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review.mlplatform.org / ml / armnn / 56055193e82471a70b82e4eb11a8884c5904af75 / . / src / backends / reference / test / RefLayerTests.cpp
blob: 95ddbadbcc5dc6700abc4b71d8d1ff380a6a2c3f [file] [log] [blame]
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]1//
2// Copyright © 2017 Arm Ltd. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +0100[diff] [blame]3// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]4//
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]5
Aron Virginas-Tar56055192018-11-12 18:10:43 +0000[diff] [blame^]6#include "RefWorkloadFactoryHelper.hpp"
7
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +0000[diff] [blame]8#include <test/TensorHelpers.hpp>
9#include <test/UnitTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]10
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +0000[diff] [blame]11#include <reference/RefWorkloadFactory.hpp>
12#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]13
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]14#include <boost/test/unit_test.hpp>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]15
16BOOST_AUTO_TEST_SUITE(Compute_Reference)
17using FactoryType = armnn::RefWorkloadFactory;
18
19// ============================================================================
20// UNIT tests
21
22// Convolution
jimfly010a088a62018-10-25 17:05:05 +0100[diff] [blame]23ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW)
24ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8, SimpleConvolution2d3x5Uint8Test, true, armnn::DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]25ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Nhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC)
26ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x5Uint8Nhwc, SimpleConvolution2d3x5Uint8Test, true, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]27
jimfly010a088a62018-10-25 17:05:05 +0100[diff] [blame]28ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW)
29ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8, SimpleConvolution2d3x5Uint8Test, false, armnn::DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]30ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC)
31ARMNN_AUTO_TEST_CASE(UnbiasedConvolutionUint8Nhwc, SimpleConvolution2d3x5Uint8Test, false, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]32
33ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
34ARMNN_AUTO_TEST_CASE(SimpleConvolution1dUint8, Convolution1dUint8Test, true)
35
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]36ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3, SimpleConvolution2d3x3Test, true, armnn::DataLayout::NCHW)
37ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]38
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]39ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Nhwc, SimpleConvolution2d3x3Test, true, armnn::DataLayout::NHWC)
40ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC)
41
42ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW)
43ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]44
45ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSize,
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]46 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
47 armnn::DataLayout::NCHW)
48ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW)
49
50ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingLargerThanHalfKernelSizeNhwc,
51 Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest,
52 armnn::DataLayout::NHWC)
53ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
54 Convolution2dAsymmetricPaddingTest,
55 armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]56
Nikhil Raje4dfd6e2018-10-18 10:11:04 +0100[diff] [blame]57ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
58
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]59// Depthwise Convolution
jimfly01d84216a2018-10-26 12:56:21 +0100[diff] [blame]60ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, armnn::DataLayout::NCHW)
61ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]62
jimfly01d84216a2018-10-26 12:56:21 +0100[diff] [blame]63ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, armnn::DataLayout::NCHW)
64ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8,
65 DepthwiseConvolution2dUint8Test,
66 false,
67 armnn::DataLayout::NCHW)
68
69// NHWC Depthwise Convolution
70ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, true, armnn::DataLayout::NHWC)
71ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dUint8Nhwc, DepthwiseConvolution2dUint8Test, true, armnn::DataLayout::NHWC)
72
73ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dNhwc, DepthwiseConvolution2dTest, false, armnn::DataLayout::NHWC)
74ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dUint8Nhwc,
75 DepthwiseConvolution2dUint8Test,
76 false,
77 armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]78
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]79
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]80ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
81 DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW)
82ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
83 DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW)
84
85ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
86 DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW)
87ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
88 DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW)
89
90ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
91 DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC)
92ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
93 DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC)
94
95ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
96 DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC)
97ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
98 DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]99
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]100ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
101 DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW)
102ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
103 DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW)
104ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
105 DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC)
106ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
107 DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100[diff] [blame]108
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]109
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]110// Pooling
111ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2, SimpleMaxPooling2dSize2x2Stride2x2Test, false)
112ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize2x2Stride2x2Uint8, SimpleMaxPooling2dSize2x2Stride2x2Uint8Test, false)
113
114ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, false)
115ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, false)
116
117ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
118ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
119ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
120ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
121
122ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
123ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
124ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
125ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
