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review.mlplatform.org / ml / armnn / 00d306e4db5153a4f4d280de4d4cf3e03788fefb / . / src / backends / cl / test / ClLayerTests.cpp
blob: 3f7b282649ab8056c93ae43a0ead8c80023266c7 [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
Mike Kelly831faed2018-11-28 11:52:08 +0000[diff] [blame]45// Batch To Space
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]46ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
47ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
48ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
Mike Kelly831faed2018-11-28 11:52:08 +0000[diff] [blame]49
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]50ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
51ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
52ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<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(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
55ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
56ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
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(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
59ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
60ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
Mike Kelly831faed2018-11-28 11:52:08 +0000[diff] [blame]61
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]62// Fully Connected
63ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
64ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
65ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]66ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
67ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]68
69ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
70ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
71
72// Convolution
73ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
74
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]75ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
76ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
77ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
78ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
79ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
80ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
Mike Kelly7332ed82018-12-20 17:03:06 +0000[diff] [blame]81ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]82 SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly010a088a62018-10-25 17:05:05 +0100[diff] [blame]83
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]84ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
85ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +0100[diff] [blame]86
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]87ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
narpra01f97debb2018-11-09 09:27:31 +0000[diff] [blame]88ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
89 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]90 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]91
Francis Murtaghd59116e2018-10-04 16:03:07 +0100[diff] [blame]92ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
93
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]94ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]95 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]96 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]97 DataLayout::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]98ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
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::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]102ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]103 Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
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::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]106ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
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::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]110ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]111 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
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::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]114ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
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::NHWC)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]118ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]119 Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
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::NCHW)
Jan Eilers4b961d32019-07-11 09:19:35 +0100[diff] [blame]122ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
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::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100[diff] [blame]126ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]127 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
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::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100[diff] [blame]130ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
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::NHWC)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100[diff] [blame]134ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]135 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
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::NCHW)
Jan Eilers0bf6b232019-07-12 10:46:33 +0100[diff] [blame]138ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
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::NHWC)
142
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]143// Depthwise Convolution
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]144ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]145 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]146ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]147 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]148ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]149 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]150ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]151 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]152
153// NHWC Depthwise Convolution
154ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]155 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]156ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]157 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]158ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]159 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]160ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]161 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
Bruno Goncalves22972f02019-04-26 21:03:24 -0300[diff] [blame]162ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
163 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01b9c89632018-10-26 16:50:13 +0100[diff] [blame]164
165
Nikhil Rajcec6b652018-10-12 13:51:57 +0100[diff] [blame]166ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]167
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]168ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]169 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]170ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]171 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]172ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]173 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01382a91d2018-10-26 15:55:50 +0100[diff] [blame]174ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]175 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100[diff] [blame]176
Matthew Jackson99107922019-07-25 12:58:56 +0100[diff] [blame]177ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
178
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]179// Splitter
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]180ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat, SplitterFloatTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]181ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]182
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]183ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat, CopyViaSplitterFloatTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]184ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
185
Jim Flynn4ed6c832019-05-20 11:02:46 +0100[diff] [blame]186// Concat
187ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
188ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
Narumol Prangnawarat71c80b12019-06-17 17:45:43 +0100[diff] [blame]189ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]190 ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]191
narpra0155a97bc2018-10-02 14:35:53 +0100[diff] [blame]192// Normalization
193ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
194ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
195ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
196
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]197// Pooling
198ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
199ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
200
201ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
202ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
203ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
204ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
205
206ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
207ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
208ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
209ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]210 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]211ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
212ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
213
214ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
215ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
216ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
217ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
218
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]219ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
220ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
221ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
222ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]223
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]224ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
225ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
226ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
227ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]228
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]229ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
230 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
231 false)
232ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
233 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
234 true)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]235ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
236ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
237
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]238ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
239ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
240ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
James Conroy45a9b772018-10-31 11:47:53 +0000[diff] [blame]241
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]242ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
243ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
244ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
245ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
246ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
247ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
248ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
249ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
250ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
251ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
252
253// Add
254ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100[diff] [blame]255ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]256ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck4a8692c2018-09-07 16:19:24 +0100[diff] [blame]257ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
258
259ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
260ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
261ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
262
263// Sub
264ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
Mohamed Nour Abouelseoud3d93bc42018-11-21 10:35:17 +0000[diff] [blame]265ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
266ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
267
268ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
269ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
270ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck4a8692c2018-09-07 16:19:24 +0100[diff] [blame]271
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]272// Div
273ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beckbc392452018-09-10 14:47:28 +0100[diff] [blame]274ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]275ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
276ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100[diff] [blame]277// NOTE: quantized division is not supported by CL and not required by the
278// android NN api
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]279
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]280// Mul
281ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]282ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
283ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Benthame2ec3302018-10-01 11:32:48 +0100[diff] [blame]284ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
285ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
286ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100[diff] [blame]287ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]288
289// Batch Norm
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]290ARMNN_AUTO_TEST_CASE(BatchNormFloat, BatchNormFloatTest)
291ARMNN_AUTO_TEST_CASE(BatchNormFloatNhwc, BatchNormFloatNhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]292
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]293// L2 Normalization
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]294ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
295ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
296ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
297ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]298
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]299ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
300ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
301ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
302ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100[diff] [blame]303
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100[diff] [blame]304ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
305
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]306ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
307ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer05bf0542019-06-18 16:46:00 +0100[diff] [blame]308
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]309// Constant
310ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd58ef2c62019-05-16 12:09:18 +0100[diff] [blame]311ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]312
313// Concat
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]314ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
315ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]316
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]317ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
318ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
319ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
320ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]321
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]322ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
323ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
324ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
325ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]326
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]327ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
328ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
329ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
330ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
331ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false)
332ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]333
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]334ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
335ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
336ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
337ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
338ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
339ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
narpra015cdda352018-11-19 15:30:27 +0000[diff] [blame]340
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]341ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
342ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
343ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false)
344ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
345ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
346ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra0163b08822018-11-20 11:29:12 +0000[diff] [blame]347
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]348ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
349ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
350ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
351ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
352ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
353ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]354
355// Floor
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]356ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]357
358// Reshape
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]359ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
360ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100[diff] [blame]361ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]362
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]363// Pad
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100[diff] [blame]364ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
FinnWilliamsArmab801622019-07-09 14:46:28 +0100[diff] [blame]365ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseouddd6acea2018-10-18 12:26:19 +0100[diff] [blame]366ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
367ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100[diff] [blame]368
FinnWilliamsArmab801622019-07-09 14:46:28 +0100[diff] [blame]369ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
370ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
371ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
372ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
373
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]374ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
375ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
376ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
377ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
FinnWilliamsArmab801622019-07-09 14:46:28 +0100[diff] [blame]378
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100[diff] [blame]379// PReLU
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]380ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
381ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100[diff] [blame]382
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]383// Permute
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]384ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
385ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
386ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
387ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
388ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
389ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
390ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
391ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]392
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]393// Lstm
394ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100[diff] [blame]395 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]396ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
397 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
398ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bellde9011b2018-10-03 10:37:52 +0100[diff] [blame]399 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]400
Jan Eilersa2ec9092019-07-08 15:56:59 +0100[diff] [blame]401ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
402 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
403
Ferran Balaguer737d9ff2019-08-01 09:58:08 +0100[diff] [blame]404ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest)
405
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]406// Convert from Float16 to Float32
407ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
408// Convert from Float32 to Float16
409ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
410
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100[diff] [blame]411ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
412
keidav01a959ee52018-12-19 10:04:58 +0000[diff] [blame]413//Max
414ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest)
415ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
416ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
417ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
418ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
419ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
420
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]421// Mean
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]422ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
423ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
424ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
425ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
426ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
427ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
428ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]429
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]430ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
431ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
432ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
433ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
434ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
435ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
436ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100[diff] [blame]437
saoste019292aa32019-01-08 13:55:59 +0000[diff] [blame]438// Minimum
439ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1)
440ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2)
441ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
442
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000[diff] [blame]443// Greater
444ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
445ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
446ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
447ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
448ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
449ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
450
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000[diff] [blame]451// Softmax
452ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
453ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
454ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
455ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
456
457ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
458ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
459
460ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
461ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
462
Sadik Armaganf4464322018-12-20 16:19:12 +0000[diff] [blame]463// Space To Batch Nd
464ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
465ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
466ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
467ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
468
469ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
470ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
471ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
472ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
473
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]474ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
475ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
476ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
477ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000[diff] [blame]478
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]479ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
480ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
481ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
482ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000[diff] [blame]483
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]484// Space To Depth
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]485ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
486ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]487
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]488ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1)
489ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]490
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]491ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
492ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]493
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]494ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
495ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
James Conroyd2aa85e2019-07-01 17:12:40 +0100[diff] [blame]496
Matthew Jacksond5166102019-07-31 14:06:28 +0100[diff] [blame]497// Stack
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]498ARMNN_AUTO_TEST_CASE(Stack0Axis, Stack0AxisTest<DataType::Float32>)
499ARMNN_AUTO_TEST_CASE(Stack4dOutput1Axis, Stack4dOutput1AxisTest<DataType::Float32>)
500ARMNN_AUTO_TEST_CASE(Stack4dOutput2Axis, Stack4dOutput2AxisTest<DataType::Float32>)
501ARMNN_AUTO_TEST_CASE(Stack4dOutput3Axis, Stack4dOutput3AxisTest<DataType::Float32>)
502ARMNN_AUTO_TEST_CASE(Stack3dOutput1Axis3Input, Stack3dOutput1Axis3InputTest<DataType::Float32>)
Matthew Jacksondba634f2019-08-15 15:14:18 +0100[diff] [blame]503ARMNN_AUTO_TEST_CASE(Stack5dOutput, Stack5dOutputTest<DataType::Float32>)
Matthew Jacksond5166102019-07-31 14:06:28 +0100[diff] [blame]504
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]505// Strided Slice
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]506ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
507ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]508ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
509ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
510ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]511ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
512ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
513ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
514ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]515
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]516ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
517ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]518ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
519ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
520ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +0100[diff] [blame^]521ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
522ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
523ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
524ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
keidav01d74dc912018-12-10 18:16:07 +0000[diff] [blame]525
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]526// Resize Bilinear - NCHW
527ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]528 SimpleResizeBilinearTest<DataType::Float32>,
529 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]530ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]531 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
532 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]533ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]534 ResizeBilinearNopTest<DataType::Float32>,
535 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]536ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]537 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
538 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]539ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]540 ResizeBilinearSqMinTest<DataType::Float32>,
541 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]542ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]543 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
544 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]545ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]546 ResizeBilinearMinTest<DataType::Float32>,
547 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]548ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]549 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
550 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]551
552// Resize Bilinear - NHWC
553ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]554 ResizeBilinearNopTest<DataType::Float32>,
555 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]556ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]557 ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
558 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]559ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]560 SimpleResizeBilinearTest<DataType::Float32>,
561 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]562ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]563 SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
564 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]565ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]566 ResizeBilinearSqMinTest<DataType::Float32>,
567 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]568ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]569 ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
570 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]571ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]572 ResizeBilinearMinTest<DataType::Float32>,
573 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]574ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]575 ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
576 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]577
578// Resize NearestNeighbor - NCHW
579ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]580 SimpleResizeNearestNeighborTest<DataType::Float32>,
581 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]582ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]583 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
584 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]585ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]586 ResizeNearestNeighborNopTest<DataType::Float32>,
587 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]588ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]589 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
590 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]591ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]592 ResizeNearestNeighborSqMinTest<DataType::Float32>,
593 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]594ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]595 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
596 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]597ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]598 ResizeNearestNeighborMinTest<DataType::Float32>,
599 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]600ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]601 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
602 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]603ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]604 ResizeNearestNeighborMagTest<DataType::Float32>,
605 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]606ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]607 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
608 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]609
610// Resize NearestNeighbor - NHWC
611ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]612 ResizeNearestNeighborNopTest<DataType::Float32>,
613 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]614ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]615 ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
616 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]617ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]618 SimpleResizeNearestNeighborTest<DataType::Float32>,
619 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]620ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]621 SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
