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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
Narumol Prangnawarate8cddeb2020-04-01 16:51:23 +0100175ARMNN_AUTO_TEST_CASE(Convolution2d3x3Stride2x2Bf16, Convolution2d3x3Stride2x2BFloat16Test, false, DataLayout::NHWC);
176ARMNN_AUTO_TEST_CASE(Convolution2d3x3Stride2x2BFloat16SmallValue,
177 Convolution2d3x3Stride2x2BFloat16SmallValueTest,
178 false,
179 DataLayout::NHWC);
180
telsoa014fcda012018-03-09 14:13:49 +0000181// Depthwise Convolution
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100182ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
183ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000184
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100185ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100186ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
187 DepthwiseConvolution2dUint8Test,
188 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100189 DataLayout::NCHW)
190ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100191
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100192ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, DataLayout::NHWC)
193ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100194
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100195ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, DataLayout::NHWC)
jimfly01d84216a2018-10-26 12:56:21 +0100196ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
197 DepthwiseConvolution2dUint8Test,
198 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100199 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100200ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100201ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
202 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000203
Teresa Charlin20b1f882019-06-19 09:34:37 +0100204ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100205 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100206 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100207 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100208ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100209 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100210 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100211 DataLayout::NHWC)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000212ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3BFloat16,
213 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
214 false,
215 DataLayout::NCHW)
216ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcBFloat16,
217 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
218 false,
219 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100220ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000221 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100222 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100223 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100224ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000225 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100226 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100227 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100228ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000229 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100230 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100231 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100232ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000233 DepthwiseConvolution2d3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100234 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100235 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100236
237ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100238 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100239 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100240 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100241ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100242 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100243 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100244 DataLayout::NHWC)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000245ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3BFloat16,
246 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
247 false,
248 DataLayout::NCHW)
249ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcBFloat16,
250 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::BFloat16, DataType::BFloat16>,
251 false,
252 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100253ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000254 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100255 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100256 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100257ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000258 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100259 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100260 DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100261ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000262 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100263 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100264 DataLayout::NCHW)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100265ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000266 DepthwiseConvolution2d2x3x3Dilation3x3Test<DataType::QSymmS16, DataType::Signed32>,
Teresa Charlin20b1f882019-06-19 09:34:37 +0100267 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100268 DataLayout::NHWC)
Kevin May665a964a2019-08-21 16:53:50 +0100269ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4,
270 DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
271 false,
272 armnn::DataLayout::NCHW)
273ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2,
274 DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
275 false,
276 armnn::DataLayout::NCHW)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000277ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult4BFloat16,
278 DepthwiseConvolution2dMult4Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
279 false,
280 armnn::DataLayout::NCHW)
281ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dMult2BFloat16,
282 DepthwiseConvolution2dMult2Test<armnn::DataType::BFloat16, armnn::DataType::BFloat16>,
283 false,
284 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000285
jimfly01b9c89632018-10-26 16:50:13 +0100286ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100287 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100288ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100289 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Ruomei Yan88d44b82019-05-23 14:29:06 +0100290ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100291 DepthwiseConvolution2dDepthMul1Int16Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100292
293ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100294 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100295ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100296 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100297
298ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100299 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100300ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100301 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100302
303ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100304 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100305ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100306 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000307
jimfly01382a91d2018-10-26 15:55:50 +0100308ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100309 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100310ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100311 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100312ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100313 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100314ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100315 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100316
Matthew Jacksond6a9dee2019-07-22 13:53:24 +0100317ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
318
Teresa Charlind8df0262019-11-11 12:28:15 +0000319ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
320 DataLayout::NCHW);
321ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
322 DataLayout::NHWC);
323
telsoa014fcda012018-03-09 14:13:49 +0000324// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100325//MaxPooling
telsoa014fcda012018-03-09 14:13:49 +0000326ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
327ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100328ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000329
330ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
331ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100332ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000333
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100334ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
335ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
336ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
337ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, DataLayout::NCHW)
338ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
339ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000340
Teresa Charlin0434df62019-06-06 13:40:35 +0100341ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
342ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
343ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
344ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
345ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
346ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
347
348//AveragePooling
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100349ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
350ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
351ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
352ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, DataLayout::NCHW)
353ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
354ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100355
356ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
357ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
358ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
359ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
360ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
361 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
362ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
363 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
364ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
365ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
366ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000367
surmeh01bceff2f2018-03-29 16:29:27 +0100368ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
369 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
370ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
371 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000372
373ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
374ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100375ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
376
377//L2Pooling
378ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
379ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
380ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
381
382ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
383ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
384ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000385
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100386ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
387ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
388ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
389ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, DataLayout::NCHW)
390ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, DataLayout::NHWC)
391ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000392
393ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
394ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100395ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000396
Teresa Charlin0434df62019-06-06 13:40:35 +0100397//NonSquarePooling
telsoa014fcda012018-03-09 14:13:49 +0000398ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
399ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100400ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
401
telsoa014fcda012018-03-09 14:13:49 +0000402
Teresa Charlin18515e22019-04-24 10:17:46 +0100403// Linear Activation
telsoa014fcda012018-03-09 14:13:49 +0000404ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
405ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100406ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000407
Kevin May09ca49c2019-10-09 12:37:34 +0100408// InstanceNormalization
409ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
410ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
411
412ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
413ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
414
415ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
416ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
417
418ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
419ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
420
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100421// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000422ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
423ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100424ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000425
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000426// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000427ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
428ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
429ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
430ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
431
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000432ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
433ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
434
435ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
436ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
437
Matthew Jackson9bff1442019-09-12 09:08:23 +0100438ARMNN_AUTO_TEST_CASE(SimpleSoftmaxFloat16, SimpleSoftmaxFloat16Test, 1.0f)
439ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxFloat16, Simple3dSoftmaxFloat16Test, 1.0f)
440ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxFloat16, Simple4dSoftmaxFloat16Test, 1.0f)
441
nikraj01248683f2019-05-29 16:46:50 +0100442ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
443ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
444ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
445
Francis Murtagh07f21212019-07-23 09:50:50 +0100446ARMNN_AUTO_TEST_CASE(Simple2dAxis0Softmax, SimpleAxisSoftmaxTest, 1.0f, 0)
447ARMNN_AUTO_TEST_CASE(Simple2dAxis1Softmax, SimpleAxisSoftmaxTest, 1.0f, 1)
448
449ARMNN_AUTO_TEST_CASE(Simple2dAxis0NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -2)
450ARMNN_AUTO_TEST_CASE(Simple2dAxis1NegSoftmax, SimpleAxisSoftmaxTest, 1.0f, -1)
451
452ARMNN_AUTO_TEST_CASE(Simple3dAxis0Softmax, Simple3dAxisSoftmaxTest, 1.0f, 0)
453ARMNN_AUTO_TEST_CASE(Simple3dAxis1Softmax, Simple3dAxisSoftmaxTest, 1.0f, 1)
454ARMNN_AUTO_TEST_CASE(Simple3dAxis2Softmax, Simple3dAxisSoftmaxTest, 1.0f, 2)
455
456ARMNN_AUTO_TEST_CASE(Simple3dAxis0NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -3)
457ARMNN_AUTO_TEST_CASE(Simple3dAxis1NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -2)
458ARMNN_AUTO_TEST_CASE(Simple3dAxis2NegSoftmax, Simple3dAxisSoftmaxTest, 1.0f, -1)
459
460ARMNN_AUTO_TEST_CASE(Simple4dAxis0Softmax, Simple4dAxisSoftmaxTest, 1.0f, 0)
461ARMNN_AUTO_TEST_CASE(Simple4dAxis1Softmax, Simple4dAxisSoftmaxTest, 1.0f, 1)
462ARMNN_AUTO_TEST_CASE(Simple4dAxis2Softmax, Simple4dAxisSoftmaxTest, 1.0f, 2)
463ARMNN_AUTO_TEST_CASE(Simple4dAxis3Softmax, Simple4dAxisSoftmaxTest, 1.0f, 3)
464
465ARMNN_AUTO_TEST_CASE(Simple4dAxis0NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -4)
466ARMNN_AUTO_TEST_CASE(Simple4dAxis1NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -3)
467ARMNN_AUTO_TEST_CASE(Simple4dAxis2NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -2)
468ARMNN_AUTO_TEST_CASE(Simple4dAxis3NegSoftmax, Simple4dAxisSoftmaxTest, 1.0f, -1)
469
Teresa Charlin18515e22019-04-24 10:17:46 +0100470// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000471ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
472ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100473ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000474
Teresa Charlin18515e22019-04-24 10:17:46 +0100475// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000476ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
477ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
478ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
479ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100480ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
481
482// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100483ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
484ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100485ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
486
487// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100488ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
489ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100490ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
491
konsof017f6db402019-06-07 15:15:58 +0100492
Teresa Charlin18515e22019-04-24 10:17:46 +0100493// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100494ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
495ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100496ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
497
498// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100499ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
500ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100501ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
502
503// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100504ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +0100505ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
konsof017f6db402019-06-07 15:15:58 +0100506ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100507ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
508
509// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100510ARMNN_AUTO_TEST_CASE(Square, SquareTest)
511ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100512ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
513
514// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100515ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
516ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100517ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
518
David Monahan3b3c3812020-02-25 09:03:29 +0000519// Elu Activation
520ARMNN_AUTO_TEST_CASE(Elu, EluTest)
521ARMNN_AUTO_TEST_CASE(EluUint8, EluUint8Test)
522ARMNN_AUTO_TEST_CASE(EluInt16, EluInt16Test)
Colm Donelan03fbeaf2020-02-26 15:39:23 +0000523// HardSwish Activation
524ARMNN_AUTO_TEST_CASE(HardSwish, HardSwishTest)
525ARMNN_AUTO_TEST_CASE(HardSwishUint8, HardSwishUint8Test)
526ARMNN_AUTO_TEST_CASE(HardSwishInt16, HardSwishInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000527
Francis Murtagh46c09d02019-05-28 08:15:28 +0100528// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000529ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Derek Lambertif90c56d2020-01-10 17:14:08 +0000530ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
531ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<DataType::QSymmS16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000532ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Derek Lambertif90c56d2020-01-10 17:14:08 +0000533ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
534ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<DataType::QSymmS16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000535ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
536
537ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
538ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
539
540// Splitter
Matthew Jackson9bff1442019-09-12 09:08:23 +0100541ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
542ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat16, SplitterFloat16Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100543ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100544ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000545
Matthew Jackson9bff1442019-09-12 09:08:23 +0100546ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
547ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat16, CopyViaSplitterFloat16Test)
telsoa014fcda012018-03-09 14:13:49 +0000548ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100549ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000550
Jim Flynn4ed6c832019-05-20 11:02:46 +0100551// Concat
552ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
Narumol Prangnawarat44179c32020-03-11 14:51:27 +0000553ARMNN_AUTO_TEST_CASE(ConcatBFloat16, ConcatBFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100554ARMNN_AUTO_TEST_CASE(ConcatFloat16, ConcatFloat16Test)
Jim Flynn4ed6c832019-05-20 11:02:46 +0100555ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
556ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
557ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100558ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000559 ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, true)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100560ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000561 ConcatDifferentInputOutputQParamTest<DataType::QSymmS16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000562
563// Add
564ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100565ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000566ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
567ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
568
569ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
570ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
571ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
572
Sadik Armagan2999a022019-04-09 14:20:12 +0100573ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
574ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
575ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
576
David Beckf195f032018-09-06 16:46:34 +0100577// Sub
578ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
579ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
580ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
581
Matthew Jackson9bff1442019-09-12 09:08:23 +0100582ARMNN_AUTO_TEST_CASE(SimpleSubFloat16, SubtractionTest)
583ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementFloat16, SubtractionBroadcast1ElementTest)
584ARMNN_AUTO_TEST_CASE(SubBroadcastFloat16, SubtractionBroadcastTest)
585
David Beck4a8692c2018-09-07 16:19:24 +0100586ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100587ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
588ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
589
Sadik Armagan2999a022019-04-09 14:20:12 +0100590ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
591ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
592ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
593
