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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-Tarc9cc8042018-11-01 16:15:57 +00008#include <test/TensorHelpers.hpp>
9#include <test/UnitTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000010
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000011#include <reference/RefWorkloadFactory.hpp>
Aron Virginas-Tar93820382019-06-27 16:59:36 +010012
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +000013#include <backendsCommon/test/DetectionPostProcessLayerTestImpl.hpp>
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000014#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000015
arovir0143095f32018-10-09 18:04:24 +010016#include <boost/test/unit_test.hpp>
telsoa014fcda012018-03-09 14:13:49 +000017
18BOOST_AUTO_TEST_SUITE(Compute_Reference)
19using FactoryType = armnn::RefWorkloadFactory;
20
21// ============================================================================
22// UNIT tests
23
24// Convolution
jimfly010a088a62018-10-25 17:05:05 +010025ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW)
26ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, armnn::DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010027ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC)
28ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, armnn::DataLayout::NHWC)
Mike Kelly2f80f6e2019-05-16 12:41:34 +010029ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16, SimpleConvolution2d3x5QSymm16Test, true, armnn::DataLayout::NCHW)
30ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5QSymm16Nhwc, SimpleConvolution2d3x5QSymm16Test, true,
31 armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000032
jimfly010a088a62018-10-25 17:05:05 +010033ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW)
34ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, armnn::DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010035ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC)
36ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000037
38ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
39ARMNN_AUTO_TEST_CASE(SimpleConvolution1dUint8, Convolution1dUint8Test, true)
40
narpra015f703182018-10-26 16:24:58 +010041ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, armnn::DataLayout::NCHW)
42ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW)
Mike Kelly2f80f6e2019-05-16 12:41:34 +010043ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16, SimpleConvolution2d3x3QSymm16Test, true, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +000044
narpra015f703182018-10-26 16:24:58 +010045ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, armnn::DataLayout::NHWC)
46ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC)
Mike Kelly2f80f6e2019-05-16 12:41:34 +010047ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3QSymm16Nhwc, SimpleConvolution2d3x3QSymm16Test, true,
48 armnn::DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010049
50ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW)
51ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000052
Mike Kelly7332ed82018-12-20 17:03:06 +000053ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareStride2x2Nhwc,
54 SimpleConvolution2d3x3Stride2x2Test,
55 false,
56 armnn::DataLayout::NHWC)
57
telsoa014fcda012018-03-09 14:13:49 +000058ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize,
narpra015f703182018-10-26 16:24:58 +010059 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
60 armnn::DataLayout::NCHW)
61ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW)
62
63ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc,
64 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
65 armnn::DataLayout::NHWC)
66ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
67 Convolution2dAsymmetricPaddingTest,
68 armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000069
Nikhil Raje4dfd6e2018-10-18 10:11:04 +010070ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
71
Teresa Charlinedeeb162019-06-14 11:09:19 +010072ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
73 Convolution2d3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
74 false,
75 armnn::DataLayout::NCHW)
76ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
77 Convolution2d3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
78 false,
79 armnn::DataLayout::NHWC)
80ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
81 Convolution2d3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
82 false,
83 armnn::DataLayout::NCHW)
84ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
85 Convolution2d3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
86 false,
87 armnn::DataLayout::NHWC)
88ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Int16,
89 Convolution2d3x3Dilation3x3Test<armnn::DataType::QuantisedSymm16, armnn::DataType::Signed32>,
90 false,
91 armnn::DataLayout::NCHW)
92ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcInt16,
93 Convolution2d3x3Dilation3x3Test<armnn::DataType::QuantisedSymm16, armnn::DataType::Signed32>,
94 false,
95 armnn::DataLayout::NHWC)
96
97ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
98 Convolution2d2x3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
99 false,
100 armnn::DataLayout::NCHW)
101ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
102 Convolution2d2x3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
103 false,
104 armnn::DataLayout::NHWC)
105ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
106 Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
107 false,
108 armnn::DataLayout::NCHW)
109ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
110 Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
111 false,
112 armnn::DataLayout::NHWC)
113ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Int16,
114 Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QuantisedSymm16, armnn::DataType::Signed32>,
115 false,
116 armnn::DataLayout::NCHW)
117ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcInt16,
118 Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QuantisedSymm16, armnn::DataType::Signed32>,
119 false,
120 armnn::DataLayout::NHWC)
121
telsoa014fcda012018-03-09 14:13:49 +0000122// Depthwise Convolution
jimfly01d84216a2018-10-26 12:56:21 +0100123ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, armnn::DataLayout::NCHW)
124ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000125
jimfly01d84216a2018-10-26 12:56:21 +0100126ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, armnn::DataLayout::NCHW)
127ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
128 DepthwiseConvolution2dUint8Test,
129 false,
130 armnn::DataLayout::NCHW)
Ruomei Yan88d44b82019-05-23 14:29:06 +0100131ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dQSymm16, DepthwiseConvolution2dInt16Test, true, armnn::DataLayout::NCHW)
jimfly01d84216a2018-10-26 12:56:21 +0100132
133// NHWC Depthwise Convolution
134ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, armnn::DataLayout::NHWC)
135ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, armnn::DataLayout::NHWC)
136
137ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, armnn::DataLayout::NHWC)
138ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
139 DepthwiseConvolution2dUint8Test,
140 false,
141 armnn::DataLayout::NHWC)
Teresa Charlin20b1f882019-06-19 09:34:37 +0100142ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
Matthew Bentham49cb7d02019-05-10 16:55:23 +0100143ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
144 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000145
Teresa Charlin20b1f882019-06-19 09:34:37 +0100146ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3,
147 DepthwiseConvolution2d3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
148 false,
149 armnn::DataLayout::NCHW)
150ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Nhwc,
151 DepthwiseConvolution2d3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
152 false,
153 armnn::DataLayout::NHWC)
154ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Uint8,
155 DepthwiseConvolution2d3x3Dilation3x3Test
156 <armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
157 false,
158 armnn::DataLayout::NCHW)
159ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcUint8,
160 DepthwiseConvolution2d3x3Dilation3x3Test
161 <armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
162 false,
163 armnn::DataLayout::NHWC)
164ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3Int16,
165 DepthwiseConvolution2d3x3Dilation3x3Test
166 <armnn::DataType::QuantisedSymm16, armnn::DataType::Signed32>,
167 false,
168 armnn::DataLayout::NCHW)
169ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d3x3Dilation3x3NhwcInt16,
170 DepthwiseConvolution2d3x3Dilation3x3Test
171 <armnn::DataType::QuantisedSymm16, armnn::DataType::Signed32>,
172 false,
173 armnn::DataLayout::NHWC)
174
175ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3,
176 DepthwiseConvolution2d2x3x3Dilation3x3Test
