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review.mlplatform.org / ml / armnn / 6095ba5f097345510bcae7804bcf4ae123b4f98f / . / src / backends / cl / test / ClLayerTests.cpp
blob: 6a26a3d144e10949516b7f82b61bfffd97aa7b4c [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 <cl/ClLayerSupport.hpp>
13#include <cl/ClWorkloadFactory.hpp>
14#include <cl/workloads/ClWorkloadUtils.hpp>
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]15
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +0000[diff] [blame]16#include <backendsCommon/test/ActivationFixture.hpp>
17#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]18
19#include <arm_compute/core/CL/CLKernelLibrary.h>
20#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]21
arovir0143095f32018-10-09 18:04:24 +0100[diff] [blame]22#include <boost/test/unit_test.hpp>
23
24#include <iostream>
25#include <string>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]26
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]27BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]28
29using namespace armnn;
30
31using FactoryType = ClWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]32
33// ============================================================================
34// UNIT tests
35
36// Activation
37ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
38
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]39ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
40ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
41
Finn Williamsb5b9bdf2019-02-18 10:07:34 +0000[diff] [blame]42ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest)
43ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test)
44
Sadik Armagan6095ba52019-09-13 17:07:19 +0100[diff] [blame^]45// Sqrt Activation
46ARMNN_AUTO_TEST_CASE(Sqrt, SqrtTest)
47ARMNN_AUTO_TEST_CASE(SqrtNN, SqrtNNTest)
48
Mike Kelly831faed2018-11-28 11:52:08 +0000[diff] [blame]49// Batch To Space
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]50ARMNN_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 +0000[diff] [blame]53
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]54ARMNN_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 +0000[diff] [blame]57
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]58ARMNN_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 +0000[diff] [blame]61
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]62ARMNN_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 +0000[diff] [blame]65
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]66// 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 +0100[diff] [blame]70ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
71ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]72
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 +0100[diff] [blame]79ARMNN_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 +0000[diff] [blame]85ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]86 SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly010a088a62018-10-25 17:05:05 +0100[diff] [blame]87
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]88ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
89ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]90
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]91ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
narpra01f97debb2018-11-09 09:27:31 +0000[diff] [blame]92ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
93 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]94 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]95
Francis Murtaghd59116e2018-10-04 16:03:07 +0100[diff] [blame]96ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
97
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]98ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]99 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]100 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]101 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]102ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]103 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]104 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]105 DataLayout::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]106ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]107 Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]108 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]109 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]110ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]111 Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]112 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]113 DataLayout::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]114ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]115 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]116 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]117 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]118ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]119 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]120 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]121 DataLayout::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]122ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]123 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]124 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]125 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]126ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]127 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]128 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]129 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100[diff] [blame]130ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]131 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]132 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]133 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100[diff] [blame]134ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]135 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]136 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]137 DataLayout::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100[diff] [blame]138ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]139 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]140 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]141 DataLayout::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100[diff] [blame]142ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]143 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]144 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]145 DataLayout::NHWC)
146
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]147// Depthwise Convolution
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]148ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]149 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]150ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]151 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]152ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]153 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]154ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]155 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]156
157// NHWC Depthwise Convolution
158ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]159 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]160ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]161 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]162ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]163 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]164ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]165 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
Bruno Goncalves22972f02019-04-26 21:03:24 -0300[diff] [blame]166ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
167 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]168
169
Nikhil Rajcec6b652018-10-12 13:51:57 +0100[diff] [blame]170ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]171
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]172ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]173 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]174ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]175 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]176ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]177 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]178ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]179 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100[diff] [blame]180
Matthew Jackson99107922019-07-25 12:58:56 +0100[diff] [blame]181ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
182
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]183// Splitter
Matthew Jackson9bff1442019-09-12 09:08:23 +0100[diff] [blame]184ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat32, SplitterFloat32Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]185ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]186
Matthew Jackson9bff1442019-09-12 09:08:23 +0100[diff] [blame]187ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]188ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
189
Jim Flynn4ed6c832019-05-20 11:02:46 +0100[diff] [blame]190// Concat
191ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
192ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100[diff] [blame]193ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]194 ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]195
narpra0155a97bc2018-10-02 14:35:53 +0100[diff] [blame]196// 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 +0000[diff] [blame]201// 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 +0100[diff] [blame]214 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]215ARMNN_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 +0100[diff] [blame]223ARMNN_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 +0000[diff] [blame]227
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]228ARMNN_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 +0000[diff] [blame]232
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]233ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
234 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
235 false)
236ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
237 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
238 true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]239ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
240ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
241
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]242ARMNN_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 +0000[diff] [blame]245