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100594// Div
595ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100596ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100597ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
598ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100599
600ARMNN_AUTO_TEST_CASE(DivisionFloat16, DivisionFloat16Test)
601ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1Element, DivisionBroadcast1ElementFloat16Test)
602ARMNN_AUTO_TEST_CASE(DivisionFloat16Broadcast1DVector, DivisionBroadcast1DVectorFloat16Test)
603
David Beck5cd01f32018-09-12 16:00:08 +0100604// NOTE: division by zero for quantized div needs more attention
605// see IVGCVSW-1849
606ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
607ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
608ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100609
Sadik Armagan2999a022019-04-09 14:20:12 +0100610ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
611ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
612ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
613
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000614// Equal
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100615ARMNN_AUTO_TEST_CASE(EqualSimple, EqualSimpleTest)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000616ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100617ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
618
619ARMNN_AUTO_TEST_CASE(EqualSimpleFloat16, EqualSimpleFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100620ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100621ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test)
622
623ARMNN_AUTO_TEST_CASE(EqualSimpleUint8, EqualSimpleUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000624ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100625ARMNN_AUTO_TEST_CASE(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000626
FrancisMurtagh878f0232018-12-19 10:56:15 +0000627// Greater
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100628ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000629ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100630ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
631
632ARMNN_AUTO_TEST_CASE(GreaterSimpleFloat16, GreaterSimpleFloat16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100633ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100634ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test)
635
636ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test)
637ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
638ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
639
640// GreaterOrEqual
641ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
642ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
643ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
644
645ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test)
646ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test)
647ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test)
648
649ARMNN_AUTO_TEST_CASE(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
650ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
651ARMNN_AUTO_TEST_CASE(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
652
653// Less
654ARMNN_AUTO_TEST_CASE(LessSimple, LessSimpleTest)
655ARMNN_AUTO_TEST_CASE(LessBroadcast1Element, LessBroadcast1ElementTest)
656ARMNN_AUTO_TEST_CASE(LessBroadcast1dVector, LessBroadcast1dVectorTest)
657
658ARMNN_AUTO_TEST_CASE(LessSimpleFloat16, LessSimpleFloat16Test)
659ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test)
660ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test)
661
662ARMNN_AUTO_TEST_CASE(LessSimpleUint8, LessSimpleUint8Test)
663ARMNN_AUTO_TEST_CASE(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
664ARMNN_AUTO_TEST_CASE(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
665
Teresa Charlin2b030d92020-03-27 16:40:56 +0000666// LessOrEqual
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100667ARMNN_AUTO_TEST_CASE(LessOrEqualSimple, LessOrEqualSimpleTest)
668ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
669ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
670
671ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test)
672ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test)
673ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test)
674
675ARMNN_AUTO_TEST_CASE(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
676ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
677ARMNN_AUTO_TEST_CASE(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
678
679// NotEqual
680ARMNN_AUTO_TEST_CASE(NotEqualSimple, NotEqualSimpleTest)
681ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
682ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
683
684ARMNN_AUTO_TEST_CASE(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test)
685ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test)
686ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test)
687
688ARMNN_AUTO_TEST_CASE(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
689ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
690ARMNN_AUTO_TEST_CASE(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
FrancisMurtagh878f0232018-12-19 10:56:15 +0000691
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000692// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000693ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
694ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
695ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100696ARMNN_AUTO_TEST_CASE(MaximumFloat16, MaximumFloat16Test)
697ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementFloat16, MaximumBroadcast1ElementFloat16Test)
698ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorFloat16, MaximumBroadcast1DVectorFloat16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000699ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
700ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
701ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100702ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
703ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
704ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000705
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000706// Min
707ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
708ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
709ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100710ARMNN_AUTO_TEST_CASE(MinimumFloat16, MinimumFloat16Test)
711ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementFloat16, MinimumBroadcast1ElementFloat16Test)
712ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorFloat16, MinimumBroadcast1DVectorFloat16Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100713ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
714ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
715ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000716
telsoa014fcda012018-03-09 14:13:49 +0000717// Mul
718ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100719ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
720ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000721ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100722ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
723ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100724ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
725ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
726ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100727ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000728
729// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100730ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
731ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
732ARMNN_AUTO_TEST_CASE(BatchNormFloat16, BatchNormFloat16Test)
733ARMNN_AUTO_TEST_CASE(BatchNormFloat16Nhwc, BatchNormFloat16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000734ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100735ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100736ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
737ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000738
James Conroy59540822018-10-11 12:39:05 +0100739// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100740ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100741 SimpleResizeBilinearTest<DataType::Float32>,
742 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100743ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearFloat16,
744 SimpleResizeBilinearTest<DataType::Float16>,
745 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100746ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000747 SimpleResizeBilinearTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100748 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100749ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000750 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100751 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100752ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100753 ResizeBilinearNopTest<DataType::Float32>,
754 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100755ARMNN_AUTO_TEST_CASE(ResizeBilinearNopFloat16,
756 ResizeBilinearNopTest<DataType::Float16>,
757 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100758ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000759 ResizeBilinearNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100760 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100761ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000762 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100763 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100764ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100765 ResizeBilinearSqMinTest<DataType::Float32>,
766 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100767ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinFloat16,
768 ResizeBilinearSqMinTest<DataType::Float16>,
769 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100770ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000771 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100772 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100773ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000774 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100775 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100776ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100777 ResizeBilinearMinTest<DataType::Float32>,
778 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100779ARMNN_AUTO_TEST_CASE(ResizeBilinearMinFloat16,
780 ResizeBilinearMinTest<DataType::Float16>,
781 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100782ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000783 ResizeBilinearMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100784 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100785ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000786 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100787 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100788ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100789 ResizeBilinearMagTest<DataType::Float32>,
790 DataLayout::NCHW)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100791ARMNN_AUTO_TEST_CASE(ResizeBilinearMagFloat16,
792 ResizeBilinearMagTest<DataType::Float16>,
793 DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100794ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000795 ResizeBilinearMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100796 DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100797ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000798 SimpleResizeBilinearTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100799 DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000800