126 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
127ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
128ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
129
130ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
131ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
132ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
133ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
134
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]135ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW)
136ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC)
137ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW)
138ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC)
139
140ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW)
141ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NHWC)
142ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW)
143ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC)
144
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]145ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
146 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
147ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
148 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]149
150ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
151ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
152
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]153ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW)
154ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC)
155ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW)
156ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwcUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]157
158ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
159ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
160
161ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2d, AsymmetricNonSquarePooling2dTest)
162ARMNN_AUTO_TEST_CASE(AsymmNonSquarePooling2dUint8, AsymmetricNonSquarePooling2dUint8Test)
163
164// Activation
165ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
166ARMNN_AUTO_TEST_CASE(ConstantLinearActivationUint8, ConstantLinearActivationUint8Test)
167
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100[diff] [blame]168// Normalization
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]169ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
170ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
Matteo Martincigh8e6f92d2018-10-18 08:45:39 +0100[diff] [blame]171ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]172
173ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
174ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
175ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
176ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
177
178ARMNN_AUTO_TEST_CASE(SimpleSigmoid, SimpleSigmoidTest)
179ARMNN_AUTO_TEST_CASE(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
180
181ARMNN_AUTO_TEST_CASE(ReLu1, BoundedReLuUpperAndLowerBoundTest)
182ARMNN_AUTO_TEST_CASE(ReLu6, BoundedReLuUpperBoundOnlyTest)
183ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
184ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
185
186// Fully Conected
187ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
188ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedUint8Test, false)
189ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
190ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedUint8Test, true)
191ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
192
193ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
194ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
195
196// Splitter
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]197ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest)
198ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]199
200ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest)
201ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
202
203// Merger
204ARMNN_AUTO_TEST_CASE(SimpleMerger, MergerTest)
205ARMNN_AUTO_TEST_CASE(MergerUint8, MergerUint8Test)
206
207// Add
208ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
209ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
210ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
211
212ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
213ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
214ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
215
David Beckf195f032018-09-06 16:46:34 +0100[diff] [blame]216// Sub
217ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
218ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
219ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
220
David Beck4a8692c2018-09-07 16:19:24 +0100[diff] [blame]221ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
David Beckf195f032018-09-06 16:46:34 +0100[diff] [blame]222ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
223ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
224
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]225// Div
226ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
Francis Murtagh8c5e3dc2018-08-30 17:18:37 +0100[diff] [blame]227ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]228ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
229ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100[diff] [blame]230// NOTE: division by zero for quantized div needs more attention
231// see IVGCVSW-1849
232ARMNN_AUTO_TEST_CASE(DivisionUint8, DivisionUint8Test)
233ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1Element, DivisionBroadcast1ElementUint8Test)
234ARMNN_AUTO_TEST_CASE(DivisionUint8Broadcast1DVector, DivisionBroadcast1DVectorUint8Test)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]235
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]236// Mul
237ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]238ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
239ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]240ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]241ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
242ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]243
244// Batch Norm
245ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100[diff] [blame]246ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]247ARMNN_AUTO_TEST_CASE(BatchNormUint8, BatchNormUint8Test)
Matteo Martincigh8eb675e2018-10-17 14:43:29 +0100[diff] [blame]248ARMNN_AUTO_TEST_CASE(BatchNormUint8Nhwc, BatchNormUint8NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]249
James Conroy59540822018-10-11 12:39:05 +0100[diff] [blame]250// Resize Bilinear - NCHW
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]251ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]252ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8, SimpleResizeBilinearUint8Test)
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]253ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]254ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8, ResizeBilinearNopUint8Test)
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]255ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]256ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8, ResizeBilinearSqMinUint8Test)
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]257ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]258ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8, ResizeBilinearMinUint8Test)
