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review.mlplatform.org / ml / armnn / a959ee5f7753c073d62b0bf16ae86d18ce6fd8cc / . / src / backends / cl / test / ClLayerTests.cpp
blob: b89fba61fc82f5d2aef924a2d9e42f209e7127cf [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//
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]5
6#include "ClContextControlFixture.hpp"
Aron Virginas-Tar56055192018-11-12 18:10:43 +0000[diff] [blame]7#include "ClWorkloadFactoryHelper.hpp"
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]8
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]9#include "test/TensorHelpers.hpp"
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]10#include "test/UnitTests.hpp"
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]11
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +0000[diff] [blame]12#include <backendsCommon/CpuTensorHandle.hpp>
13#include <cl/ClLayerSupport.hpp>
14#include <cl/ClWorkloadFactory.hpp>
15#include <cl/workloads/ClWorkloadUtils.hpp>
16#include <reference/RefWorkloadFactory.hpp>
17#include <backendsCommon/test/ActivationFixture.hpp>
18#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]19
20#include <arm_compute/core/CL/CLKernelLibrary.h>
21#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]22
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]23#include <boost/test/unit_test.hpp>
24
25#include <iostream>
26#include <string>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]27
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]28BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]29using FactoryType = armnn::ClWorkloadFactory;
30
31// ============================================================================
32// UNIT tests
33
34// Activation
35ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
36
37ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
38ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
39ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
40ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
41
42ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
43ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
44
Mike Kelly831faed2018-11-28 11:52:08 +0000[diff] [blame]45// Batch To Space
46ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcFloat32Test1)
47ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcFloat32Test2)
48ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcFloat32Test3)
49
50ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwFloat32Test1)
51ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwFloat32Test2)
52ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwFloat32Test3)
53
54ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcUintTest1)
55ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcUintTest2)
56ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcUintTest3)
57
58ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwUintTest1)
59ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwUintTest2)
60ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwUintTest3)
61
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]62// Fully Connected
63ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
64ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
65ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
Matthew Benthamab8cdc12018-09-17 11:17:41 +0100[diff] [blame]66ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedUint8Test, false)
67ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedUint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]68
69ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
70ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
71
72// Convolution
73ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
74
jimfly010a088a62018-10-25 17:05:05 +0100[diff] [blame]75ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW)
76ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC)
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]77ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW)
78ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC)
jimfly010a088a62018-10-25 17:05:05 +0100[diff] [blame]79ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW)
80ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC)
81
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]82ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW)
83ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW)
84
85ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC)
narpra01f97debb2018-11-09 09:27:31 +0000[diff] [blame]86ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
87 Convolution2dAsymmetricPaddingTest,
88 armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]89
Francis Murtaghd59116e2018-10-04 16:03:07 +0100[diff] [blame]90ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
91
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]92// Depthwise Convolution
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]93ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
94 DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW)
95ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
96 DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW)
97ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
98 DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW)
99ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
100 DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW)
101
102// NHWC Depthwise Convolution
103ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
104 DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC)
105ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
106 DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC)
107ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
108 DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC)
109ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
110 DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC)
111
112
Nikhil Rajcec6b652018-10-12 13:51:57 +0100[diff] [blame]113ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]114
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]115ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
116 DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW)
117ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
118 DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW)
119ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
120 DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC)
121ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
122 DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100[diff] [blame]123
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]124// Splitter
125ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest)
126ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]127
128ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest)
129ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
130
131// Merger
132ARMNN_AUTO_TEST_CASE(SimpleMerger, MergerTest)
133ARMNN_AUTO_TEST_CASE(MergerUint8, MergerUint8Test)
134
narpra0155a97bc2018-10-02 14:35:53 +0100[diff] [blame]135// Normalization
136ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
137ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
138ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
139
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]140// Pooling
141ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
142ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
143
144ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
145ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
146ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
147ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
148
149ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
150ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
151ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
152ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]153 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]154ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
155ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
156
157ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
158ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
159ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
160ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
161