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]246ARMNN_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 +0100[diff] [blame]259ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]260ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck4a8692c2018-09-07 16:19:24 +0100[diff] [blame]261ARMNN_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 +0000[diff] [blame]269ARMNN_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 +0100[diff] [blame]275
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]276// Div
277ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beckbc392452018-09-10 14:47:28 +0100[diff] [blame]278ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]279ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
280ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100[diff] [blame]281// NOTE: quantized division is not supported by CL and not required by the
282// android NN api
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]283
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]284// Mul
285ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]286ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
287ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Benthame2ec3302018-10-01 11:32:48 +0100[diff] [blame]288ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
289ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
290ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100[diff] [blame]291ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]292
293// Batch Norm
Matthew Jackson9bff1442019-09-12 09:08:23 +0100[diff] [blame]294ARMNN_AUTO_TEST_CASE(BatchNormFloat32, BatchNormFloat32Test)
295ARMNN_AUTO_TEST_CASE(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]296
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]297// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]298ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
299ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
300ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
301ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]302
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]303ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
304ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
305ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
306ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]307
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100[diff] [blame]308ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
309
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]310ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
311ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer05bf0542019-06-18 16:46:00 +0100[diff] [blame]312
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]313// Constant
314ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100[diff] [blame]315ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]316
317// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]318ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
319ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]320
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]321ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
322ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
323ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
324ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]325
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]326ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
327ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
328ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
329ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]330
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]331ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
332ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
333ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
334ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
335ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false)
336ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]337
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]338ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
339ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
340ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
341ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
342ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
343ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
narpra015cdda352018-11-19 15:30:27 +0000[diff] [blame]344
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]345ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
346ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
347ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false)
348ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
349ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
350ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]351
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]352ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
353ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
354ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
355ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
356ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
357ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]358
359// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]360ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]361
362// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]363ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
364ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100[diff] [blame]365ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]366
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]367// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100[diff] [blame]368ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
FinnWilliamsArmab801622019-07-09 14:46:28 +0100[diff] [blame]369ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100[diff] [blame]370ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
371ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]372
FinnWilliamsArmab801622019-07-09 14:46:28 +0100[diff] [blame]373ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
374ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
375ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
376ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
377
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]378ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
379ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
380ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
381ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
FinnWilliamsArmab801622019-07-09 14:46:28 +0100[diff] [blame]382
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100[diff] [blame]383// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]384ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
385ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100[diff] [blame]386
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]387// Permute
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]388ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
389ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
390ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
391ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
392ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
393ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
394ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
395ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]396
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]397// Lstm
398ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100[diff] [blame]399 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]400ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
401 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
402ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100[diff] [blame]403 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]404
Jan Eilersa2ec9092019-07-08 15:56:59 +0100[diff] [blame]405ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
406 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
407
Ferran Balaguer737d9ff2019-08-01 09:58:08 +0100[diff] [blame]408ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest)
409
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]410// Convert from Float16 to Float32
411ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
412// Convert from Float32 to Float16
413ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
414
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100[diff] [blame]415ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
416
keidav01a959ee52018-12-19 10:04:58 +0000[diff] [blame]417//Max
418ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest)
419ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
420ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
421ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
422ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
423ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
424
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]425// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]426ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
427ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
428ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
429ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
430ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
431ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
432ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]433
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]434ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
435ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
436ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
437ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
438ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
439ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
440ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]441
saoste019292aa32019-01-08 13:55:59 +0000[diff] [blame]442// Minimum
443ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1)
444ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2)
445ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
446
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000[diff] [blame]447// Greater
448ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
449ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
450ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
451ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
452ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
453ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
454
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000[diff] [blame]455// Softmax
456ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
457ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
458ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
459ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
460
461ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
462ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
463
464ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
465ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
466
Sadik Armaganf4464322018-12-20 16:19:12 +0000[diff] [blame]467// Space To Batch Nd
468ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
469ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
470ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
471ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
472
473ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
474ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
475ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
476ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
477
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]478ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
479ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
480ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
481ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000[diff] [blame]482
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]483ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
484ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
485ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
486ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000[diff] [blame]487
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]488// Space To Depth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]489ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
490ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]491
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]492ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1)
493ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]494
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]495ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
496ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]497
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]498ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
499ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]500
Matthew Jacksond5166102019-07-31 14:06:28 +0100[diff] [blame]501// Stack
Matthew Jacksone69c3992019-09-09 14:31:21 +0100[diff] [blame]502ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
503ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
504ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
505ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
506ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
507ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
508ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jacksond5166102019-07-31 14:06:28 +0100[diff] [blame]509
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]510// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]511ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
512ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]513ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
514ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
515ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]516ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
517ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
518ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
519ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]520
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]521ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
522ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]523ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
524ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
525ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame]526ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
527ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
528ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
529ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]530
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]531// Resize Bilinear - NCHW
532ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]533 SimpleResizeBilinearTest<DataType::Float32>,
534 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]535ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]536 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
537 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]538ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]539 ResizeBilinearNopTest<DataType::Float32>,
540 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]541ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]542 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
543 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]544ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]545 ResizeBilinearSqMinTest<DataType::Float32>,
546 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]547ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]548 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
549 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]550ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]551 ResizeBilinearMinTest<DataType::Float32>,
552 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]553ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]554 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
555 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]556
557// Resize Bilinear - NHWC
558ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]559 ResizeBilinearNopTest<DataType::Float32>,
560 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]561ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]562 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
563 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]564ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]565 SimpleResizeBilinearTest<DataType::Float32>,
566 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]567ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]568 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
569 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]570ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]571 ResizeBilinearSqMinTest<DataType::Float32>,
572 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]573ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]574 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
575 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]576ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]577 ResizeBilinearMinTest<DataType::Float32>,
578 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]579ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]580 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
581 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]582
583// Resize NearestNeighbor - NCHW
584ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]585 SimpleResizeNearestNeighborTest<DataType::Float32>,
586 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]587ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]588 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
589 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]590ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]591 ResizeNearestNeighborNopTest<DataType::Float32>,
592 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]593ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]594 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
595 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]596ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]597 ResizeNearestNeighborSqMinTest<DataType::Float32>,
598 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]599ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]600 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
601 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]602ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]603 ResizeNearestNeighborMinTest<DataType::Float32>,
604 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]605ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]606 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
607 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]608ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]609 ResizeNearestNeighborMagTest<DataType::Float32>,
610 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]611ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]612 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
613 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]614
615// Resize NearestNeighbor - NHWC
616ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]617 ResizeNearestNeighborNopTest<DataType::Float32>,
618 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]619ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]620 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
621 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]622ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]623 SimpleResizeNearestNeighborTest<DataType::Float32>,
624 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]625ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]626 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
627 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]628ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]629 ResizeNearestNeighborSqMinTest<DataType::Float32>,
630 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]631ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]632 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
633 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]634ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]635 ResizeNearestNeighborMinTest<DataType::Float32>,
636 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]637ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]638 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
639 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]640ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]641 ResizeNearestNeighborMagTest<DataType::Float32>,
642 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]643ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]644 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
645 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]646
Aron Virginas-Tar1a763dd2019-09-10 12:32:08 +0100[diff] [blame]647// Rsqrt
648ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
649ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
650ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
651ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
652
Sadik Armagan20ec2492019-05-31 09:09:44 +0100[diff] [blame]653// Quantize
654ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
655ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
656
Jim Flynn983daec2019-05-29 16:20:16 +0100[diff] [blame]657// Dequantize
658// NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732)
659// CLDequantizationLayerKernel accepts DataType::QASYMM8 input
660// and can output DataType::F16 or DataType::F32
661ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
662ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
663
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]664// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]665ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
666 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
667 true,
668 DataLayout::NCHW)
669ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
670 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
671 true,
672 DataLayout::NHWC)
673ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
674 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
675 true,
676 DataLayout::NCHW)
677ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
678 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
679 true,
680 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]681
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]682ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
683 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
684 false,
685 DataLayout::NCHW)
686ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
687 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
688 true,
689 DataLayout::NHWC)
690ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
691 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
692 true,
693 DataLayout::NCHW)
694ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
695 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
696 true,
697 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]698
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]699ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
700 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
701 true,
702 DataLayout::NCHW)
703ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
704 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
705 true,
706 DataLayout::NHWC)
707ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
708 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
709 true,
710 DataLayout::NCHW)
711ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
712 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
713 true,
714 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]715
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]716ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
717 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
718 false,
719 DataLayout::NCHW)
720ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
721 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
722 true,
723 DataLayout::NHWC)
724ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
725 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
726 true,
727 DataLayout::NCHW)
728ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
729 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
730 true,
731 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]732
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]733ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
734 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
735 true,
736 DataLayout::NCHW)
737ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
738 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
739 true,
740 DataLayout::NHWC)
741ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
742 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
743 true,
744 DataLayout::NCHW)
745ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
746 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
747 true,
748 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]749
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]750ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
751 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
752 false,
753 DataLayout::NCHW)
754ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
755 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
756 true,
757 DataLayout::NHWC)
758ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
759 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
760 true,
761 DataLayout::NCHW)
762ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
763 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
764 true,
765 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]766
Aron Virginas-Taraec942c2019-08-14 14:37:42 +0100[diff] [blame]767ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
768 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
769 DataLayout::NCHW)
770ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
771 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
772 DataLayout::NHWC)
773ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
774 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
775 DataLayout::NCHW)
776ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
777 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
778 DataLayout::NHWC)
779
Aron Virginas-Tar82046942019-09-09 15:18:29 +0100[diff] [blame]780// Abs
781ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
782ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
783
784ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
785
Kevin Mayb6482f32019-09-11 12:31:38 +0100[diff] [blame]786ARMNN_AUTO_TEST_CASE(Abs2dFloat16, Abs2dTest<DataType::Float16>)
787ARMNN_AUTO_TEST_CASE(Abs3dFloat16, Abs3dTest<DataType::Float16>)
788
789ARMNN_AUTO_TEST_CASE(AbsZeroFloat16, AbsZeroTest<DataType::Float16>)
790
Matteo Martincighdb16dd32019-08-27 16:41:11 +0100[diff] [blame]791#if defined(ARMNNREF_ENABLED)
Matteo Martincighe67edb22019-08-14 14:05:46 +0100[diff] [blame]792
793// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
794// if the reference backend is not built
795
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]796// ============================================================================
797// COMPARE tests
798
Matteo Martincighe67edb22019-08-14 14:05:46 +0100[diff] [blame]799ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
800ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
801ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
802
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]803ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
804
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]805ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000[diff] [blame]806 CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]807 DataLayout::NCHW)
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]808ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000[diff] [blame]809 CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]810 DataLayout::NCHW)
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]811
812ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000[diff] [blame]813 CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]814 DataLayout::NHWC)
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]815ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000[diff] [blame]816 CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]817 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]818
819ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]820 NormalizationAlgorithmChannel::Within,
821 NormalizationAlgorithmMethod::LocalBrightness)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]822ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]823 NormalizationAlgorithmChannel::Across,
824 NormalizationAlgorithmMethod::LocalBrightness)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]825
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]826ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]827
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]828ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Average)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]829ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]830 PoolingAlgorithm::Average)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]831
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]832ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]833
834ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
835
836ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
837
838ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
839
840ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
841ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
842
843// ============================================================================
844// FIXTURE tests
845
846ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]847 CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]848
849ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]850 CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]851
852ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]853 CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]854
855ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]856 CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]857
858ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]859 CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]860ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]861 CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]862
863ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]864 CompareActivationTest, ActivationFunction::SoftReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]865
866ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]867 CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]868
869ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]870 CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]871
872ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]873 CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]874
875ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]876 CompareActivationTest, ActivationFunction::Square, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]877
Matteo Martincighe67edb22019-08-14 14:05:46 +0100[diff] [blame]878#endif
879
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]880BOOST_AUTO_TEST_SUITE_END()