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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//
arovir0143095f32018-10-09 18:04:24 +01005
6#include "ClContextControlFixture.hpp"
Aron Virginas-Tar56055192018-11-12 18:10:43 +00007#include "ClWorkloadFactoryHelper.hpp"
arovir0143095f32018-10-09 18:04:24 +01008
telsoa014fcda012018-03-09 14:13:49 +00009#include "test/TensorHelpers.hpp"
arovir0143095f32018-10-09 18:04:24 +010010#include "test/UnitTests.hpp"
telsoa014fcda012018-03-09 14:13:49 +000011
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000012#include <cl/ClLayerSupport.hpp>
13#include <cl/ClWorkloadFactory.hpp>
14#include <cl/workloads/ClWorkloadUtils.hpp>
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +010015
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000016#include <backendsCommon/test/ActivationFixture.hpp>
17#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000018
19#include <arm_compute/core/CL/CLKernelLibrary.h>
20#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa014fcda012018-03-09 14:13:49 +000021
arovir0143095f32018-10-09 18:04:24 +010022#include <boost/test/unit_test.hpp>
23
24#include <iostream>
25#include <string>
telsoa014fcda012018-03-09 14:13:49 +000026
telsoa01c577f2c2018-08-31 09:22:23 +010027BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010028
29using namespace armnn;
30
31using FactoryType = ClWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +000032
33// ============================================================================
34// UNIT tests
35
36// Activation
37ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
38
telsoa014fcda012018-03-09 14:13:49 +000039ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
40ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
41
Finn Williamsb5b9bdf2019-02-18 10:07:34 +000042ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest)
43ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test)
44
Sadik Armagan6095ba52019-09-13 17:07:19 +010045// Sqrt Activation
46ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
47ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
48
Mike Kelly831faed2018-11-28 11:52:08 +000049// Batch To Space
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010050ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
51ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
52ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
Mike Kelly831faed2018-11-28 11:52:08 +000053
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010054ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
55ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
56ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
Mike Kelly831faed2018-11-28 11:52:08 +000057
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010058ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
59ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
60ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
Mike Kelly831faed2018-11-28 11:52:08 +000061
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010062ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
63ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
64ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
Mike Kelly831faed2018-11-28 11:52:08 +000065
telsoa014fcda012018-03-09 14:13:49 +000066// Fully Connected
67ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
68ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
69ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010070ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
71ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
telsoa014fcda012018-03-09 14:13:49 +000072
73ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
74ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
75
76// Convolution
77ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
78
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010079ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
80ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
81ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
82ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
83ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
84ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
Mike Kelly7332ed82018-12-20 17:03:06 +000085ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010086 SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly010a088a62018-10-25 17:05:05 +010087
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010088ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
89ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +010090
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010091ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
narpra01f97debb2018-11-09 09:27:31 +000092ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
93 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010094 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +000095
Francis Murtaghd59116e2018-10-04 16:03:07 +010096ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
97
Jan Eilers4b961d32019-07-11 09:19:35 +010098ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010099 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100100 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100101 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100102ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100103 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100104 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100105 DataLayout::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100106ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100107 Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100108 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100109 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100110ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100111 Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100112 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100113 DataLayout::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100114ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100115 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100116 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100117 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100118ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100119 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100120 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100121 DataLayout::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100122ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100123 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100124 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100125 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100126ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100127 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100128 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100129 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100130ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100131 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100132 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100133 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100134ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100135 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100136 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100137 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100138ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100139 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100140 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100141 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100142ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100143 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100144 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100145 DataLayout::NHWC)
146
telsoa014fcda012018-03-09 14:13:49 +0000147// Depthwise Convolution
jimfly01b9c89632018-10-26 16:50:13 +0100148ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100149 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100150ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100151 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100152ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100153 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100154ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100155 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100156
157// NHWC Depthwise Convolution
158ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100159 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100160ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100161 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100162ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100163 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100164ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100165 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
Bruno Goncalves22972f02019-04-26 21:03:24 -0300166ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
167 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01b9c89632018-10-26 16:50:13 +0100168
169
Nikhil Rajcec6b652018-10-12 13:51:57 +0100170ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa014fcda012018-03-09 14:13:49 +0000171
jimfly01382a91d2018-10-26 15:55:50 +0100172ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100173 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100174ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100175 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100176ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100177 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100178ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100179 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100180
Matthew Jackson99107922019-07-25 12:58:56 +0100181ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
182
telsoa01c577f2c2018-08-31 09:22:23 +0100183// Splitter
Matthew Jackson9bff1442019-09-12 09:08:23 +0100184ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100185ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000186
Matthew Jackson9bff1442019-09-12 09:08:23 +0100187ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
telsoa014fcda012018-03-09 14:13:49 +0000188ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
189
Jim Flynn4ed6c832019-05-20 11:02:46 +0100190// Concat
191ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
192ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100193ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100194 ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, false)
telsoa014fcda012018-03-09 14:13:49 +0000195
narpra0155a97bc2018-10-02 14:35:53 +0100196// Normalization
197ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
198ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
199ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
200
telsoa014fcda012018-03-09 14:13:49 +0000201// Pooling
202ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
203ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
204
205ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
206ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
207ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
208ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
209
210ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
211ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
212ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
213ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
surmeh01bceff2f2018-03-29 16:29:27 +0100214 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000215ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
216ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
217
218ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
219ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
220ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
221ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
222
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100223ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
224ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
225ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
226ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000227
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100228ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
229ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
230ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
231ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000232
surmeh01bceff2f2018-03-29 16:29:27 +0100233ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
234 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
235 false)
236ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
237 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
238 true)
telsoa014fcda012018-03-09 14:13:49 +0000239ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
240ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
241
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100242ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
243ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
244ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
James Conroy45a9b772018-10-31 11:47:53 +0000245
telsoa014fcda012018-03-09 14:13:49 +0000246ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
247ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
248ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
249ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
250ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
251ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
252ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
253ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
254ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
255ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
256
257// Add
258ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100259ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000260ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck4a8692c2018-09-07 16:19:24 +0100261ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
262
263ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
264ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
265ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
266
267// Sub
268ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
Mohamed Nour Abouelseoud3d93bc42018-11-21 10:35:17 +0000269ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
270ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
271
272ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
273ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
274ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck4a8692c2018-09-07 16:19:24 +0100275
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100276// Div
277ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beckbc392452018-09-10 14:47:28 +0100278ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100279ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
280ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100281// NOTE: quantized division is not supported by CL and not required by the
282// android NN api
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100283
telsoa014fcda012018-03-09 14:13:49 +0000284// Mul
285ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100286ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
287ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Benthame2ec3302018-10-01 11:32:48 +0100288ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
289ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
290ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100291ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000292
293// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100294ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
295ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000296
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100297// InstanceNormalization
298ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
299ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
300
301ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
302ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
303
304ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
305ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
306
307ARMNN_AUTO_TEST_CASE(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
308ARMNN_AUTO_TEST_CASE(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
309
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100310// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100311ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
312ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
313ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
314ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000315
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100316ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
317ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
318ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
319ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100320
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100321ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
322
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100323ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
324ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer05bf0542019-06-18 16:46:00 +0100325
telsoa014fcda012018-03-09 14:13:49 +0000326// Constant
327ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100328ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000329
330// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100331ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
332ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000333
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100334ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
335ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
336ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
337ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
narpra0163b08822018-11-20 11:29:12 +0000338
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100339ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
340ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
341ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
342ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000343
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100344ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
345ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
346ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
347ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
348ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false)
349ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
narpra0163b08822018-11-20 11:29:12 +0000350
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100351ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
352ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
353ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
354ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
355ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
356ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
narpra015cdda352018-11-19 15:30:27 +0000357
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100358ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
359ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
360ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false)
361ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
362ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
363ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra0163b08822018-11-20 11:29:12 +0000364
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100365ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
366ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
367ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
368ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
369ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
370ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000371
Aron Virginas-Tarb2801962019-09-30 11:24:53 +0100372// DepthToSpace
373ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
374ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
375ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
376ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
377
378ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
379ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
380ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
381ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
382
383ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NCHW);
384ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NCHW);
385ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NCHW);
386ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NCHW);