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]162ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW)
163ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC)
164ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW)
165ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC)
166
167ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW)
168ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NHWC)
169ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW)
170ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC)
171
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]172ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
173 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
174 false)
175ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
176 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
177 true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]178ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
179ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
180
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]181ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW)
182ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC)
183ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW)
184
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]185ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
186ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
187ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
188ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
189ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
190ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
191ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
192ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
193ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
194ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
195
196// Add
197ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
198ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck4a8692c2018-09-07 16:19:24 +0100[diff] [blame]199ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
200
201ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
202ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
203ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
204
205// Sub
206ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
Mohamed Nour Abouelseoud3d93bc42018-11-21 10:35:17 +0000[diff] [blame]207ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
208ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
209
210ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
211ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
212ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck4a8692c2018-09-07 16:19:24 +0100[diff] [blame]213
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]214// Div
215ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beckbc392452018-09-10 14:47:28 +0100[diff] [blame]216ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]217ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
218ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100[diff] [blame]219// NOTE: quantized division is not supported by CL and not required by the
220// android NN api
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]221
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]222// Mul
223ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]224ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
225ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Benthame2ec3302018-10-01 11:32:48 +0100[diff] [blame]226ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
227ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
228ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]229
230// Batch Norm
231ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest)
Nikhil Rajd1340932018-10-18 14:27:50 +0100[diff] [blame]232ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]233
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]234// L2 Normalization
jimfly013aab7c32018-11-12 13:32:08 +0000[diff] [blame]235ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, armnn::DataLayout::NCHW)
236ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, armnn::DataLayout::NCHW)
237ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, armnn::DataLayout::NCHW)
238ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]239
jimfly013aab7c32018-11-12 13:32:08 +0000[diff] [blame]240ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, armnn::DataLayout::NHWC)
241ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, armnn::DataLayout::NHWC)
242ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, armnn::DataLayout::NHWC)
243ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, armnn::DataLayout::NHWC)
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]244
James Conroy074f3712018-10-03 09:32:03 +0100[diff] [blame]245// Resize Bilinear - NCHW data layout
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]246ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest, armnn::DataLayout::NCHW)
247ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest, armnn::DataLayout::NCHW)
248ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest, armnn::DataLayout::NCHW)
249ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest, armnn::DataLayout::NCHW)
250ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest, armnn::DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]251
James Conroy074f3712018-10-03 09:32:03 +0100[diff] [blame]252// Resize Bilinear - NHWC data layout
James Conroy6b965822018-11-01 11:33:09 +0000[diff] [blame]253ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc, ResizeBilinearNopTest, armnn::DataLayout::NHWC)
254ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc, SimpleResizeBilinearTest, armnn::DataLayout::NHWC)
255ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc, ResizeBilinearSqMinTest, armnn::DataLayout::NHWC)
256ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc, ResizeBilinearMinTest, armnn::DataLayout::NHWC)
257ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc, ResizeBilinearMagTest, armnn::DataLayout::NHWC)
James Conroy074f3712018-10-03 09:32:03 +0100[diff] [blame]258
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]259// Constant
260ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
261ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantTestUint8)
262
263// Concat
264ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]265ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]266
267ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]268ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]269ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]270ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test)
271
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]272ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]273ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]274ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]275ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]276
277ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]278ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]279ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]280ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test)
narpra015cdda352018-11-19 15:30:27 +0000[diff] [blame]281ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, false)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]282ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, false)
283
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]284ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]285ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]286ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]287ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test)
narpra015cdda352018-11-19 15:30:27 +0000[diff] [blame]288ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, false)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]289ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, false)
narpra015cdda352018-11-19 15:30:27 +0000[diff] [blame]290
291ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test)
292ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test)
293ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, false)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]294ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test)
295ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test)
296ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, false)
297
narpra015cdda352018-11-19 15:30:27 +0000[diff] [blame]298ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test)
299ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test)
300ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, false)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]301ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test)
302ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test)
303ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]304
305// Floor
306ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest)
307
308// Reshape
309ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeFloat32Test)
310ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeUint8Test)
311
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]312// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100[diff] [blame]313ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
314ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
315ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]316
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]317// Permute
318ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteFloat32Test)
319ARMNN_AUTO_TEST_CASE(SimplePermuteUint8, SimplePermuteUint8Test)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]320ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1, PermuteFloat32ValueSet1Test)
321ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2, PermuteFloat32ValueSet2Test)
322ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3, PermuteFloat32ValueSet3Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]323
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]324// Lstm
325ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100[diff] [blame]326 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]327ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
328 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
329ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100[diff] [blame]330 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]331
332// Convert from Float16 to Float32
333ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
334// Convert from Float32 to Float16
335ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
336
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100[diff] [blame]337ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
338
keidav01a959ee52018-12-19 10:04:58 +0000[diff] [blame^]339//Max
340ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest)
341ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
342ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
343ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
344ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
345ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
346
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]347// Mean
348ARMNN_AUTO_TEST_CASE(MeanUint8Simple, MeanUint8SimpleTest)
349ARMNN_AUTO_TEST_CASE(MeanUint8SimpleAxis, MeanUint8SimpleAxisTest)
350ARMNN_AUTO_TEST_CASE(MeanUint8KeepDims, MeanUint8KeepDimsTest)
351ARMNN_AUTO_TEST_CASE(MeanUint8MultipleDims, MeanUint8MultipleDimsTest)
352ARMNN_AUTO_TEST_CASE(MeanVtsUint8, MeanVtsUint8Test)
353
354ARMNN_AUTO_TEST_CASE(MeanFloatSimple, MeanFloatSimpleTest)
355ARMNN_AUTO_TEST_CASE(MeanFloatSimpleAxis, MeanFloatSimpleAxisTest)
356ARMNN_AUTO_TEST_CASE(MeanFloatKeepDims, MeanFloatKeepDimsTest)
357ARMNN_AUTO_TEST_CASE(MeanFloatMultipleDims, MeanFloatMultipleDimsTest)
358ARMNN_AUTO_TEST_CASE(MeanVtsFloat1, MeanVtsFloat1Test)
359ARMNN_AUTO_TEST_CASE(MeanVtsFloat2, MeanVtsFloat2Test)
360ARMNN_AUTO_TEST_CASE(MeanVtsFloat3, MeanVtsFloat3Test)
361
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]362// Strided Slice
363ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test)
364ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test)
365ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
366ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
367ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
368ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test)
369ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test)
370ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test)
371ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test)
372
373ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test)
374ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test)
375ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
376ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
377ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
378ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test)
379ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test)
380ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test)
381ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test)
382
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]383// ============================================================================
384// COMPARE tests
385
386ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
387
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]388ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
389 CompareDepthwiseConvolution2dTest<float>,
390 armnn::DataLayout::NCHW)
391ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
392 CompareDepthwiseConvolution2dTest<uint8_t>,
393 armnn::DataLayout::NCHW)
394
395ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
396 CompareDepthwiseConvolution2dTest<float>,
397 armnn::DataLayout::NHWC)
398ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
399 CompareDepthwiseConvolution2dTest<uint8_t>,
400 armnn::DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]401
402ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
403 armnn::NormalizationAlgorithmChannel::Within,
404 armnn::NormalizationAlgorithmMethod::LocalBrightness)
405ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
406 armnn::NormalizationAlgorithmChannel::Across,
407 armnn::NormalizationAlgorithmMethod::LocalBrightness)
408
409ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
410ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
411ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
412
413ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Max)
414
415ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Average)
416ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
417 armnn::PoolingAlgorithm::Average)
418
419ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::L2)
420
421ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
422
423ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
424
425ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
426
427ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
428ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
429
430// ============================================================================
431// FIXTURE tests
432
433ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
434 CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u)
435
436ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
437 CompareActivationTest, armnn::ActivationFunction::TanH, 5u)
438
439ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
440 CompareActivationTest, armnn::ActivationFunction::Linear, 5u)
441
442ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
443 CompareActivationTest, armnn::ActivationFunction::ReLu, 5u)
444
445ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
446 CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u)
447ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
448 CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu)
449
450ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
451 CompareActivationTest, armnn::ActivationFunction::SoftReLu, 5u)
452
453ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
454 CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u)
455
456ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
457 CompareActivationTest, armnn::ActivationFunction::Abs, 5u)
458
459ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
460 CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u)
461
462ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
463 CompareActivationTest, armnn::ActivationFunction::Square, 5u)
464
465BOOST_AUTO_TEST_SUITE_END()