177 <armnn::DataType::Float32, armnn::DataType::Float32>,
178 false,
179 armnn::DataLayout::NCHW)
180ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Nhwc,
181 DepthwiseConvolution2d2x3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
182 false,
183 armnn::DataLayout::NHWC)
184ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Uint8,
185 DepthwiseConvolution2d2x3x3Dilation3x3Test
186 <armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
187 false,
188 armnn::DataLayout::NCHW)
189ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcUint8,
190 DepthwiseConvolution2d2x3x3Dilation3x3Test
191 <armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
192 false,
193 armnn::DataLayout::NHWC)
194ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3Int16,
195 DepthwiseConvolution2d2x3x3Dilation3x3Test
196 <armnn::DataType::QuantisedSymm16, armnn::DataType::Signed32>,
197 false,
198 armnn::DataLayout::NCHW)
199ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d2x3x3Dilation3x3NhwcInt16,
200 DepthwiseConvolution2d2x3x3Dilation3x3Test
201 <armnn::DataType::QuantisedSymm16, armnn::DataType::Signed32>,
202 false,
203 armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000204
jimfly01b9c89632018-10-26 16:50:13 +0100205ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
206 DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW)
207ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
208 DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW)
Ruomei Yan88d44b82019-05-23 14:29:06 +0100209ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Int16,
210 DepthwiseConvolution2dDepthMul1Int16Test, true, armnn::DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100211
212ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
213 DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW)
214ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
215 DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW)
216
217ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
218 DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC)
219ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
220 DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC)
221
222ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
223 DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC)
224ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
225 DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000226
jimfly01382a91d2018-10-26 15:55:50 +0100227ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
228 DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW)
229ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
230 DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW)
231ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
232 DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC)
233ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
234 DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100235
telsoa014fcda012018-03-09 14:13:49 +0000236// Pooling
Teresa Charlin0434df62019-06-06 13:40:35 +0100237//MaxPooling
telsoa014fcda012018-03-09 14:13:49 +0000238ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
239ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100240ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Int16, SimpleMaxPooling2dSize2x2Stride2x2Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000241
242ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
243ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
Teresa Charlin0434df62019-06-06 13:40:35 +0100244ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Int16, SimpleMaxPooling2dSize3x3Stride2x4Int16Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000245
James Conroy45a9b772018-10-31 11:47:53 +0000246ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW)
247ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC)
248ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW)
Teresa Charlin0434df62019-06-06 13:40:35 +0100249ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16, SimpleMaxPooling2dInt16Test, armnn::DataLayout::NCHW)
James Conroy45a9b772018-10-31 11:47:53 +0000250ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100251ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dInt16Nhwc, SimpleMaxPooling2dInt16Test, armnn::DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000252
Teresa Charlin0434df62019-06-06 13:40:35 +0100253ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
254ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
255ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dInt16, IgnorePaddingSimpleMaxPooling2dInt16Test)
256ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
257ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
258ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Int16, IgnorePaddingMaxPooling2dSize3Int16Test)
259
260//AveragePooling
James Conroy45a9b772018-10-31 11:47:53 +0000261ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW)
262ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NHWC)
263ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW)
Teresa Charlin0434df62019-06-06 13:40:35 +0100264ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16, SimpleAveragePooling2dInt16Test, armnn::DataLayout::NCHW)
James Conroy45a9b772018-10-31 11:47:53 +0000265ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100266ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dInt16Nhwc, SimpleAveragePooling2dInt16Test, armnn::DataLayout::NHWC)
267
268ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
269ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
270ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dInt16, IgnorePaddingSimpleAveragePooling2dInt16Test)
271ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
272ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
273 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
274ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingInt16,
275 IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test)
276ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
277ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
278ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Int16, IgnorePaddingAveragePooling2dSize3Int16Test)
James Conroy45a9b772018-10-31 11:47:53 +0000279
surmeh01bceff2f2018-03-29 16:29:27 +0100280ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
281 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
282ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
283 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000284
285ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
286ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100287ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dInt16, LargeTensorsAveragePooling2dInt16Test)
288
289//L2Pooling
290ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
291ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
292ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dInt16, IgnorePaddingSimpleL2Pooling2dInt16Test)
293
294ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
295ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
296ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Int16, IgnorePaddingL2Pooling2dSize3Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000297
James Conroy45a9b772018-10-31 11:47:53 +0000298ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW)
299ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC)
300ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW)
Teresa Charlin0434df62019-06-06 13:40:35 +0100301ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dInt16, SimpleL2Pooling2dInt16Test, armnn::DataLayout::NCHW)
James Conroy45a9b772018-10-31 11:47:53 +0000302ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NHWC)
Teresa Charlin0434df62019-06-06 13:40:35 +0100303ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcInt16, SimpleL2Pooling2dInt16Test, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000304
305ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
306ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100307ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Int16, L2Pooling2dSize7Int16Test)
telsoa014fcda012018-03-09 14:13:49 +0000308
Teresa Charlin0434df62019-06-06 13:40:35 +0100309//NonSquarePooling
telsoa014fcda012018-03-09 14:13:49 +0000310ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
311ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
Teresa Charlin0434df62019-06-06 13:40:35 +0100312ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dInt16, AsymmetricNonSquarePooling2dInt16Test)
313
telsoa014fcda012018-03-09 14:13:49 +0000314
Teresa Charlin18515e22019-04-24 10:17:46 +0100315// Linear Activation
telsoa014fcda012018-03-09 14:13:49 +0000316ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
317ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100318ARMNN_AUTO_TEST_CASE(ConstantLinearActivationInt16, ConstantLinearActivationInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000319