387
388ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NCHW);
389ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NCHW);
390ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NCHW);
391ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NCHW);
392
393ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
394ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
395ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
396ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
397
398ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
399ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
400ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
401ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
402
403ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QuantisedAsymm8>, DataLayout::NHWC);
404ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QuantisedAsymm8>, DataLayout::NHWC);
405ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QuantisedAsymm8>, DataLayout::NHWC);
406ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QuantisedAsymm8>, DataLayout::NHWC);
407
408ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QuantisedSymm16>, DataLayout::NHWC);
409ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QuantisedSymm16>, DataLayout::NHWC);
410ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QuantisedSymm16>, DataLayout::NHWC);
411ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QuantisedSymm16>, DataLayout::NHWC);
412
telsoa014fcda012018-03-09 14:13:49 +0000413// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100414ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000415
416// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100417ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
418ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100419ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000420
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100421// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100422ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
FinnWilliamsArmab801622019-07-09 14:46:28 +0100423ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100424ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
425ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100426
FinnWilliamsArmab801622019-07-09 14:46:28 +0100427ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
428ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
429ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
430ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
431
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100432ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
433ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
434ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
435ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
FinnWilliamsArmab801622019-07-09 14:46:28 +0100436
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100437// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100438ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
439ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100440
telsoa014fcda012018-03-09 14:13:49 +0000441// Permute
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100442ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
443ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
444ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
445ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
446ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
447ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
448ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
449ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
telsoa014fcda012018-03-09 14:13:49 +0000450
telsoa01c577f2c2018-08-31 09:22:23 +0100451// Lstm
452ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100453 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100454ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
455 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
456ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100457 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100458
Jan Eilersa2ec9092019-07-08 15:56:59 +0100459ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
460 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
461
Ferran Balaguer737d9ff2019-08-01 09:58:08 +0100462ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest)
463
telsoa01c577f2c2018-08-31 09:22:23 +0100464// Convert from Float16 to Float32
465ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
466// Convert from Float32 to Float16
467ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
468
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100469ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
470
keidav01a959ee52018-12-19 10:04:58 +0000471//Max
472ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest)
473ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
474ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
475ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
476ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
477ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
478
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100479// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100480ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
481ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
482ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
483ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
484ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
485ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
486ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100487
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100488ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
489ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
490ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
491ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
492ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
493ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
494ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100495
saoste019292aa32019-01-08 13:55:59 +0000496// Minimum
497ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1)
498ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2)
499ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
500
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000501// Greater
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100502ARMNN_AUTO_TEST_CASE(GreaterSimple, GreaterSimpleTest)
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000503ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100504ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
505
506ARMNN_AUTO_TEST_CASE(GreaterSimpleUint8, GreaterSimpleUint8Test)
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000507ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100508ARMNN_AUTO_TEST_CASE(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000509
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000510// Softmax
511ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
512ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
513ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
514ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
515
516ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
517ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
518
519ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
520ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
521
Sadik Armaganf4464322018-12-20 16:19:12 +0000522// Space To Batch Nd
523ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
524ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
525ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
526ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
527
528ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
529ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
530ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
531ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
532
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100533ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
534ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
535ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
536ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000537
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100538ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
539ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
540ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
541ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000542
James Conroyd2aa85e2019-07-01 17:12:40 +0100543// Space To Depth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100544ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
545ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
James Conroyd2aa85e2019-07-01 17:12:40 +0100546
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100547ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1)
548ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +0100549
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100550ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
551ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +0100552
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100553ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
554ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
James Conroyd2aa85e2019-07-01 17:12:40 +0100555
Matthew Jacksond5166102019-07-31 14:06:28 +0100556// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +0100557ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
558ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
559ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
560ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
561ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
562ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
563ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jacksond5166102019-07-31 14:06:28 +0100564
Aron Virginas-Tar94c4fef2019-11-25 15:37:08 +0000565// Slice
566ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
567ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
568ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
569ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
570ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
571ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
572ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
573ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
574ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
575ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
576ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
577ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
578
keidav01d74dc912018-12-10 18:16:07 +0000579// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100580ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
581ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
keidav01d74dc912018-12-10 18:16:07 +0000582ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
583ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
584ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Francis Murtaghec33a912019-11-05 14:26:23 +0000585ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
586ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
587 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
588ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
589ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
590ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
591ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
592ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Float32,
593 StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
594ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Float32,
595 StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
596ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Float32,
597 StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
598ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Float32,
599 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100600ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
601ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
602ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
603ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
keidav01d74dc912018-12-10 18:16:07 +0000604
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100605ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
606ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
keidav01d74dc912018-12-10 18:16:07 +0000607ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
608ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
609ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Francis Murtaghec33a912019-11-05 14:26:23 +0000610ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8,
611 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
612ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
613ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
614ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
615ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
616ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1Uint8,
617 StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
618ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And2Uint8,
619 StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
620ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And3Uint8,
621 StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
622ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8,
623 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100624ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
625ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
626ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
627ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
keidav01d74dc912018-12-10 18:16:07 +0000628
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100629// Resize Bilinear - NCHW
630ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100631 SimpleResizeBilinearTest<DataType::Float32>,
632 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100633ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100634 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
635 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100636ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100637 ResizeBilinearNopTest<DataType::Float32>,
638 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100639ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100640 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
641 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100642ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100643 ResizeBilinearSqMinTest<DataType::Float32>,
644 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100645ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100646 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
647 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100648ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100649 ResizeBilinearMinTest<DataType::Float32>,
650 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100651ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100652 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
653 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100654
655// Resize Bilinear - NHWC
656ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100657 ResizeBilinearNopTest<DataType::Float32>,
658 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100659ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100660 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
661 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100662ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100663 SimpleResizeBilinearTest<DataType::Float32>,
664 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100665ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100666 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
667 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100668ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100669 ResizeBilinearSqMinTest<DataType::Float32>,
670 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100671ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100672 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
673 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100674ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100675 ResizeBilinearMinTest<DataType::Float32>,
676 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100677ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100678 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
679 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100680
681// Resize NearestNeighbor - NCHW
682ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100683 SimpleResizeNearestNeighborTest<DataType::Float32>,
684 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100685ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100686 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
687 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100688ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100689 ResizeNearestNeighborNopTest<DataType::Float32>,
690 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100691ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100692 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
693 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100694ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100695 ResizeNearestNeighborSqMinTest<DataType::Float32>,
696 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100697ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100698 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
699 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100700ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100701 ResizeNearestNeighborMinTest<DataType::Float32>,
702 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100703ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100704 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
705 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100706ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100707 ResizeNearestNeighborMagTest<DataType::Float32>,
708 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100709ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100710 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
711 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100712
713// Resize NearestNeighbor - NHWC
714ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100715 ResizeNearestNeighborNopTest<DataType::Float32>,
716 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100717ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100718 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
719 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100720ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100721 SimpleResizeNearestNeighborTest<DataType::Float32>,
722 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100723ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100724 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
725 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100726ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100727 ResizeNearestNeighborSqMinTest<DataType::Float32>,
728 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100729ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100730 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
731 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100732ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100733 ResizeNearestNeighborMinTest<DataType::Float32>,
734 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100735ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100736 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
737 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100738ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100739 ResizeNearestNeighborMagTest<DataType::Float32>,
740 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100741ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100742 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
743 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100744
Aron Virginas-Tar1a763dd2019-09-10 12:32:08 +0100745// Rsqrt
746ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
747ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
748ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
749ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
750
Sadik Armagan20ec2492019-05-31 09:09:44 +0100751// Quantize
752ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
753ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
754
Jim Flynn983daec2019-05-29 16:20:16 +0100755// Dequantize
Jim Flynn983daec2019-05-29 16:20:16 +0100756ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
757ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Jan Eilersf7107932019-11-01 11:09:36 +0000758ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
759ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test)
760ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test)
Jim Flynn983daec2019-05-29 16:20:16 +0100761
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100762// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100763ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
764 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
765 true,
766 DataLayout::NCHW)
767ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
768 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
769 true,
770 DataLayout::NHWC)
771ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
772 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
773 true,
774 DataLayout::NCHW)
775ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
776 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
777 true,
778 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100779
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100780ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
781 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
782 false,
783 DataLayout::NCHW)
784ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
785 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
786 true,
787 DataLayout::NHWC)
788ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
789 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
790 true,
791 DataLayout::NCHW)
792ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
793 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
794 true,
795 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100796
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100797ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
798 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
799 true,
800 DataLayout::NCHW)
801ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
802 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
803 true,
804 DataLayout::NHWC)
805ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
806 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
807 true,
808 DataLayout::NCHW)
809ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
810 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
811 true,
812 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100813
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100814ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
815 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
816 false,
817 DataLayout::NCHW)
818ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
819 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
820 true,
821 DataLayout::NHWC)
822ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
823 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
824 true,
825 DataLayout::NCHW)
826ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
827 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
828 true,
829 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100830
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100831ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
832 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
833 true,
834 DataLayout::NCHW)
835ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
836 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
837 true,
838 DataLayout::NHWC)
839ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
840 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
841 true,
842 DataLayout::NCHW)
843ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
844 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
845 true,
846 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100847
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100848ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
849 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
850 false,
851 DataLayout::NCHW)
852ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
853 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
854 true,
855 DataLayout::NHWC)
856ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
857 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
858 true,
859 DataLayout::NCHW)
860ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
861 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
862 true,
863 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100864
Aron Virginas-Taraec942c2019-08-14 14:37:42 +0100865ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
866 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
867 DataLayout::NCHW)
868ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
869 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
870 DataLayout::NHWC)
871ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
872 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
873 DataLayout::NCHW)
874ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
875 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
876 DataLayout::NHWC)
877
Aron Virginas-Tar82046942019-09-09 15:18:29 +0100878// Abs
879ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
880ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
881
882ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
883
Kevin Mayb6482f32019-09-11 12:31:38 +0100884ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
885ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
886
887ARMNN_AUTO_TEST_CASE(AbsZeroFloat16, AbsZeroTest<DataType::Float16>)
888
James Conroy2dc05722019-09-19 17:00:31 +0100889// ArgMinMax
890ARMNN_AUTO_TEST_CASE(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
891ARMNN_AUTO_TEST_CASE(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
892ARMNN_AUTO_TEST_CASE(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
893ARMNN_AUTO_TEST_CASE(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
894ARMNN_AUTO_TEST_CASE(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
895ARMNN_AUTO_TEST_CASE(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
896
Matteo Martincighdb16dd32019-08-27 16:41:11 +0100897#if defined(ARMNNREF_ENABLED)
Matteo Martincighe67edb22019-08-14 14:05:46 +0100898
899// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
900// if the reference backend is not built
901
telsoa014fcda012018-03-09 14:13:49 +0000902// ============================================================================
903// COMPARE tests
904
Matteo Martincighe67edb22019-08-14 14:05:46 +0100905ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
906ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
907ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
908
telsoa014fcda012018-03-09 14:13:49 +0000909ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
910
jimfly017af00da2018-10-31 14:43:53 +0000911ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000912 CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100913 DataLayout::NCHW)
jimfly017af00da2018-10-31 14:43:53 +0000914ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000915 CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100916 DataLayout::NCHW)
jimfly017af00da2018-10-31 14:43:53 +0000917
918ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000919 CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100920 DataLayout::NHWC)
jimfly017af00da2018-10-31 14:43:53 +0000921ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000922 CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100923 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000924
925ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100926 NormalizationAlgorithmChannel::Within,
927 NormalizationAlgorithmMethod::LocalBrightness)
telsoa014fcda012018-03-09 14:13:49 +0000928ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100929 NormalizationAlgorithmChannel::Across,
930 NormalizationAlgorithmMethod::LocalBrightness)
telsoa014fcda012018-03-09 14:13:49 +0000931
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100932ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max)
telsoa014fcda012018-03-09 14:13:49 +0000933
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100934ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Average)
telsoa014fcda012018-03-09 14:13:49 +0000935ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100936 PoolingAlgorithm::Average)
telsoa014fcda012018-03-09 14:13:49 +0000937
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100938ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2)
telsoa014fcda012018-03-09 14:13:49 +0000939
940ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
941
942ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
943
944ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
945
946ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
947ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
948
949// ============================================================================
950// FIXTURE tests
951
952ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100953 CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000954
955ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100956 CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000957
958ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100959 CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000960
961ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100962 CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000963
964ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100965 CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000966ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100967 CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa014fcda012018-03-09 14:13:49 +0000968
969ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100970 CompareActivationTest, ActivationFunction::SoftReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000971
972ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100973 CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000974
975ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100976 CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000977
978ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100979 CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000980
981ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100982 CompareActivationTest, ActivationFunction::Square, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000983
Matteo Martincighe67edb22019-08-14 14:05:46 +0100984#endif
985
telsoa014fcda012018-03-09 14:13:49 +0000986BOOST_AUTO_TEST_SUITE_END()