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]259ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]260ARMNN_AUTO_TEST_CASE(ResizeBilinearMagUint8, ResizeBilinearMagUint8Test)
261
James Conroy59540822018-10-11 12:39:05 +0100[diff] [blame]262// Resize Bilinear - NHWC
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]263ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, ResizeBilinearNopTest, armnn::DataLayout::NHWC)
264ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, SimpleResizeBilinearTest, armnn::DataLayout::NHWC)
265ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, ResizeBilinearSqMinTest, armnn::DataLayout::NHWC)
266ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, ResizeBilinearMinTest, armnn::DataLayout::NHWC)
267ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, ResizeBilinearMagTest, armnn::DataLayout::NHWC)
James Conroy59540822018-10-11 12:39:05 +0100[diff] [blame]268
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]269// Fake Quantization
270ARMNN_AUTO_TEST_CASE(FakeQuantization, FakeQuantizationTest)
271
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]272// L2 Normalization
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]273ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest)
274ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest)
275ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest)
276ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest)
277
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]278// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100[diff] [blame]279ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
280ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
281ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
282
283ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
284ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
285ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]286
Matteo Martincighb63973e2018-10-16 16:23:33 +0100[diff] [blame]287ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dNhwcTest)
288ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dNhwcTest)
289ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dNhwcTest)
290ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dNhwcTest)
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]291
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]292// Constant
293ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
294ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8Test)
295
296// Concat
297ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest)
298ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test)
299
300ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test)
301ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test)
302ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test)
303ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test)
304
305ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest)
306ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test)
307ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest)
308ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test)
309
310ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test)
311ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test)
312ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test)
313ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test)
314ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test)
315ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test)
316
317ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest)
318ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test)
319ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest)
320ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test)
321ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest)
322ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test)
323
324// Floor
325ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest)
326
327// Reshape
328ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeFloat32Test)
329ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeUint8Test)
330
331// Permute
332ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteFloat32Test)
333ARMNN_AUTO_TEST_CASE(SimplePermuteUint8, SimplePermuteUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]334ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1, PermuteFloat32ValueSet1Test)
335ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2, PermuteFloat32ValueSet2Test)
336ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3, PermuteFloat32ValueSet3Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]337
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]338// Convert from Float16 to Float32
339ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
340// Convert from Float32 to Float16
341ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
342
narpra011e4c31d2018-09-28 11:07:51 +0100[diff] [blame]343// Mean
344ARMNN_AUTO_TEST_CASE(MeanUint8Simple, MeanUint8SimpleTest)
345ARMNN_AUTO_TEST_CASE(MeanUint8SimpleAxis, MeanUint8SimpleAxisTest)
346ARMNN_AUTO_TEST_CASE(MeanUint8KeepDims, MeanUint8KeepDimsTest)
347ARMNN_AUTO_TEST_CASE(MeanUint8MultipleDims, MeanUint8MultipleDimsTest)
348ARMNN_AUTO_TEST_CASE(MeanVtsUint8, MeanVtsUint8Test)
349
350ARMNN_AUTO_TEST_CASE(MeanFloatSimple, MeanFloatSimpleTest)
351ARMNN_AUTO_TEST_CASE(MeanFloatSimpleAxis, MeanFloatSimpleAxisTest)
352ARMNN_AUTO_TEST_CASE(MeanFloatKeepDims, MeanFloatKeepDimsTest)
353ARMNN_AUTO_TEST_CASE(MeanFloatMultipleDims, MeanFloatMultipleDimsTest)
354ARMNN_AUTO_TEST_CASE(MeanVtsFloat1, MeanVtsFloat1Test)
355ARMNN_AUTO_TEST_CASE(MeanVtsFloat2, MeanVtsFloat2Test)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]356ARMNN_AUTO_TEST_CASE(MeanVtsFloat3, MeanVtsFloat3Test)
narpra011e4c31d2018-09-28 11:07:51 +0100[diff] [blame]357
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100[diff] [blame]358ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
359
Nattapat Chaimanowong3ea76d52018-11-09 14:10:38 +0000[diff] [blame]360// Space To Batch Nd
361ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
362ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
363ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
364ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
365
366ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
367ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
368ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
369ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
370
371ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test)
372ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test)
373ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test)
374ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test)
375
376ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test)
377ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test)
378ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test)
379ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test)
380
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +0000[diff] [blame]381ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcFloat32Test1)
382ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcFloat32Test2)
383ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcFloat32Test3)
384
385ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwFloat32Test1)
386
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]387BOOST_AUTO_TEST_SUITE_END()