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100320// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000321ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
322ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100323ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000324
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000325// Softmax
telsoa014fcda012018-03-09 14:13:49 +0000326ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
327ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
328ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
329ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
330
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000331ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
332ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
333
334ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
335ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
336
nikraj01248683f2019-05-29 16:46:50 +0100337ARMNN_AUTO_TEST_CASE(SimpleSoftmaxUint16, SimpleSoftmaxUint16Test, 1.0f)
338ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint16, Simple3dSoftmaxUint16Test, 1.0f)
339ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint16, Simple4dSoftmaxUint16Test, 1.0f)
340
Teresa Charlin18515e22019-04-24 10:17:46 +0100341// Sigmoid Activation
telsoa014fcda012018-03-09 14:13:49 +0000342ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
343ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100344ARMNN_AUTO_TEST_CASE(SimpleSigmoidInt16, SimpleSigmoidInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000345
Teresa Charlin18515e22019-04-24 10:17:46 +0100346// BoundedReLU Activation
telsoa014fcda012018-03-09 14:13:49 +0000347ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
348ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
349ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
350ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Teresa Charlin18515e22019-04-24 10:17:46 +0100351ARMNN_AUTO_TEST_CASE(BoundedReLuInt16, BoundedReLuInt16Test)
352
353// ReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100354ARMNN_AUTO_TEST_CASE(ReLu, ReLuTest)
355ARMNN_AUTO_TEST_CASE(ReLuUint8, ReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100356ARMNN_AUTO_TEST_CASE(ReLuInt16, ReLuInt16Test)
357
358// SoftReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100359ARMNN_AUTO_TEST_CASE(SoftReLu, SoftReLuTest)
360ARMNN_AUTO_TEST_CASE(SoftReLuUint8, SoftReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100361ARMNN_AUTO_TEST_CASE(SoftReLuInt16, SoftReLuInt16Test)
362
konsof017f6db402019-06-07 15:15:58 +0100363
Teresa Charlin18515e22019-04-24 10:17:46 +0100364// LeakyReLU Activation
konsof017f6db402019-06-07 15:15:58 +0100365ARMNN_AUTO_TEST_CASE(LeakyReLu, LeakyReLuTest)
366ARMNN_AUTO_TEST_CASE(LeakyReLuUint8, LeakyReLuUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100367ARMNN_AUTO_TEST_CASE(LeakyReLuInt16, LeakyReLuInt16Test)
368
369// Abs Activation
konsof017f6db402019-06-07 15:15:58 +0100370ARMNN_AUTO_TEST_CASE(Abs, AbsTest)
371ARMNN_AUTO_TEST_CASE(AbsUint8, AbsUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100372ARMNN_AUTO_TEST_CASE(AbsInt16, AbsInt16Test)
373
374// Sqrt Activation
konsof017f6db402019-06-07 15:15:58 +0100375ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
376ARMNN_AUTO_TEST_CASE(SqrtUint8, SqrtUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100377ARMNN_AUTO_TEST_CASE(SqrtInt16, SqrtInt16Test)
378
379// Square Activation
konsof017f6db402019-06-07 15:15:58 +0100380ARMNN_AUTO_TEST_CASE(Square, SquareTest)
381ARMNN_AUTO_TEST_CASE(SquareUint8, SquareUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100382ARMNN_AUTO_TEST_CASE(SquareInt16, SquareInt16Test)
383
384// Tanh Activation
konsof017f6db402019-06-07 15:15:58 +0100385ARMNN_AUTO_TEST_CASE(Tanh, TanhTest)
386ARMNN_AUTO_TEST_CASE(TanhUint8, TanhUint8Test)
Teresa Charlin18515e22019-04-24 10:17:46 +0100387ARMNN_AUTO_TEST_CASE(TanhInt16, TanhInt16Test)
388
telsoa014fcda012018-03-09 14:13:49 +0000389
Francis Murtagh46c09d02019-05-28 08:15:28 +0100390// Fully Connected
telsoa014fcda012018-03-09 14:13:49 +0000391ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
Francis Murtagh46c09d02019-05-28 08:15:28 +0100392ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, false)
393ARMNN_AUTO_TEST_CASE(FullyConnectedQSymm16, FullyConnectedTest<armnn::DataType::QuantisedSymm16>, false)
telsoa014fcda012018-03-09 14:13:49 +0000394ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
Francis Murtagh46c09d02019-05-28 08:15:28 +0100395ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, true)
396ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedQSymm16, FullyConnectedTest<armnn::DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000397ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
398
399ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
400ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
401
402// Splitter
telsoa01c577f2c2018-08-31 09:22:23 +0100403ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest)
404ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100405ARMNN_AUTO_TEST_CASE(SimpleSplitterInt16, SplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000406
407ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest)
408ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
Ruomei Yan25339c32019-05-28 16:48:20 +0100409ARMNN_AUTO_TEST_CASE(CopyViaSplitterInt16, CopyViaSplitterInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000410
Jim Flynn4ed6c832019-05-20 11:02:46 +0100411// Concat
412ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
413ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
414ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentQParams, ConcatUint8DifferentQParamsTest)
415ARMNN_AUTO_TEST_CASE(ConcatUint16, ConcatUint16Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100416ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
417 ConcatDifferentInputOutputQParamTest<armnn::DataType::QuantisedAsymm8>, true)
418ARMNN_AUTO_TEST_CASE(ConcatInt16DifferentInputOutputQParam,
419 ConcatDifferentInputOutputQParamTest<armnn::DataType::QuantisedSymm16>, true)
telsoa014fcda012018-03-09 14:13:49 +0000420
421// Add
422ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
423ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
424ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
425
426ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
427ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
428ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
429
Sadik Armagan2999a022019-04-09 14:20:12 +0100430ARMNN_AUTO_TEST_CASE(AdditionInt16, AdditionInt16Test)
431ARMNN_AUTO_TEST_CASE(AddBroadcastInt16, AdditionBroadcastInt16Test)
432ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementInt16, AdditionBroadcast1ElementInt16Test)
433
David Beckf195f032018-09-06 16:46:34 +0100434// Sub
435ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
436ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
437ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
438
David Beck4a8692c2018-09-07 16:19:24 +0100439ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100440ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
441ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
442
Sadik Armagan2999a022019-04-09 14:20:12 +0100443ARMNN_AUTO_TEST_CASE(SubtractionInt16, SubtractionInt16Test)
444ARMNN_AUTO_TEST_CASE(SubBroadcastInt16, SubtractionBroadcastInt16Test)
445ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementInt16, SubtractionBroadcast1ElementInt16Test)
446
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100447// Div
448ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100449ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100450ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
451ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100452// NOTE: division by zero for quantized div needs more attention
453// see IVGCVSW-1849
454ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
455ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
456ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100457
Sadik Armagan2999a022019-04-09 14:20:12 +0100458ARMNN_AUTO_TEST_CASE(DivisionInt16, DivisionInt16Test)
459ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1Element, DivisionBroadcast1ElementInt16Test)
460ARMNN_AUTO_TEST_CASE(DivisionInt16Broadcast1DVector, DivisionBroadcast1DVectorInt16Test)
461
FrancisMurtagh30cdfca2018-12-18 12:57:35 +0000462// Equal
463ARMNN_AUTO_TEST_CASE(SimpleEqual, EqualSimpleTest)
464ARMNN_AUTO_TEST_CASE(EqualBroadcast1Element, EqualBroadcast1ElementTest)
465ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVector, EqualBroadcast1DVectorTest)
466ARMNN_AUTO_TEST_CASE(EqualUint8, EqualUint8Test)
467ARMNN_AUTO_TEST_CASE(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