James Conroy59540822018-10-11 12:39:05 +0100801// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100802ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100803 ResizeBilinearNopTest<DataType::Float32>,
804 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100805ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwcFloat16,
806 ResizeBilinearNopTest<DataType::Float16>,
807 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100808ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000809 ResizeBilinearNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100810 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100811ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000812 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100813 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100814ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100815 SimpleResizeBilinearTest<DataType::Float32>,
816 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100817ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwcFloat16,
818 SimpleResizeBilinearTest<DataType::Float16>,
819 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100820ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000821 SimpleResizeBilinearTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100822 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100823ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000824 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100825 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100826ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100827 ResizeBilinearSqMinTest<DataType::Float32>,
828 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100829ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwcFloat16,
830 ResizeBilinearSqMinTest<DataType::Float16>,
831 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100832ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000833 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100834 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100835ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000836 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100837 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100838ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100839 ResizeBilinearMinTest<DataType::Float32>,
840 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100841ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwcFloat16,
842 ResizeBilinearMinTest<DataType::Float16>,
843 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100844ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000845 ResizeBilinearMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100846 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100847ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000848 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100849 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100850ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100851 ResizeBilinearMagTest<DataType::Float32>,
852 DataLayout::NHWC)
Matthew Jackson9bff1442019-09-12 09:08:23 +0100853ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwcFloat16,
854 ResizeBilinearMagTest<DataType::Float16>,
855 DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100856ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000857 ResizeBilinearMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100858 DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100859ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000860 ResizeBilinearNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100861 DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100862
Teresa Charlin970f43b2019-07-01 13:51:07 +0100863// Resize NearestNeighbor - NCHW
864ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100865 SimpleResizeNearestNeighborTest<DataType::Float32>,
866 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100867ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000868 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100869 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100870ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000871 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100872 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100873ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100874 ResizeNearestNeighborNopTest<DataType::Float32>,
875 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100876ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000877 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100878 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100879ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000880 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100881 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100882ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100883 ResizeNearestNeighborSqMinTest<DataType::Float32>,
884 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100885ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000886 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100887 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100888ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000889 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100890 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100891ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100892 ResizeNearestNeighborMinTest<DataType::Float32>,
893 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100894ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000895 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100896 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100897ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000898 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100899 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100900ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100901 ResizeNearestNeighborMagTest<DataType::Float32>,
902 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100903ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000904 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100905 DataLayout::NCHW, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100906ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000907 SimpleResizeNearestNeighborTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100908 DataLayout::NCHW)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100909
910// Resize NearestNeighbor - NHWC
911ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100912 ResizeNearestNeighborNopTest<DataType::Float32>,
913 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100914ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000915 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100916 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100917ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000918 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100919 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100920ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100921 SimpleResizeNearestNeighborTest<DataType::Float32>,
922 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100923ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000924 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100925 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100926ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000927 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100928 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100929ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100930 ResizeNearestNeighborSqMinTest<DataType::Float32>,
931 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100932ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000933 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100934 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100935ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000936 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100937 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100938ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100939 ResizeNearestNeighborMinTest<DataType::Float32>,
940 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100941ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000942 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100943 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100944ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000945 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100946 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100947ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100948 ResizeNearestNeighborMagTest<DataType::Float32>,
949 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100950ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000951 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100952 DataLayout::NHWC, 0.10f, 50, 0.11f, 20)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100953ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000954 ResizeNearestNeighborNopTest<DataType::QSymmS16>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100955 DataLayout::NHWC)
Teresa Charlin970f43b2019-07-01 13:51:07 +0100956
telsoa014fcda012018-03-09 14:13:49 +0000957// Fake Quantization
958ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
959
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100960// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100961ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
962ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
963ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
964ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100965
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100966ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, DataLayout::NCHW)
967ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, DataLayout::NCHW)
968ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, DataLayout::NCHW)
969ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +0000970
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100971ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, DataLayout::NCHW)
972ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, DataLayout::NCHW)
973ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, DataLayout::NCHW)
974ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100975
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100976ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
977ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
978ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
979ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100980
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100981ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, DataLayout::NHWC)
982ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, DataLayout::NHWC)
983ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, DataLayout::NHWC)
984ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000985
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100986ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, DataLayout::NHWC)
987ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, DataLayout::NHWC)
988ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, DataLayout::NHWC)
989ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100990
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100991ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
992
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100993ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
994ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguere52211e2019-06-17 12:23:52 +0100995
Aron Virginas-Tare662a942019-10-14 15:12:00 +0100996// LogSoftmax
997ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
998ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_2, LogSoftmaxTest2<DataType::Float32>)
999ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_3, LogSoftmaxTest3<DataType::Float32>)
1000ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat32_4, LogSoftmaxTest4<DataType::Float32>)
1001
1002ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_1, LogSoftmaxTest1<DataType::Float16>)
1003ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_2, LogSoftmaxTest2<DataType::Float16>)
1004ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_3, LogSoftmaxTest3<DataType::Float16>)
1005ARMNN_AUTO_TEST_CASE(LogSoftmaxFloat16_4, LogSoftmaxTest4<DataType::Float16>)
1006
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001007// Pad
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001008ARMNN_AUTO_TEST_CASE(PadBFloat162d, PadBFloat162dTest)
1009ARMNN_AUTO_TEST_CASE(PadBFloat162dCustomPadding, PadBFloat162dCustomPaddingTest)
1010ARMNN_AUTO_TEST_CASE(PadBFloat163d, PadBFloat163dTest)
1011ARMNN_AUTO_TEST_CASE(PadBFloat164d, PadBFloat164dTest)
1012
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001013ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +01001014ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001015ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
1016ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
1017
1018ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +01001019ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +01001020ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
1021ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +01001022
Derek Lambertif90c56d2020-01-10 17:14:08 +00001023ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
1024ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
1025ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
1026ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
Narumol Prangnawarate6eaf662019-07-08 08:57:17 +01001027
telsoa014fcda012018-03-09 14:13:49 +00001028// Constant
1029ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +01001030ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
1031ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +00001032
1033// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001034ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
1035ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001036
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001037ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
1038ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
1039ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
1040ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001041
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001042ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
1043ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
1044ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
1045ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +00001046
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001047ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
1048ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
1049ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
1050ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
1051ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, true)
1052ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001053
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001054ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
1055ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
1056ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
1057ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
1058ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, true)
1059ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001060
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001061ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
1062ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
1063ARMNN_AUTO_TEST_CASE(Concat4dDim2, Concat4dDim2Test)
1064ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, true)
1065ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
1066ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
1067ARMNN_AUTO_TEST_CASE(Concat4dDim2Uint8, Concat4dDim2Uint8Test)
1068ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, true)
narpra015cdda352018-11-19 15:30:27 +00001069
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001070ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
1071ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
1072ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2, Concat4dDiffShapeDim2Test)
1073ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, true)
1074ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
1075ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
1076ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim2Uint8, Concat4dDiffShapeDim2Uint8Test)
1077ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +00001078
1079// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001080ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001081ARMNN_AUTO_TEST_CASE(SimpleFloorFloat16, SimpleFloorTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001082ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<DataType::QSymmS16>)
telsoa014fcda012018-03-09 14:13:49 +00001083
1084// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001085ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001086ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<DataType::QAsymmU8>)
1087ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<DataType::QSymmS16>)
Matthew Jacksondba634f2019-08-15 15:14:18 +01001088ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +00001089
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001090// Rsqrt
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001091ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1092ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1093ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1094ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001095ARMNN_AUTO_TEST_CASE(Rsqrt2dFloat16, Rsqrt2dTest<DataType::Float16>)
1096ARMNN_AUTO_TEST_CASE(Rsqrt3dFloat16, Rsqrt3dTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001097ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<DataType::QAsymmU8>)
1098ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<DataType::QAsymmU8>)
1099ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<DataType::QSymmS16>)
1100ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<DataType::QSymmS16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +00001101
telsoa014fcda012018-03-09 14:13:49 +00001102// Permute
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001103ARMNN_AUTO_TEST_CASE(SimplePermuteBFloat16, SimplePermuteTest<DataType::BFloat16>)
1104ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet1Test, PermuteValueSet1Test<DataType::BFloat16>)
1105ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet2Test, PermuteValueSet2Test<DataType::BFloat16>)
1106ARMNN_AUTO_TEST_CASE(PermuteBFloat16ValueSet3Test, PermuteValueSet3Test<DataType::BFloat16>)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001107ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
1108ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
1109ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
1110ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001111ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
1112ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
1113ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
1114ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
1115ARMNN_AUTO_TEST_CASE(SimplePermuteQSymm16, SimplePermuteTest<DataType::QSymmS16>)
1116ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet1Test, PermuteValueSet1Test<DataType::QSymmS16>)
1117ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet2Test, PermuteValueSet2Test<DataType::QSymmS16>)
1118ARMNN_AUTO_TEST_CASE(PermuteQSymm16ValueSet3Test, PermuteValueSet3Test<DataType::QSymmS16>)
telsoa014fcda012018-03-09 14:13:49 +00001119
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001120// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +01001121BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
1122 LstmUtilsZeroVectorTest(); }
1123BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
1124 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
1125 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
1126 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
1127BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
1128 LstmUtilsVectorBatchVectorCwiseProductTest(); }
1129BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
1130 LstmUtilsVectorBatchVectorAddTest(); }
1131
Matteo Martincigha65b7ae2018-11-14 12:39:55 +00001132ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
1133 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
1134ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
1135 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
1136ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
1137 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
1138
Jan Eilers38e05bd2019-06-26 13:10:09 +01001139ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
1140 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
1141
Conor Kennedyb9971c92019-05-07 07:14:23 +01001142ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
1143 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
1144ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
1145 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
1146ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
1147 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
1148ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
1149 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
1150
Narumol Prangnawarat7ddbbae2020-03-13 10:26:05 +00001151// Convert from BFloat16 to Float32
1152ARMNN_AUTO_TEST_CASE(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
1153
Narumol Prangnawaratea54a012020-03-16 16:36:10 +00001154// Convert from Float32 to BFloat16
1155ARMNN_AUTO_TEST_CASE(ConvertFp32ToBf16, ConvertFp32ToBf16Test)
1156
telsoa01c577f2c2018-08-31 09:22:23 +01001157// Convert from Float16 to Float32
1158ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
1159// Convert from Float32 to Float16
1160ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
1161
narpra011e4c31d2018-09-28 11:07:51 +01001162// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001163ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
1164ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
1165ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
1166ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
1167ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
1168ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
1169ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +01001170
Derek Lambertif90c56d2020-01-10 17:14:08 +00001171ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
1172ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
1173ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
1174ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
1175ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
1176ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
1177ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
narpra011e4c31d2018-09-28 11:07:51 +01001178
Derek Lambertif90c56d2020-01-10 17:14:08 +00001179ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<DataType::QSymmS16>)
1180ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<DataType::QSymmS16>)
1181ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<DataType::QSymmS16>)
