
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001504// Quantize
1505ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1506ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001507ARMNN_AUTO_TEST_CASE(QuantizeClampAsymmInt8, QuantizeClampAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001508ARMNN_AUTO_TEST_CASE(QuantizeClampInt8, QuantizeClampInt8Test)
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001509ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1510
Matteo Martincighab9e5252019-06-13 17:27:46 +01001511// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001512ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001513ARMNN_AUTO_TEST_CASE(PreluFloat16, PreluTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001514ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QAsymmU8>)
1515ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QSymmS16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001516
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +01001517// Slice
1518ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1519ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1520ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1521ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1522
1523ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1524ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1525ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1526ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1527
1528ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1529ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1530ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1531ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1532
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001533// Transpose
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001534ARMNN_AUTO_TEST_CASE(SimpleTransposeBFloat16, SimpleTransposeTest<DataType::BFloat16>)
1535ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet1Test, TransposeValueSet1Test<DataType::BFloat16>)
1536ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet2Test, TransposeValueSet2Test<DataType::BFloat16>)
1537ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet3Test, TransposeValueSet3Test<DataType::BFloat16>)
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001538ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
1539ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
1540ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
1541ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
1542ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
1543ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
1544ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
1545ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
1546ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
1547ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
1548ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
1549ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
1550
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001551// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001552ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1553 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1554 true,
1555 DataLayout::NCHW)
1556ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1557 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1558 true,
1559 DataLayout::NHWC)
1560ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001561 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001562 true,
1563 DataLayout::NCHW)
1564ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001565 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001566 true,
1567 DataLayout::NHWC)
1568ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001569 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001570 true,
1571 DataLayout::NCHW)
1572ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001573 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001574 true,
1575 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001576
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001577ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1578 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1579 false,
1580 DataLayout::NCHW)
1581ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1582 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1583 true,
1584 DataLayout::NHWC)
1585ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001586 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001587 true,
1588 DataLayout::NCHW)
1589ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001590 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001591 true,
1592 DataLayout::NHWC)
1593ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001594 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001595 true,
1596 DataLayout::NCHW)
1597ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001598 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001599 true,
1600 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001601
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001602ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1603 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1604 true,
1605 DataLayout::NCHW)
1606ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1607 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1608 true,
1609 DataLayout::NHWC)
1610ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001611 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001612 true,
1613 DataLayout::NCHW)
1614ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001615 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001616 true,
1617 DataLayout::NHWC)
1618ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001619 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001620 true,
1621 DataLayout::NCHW)
1622ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001623 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001624 true,
1625 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001626
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001627ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1628 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1629 false,
1630 DataLayout::NCHW)
1631ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1632 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1633 true,
1634 DataLayout::NHWC)
1635ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001636 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001637 true,
1638 DataLayout::NCHW)
1639ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001640 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001641 true,
1642 DataLayout::NHWC)
1643ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001644 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001645 true,
1646 DataLayout::NCHW)
1647ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001648 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001649 true,
1650 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001651
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001652ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1653 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1654 true,
1655 DataLayout::NCHW)
1656ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1657 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1658 true,
1659 DataLayout::NHWC)
1660ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001661 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001662 true,
1663 DataLayout::NCHW)
1664ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001665 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001666 true,
1667 DataLayout::NHWC)
1668ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001669 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001670 true,
1671 DataLayout::NCHW)
1672ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001673 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001674 true,
1675 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001676
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001677ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1678 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1679 false,
1680 DataLayout::NCHW)
1681ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1682 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1683 true,
1684 DataLayout::NHWC)
1685ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001686 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001687 true,
1688 DataLayout::NCHW)
1689ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001690 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001691 true,
1692 DataLayout::NHWC)
1693ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001694 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001695 true,
1696 DataLayout::NCHW)
1697ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001698 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001699 true,
1700 DataLayout::NCHW)
1701
1702ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1703 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1704 DataLayout::NCHW)
1705ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1706 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1707 DataLayout::NHWC)
1708ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001709 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001710 DataLayout::NCHW)
1711ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001712 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001713 DataLayout::NHWC)
1714ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001715 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001716 DataLayout::NCHW)
1717ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001718 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001719 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001720
Aron Virginas-Tar94d3b932019-11-11 12:54:47 +00001721ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNchw,
1722 TransposeConvolution2dPerAxisQuantTest,
1723 DataLayout::NCHW);
1724ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNhwc,
1725 TransposeConvolution2dPerAxisQuantTest,
1726 DataLayout::NHWC);
1727
Matthew Jackson81e601c2019-07-11 12:07:09 +01001728// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +01001729ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1730ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1731ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1732ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1733ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1734ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1735ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01001736
telsoa014fcda012018-03-09 14:13:49 +00001737BOOST_AUTO_TEST_SUITE_END()