468ARMNN_AUTO_TEST_CASE(EqualBroadcast1DVectorUint8, EqualBroadcast1DVectorUint8Test)
469
FrancisMurtagh878f0232018-12-19 10:56:15 +0000470// Greater
471ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
472ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
473ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
474ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
475ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
476ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
477
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000478// Max
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000479ARMNN_AUTO_TEST_CASE(SimpleMaximum, MaximumSimpleTest)
480ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
481ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
482ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
483ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
484ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100485ARMNN_AUTO_TEST_CASE(MaximumInt16, MaximumInt16Test)
486ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementInt16, MaximumBroadcast1ElementInt16Test)
487ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorInt16, MaximumBroadcast1DVectorInt16Test)
Éanna Ó Catháinde705582018-12-03 13:04:22 +0000488
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000489// Min
490ARMNN_AUTO_TEST_CASE(SimpleMinimum1, MinimumBroadcast1ElementTest1)
491ARMNN_AUTO_TEST_CASE(SimpleMinimum2, MinimumBroadcast1ElementTest2)
492ARMNN_AUTO_TEST_CASE(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100493ARMNN_AUTO_TEST_CASE(MinimumInt16, MinimumInt16Test)
494ARMNN_AUTO_TEST_CASE(MinimumBroadcast1ElementInt16, MinimumBroadcast1ElementInt16Test)
495ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorInt16, MinimumBroadcast1DVectorInt16Test)
Éanna Ó Catháin20e58802018-12-04 10:29:06 +0000496
telsoa014fcda012018-03-09 14:13:49 +0000497// Mul
498ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100499ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
500ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000501ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100502ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
503ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Sadik Armagan2999a022019-04-09 14:20:12 +0100504ARMNN_AUTO_TEST_CASE(MultiplicationInt16, MultiplicationInt16Test)
505ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementInt16, MultiplicationBroadcast1ElementInt16Test)
506ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorInt16, MultiplicationBroadcast1DVectorInt16Test)
telsoa014fcda012018-03-09 14:13:49 +0000507
508// Batch Norm
509ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100510ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000511ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100512ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
Matteo Martincighf5507132019-06-04 10:59:47 +0100513ARMNN_AUTO_TEST_CASE(BatchNormInt16, BatchNormInt16Test)
514ARMNN_AUTO_TEST_CASE(BatchNormInt16Nhwc, BatchNormInt16NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000515
James Conroy59540822018-10-11 12:39:05 +0100516// Resize Bilinear - NCHW
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100517ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
518 SimpleResizeBilinearTest<armnn::DataType::Float32>,
519 armnn::DataLayout::NCHW)
520ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
521 SimpleResizeBilinearTest<armnn::DataType::QuantisedAsymm8>,
522 armnn::DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100523ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16,
524 SimpleResizeBilinearTest<armnn::DataType::QuantisedSymm16>,
525 armnn::DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100526ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
527 ResizeBilinearNopTest<armnn::DataType::Float32>,
528 armnn::DataLayout::NCHW)
529ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
530 ResizeBilinearNopTest<armnn::DataType::QuantisedAsymm8>,
531 armnn::DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100532ARMNN_AUTO_TEST_CASE(esizeBilinearNopUint16,
533 SimpleResizeBilinearTest<armnn::DataType::QuantisedSymm16>,
534 armnn::DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100535ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
536 ResizeBilinearSqMinTest<armnn::DataType::Float32>,
537 armnn::DataLayout::NCHW)
538ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
539 ResizeBilinearSqMinTest<armnn::DataType::QuantisedAsymm8>,
540 armnn::DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100541ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16,
542 SimpleResizeBilinearTest<armnn::DataType::QuantisedSymm16>,
543 armnn::DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100544ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
545 ResizeBilinearMinTest<armnn::DataType::Float32>,
546 armnn::DataLayout::NCHW)
547ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
548 ResizeBilinearMinTest<armnn::DataType::QuantisedAsymm8>,
549 armnn::DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100550ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16,
551 SimpleResizeBilinearTest<armnn::DataType::QuantisedSymm16>,
552 armnn::DataLayout::NCHW)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100553ARMNN_AUTO_TEST_CASE(ResizeBilinearMag,
554 ResizeBilinearMagTest<armnn::DataType::Float32>,
555 armnn::DataLayout::NCHW)
556ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8,
557 ResizeBilinearMagTest<armnn::DataType::QuantisedAsymm8>,
558 armnn::DataLayout::NCHW)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100559ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16,
560 SimpleResizeBilinearTest<armnn::DataType::QuantisedSymm16>,
561 armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000562
James Conroy59540822018-10-11 12:39:05 +0100563// Resize Bilinear - NHWC
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100564ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
565 ResizeBilinearNopTest<armnn::DataType::Float32>,
566 armnn::DataLayout::NHWC)
567ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
568 ResizeBilinearNopTest<armnn::DataType::QuantisedAsymm8>,
569 armnn::DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100570ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint16Nhwc,
571 ResizeBilinearNopTest<armnn::DataType::QuantisedSymm16>,
572 armnn::DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100573ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
574 SimpleResizeBilinearTest<armnn::DataType::Float32>,
575 armnn::DataLayout::NHWC)
576ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
577 SimpleResizeBilinearTest<armnn::DataType::QuantisedAsymm8>,
578 armnn::DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100579ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint16Nhwc,
580 ResizeBilinearNopTest<armnn::DataType::QuantisedSymm16>,
581 armnn::DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100582ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
583 ResizeBilinearSqMinTest<armnn::DataType::Float32>,
584 armnn::DataLayout::NHWC)
585ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
586 ResizeBilinearSqMinTest<armnn::DataType::QuantisedAsymm8>,
587 armnn::DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100588ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint16Nhwc,
589 ResizeBilinearNopTest<armnn::DataType::QuantisedSymm16>,
590 armnn::DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100591ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
592 ResizeBilinearMinTest<armnn::DataType::Float32>,
593 armnn::DataLayout::NHWC)
594ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
595 ResizeBilinearMinTest<armnn::DataType::QuantisedAsymm8>,
596 armnn::DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100597ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint16Nhwc,
598 ResizeBilinearNopTest<armnn::DataType::QuantisedSymm16>,
599 armnn::DataLayout::NHWC)
Ellen Norris-Thompsonc4223d12019-06-10 14:15:12 +0100600ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
601 ResizeBilinearMagTest<armnn::DataType::Float32>,
602 armnn::DataLayout::NHWC)
603ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8Nhwc,
604 ResizeBilinearMagTest<armnn::DataType::QuantisedAsymm8>,
605 armnn::DataLayout::NHWC)
Ellen Norris-Thompson3cb85f32019-06-17 11:32:49 +0100606ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint16Nhwc,
607 ResizeBilinearNopTest<armnn::DataType::QuantisedSymm16>,
608 armnn::DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100609
Teresa Charlin970f43b2019-07-01 13:51:07 +0100610// Resize NearestNeighbor - NCHW
611ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
612 SimpleResizeNearestNeighborTest<armnn::DataType::Float32>,
613 armnn::DataLayout::NCHW)
614ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
615 SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedAsymm8>,