1182ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<DataType::QSymmS16>)
1183ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<DataType::QSymmS16>)
1184ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<DataType::QSymmS16>)
1185ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<DataType::QSymmS16>)
James Conroyb80775f2019-06-11 11:25:30 +01001186
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +01001187ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
1188
Nikhil Raj68c2c902019-09-19 11:21:11 +01001189// ArgMinMax
1190ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1191ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
James Conroyd47a0642019-09-17 14:22:06 +01001192ARMNN_AUTO_TEST_CASE(ArgMinChannelFloat32, ArgMinChannelTest<DataType::Float32>)
1193ARMNN_AUTO_TEST_CASE(ArgMaxChannelFloat32, ArgMaxChannelTest<DataType::Float32>)
1194ARMNN_AUTO_TEST_CASE(ArgMaxHeightFloat32, ArgMaxHeightTest<DataType::Float32>)
1195ARMNN_AUTO_TEST_CASE(ArgMinWidthFloat32, ArgMinWidthTest<DataType::Float32>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001196
Francis Murtagh1939df52019-11-13 15:21:09 +00001197ARMNN_AUTO_TEST_CASE(ArgMaxSigned32, ArgMaxSimpleTest<DataType::Signed32>)
1198ARMNN_AUTO_TEST_CASE(ArgMinSigned32, ArgMinSimpleTest<DataType::Signed32>)
1199ARMNN_AUTO_TEST_CASE(ArgMinChannelSigned32, ArgMinChannelTest<DataType::Signed32>)
1200ARMNN_AUTO_TEST_CASE(ArgMaxChannelSigned32, ArgMaxChannelTest<DataType::Signed32>)
1201ARMNN_AUTO_TEST_CASE(ArgMaxHeightSigned32, ArgMaxHeightTest<DataType::Signed32>)
1202ARMNN_AUTO_TEST_CASE(ArgMinWidthSigned32, ArgMinWidthTest<DataType::Signed32>)
1203
Derek Lambertif90c56d2020-01-10 17:14:08 +00001204ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1205ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1206ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1207ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001208
Derek Lambertif90c56d2020-01-10 17:14:08 +00001209ARMNN_AUTO_TEST_CASE(ArgMaxSimpleQuantisedSymm16, ArgMaxSimpleTest<DataType::QSymmS16>)
1210ARMNN_AUTO_TEST_CASE(ArgMinSimpleQuantisedSymm16, ArgMinSimpleTest<DataType::QSymmS16>)
1211ARMNN_AUTO_TEST_CASE(ArgMinChannelQuantisedSymm16, ArgMinChannelTest<DataType::QSymmS16>)
1212ARMNN_AUTO_TEST_CASE(ArgMaxChannelQuantisedSymm16, ArgMaxChannelTest<DataType::QSymmS16>)
Nikhil Raj68c2c902019-09-19 11:21:11 +01001213
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001214// Space To Batch Nd
1215ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
1216ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
1217ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
1218ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
1219
Matthew Jackson9bff1442019-09-12 09:08:23 +01001220ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat16, SpaceToBatchNdSimpleFloat16Test)
1221ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat16, SpaceToBatchNdMultiChannelsFloat16Test)
1222ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat16, SpaceToBatchNdMultiBlockFloat16Test)
1223ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat16, SpaceToBatchNdPaddingFloat16Test)
1224
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001225ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
1226ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
1227ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
1228ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
1229
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001230ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
1231ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
1232ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
1233ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001234
Matthew Jackson9bff1442019-09-12 09:08:23 +01001235ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat16, SpaceToBatchNdSimpleNhwcFloat16Test)
1236ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat16, SpaceToBatchNdMultiChannelsNhwcFloat16Test)
1237ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat16, SpaceToBatchNdMultiBlockNhwcFloat16Test)
1238ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat16, SpaceToBatchNdPaddingNhwcFloat16Test)
1239
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001240ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
1241ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
1242ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
1243ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +00001244
nikraj01120522a2019-05-31 11:33:07 +01001245ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
1246ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
1247ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
1248ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
1249
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001250ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint16, SpaceToBatchNdSimpleNhwcUint16Test)
1251ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint16, SpaceToBatchNdMultiChannelsNhwcUint16Test)
1252ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint16, SpaceToBatchNdMultiBlockNhwcUint16Test)
1253ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint16, SpaceToBatchNdPaddingNhwcUint16Test)
nikraj01120522a2019-05-31 11:33:07 +01001254
Francis Murtagh57f13d52019-06-24 14:24:36 +01001255// BatchToSpace
Matthew Jackson9bff1442019-09-12 09:08:23 +01001256ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_1, BatchToSpaceNdNhwcTest1<DataType::Float32>)
1257ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_2, BatchToSpaceNdNhwcTest2<DataType::Float32>)
1258ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_3, BatchToSpaceNdNhwcTest3<DataType::Float32>)
1259ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_4, BatchToSpaceNdNhwcTest4<DataType::Float32>)
1260ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_5, BatchToSpaceNdNhwcTest5<DataType::Float32>)
1261ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_6, BatchToSpaceNdNhwcTest6<DataType::Float32>)
1262ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat32_7, BatchToSpaceNdNhwcTest7<DataType::Float32>)
1263
1264ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_1, BatchToSpaceNdNhwcTest1<DataType::Float16>)
1265ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_2, BatchToSpaceNdNhwcTest2<DataType::Float16>)
1266ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_3, BatchToSpaceNdNhwcTest3<DataType::Float16>)
1267ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_4, BatchToSpaceNdNhwcTest4<DataType::Float16>)
1268ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_5, BatchToSpaceNdNhwcTest5<DataType::Float16>)
1269ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_6, BatchToSpaceNdNhwcTest6<DataType::Float16>)
1270ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat16_7, BatchToSpaceNdNhwcTest7<DataType::Float16>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001271
Derek Lambertif90c56d2020-01-10 17:14:08 +00001272ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
1273ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
1274ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
1275ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<DataType::QAsymmU8>)
1276ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<DataType::QAsymmU8>)
1277ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<DataType::QAsymmU8>)
1278ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<DataType::QAsymmU8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +00001279
Derek Lambertif90c56d2020-01-10 17:14:08 +00001280ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<DataType::QSymmS16>)
1281ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<DataType::QSymmS16>)
1282ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<DataType::QSymmS16>)
1283ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<DataType::QSymmS16>)
1284ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<DataType::QSymmS16>)
1285ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<DataType::QSymmS16>)
1286ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001287
Matthew Jackson9bff1442019-09-12 09:08:23 +01001288ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_1, BatchToSpaceNdNchwTest1<DataType::Float16>)
1289ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_2, BatchToSpaceNdNchwTest2<DataType::Float16>)
1290ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_3, BatchToSpaceNdNchwTest3<DataType::Float16>)
1291ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_4, BatchToSpaceNdNchwTest4<DataType::Float16>)
1292ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_5, BatchToSpaceNdNchwTest5<DataType::Float16>)
1293ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_6, BatchToSpaceNdNchwTest6<DataType::Float16>)
1294ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat16_7, BatchToSpaceNdNchwTest7<DataType::Float16>)
Mike Kelly831faed2018-11-28 11:52:08 +00001295
Derek Lambertif90c56d2020-01-10 17:14:08 +00001296ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
1297ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
1298ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
1299ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<DataType::QAsymmU8>)
1300ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<DataType::QAsymmU8>)
1301ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<DataType::QAsymmU8>)
1302ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<DataType::QAsymmU8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +00001303
Derek Lambertif90c56d2020-01-10 17:14:08 +00001304ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<DataType::QSymmS16>)
1305ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<DataType::QSymmS16>)
1306ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<DataType::QSymmS16>)
1307ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<DataType::QSymmS16>)
1308ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<DataType::QSymmS16>)
1309ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<DataType::QSymmS16>)
1310ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<DataType::QSymmS16>)
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001311
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001312// DepthToSpace
1313ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
1314ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
1315ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
1316ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
1317
1318ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
1319ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
1320ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
1321ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
1322
Derek Lambertif90c56d2020-01-10 17:14:08 +00001323ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
1324ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
1325ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
1326ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001327
Derek Lambertif90c56d2020-01-10 17:14:08 +00001328ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
1329ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
1330ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
1331ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001332
1333ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
1334ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
1335ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
1336ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
1337
1338ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
1339ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
1340ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
1341ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
1342