622 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]623ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]624 ResizeNearestNeighborSqMinTest<DataType::Float32>,
625 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]626ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]627 ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
628 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]629ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]630 ResizeNearestNeighborMinTest<DataType::Float32>,
631 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]632ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]633 ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
634 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]635ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]636 ResizeNearestNeighborMagTest<DataType::Float32>,
637 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]638ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]639 ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
640 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100[diff] [blame]641
Sadik Armagan20ec2492019-05-31 09:09:44 +0100[diff] [blame]642// Quantize
643ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
644ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
645
Jim Flynn983daec2019-05-29 16:20:16 +0100[diff] [blame]646// Dequantize
647// NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732)
648// CLDequantizationLayerKernel accepts DataType::QASYMM8 input
649// and can output DataType::F16 or DataType::F32
650ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
651ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
652
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]653// TransposeConvolution2d
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]654ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
655 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
656 true,
657 DataLayout::NCHW)
658ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
659 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
660 true,
661 DataLayout::NHWC)
662ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
663 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
664 true,
665 DataLayout::NCHW)
666ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
667 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
668 true,
669 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]670
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]671ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
672 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
673 false,
674 DataLayout::NCHW)
675ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
676 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
677 true,
678 DataLayout::NHWC)
679ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
680 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
681 true,
682 DataLayout::NCHW)
683ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
684 SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
685 true,
686 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]687
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]688ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
689 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
690 true,
691 DataLayout::NCHW)
692ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
693 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
694 true,
695 DataLayout::NHWC)
696ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
697 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
698 true,
699 DataLayout::NCHW)
700ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
701 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
702 true,
703 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]704
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]705ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
706 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
707 false,
708 DataLayout::NCHW)
709ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
710 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
711 true,
712 DataLayout::NHWC)
713ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
714 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
715 true,
716 DataLayout::NCHW)
717ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
718 PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
719 true,
720 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]721
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]722ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
723 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
724 true,
725 DataLayout::NCHW)
726ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
727 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
728 true,
729 DataLayout::NHWC)
730ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
731 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
732 true,
733 DataLayout::NCHW)
734ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
735 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
736 true,
737 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]738
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]739ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
740 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
741 false,
742 DataLayout::NCHW)
743ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
744 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
745 true,
746 DataLayout::NHWC)
747ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
748 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
749 true,
750 DataLayout::NCHW)
751ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
752 StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
753 true,
754 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +0100[diff] [blame]755
Aron Virginas-Taraec942c2019-08-14 14:37:42 +0100[diff] [blame]756ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
757 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
758 DataLayout::NCHW)
759ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
760 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
761 DataLayout::NHWC)
762ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
763 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
764 DataLayout::NCHW)
765ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
766 MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
767 DataLayout::NHWC)
768
Matteo Martincighdb16dd32019-08-27 16:41:11 +0100[diff] [blame]769#if defined(ARMNNREF_ENABLED)
Matteo Martincighe67edb22019-08-14 14:05:46 +0100[diff] [blame]770
771// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
772// if the reference backend is not built
773
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]774// ============================================================================
775// COMPARE tests
776
Matteo Martincighe67edb22019-08-14 14:05:46 +0100[diff] [blame]777ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
778ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
779ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
780
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]781ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
782
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]783ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000[diff] [blame]784 CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]785 DataLayout::NCHW)
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]786ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000[diff] [blame]787 CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]788 DataLayout::NCHW)
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]789
790ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000[diff] [blame]791 CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]792 DataLayout::NHWC)
jimfly017af00da2018-10-31 14:43:53 +0000[diff] [blame]793ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +0000[diff] [blame]794 CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]795 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]796
797ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]798 NormalizationAlgorithmChannel::Within,
799 NormalizationAlgorithmMethod::LocalBrightness)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]800ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]801 NormalizationAlgorithmChannel::Across,
802 NormalizationAlgorithmMethod::LocalBrightness)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]803
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]804ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]805
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]806ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Average)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]807ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]808 PoolingAlgorithm::Average)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]809
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]810ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]811
812ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
813
814ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
815
816ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
817
818ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
819ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
820
821// ============================================================================
822// FIXTURE tests
823
824ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]825 CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]826
827ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]828 CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]829
830ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]831 CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]832
833ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]834 CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]835
836ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]837 CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]838ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]839 CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]840
841ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]842 CompareActivationTest, ActivationFunction::SoftReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]843
844ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]845 CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]846
847ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]848 CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]849
850ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]851 CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]852
853ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100[diff] [blame]854 CompareActivationTest, ActivationFunction::Square, 5u)
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]855
Matteo Martincighe67edb22019-08-14 14:05:46 +0100[diff] [blame]856#endif
857
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]858BOOST_AUTO_TEST_SUITE_END()