616 armnn::DataLayout::NCHW)
617ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16,
618 SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedSymm16>,
619 armnn::DataLayout::NCHW)
620ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
621 ResizeNearestNeighborNopTest<armnn::DataType::Float32>,
622 armnn::DataLayout::NCHW)
623ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
624 ResizeNearestNeighborNopTest<armnn::DataType::QuantisedAsymm8>,
625 armnn::DataLayout::NCHW)
626ARMNN_AUTO_TEST_CASE(esizeNearestNeighborNopUint16,
627 SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedSymm16>,
628 armnn::DataLayout::NCHW)
629ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
630 ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>,
631 armnn::DataLayout::NCHW)
632ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
633 ResizeNearestNeighborSqMinTest<armnn::DataType::QuantisedAsymm8>,
634 armnn::DataLayout::NCHW)
635ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16,
636 SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedSymm16>,
637 armnn::DataLayout::NCHW)
638ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
639 ResizeNearestNeighborMinTest<armnn::DataType::Float32>,
640 armnn::DataLayout::NCHW)
641ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
642 ResizeNearestNeighborMinTest<armnn::DataType::QuantisedAsymm8>,
643 armnn::DataLayout::NCHW)
644ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16,
645 SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedSymm16>,
646 armnn::DataLayout::NCHW)
647ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
648 ResizeNearestNeighborMagTest<armnn::DataType::Float32>,
649 armnn::DataLayout::NCHW)
650ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
651 ResizeNearestNeighborMagTest<armnn::DataType::QuantisedAsymm8>,
652 armnn::DataLayout::NCHW)
653ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16,
654 SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedSymm16>,
655 armnn::DataLayout::NCHW)
656
657// Resize NearestNeighbor - NHWC
658ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
659 ResizeNearestNeighborNopTest<armnn::DataType::Float32>,
660 armnn::DataLayout::NHWC)
661ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
662 ResizeNearestNeighborNopTest<armnn::DataType::QuantisedAsymm8>,
663 armnn::DataLayout::NHWC)
664ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint16Nhwc,
665 ResizeNearestNeighborNopTest<armnn::DataType::QuantisedSymm16>,
666 armnn::DataLayout::NHWC)
667ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
668 SimpleResizeNearestNeighborTest<armnn::DataType::Float32>,
669 armnn::DataLayout::NHWC)
670ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
671 SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedAsymm8>,
672 armnn::DataLayout::NHWC)
673ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint16Nhwc,
674 ResizeNearestNeighborNopTest<armnn::DataType::QuantisedSymm16>,
675 armnn::DataLayout::NHWC)
676ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
677 ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>,
678 armnn::DataLayout::NHWC)
679ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
680 ResizeNearestNeighborSqMinTest<armnn::DataType::QuantisedAsymm8>,
681 armnn::DataLayout::NHWC)
682ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint16Nhwc,
683 ResizeNearestNeighborNopTest<armnn::DataType::QuantisedSymm16>,
684 armnn::DataLayout::NHWC)
685ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
686 ResizeNearestNeighborMinTest<armnn::DataType::Float32>,
687 armnn::DataLayout::NHWC)
688ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
689 ResizeNearestNeighborMinTest<armnn::DataType::QuantisedAsymm8>,
690 armnn::DataLayout::NHWC)
691ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint16Nhwc,
692 ResizeNearestNeighborNopTest<armnn::DataType::QuantisedSymm16>,
693 armnn::DataLayout::NHWC)
694ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
695 ResizeNearestNeighborMagTest<armnn::DataType::Float32>,
696 armnn::DataLayout::NHWC)
697ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
698 ResizeNearestNeighborMagTest<armnn::DataType::QuantisedAsymm8>,
699 armnn::DataLayout::NHWC)
700ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint16Nhwc,
701 ResizeNearestNeighborNopTest<armnn::DataType::QuantisedSymm16>,
702 armnn::DataLayout::NHWC)
703
telsoa014fcda012018-03-09 14:13:49 +0000704// Fake Quantization
705ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
706
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100707// L2 Normalization
jimfly013aab7c32018-11-12 13:32:08 +0000708ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, armnn::DataLayout::NCHW)
709ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, armnn::DataLayout::NCHW)
710ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, armnn::DataLayout::NCHW)
711ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, armnn::DataLayout::NCHW)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100712
Ferran Balaguerd73d14f2019-06-10 10:29:54 +0100713ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16, L2Normalization1dInt16Test, armnn::DataLayout::NCHW)
714ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16, L2Normalization2dInt16Test, armnn::DataLayout::NCHW)
715ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16, L2Normalization3dInt16Test, armnn::DataLayout::NCHW)
716ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16, L2Normalization4dInt16Test, armnn::DataLayout::NCHW)
jimfly013aab7c32018-11-12 13:32:08 +0000717
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100718ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8, L2Normalization1dUint8Test, armnn::DataLayout::NCHW)
719ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8, L2Normalization2dUint8Test, armnn::DataLayout::NCHW)
720ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8, L2Normalization3dUint8Test, armnn::DataLayout::NCHW)
721ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8, L2Normalization4dUint8Test, armnn::DataLayout::NCHW)
722
jimfly013aab7c32018-11-12 13:32:08 +0000723ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, armnn::DataLayout::NHWC)
724ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, armnn::DataLayout::NHWC)
725ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, armnn::DataLayout::NHWC)
726ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, armnn::DataLayout::NHWC)
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100727
Ferran Balaguerd73d14f2019-06-10 10:29:54 +0100728ARMNN_AUTO_TEST_CASE(L2Normalization1dInt16Nhwc, L2Normalization1dInt16Test, armnn::DataLayout::NHWC)
729ARMNN_AUTO_TEST_CASE(L2Normalization2dInt16Nhwc, L2Normalization2dInt16Test, armnn::DataLayout::NHWC)
730ARMNN_AUTO_TEST_CASE(L2Normalization3dInt16Nhwc, L2Normalization3dInt16Test, armnn::DataLayout::NHWC)
731ARMNN_AUTO_TEST_CASE(L2Normalization4dInt16Nhwc, L2Normalization4dInt16Test, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000732
Ferran Balaguerc6138d82019-06-13 17:23:50 +0100733ARMNN_AUTO_TEST_CASE(L2Normalization1dUint8Nhwc, L2Normalization1dUint8Test, armnn::DataLayout::NHWC)
734ARMNN_AUTO_TEST_CASE(L2Normalization2dUint8Nhwc, L2Normalization2dUint8Test, armnn::DataLayout::NHWC)
735ARMNN_AUTO_TEST_CASE(L2Normalization3dUint8Nhwc, L2Normalization3dUint8Test, armnn::DataLayout::NHWC)
736ARMNN_AUTO_TEST_CASE(L2Normalization4dUint8Nhwc, L2Normalization4dUint8Test, armnn::DataLayout::NHWC)
737
Ferran Balaguere52211e2019-06-17 12:23:52 +0100738ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, armnn::DataLayout::NCHW)
739ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, armnn::DataLayout::NCHW)
740
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100741// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100742ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
David Monahan34757812019-06-19 11:47:21 +0100743ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100744ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
745ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
746
747ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
David Monahan34757812019-06-19 11:47:21 +0100748ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100749ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
750ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100751
telsoa014fcda012018-03-09 14:13:49 +0000752// Constant
753ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100754ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8CustomQuantizationScaleAndOffsetTest)
755ARMNN_AUTO_TEST_CASE(ConstantInt16, ConstantInt16CustomQuantizationScaleAndOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000756
757// Concat
758ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest)
759ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test)
760
761ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test)
762ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test)
763ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test)
764ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test)
765
766ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest)
767ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test)
768ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest)
769ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test)
770
771ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test)
772ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test)
773ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test)
774ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test)
narpra015cdda352018-11-19 15:30:27 +0000775ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, true)
776ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000777
778ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest)
779ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test)
780ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest)
781ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test)
narpra015cdda352018-11-19 15:30:27 +0000782ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, true)
783ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, true)
784
785ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test)
786ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test)
787ARMNN_AUTO_TEST_CASE(Concatenation4dDim2, Concatenation4dDim2Test)
788ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, true)
789ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test)
790ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test)
791ARMNN_AUTO_TEST_CASE(Concatenation4dDim2Uint8, Concatenation4dDim2Uint8Test)
792ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, true)
793
794ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test)
795ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test)
796ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim2, Concatenation4dDiffShapeDim2Test)
797ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, true)
798ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test)
799ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test)
800ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim2Uint8, Concatenation4dDiffShapeDim2Uint8Test)
801ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000802
803// Floor
James Conroy83735b12019-05-30 16:36:59 +0100804ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<armnn::DataType::Float32>)
James Conroyb40d7102019-06-04 12:32:09 +0100805ARMNN_AUTO_TEST_CASE(SimpleFloorQuantisedSymm16, SimpleFloorTest<armnn::DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000806
807// Reshape
Nina Drozd8ed4b8c2019-05-29 10:41:04 +0100808ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
809ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedAsymm8, SimpleReshapeTest<armnn::DataType::QuantisedAsymm8>)
810ARMNN_AUTO_TEST_CASE(SimpleReshapeQuantisedSymm16, SimpleReshapeTest<armnn::DataType::QuantisedSymm16>)
telsoa014fcda012018-03-09 14:13:49 +0000811
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000812// Rsqrt
nikraj0193f84a92019-06-05 10:48:46 +0100813ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<armnn::DataType::Float32>)
814ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<armnn::DataType::Float32>)
815ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<armnn::DataType::Float32>)
816ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<armnn::DataType::Float32>)
nikraj010421e7f2019-06-14 09:40:34 +0100817ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedAsymm8, Rsqrt2dTest<armnn::DataType::QuantisedAsymm8>)
818ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedAsymm8, Rsqrt3dTest<armnn::DataType::QuantisedAsymm8>)
nikraj0124d73212019-06-14 14:20:40 +0100819ARMNN_AUTO_TEST_CASE(Rsqrt2dQuantisedSymm16, Rsqrt2dTest<armnn::DataType::QuantisedSymm16>)
820ARMNN_AUTO_TEST_CASE(Rsqrt3dQuantisedSymm16, Rsqrt3dTest<armnn::DataType::QuantisedSymm16>)
Mohamed Nour Abouelseouda1d3c6a2018-12-27 12:39:16 +0000821
telsoa014fcda012018-03-09 14:13:49 +0000822// Permute
823ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteFloat32Test)
824ARMNN_AUTO_TEST_CASE(SimplePermuteUint8, SimplePermuteUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100825ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1, PermuteFloat32ValueSet1Test)
826ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2, PermuteFloat32ValueSet2Test)
827ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3, PermuteFloat32ValueSet3Test)
telsoa014fcda012018-03-09 14:13:49 +0000828
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000829// Lstm
Jan Eilers38e05bd2019-06-26 13:10:09 +0100830BOOST_AUTO_TEST_CASE(LstmUtilsZeroVector) {
831 LstmUtilsZeroVectorTest(); }
832BOOST_AUTO_TEST_CASE(LstmUtilsMeanStddevNormalization) {
833 LstmUtilsMeanStddevNormalizationNoneZeroInputTest();
834 LstmUtilsMeanStddevNormalizationAllZeroInputTest();
835 LstmUtilsMeanStddevNormalizationMixedZeroInputTest(); }
836BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorCwiseProduct) {
837 LstmUtilsVectorBatchVectorCwiseProductTest(); }
838BOOST_AUTO_TEST_CASE(LstmUtilsVectorBatchVectorAdd) {
839 LstmUtilsVectorBatchVectorAddTest(); }
840
Matteo Martincigha65b7ae2018-11-14 12:39:55 +0000841ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
842 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
843ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
844 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
845ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
846 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
847
Jan Eilers38e05bd2019-06-26 13:10:09 +0100848ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
849 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
850
Conor Kennedyb9971c92019-05-07 07:14:23 +0100851ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjection,
852 LstmLayerInt16NoCifgNoPeepholeNoProjectionTest)
853ARMNN_AUTO_TEST_CASE(LstmLayerInt16WithCifgWithPeepholeNoProjection,
854 LstmLayerInt16WithCifgWithPeepholeNoProjectionTest)
855ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgWithPeepholeWithProjection,
856 LstmLayerInt16NoCifgWithPeepholeWithProjectionTest)
857ARMNN_AUTO_TEST_CASE(LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16Constant,
858 LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest)
859
telsoa01c577f2c2018-08-31 09:22:23 +0100860// Convert from Float16 to Float32
861ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
862// Convert from Float32 to Float16
863ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
864
narpra011e4c31d2018-09-28 11:07:51 +0100865// Mean
James Conroy4d1ff582019-06-10 17:06:39 +0100866ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<armnn::DataType::Float32>)
867ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<armnn::DataType::Float32>)
868ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<armnn::DataType::Float32>)
869ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<armnn::DataType::Float32>)
870ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<armnn::DataType::Float32>)
871ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<armnn::DataType::Float32>)
872ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<armnn::DataType::Float32>)
narpra011e4c31d2018-09-28 11:07:51 +0100873
James Conroy4d1ff582019-06-10 17:06:39 +0100874ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<armnn::DataType::QuantisedAsymm8>)
875ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<armnn::DataType::QuantisedAsymm8>)
876ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<armnn::DataType::QuantisedAsymm8>)
877ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<armnn::DataType::QuantisedAsymm8>)
878ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<armnn::DataType::QuantisedAsymm8>)
879ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<armnn::DataType::QuantisedAsymm8>)
880ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<armnn::DataType::QuantisedAsymm8>)
narpra011e4c31d2018-09-28 11:07:51 +0100881
James Conroyb80775f2019-06-11 11:25:30 +0100882ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedSymm16, MeanSimpleTest<armnn::DataType::QuantisedSymm16>)
883ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedSymm16, MeanSimpleAxisTest<armnn::DataType::QuantisedSymm16>)
884ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedSymm16, MeanKeepDimsTest<armnn::DataType::QuantisedSymm16>)
885ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedSymm16, MeanMultipleDimsTest<armnn::DataType::QuantisedSymm16>)
886ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedSymm16, MeanVts1Test<armnn::DataType::QuantisedSymm16>)
887ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedSymm16, MeanVts2Test<armnn::DataType::QuantisedSymm16>)
888ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedSymm16, MeanVts3Test<armnn::DataType::QuantisedSymm16>)