Derek Lambertif90c56d2020-01-10 17:14:08 +00001343ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
1344ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
1345ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
1346ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tar73f66422019-09-23 19:11:59 +01001347
Derek Lambertif90c56d2020-01-10 17:14:08 +00001348ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
1349ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
1350ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
1351ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Francis Murtaghd0dfe172019-06-25 10:57:10 +01001352
Francis Murtagh57f13d52019-06-24 14:24:36 +01001353// SpaceToDepth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001354ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
1355ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001356
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001357ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
1358ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +01001359
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001360ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
1361ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +01001362
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001363ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
1364ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Keith Davisa57eccb2019-06-14 17:33:22 +01001365
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001366// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001367ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
1368ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001369ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
1370ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
1371ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Francis Murtaghec33a912019-11-05 14:26:23 +00001372ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
1373ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
1374 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
1375ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
1376ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
1377ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
1378ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
1379ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32,
1380 StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
1381ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32,
1382 StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
1383ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32,
1384 StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
1385ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32,
1386 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001387ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
1388ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
1389ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
1390ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001391
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001392ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
1393ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001394ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
1395ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
1396ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Francis Murtaghec33a912019-11-05 14:26:23 +00001397ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8,
1398 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
1399ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
1400ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
1401ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
1402ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
1403ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8,
1404 StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
1405ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8,
1406 StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
1407ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8,
1408 StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
1409ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8,
1410 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001411ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
1412ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
1413ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
1414ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +00001415
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001416ARMNN_AUTO_TEST_CASE(StridedSlice4dInt16, StridedSlice4dInt16Test)
1417ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseInt16, StridedSlice4dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001418ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1419ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1420ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001421ARMNN_AUTO_TEST_CASE(StridedSlice3dInt16, StridedSlice3dInt16Test)
1422ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseInt16, StridedSlice3dReverseInt16Test)
1423ARMNN_AUTO_TEST_CASE(StridedSlice2dInt16, StridedSlice2dInt16Test)
1424ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseInt16, StridedSlice2dReverseInt16Test)
Matteo Martincigh42666a12019-05-29 08:53:41 +01001425
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001426// Debug
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001427ARMNN_AUTO_TEST_CASE(Debug4dFloat32, Debug4dFloat32Test)
1428ARMNN_AUTO_TEST_CASE(Debug3dFloat32, Debug3dFloat32Test)
1429ARMNN_AUTO_TEST_CASE(Debug2dFloat32, Debug2dFloat32Test)
1430ARMNN_AUTO_TEST_CASE(Debug1dFloat32, Debug1dFloat32Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001431
Narumol Prangnawarat403a1852020-03-12 14:24:13 +00001432ARMNN_AUTO_TEST_CASE(Debug4dBFloat16, Debug4dBFloat16Test)
1433ARMNN_AUTO_TEST_CASE(Debug3dBFloat16, Debug3dBFloat16Test)
1434ARMNN_AUTO_TEST_CASE(Debug2dBFloat16, Debug2dBFloat16Test)
1435ARMNN_AUTO_TEST_CASE(Debug1dBFloat16, Debug1dBFloat16Test)
1436
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001437ARMNN_AUTO_TEST_CASE(Debug4dUint8, Debug4dUint8Test)
1438ARMNN_AUTO_TEST_CASE(Debug3dUint8, Debug3dUint8Test)
1439ARMNN_AUTO_TEST_CASE(Debug2dUint8, Debug2dUint8Test)
1440ARMNN_AUTO_TEST_CASE(Debug1dUint8, Debug1dUint8Test)
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001441
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001442ARMNN_AUTO_TEST_CASE(Debug4dQSymm16, Debug4dInt16Test)
1443ARMNN_AUTO_TEST_CASE(Debug3dQSymm16, Debug3dInt16Test)
1444ARMNN_AUTO_TEST_CASE(Debug2dQSymm16, Debug2dInt16Test)
1445ARMNN_AUTO_TEST_CASE(Debug1dQSymm16, Debug1dInt16Test)
Narumol Prangnawarat47cfee92019-07-04 10:29:00 +01001446
narpra014951d842019-01-18 16:53:53 +00001447// Gather
Matthew Jackson9bff1442019-09-12 09:08:23 +01001448ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
1449ARMNN_AUTO_TEST_CASE(Gather1dParamsFloat16, Gather1dParamsFloat16Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +01001450ARMNN_AUTO_TEST_CASE(Gather1dParamsUint8, Gather1dParamsUint8Test)
1451ARMNN_AUTO_TEST_CASE(Gather1dParamsInt16, Gather1dParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001452ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
1453ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat16, GatherMultiDimParamsFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001454ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001455ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001456ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat32, GatherMultiDimParamsMultiDimIndicesFloat32Test)
1457ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat16, GatherMultiDimParamsMultiDimIndicesFloat16Test)
narpra014951d842019-01-18 16:53:53 +00001458ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001459ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001460
Sadik Armagan9199e582019-09-05 17:35:31 +01001461// Abs
1462ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
1463ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
1464ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001465ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1466ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
Kevin Mayec52c3a2020-04-24 09:42:31 +01001467ARMNN_AUTO_TEST_CASE(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
1468ARMNN_AUTO_TEST_CASE(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
1469ARMNN_AUTO_TEST_CASE(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
1470
Derek Lambertif90c56d2020-01-10 17:14:08 +00001471ARMNN_AUTO_TEST_CASE(Abs2dQuantisedAsymm8, Abs2dTest<DataType::QAsymmU8>)
1472ARMNN_AUTO_TEST_CASE(Abs3dQuantisedAsymm8, Abs3dTest<DataType::QAsymmU8>)
1473ARMNN_AUTO_TEST_CASE(Abs2dQuantisedSymm16, Abs2dTest<DataType::QSymmS16>)
1474ARMNN_AUTO_TEST_CASE(Abs3dQuantisedSymm16, Abs3dTest<DataType::QSymmS16>)
Sadik Armagan9199e582019-09-05 17:35:31 +01001475
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001476// Detection PostProcess
1477BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1478{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001479 DetectionPostProcessRegularNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001480}
1481BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1482{
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001483 DetectionPostProcessFastNmsFloatTest<RefWorkloadFactory>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001484}
1485BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1486{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001487 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001488 RefWorkloadFactory, DataType::QAsymmU8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001489}
1490BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1491{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001492 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001493 RefWorkloadFactory, DataType::QAsymmU8>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001494}
1495BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1496{
1497 DetectionPostProcessRegularNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001498 RefWorkloadFactory, DataType::QSymmS16>();
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001499}
1500BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1501{
1502 DetectionPostProcessFastNmsQuantizedTest<
Derek Lambertif90c56d2020-01-10 17:14:08 +00001503 RefWorkloadFactory, DataType::QSymmS16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001504}
1505
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001506// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001507ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1508ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001509ARMNN_AUTO_TEST_CASE(DequantizeSimpleAsymmInt8, DequantizeSimpleAsymmInt8Test)
1510ARMNN_AUTO_TEST_CASE(DequantizeOffsetAsymmInt8, DequantizeOffsetAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001511ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8, DequantizeSimpleInt8Test)
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001512ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001513ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001514ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt8ToFp16, DequantizeSimpleInt8ToFp16Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001515ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001516
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001517// Quantize
1518ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1519ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
Ryan OShea9add1202020-02-07 10:06:33 +00001520ARMNN_AUTO_TEST_CASE(QuantizeClampAsymmInt8, QuantizeClampAsymmInt8Test)