889
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100890ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
891
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000892// Space To Batch Nd
893ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
894ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
895ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
896ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
897
898ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
899ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
900ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
901ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
902
903ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test)
904ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test)
905ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test)
906ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test)
907
908ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test)
909ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test)
910ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test)
911ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test)
912
nikraj01120522a2019-05-31 11:33:07 +0100913ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint16, SpaceToBatchNdSimpleUint16Test)
914ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint16, SpaceToBatchNdMultiChannelsUint16Test)
915ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint16, SpaceToBatchNdMultiBlockUint16Test)
916ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint16, SpaceToBatchNdPaddingUint16Test)
917
918ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint16, SpaceToBatchNdSimpleNHWCUint16Test)
919ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint16, SpaceToBatchNdMultiChannelsNHWCUint16Test)
920ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint16, SpaceToBatchNdMultiBlockNHWCUint16Test)
921ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint16, SpaceToBatchNdPaddingNHWCUint16Test)
922
Francis Murtagh57f13d52019-06-24 14:24:36 +0100923// BatchToSpace
924ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat1, BatchToSpaceNdNhwcTest1<armnn::DataType::Float32>)
925ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat2, BatchToSpaceNdNhwcTest2<armnn::DataType::Float32>)
926ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat3, BatchToSpaceNdNhwcTest3<armnn::DataType::Float32>)
927ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat4, BatchToSpaceNdNhwcTest4<armnn::DataType::Float32>)
928ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat5, BatchToSpaceNdNhwcTest5<armnn::DataType::Float32>)
929ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat6, BatchToSpaceNdNhwcTest6<armnn::DataType::Float32>)
930ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat7, BatchToSpaceNdNhwcTest7<armnn::DataType::Float32>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +0000931
Francis Murtagh57f13d52019-06-24 14:24:36 +0100932ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<armnn::DataType::QuantisedAsymm8>)
933ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<armnn::DataType::QuantisedAsymm8>)
934ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<armnn::DataType::QuantisedAsymm8>)
935ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint4, BatchToSpaceNdNhwcTest4<armnn::DataType::QuantisedAsymm8>)
936ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint5, BatchToSpaceNdNhwcTest5<armnn::DataType::QuantisedAsymm8>)
937ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint6, BatchToSpaceNdNhwcTest6<armnn::DataType::QuantisedAsymm8>)
938ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint7, BatchToSpaceNdNhwcTest7<armnn::DataType::QuantisedAsymm8>)
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +0000939
Francis Murtaghd0dfe172019-06-25 10:57:10 +0100940ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_1, BatchToSpaceNdNhwcTest1<armnn::DataType::QuantisedSymm16>)
941ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_2, BatchToSpaceNdNhwcTest2<armnn::DataType::QuantisedSymm16>)
942ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_3, BatchToSpaceNdNhwcTest3<armnn::DataType::QuantisedSymm16>)
943ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_4, BatchToSpaceNdNhwcTest4<armnn::DataType::QuantisedSymm16>)
944ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_5, BatchToSpaceNdNhwcTest5<armnn::DataType::QuantisedSymm16>)
945ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_6, BatchToSpaceNdNhwcTest6<armnn::DataType::QuantisedSymm16>)
946ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcQsymm16_7, BatchToSpaceNdNhwcTest7<armnn::DataType::QuantisedSymm16>)
947
Francis Murtagh57f13d52019-06-24 14:24:36 +0100948ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat1, BatchToSpaceNdNchwTest1<armnn::DataType::Float32>)
949ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat2, BatchToSpaceNdNchwTest2<armnn::DataType::Float32>)
950ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat3, BatchToSpaceNdNchwTest3<armnn::DataType::Float32>)
951ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat4, BatchToSpaceNdNchwTest4<armnn::DataType::Float32>)
952ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat5, BatchToSpaceNdNchwTest5<armnn::DataType::Float32>)
953ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat6, BatchToSpaceNdNchwTest6<armnn::DataType::Float32>)
954ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat7, BatchToSpaceNdNchwTest7<armnn::DataType::Float32>)
Mike Kelly831faed2018-11-28 11:52:08 +0000955
Francis Murtagh57f13d52019-06-24 14:24:36 +0100956ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<armnn::DataType::QuantisedAsymm8>)
957ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<armnn::DataType::QuantisedAsymm8>)
958ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<armnn::DataType::QuantisedAsymm8>)
959ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint4, BatchToSpaceNdNchwTest4<armnn::DataType::QuantisedAsymm8>)
960ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint5, BatchToSpaceNdNchwTest5<armnn::DataType::QuantisedAsymm8>)
961ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint6, BatchToSpaceNdNchwTest6<armnn::DataType::QuantisedAsymm8>)
962ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint7, BatchToSpaceNdNchwTest7<armnn::DataType::QuantisedAsymm8>)
Éanna Ó Catháin262553e2018-11-14 11:26:23 +0000963
Francis Murtaghd0dfe172019-06-25 10:57:10 +0100964ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_1, BatchToSpaceNdNchwTest1<armnn::DataType::QuantisedSymm16>)
965ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_2, BatchToSpaceNdNchwTest2<armnn::DataType::QuantisedSymm16>)
966ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_3, BatchToSpaceNdNchwTest3<armnn::DataType::QuantisedSymm16>)
967ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_4, BatchToSpaceNdNchwTest4<armnn::DataType::QuantisedSymm16>)
968ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_5, BatchToSpaceNdNchwTest5<armnn::DataType::QuantisedSymm16>)
969ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_6, BatchToSpaceNdNchwTest6<armnn::DataType::QuantisedSymm16>)
970ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwQsymm16_7, BatchToSpaceNdNchwTest7<armnn::DataType::QuantisedSymm16>)
971
972
Francis Murtagh57f13d52019-06-24 14:24:36 +0100973// SpaceToDepth
Keith Davisa57eccb2019-06-14 17:33:22 +0100974ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWAsymmQ8, SpaceToDepthNCHWAsymmQ8Test)
975ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCAsymmQ8, SpaceToDepthNHWCAsymmQ8Test)
976
977ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCFloat32, SpaceToDepthNHWCFloat32Test)
978ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWFloat32, SpaceToDepthNCHWFloat32Test)
979
Nattapat Chaimanowong1216b582018-11-23 15:33:41 +0000980// Strided Slice
981ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test)
982ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test)
983ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
984ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
985ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
986ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test)
987ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test)
988ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test)
989ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test)
990
991ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test)
992ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test)
993ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
994ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
995ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
996ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test)
997ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test)
998ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test)
999ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test)
1000
Matteo Martincigh42666a12019-05-29 08:53:41 +01001001ARMNN_AUTO_TEST_CASE(StridedSlice4DInt16, StridedSlice4DInt16Test)
1002ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseInt16, StridedSlice4DReverseInt16Test)
1003ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideInt16, StridedSliceSimpleStrideInt16Test)
1004ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskInt16, StridedSliceSimpleRangeMaskInt16Test)
1005ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskInt16, StridedSliceShrinkAxisMaskInt16Test)
1006ARMNN_AUTO_TEST_CASE(StridedSlice3DInt16, StridedSlice3DInt16Test)
1007ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseInt16, StridedSlice3DReverseInt16Test)
1008ARMNN_AUTO_TEST_CASE(StridedSlice2DInt16, StridedSlice2DInt16Test)
1009ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseInt16, StridedSlice2DReverseInt16Test)
1010
Nattapat Chaimanowongcfdcadf2018-12-06 11:54:33 +00001011// Debug
1012ARMNN_AUTO_TEST_CASE(Debug4DFloat32, Debug4DFloat32Test)
1013ARMNN_AUTO_TEST_CASE(Debug3DFloat32, Debug3DFloat32Test)
1014ARMNN_AUTO_TEST_CASE(Debug2DFloat32, Debug2DFloat32Test)
1015ARMNN_AUTO_TEST_CASE(Debug1DFloat32, Debug1DFloat32Test)
1016
1017ARMNN_AUTO_TEST_CASE(Debug4DUint8, Debug4DUint8Test)
1018ARMNN_AUTO_TEST_CASE(Debug3DUint8, Debug3DUint8Test)
1019ARMNN_AUTO_TEST_CASE(Debug2DUint8, Debug2DUint8Test)
1020ARMNN_AUTO_TEST_CASE(Debug1DUint8, Debug1DUint8Test)
1021
narpra014951d842019-01-18 16:53:53 +00001022// Gather
1023ARMNN_AUTO_TEST_CASE(Gather1DParamsFloat, Gather1DParamsFloatTest)
1024ARMNN_AUTO_TEST_CASE(Gather1DParamsUint8, Gather1DParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001025ARMNN_AUTO_TEST_CASE(Gather1DParamsInt16, Gather1DParamsInt16Test)
narpra014951d842019-01-18 16:53:53 +00001026ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsFloat, GatherMultiDimParamsFloatTest)
1027ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001028ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsInt16, GatherMultiDimParamsInt16Test)
narpra014951d842019-01-18 16:53:53 +00001029ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesFloat, GatherMultiDimParamsMultiDimIndicesFloatTest)
1030ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesUint8, GatherMultiDimParamsMultiDimIndicesUint8Test)
Ellen Norris-Thompsone0dbedf2019-06-24 09:23:38 +01001031ARMNN_AUTO_TEST_CASE(GatherMultiDimParamsMultiDimIndicesInt16, GatherMultiDimParamsMultiDimIndicesInt16Test)
narpra014951d842019-01-18 16:53:53 +00001032
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001033// Detection PostProcess
1034BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsFloat)
1035{
1036 DetectionPostProcessRegularNmsFloatTest<armnn::RefWorkloadFactory>();
1037}
1038BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsFloat)
1039{
1040 DetectionPostProcessFastNmsFloatTest<armnn::RefWorkloadFactory>();
1041}
1042BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsUint8)
1043{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001044 DetectionPostProcessRegularNmsQuantizedTest<
1045 armnn::RefWorkloadFactory, armnn::DataType::QuantisedAsymm8>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001046}
1047BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsUint8)
1048{
Aron Virginas-Tar6331f912019-06-03 17:10:02 +01001049 DetectionPostProcessRegularNmsQuantizedTest<
1050 armnn::RefWorkloadFactory, armnn::DataType::QuantisedAsymm8>();
1051}
1052BOOST_AUTO_TEST_CASE(DetectionPostProcessRegularNmsInt16)
1053{
1054 DetectionPostProcessRegularNmsQuantizedTest<
1055 armnn::RefWorkloadFactory, armnn::DataType::QuantisedSymm16>();
1056}
1057BOOST_AUTO_TEST_CASE(DetectionPostProcessFastNmsInt16)
1058{
1059 DetectionPostProcessFastNmsQuantizedTest<
1060 armnn::RefWorkloadFactory, armnn::DataType::QuantisedSymm16>();
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001061}
1062
Nattapat Chaimanowong8a54ac02019-03-29 15:25:04 +00001063// Dequantize
Nattapat Chaimanowongafa4e3a2019-04-02 11:41:45 +01001064ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1065ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
1066ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Narumol Prangnawarate0a4ad82019-02-04 19:05:27 +00001067
Nattapat Chaimanowonga0beb3b2019-04-01 17:04:53 +01001068// Quantize
1069ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1070ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
1071ARMNN_AUTO_TEST_CASE(QuantizeClampInt16, QuantizeClampInt16Test)
1072
Matteo Martincighab9e5252019-06-13 17:27:46 +01001073// PReLU
1074ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<armnn::DataType::Float32>)
1075ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<armnn::DataType::QuantisedAsymm8>)
1076ARMNN_AUTO_TEST_CASE(PreluInt16, PreluTest<armnn::DataType::QuantisedSymm16>)
1077
Aron Virginas-Tar735a4502019-06-26 15:02:47 +01001078// TransposeConvolution2d
1079ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, SimpleTransposeConvolution2dFloatNchwTest)
1080ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, SimpleTransposeConvolution2dFloatNhwcTest)
1081ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, SimpleTransposeConvolution2dUint8NchwTest)
1082ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, SimpleTransposeConvolution2dUint8NhwcTest)
1083ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nchw, SimpleTransposeConvolution2dInt16NchwTest)
1084ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dInt16Nhwc, SimpleTransposeConvolution2dInt16NhwcTest)
1085
1086ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, UnbiasedSimpleTransposeConvolution2dFloatNchwTest)
1087ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, UnbiasedSimpleTransposeConvolution2dFloatNhwcTest)
1088ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, UnbiasedSimpleTransposeConvolution2dUint8NchwTest)
1089ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, UnbiasedSimpleTransposeConvolution2dUint8NhwcTest)
1090ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nchw, UnbiasedSimpleTransposeConvolution2dInt16NchwTest)
1091ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dInt16Nhwc, UnbiasedSimpleTransposeConvolution2dInt16NhwcTest)
1092
1093ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, PaddedTransposeConvolution2dFloatNchwTest)
1094ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, PaddedTransposeConvolution2dFloatNhwcTest)
1095ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, PaddedTransposeConvolution2dUint8NchwTest)
1096ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, PaddedTransposeConvolution2dUint8NhwcTest)
1097ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nchw, PaddedTransposeConvolution2dInt16NchwTest)
1098ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dInt16Nhwc, PaddedTransposeConvolution2dInt16NhwcTest)
1099
1100ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, UnbiasedPaddedTransposeConvolution2dFloatNchwTest)
1101ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, UnbiasedPaddedTransposeConvolution2dFloatNhwcTest)
1102ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, UnbiasedPaddedTransposeConvolution2dUint8NchwTest)
1103ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, UnbiasedPaddedTransposeConvolution2dUint8NhwcTest)
1104ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nchw, UnbiasedPaddedTransposeConvolution2dInt16NchwTest)
1105ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dInt16Nhwc, UnbiasedPaddedTransposeConvolution2dInt16NhwcTest)
1106
1107ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, StridedTransposeConvolution2dFloatNhwcTest)
1108ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, StridedTransposeConvolution2dFloatNchwTest)
1109ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, StridedTransposeConvolution2dUint8NhwcTest)
1110ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, StridedTransposeConvolution2dUint8NchwTest)
1111ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nhwc, StridedTransposeConvolution2dInt16NhwcTest)
1112ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dInt16Nchw, StridedTransposeConvolution2dInt16NchwTest)
1113
1114ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, UnbiasedStridedTransposeConvolution2dFloatNhwcTest)
1115ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, UnbiasedStridedTransposeConvolution2dFloatNchwTest)
1116ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, UnbiasedStridedTransposeConvolution2dUint8NhwcTest)
1117ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, UnbiasedStridedTransposeConvolution2dUint8NchwTest)
1118ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nhwc, UnbiasedStridedTransposeConvolution2dInt16NhwcTest)
1119ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dInt16Nchw, UnbiasedStridedTransposeConvolution2dInt16NchwTest)
1120
telsoa014fcda012018-03-09 14:13:49 +00001121BOOST_AUTO_TEST_SUITE_END()