Finn Williamsfd271062019-12-04 14:27:27 +00001521ARMNN_AUTO_TEST_CASE(QuantizeClampInt8, QuantizeClampInt8Test)
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001522ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1523
Matteo Martincighab9e5252019-06-13 17:27:46 +01001524// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001525ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
Matthew Jackson9bff1442019-09-12 09:08:23 +01001526ARMNN_AUTO_TEST_CASE(PreluFloat16, PreluTest<DataType::Float16>)
Derek Lambertif90c56d2020-01-10 17:14:08 +00001527ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QAsymmU8>)
1528ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<DataType::QSymmS16>)
Matteo Martincighab9e5252019-06-13 17:27:46 +01001529
Aron Virginas-Tar92b9f872019-09-17 17:27:04 +01001530// Slice
1531ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
1532ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
1533ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
1534ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
1535
1536ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
1537ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
1538ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
1539ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
1540
1541ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
1542ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
1543ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
1544ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
1545
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001546// Transpose
Narumol Prangnawarat44179c32020-03-11 14:51:27 +00001547ARMNN_AUTO_TEST_CASE(SimpleTransposeBFloat16, SimpleTransposeTest<DataType::BFloat16>)
1548ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet1Test, TransposeValueSet1Test<DataType::BFloat16>)
1549ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet2Test, TransposeValueSet2Test<DataType::BFloat16>)
1550ARMNN_AUTO_TEST_CASE(TransposeBFloat16ValueSet3Test, TransposeValueSet3Test<DataType::BFloat16>)
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001551ARMNN_AUTO_TEST_CASE(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
1552ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
1553ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
1554ARMNN_AUTO_TEST_CASE(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
1555ARMNN_AUTO_TEST_CASE(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
1556ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
1557ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
1558ARMNN_AUTO_TEST_CASE(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
1559ARMNN_AUTO_TEST_CASE(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
1560ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
1561ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
1562ARMNN_AUTO_TEST_CASE(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
1563
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001564// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001565ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
1566 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1567 true,
1568 DataLayout::NCHW)
1569ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
1570 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1571 true,
1572 DataLayout::NHWC)
1573ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001574 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001575 true,
1576 DataLayout::NCHW)
1577ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001578 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001579 true,
1580 DataLayout::NHWC)
1581ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001582 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001583 true,
1584 DataLayout::NCHW)
1585ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001586 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001587 true,
1588 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001589
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001590ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1591 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1592 false,
1593 DataLayout::NCHW)
1594ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1595 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1596 true,
1597 DataLayout::NHWC)
1598ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001599 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001600 true,
1601 DataLayout::NCHW)
1602ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001603 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001604 true,
1605 DataLayout::NHWC)
1606ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001607 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001608 true,
1609 DataLayout::NCHW)
1610ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001611 SimpleTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001612 true,
1613 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001614
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001615ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
1616 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1617 true,
1618 DataLayout::NCHW)
1619ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
1620 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1621 true,
1622 DataLayout::NHWC)
1623ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001624 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001625 true,
1626 DataLayout::NCHW)
1627ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001628 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001629 true,
1630 DataLayout::NHWC)
1631ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001632 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001633 true,
1634 DataLayout::NCHW)
1635ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001636 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001637 true,
1638 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001639
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001640ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1641 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1642 false,
1643 DataLayout::NCHW)
1644ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1645 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1646 true,
1647 DataLayout::NHWC)
1648ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001649 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001650 true,
1651 DataLayout::NCHW)
1652ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001653 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001654 true,
1655 DataLayout::NHWC)
1656ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001657 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001658 true,
1659 DataLayout::NCHW)
1660ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001661 PaddedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001662 true,
1663 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001664
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001665ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
1666 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1667 true,
1668 DataLayout::NCHW)
1669ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
1670 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1671 true,
1672 DataLayout::NHWC)
1673ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001674 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001675 true,
1676 DataLayout::NCHW)
1677ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001678 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001679 true,
1680 DataLayout::NHWC)
1681ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001682 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001683 true,
1684 DataLayout::NCHW)
1685ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001686 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001687 true,
1688 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001689
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001690ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
1691 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1692 false,
1693 DataLayout::NCHW)
1694ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1695 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1696 true,
1697 DataLayout::NHWC)
1698ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001699 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001700 true,
1701 DataLayout::NCHW)
1702ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001703 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001704 true,
1705 DataLayout::NHWC)
1706ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001707 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001708 true,
1709 DataLayout::NCHW)
1710ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001711 StridedTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001712 true,
1713 DataLayout::NCHW)
1714
1715ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
1716 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1717 DataLayout::NCHW)
1718ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
1719 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1720 DataLayout::NHWC)
1721ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001722 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001723 DataLayout::NCHW)
1724ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001725 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001726 DataLayout::NHWC)
1727ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nchw,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001728 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001729 DataLayout::NCHW)
1730ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dInt16Nhwc,
Derek Lambertif90c56d2020-01-10 17:14:08 +00001731 MultiChannelTransposeConvolution2dTest<DataType::QSymmS16, DataType::Signed32>,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001732 DataLayout::NCHW)
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001733
Aron Virginas-Tar94d3b932019-11-11 12:54:47 +00001734ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNchw,
1735 TransposeConvolution2dPerAxisQuantTest,
1736 DataLayout::NCHW);
1737ARMNN_AUTO_TEST_CASE(TransposeConvolution2dPerAxisQuantTestNhwc,
1738 TransposeConvolution2dPerAxisQuantTest,
1739 DataLayout::NHWC);
1740
Matthew Jackson81e601c2019-07-11 12:07:09 +01001741// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +01001742ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
1743ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
1744ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
1745ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
1746ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
1747ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
1748ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson81e601c2019-07-11 12:07:09 +01001749
Sadik Armaganac472102020-03-24 09:54:36 +00001750// Neg
1751ARMNN_AUTO_TEST_CASE(Neg2d, Neg2dTest<DataType::Float32>)
1752ARMNN_AUTO_TEST_CASE(Neg3d, Neg3dTest<DataType::Float32>)
1753ARMNN_AUTO_TEST_CASE(NegZero, NegZeroTest<DataType::Float32>)
1754ARMNN_AUTO_TEST_CASE(NegNegative, NegNegativeTest<DataType::Float32>)
1755ARMNN_AUTO_TEST_CASE(Neg2dFloat16, Neg2dTest<DataType::Float16>)
1756ARMNN_AUTO_TEST_CASE(Neg3dFloat16, Neg3dTest<DataType::Float16>)
1757ARMNN_AUTO_TEST_CASE(Neg2dQuantisedAsymm8, Neg2dTest<DataType::QAsymmU8>)
1758ARMNN_AUTO_TEST_CASE(Neg3dQuantisedAsymm8, Neg3dTest<DataType::QAsymmU8>)
1759ARMNN_AUTO_TEST_CASE(Neg2dQuantisedSymm16, Neg2dTest<DataType::QSymmS16>)
1760ARMNN_AUTO_TEST_CASE(Neg3dQuantisedSymm16, Neg3dTest<DataType::QSymmS16>)
1761
telsoa014fcda012018-03-09 14:13:49 +00001762BOOST_AUTO_TEST_SUITE_END()