blob: 7d40a693a210354f5ff504cedfa60aceb212d3c7 [file] [log] [blame]
Laurent Carlier749294b2020-06-01 09:03:17 +01001//
Teresa Charlin686f45c2020-07-23 17:59:00 +01002// Copyright © 2017 Arm Ltd and Contributors. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +01003// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +00004//
arovir0143095f32018-10-09 18:04:24 +01005
6#include "ClContextControlFixture.hpp"
Aron Virginas-Tar56055192018-11-12 18:10:43 +00007#include "ClWorkloadFactoryHelper.hpp"
arovir0143095f32018-10-09 18:04:24 +01008
telsoa014fcda012018-03-09 14:13:49 +00009#include "test/TensorHelpers.hpp"
arovir0143095f32018-10-09 18:04:24 +010010#include "test/UnitTests.hpp"
telsoa014fcda012018-03-09 14:13:49 +000011
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000012#include <cl/ClLayerSupport.hpp>
13#include <cl/ClWorkloadFactory.hpp>
14#include <cl/workloads/ClWorkloadUtils.hpp>
Aron Virginas-Tar00d306e2019-08-28 18:08:46 +010015
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +000016#include <backendsCommon/test/ActivationFixture.hpp>
17#include <backendsCommon/test/LayerTests.hpp>
telsoa014fcda012018-03-09 14:13:49 +000018
19#include <arm_compute/core/CL/CLKernelLibrary.h>
20#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa014fcda012018-03-09 14:13:49 +000021
arovir0143095f32018-10-09 18:04:24 +010022#include <boost/test/unit_test.hpp>
23
24#include <iostream>
25#include <string>
telsoa014fcda012018-03-09 14:13:49 +000026
telsoa01c577f2c2018-08-31 09:22:23 +010027BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +010028
29using namespace armnn;
30
31using FactoryType = ClWorkloadFactory;
telsoa014fcda012018-03-09 14:13:49 +000032
33// ============================================================================
34// UNIT tests
35
36// Activation
Keith Davis33a626f2020-08-27 15:38:12 +010037ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantLinearActivation, ConstantLinearActivationTest)
telsoa014fcda012018-03-09 14:13:49 +000038
Teresa Charline32c8442020-03-05 14:41:50 +000039// Sigmoid Activation / Logistic
Keith Davis33a626f2020-08-27 15:38:12 +010040ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoid, SimpleSigmoidTest)
41ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charline32c8442020-03-05 14:41:50 +000042
43// BoundedReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +010044ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1, BoundedReLuUpperAndLowerBoundTest)
45ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6, BoundedReLuUpperBoundOnlyTest)
46ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
47ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
telsoa014fcda012018-03-09 14:13:49 +000048
Teresa Charline32c8442020-03-05 14:41:50 +000049// ReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +010050ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu, ReLuTest)
51ARMNN_AUTO_TEST_CASE_WITH_THF(ReLuUint8, ReLuUint8Test)
David Monahan3b3c3812020-02-25 09:03:29 +000052
Teresa Charline32c8442020-03-05 14:41:50 +000053// SoftReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +010054ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLu, SoftReLuTest)
Teresa Charline32c8442020-03-05 14:41:50 +000055
56// LeakyReLU Activation
Keith Davis33a626f2020-08-27 15:38:12 +010057ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLu, LeakyReLuTest)
Teresa Charline32c8442020-03-05 14:41:50 +000058
59// Abs Activation
Keith Davis33a626f2020-08-27 15:38:12 +010060ARMNN_AUTO_TEST_CASE_WITH_THF(Abs, AbsTest)
Finn Williamsb5b9bdf2019-02-18 10:07:34 +000061
Sadik Armagan6095ba52019-09-13 17:07:19 +010062// Sqrt Activation
Keith Davis33a626f2020-08-27 15:38:12 +010063ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt, SqrtTest)
64ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNN, SqrtNNTest)
Sadik Armagan6095ba52019-09-13 17:07:19 +010065
Teresa Charline32c8442020-03-05 14:41:50 +000066// Square Activation
Keith Davis33a626f2020-08-27 15:38:12 +010067ARMNN_AUTO_TEST_CASE_WITH_THF(Square, SquareTest)
Teresa Charline32c8442020-03-05 14:41:50 +000068
69// Tanh Activation
Keith Davis33a626f2020-08-27 15:38:12 +010070ARMNN_AUTO_TEST_CASE_WITH_THF(Tanh, TanhTest)
Teresa Charline32c8442020-03-05 14:41:50 +000071
72// Elu Activation
Keith Davis33a626f2020-08-27 15:38:12 +010073ARMNN_AUTO_TEST_CASE_WITH_THF(Elu, EluTest)
Teresa Charline32c8442020-03-05 14:41:50 +000074
Mike Kelly831faed2018-11-28 11:52:08 +000075// Batch To Space
Keith Davis33a626f2020-08-27 15:38:12 +010076ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
77ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
78ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
Mike Kelly831faed2018-11-28 11:52:08 +000079
Keith Davis33a626f2020-08-27 15:38:12 +010080ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
81ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
82ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
Mike Kelly831faed2018-11-28 11:52:08 +000083
Keith Davis33a626f2020-08-27 15:38:12 +010084ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
85ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
86ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +010087
Keith Davis33a626f2020-08-27 15:38:12 +010088ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
89ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
90ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +010091
Keith Davis33a626f2020-08-27 15:38:12 +010092ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
93ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
94ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
Mike Kelly831faed2018-11-28 11:52:08 +000095
Keith Davis33a626f2020-08-27 15:38:12 +010096ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
97ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
98ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
Mike Kelly831faed2018-11-28 11:52:08 +000099
telsoa014fcda012018-03-09 14:13:49 +0000100// Fully Connected
Finn Williams7faf9a82020-08-27 10:37:36 +0100101ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
102ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
103ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
104ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
105ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
telsoa014fcda012018-03-09 14:13:49 +0000106
Finn Williams7faf9a82020-08-27 10:37:36 +0100107ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false)
108ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
telsoa014fcda012018-03-09 14:13:49 +0000109
110// Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +0100111ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true)
telsoa014fcda012018-03-09 14:13:49 +0000112
Keith Davisf500d6c2020-08-31 08:32:55 +0100113ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
114ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
115ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
116ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
117ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
118ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
119ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dStride2x2Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100120 SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly010a088a62018-10-25 17:05:05 +0100121
Keith Davisf500d6c2020-08-31 08:32:55 +0100122ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
123ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding,
124 Convolution2dAsymmetricPaddingTest,
125 DataLayout::NCHW)
narpra015f703182018-10-26 16:24:58 +0100126
Keith Davisf500d6c2020-08-31 08:32:55 +0100127ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
128ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc,
narpra01f97debb2018-11-09 09:27:31 +0000129 Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100130 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +0000131
Keith Davisf500d6c2020-08-31 08:32:55 +0100132ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
Francis Murtaghd59116e2018-10-04 16:03:07 +0100133
Keith Davisf500d6c2020-08-31 08:32:55 +0100134ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100135 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100136 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100137 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100138ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100139 Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100140 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100141 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100142ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000143 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100144 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100145 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100146ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000147 Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100148 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100149 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100150ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100151 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100152 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100153 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100154ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100155 Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100156 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100157 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100158ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000159 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100160 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100161 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100162ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000163 Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100164 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100165 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100166ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100167 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100168 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100169 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100170ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100171 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100172 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100173 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100174ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000175 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100176 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100177 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100178ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000179 Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers4b961d32019-07-11 09:19:35 +0100180 false,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100181 DataLayout::NHWC)
182
Keith Davisf500d6c2020-08-31 08:32:55 +0100183ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
184ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Keith Davis899f64f2019-11-26 16:01:18 +0000185
telsoa014fcda012018-03-09 14:13:49 +0000186// Depthwise Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +0100187ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100188 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100189ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100190 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100191ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100192 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100193ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100194 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01b9c89632018-10-26 16:50:13 +0100195
196// NHWC Depthwise Convolution
Keith Davisf500d6c2020-08-31 08:32:55 +0100197ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100198 DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100199ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100200 DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100201ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100202 DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100203ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100204 DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100205ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
Bruno Goncalves22972f02019-04-26 21:03:24 -0300206 SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01b9c89632018-10-26 16:50:13 +0100207
208
Keith Davisf500d6c2020-08-31 08:32:55 +0100209ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa014fcda012018-03-09 14:13:49 +0000210
Keith Davisf500d6c2020-08-31 08:32:55 +0100211ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100212 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100213ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100214 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +0100215ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100216 DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +0100217ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +0100218 DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh013537c2c2018-05-18 16:31:43 +0100219
Keith Davisf500d6c2020-08-31 08:32:55 +0100220ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
Matthew Jackson99107922019-07-25 12:58:56 +0100221
Keith Davisf500d6c2020-08-31 08:32:55 +0100222ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
Teresa Charlina68d8532019-11-29 13:59:18 +0000223 DataLayout::NCHW);
Keith Davisf500d6c2020-08-31 08:32:55 +0100224ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
Teresa Charlina68d8532019-11-29 13:59:18 +0000225 DataLayout::NHWC);
226
telsoa01c577f2c2018-08-31 09:22:23 +0100227// Splitter
Sadik Armagan5e719842020-08-28 12:17:33 +0100228ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat32, SplitterFloat32Test)
229ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterUint8, SplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000230
Sadik Armagan5e719842020-08-28 12:17:33 +0100231ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
232ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000233
Jim Flynn4ed6c832019-05-20 11:02:46 +0100234// Concat
Keith Davisf500d6c2020-08-31 08:32:55 +0100235ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConcat, ConcatTest)
236ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8, ConcatUint8Test)
237ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam,
Derek Lambertif90c56d2020-01-10 17:14:08 +0000238 ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false)
telsoa014fcda012018-03-09 14:13:49 +0000239
narpra0155a97bc2018-10-02 14:35:53 +0100240// Normalization
Finn Williams826a5432020-08-27 16:15:20 +0100241ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
242ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
243ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
narpra0155a97bc2018-10-02 14:35:53 +0100244
telsoa014fcda012018-03-09 14:13:49 +0000245// Pooling
Finn Williams826a5432020-08-27 16:15:20 +0100246ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
247ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8,
248 SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
telsoa014fcda012018-03-09 14:13:49 +0000249
Finn Williams826a5432020-08-27 16:15:20 +0100250ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
251ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
252ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
253ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000254
Finn Williams826a5432020-08-27 16:15:20 +0100255ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
256ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
257ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPadding,
258 IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
259ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
260 IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
261ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
262ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000263
Finn Williams826a5432020-08-27 16:15:20 +0100264ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
265ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
266ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
267ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000268
Finn Williams826a5432020-08-27 16:15:20 +0100269ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
270ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
271ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
272ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000273
Finn Williams826a5432020-08-27 16:15:20 +0100274ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
275ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
276ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
277ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
James Conroy45a9b772018-10-31 11:47:53 +0000278
Finn Williams826a5432020-08-27 16:15:20 +0100279ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
280 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
281 false)
282ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
283 IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
284 true)
285ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
286ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000287
Finn Williams826a5432020-08-27 16:15:20 +0100288ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
289ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
290ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
James Conroy45a9b772018-10-31 11:47:53 +0000291
Finn Williams826a5432020-08-27 16:15:20 +0100292ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
293ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
294ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
295ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
296ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
297ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
298ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7, L2Pooling2dSize7Test)
299ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
300ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize9, L2Pooling2dSize9Test)
301ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000302
303// Add
Keith Davis33a626f2020-08-27 15:38:12 +0100304ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAdd, AdditionTest)
305ARMNN_AUTO_TEST_CASE_WITH_THF(Add5d, Addition5dTest)
306ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1Element, AdditionBroadcast1ElementTest)
307ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast, AdditionBroadcastTest)
David Beck4a8692c2018-09-07 16:19:24 +0100308
Keith Davis33a626f2020-08-27 15:38:12 +0100309ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionUint8, AdditionUint8Test)
310ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcastUint8, AdditionBroadcastUint8Test)
311ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
David Beck4a8692c2018-09-07 16:19:24 +0100312
313// Sub
Keith Davis33a626f2020-08-27 15:38:12 +0100314ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSub, SubtractionTest)
315ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
316ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast, SubtractionBroadcastTest)
Mohamed Nour Abouelseoud3d93bc42018-11-21 10:35:17 +0000317
Keith Davis33a626f2020-08-27 15:38:12 +0100318ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionUint8, SubtractionUint8Test)
319ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastUint8, SubtractionBroadcastUint8Test)
320ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck4a8692c2018-09-07 16:19:24 +0100321
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100322// Div
Keith Davis33a626f2020-08-27 15:38:12 +0100323ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDivision, DivisionTest)
324ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionByZero, DivisionByZeroTest)
325ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
326ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck5cd01f32018-09-12 16:00:08 +0100327// NOTE: quantized division is not supported by CL and not required by the
328// android NN api
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100329
telsoa014fcda012018-03-09 14:13:49 +0000330// Mul
Keith Davis33a626f2020-08-27 15:38:12 +0100331ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMultiplication, MultiplicationTest)
332ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
333ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
334ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationUint8, MultiplicationUint8Test)
335ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
336ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
337ARMNN_AUTO_TEST_CASE_WITH_THF(Multiplication5d, Multiplication5dTest)
telsoa014fcda012018-03-09 14:13:49 +0000338
339// Batch Norm
Keith Davis33a626f2020-08-27 15:38:12 +0100340ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32, BatchNormFloat32Test)
341ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
telsoa014fcda012018-03-09 14:13:49 +0000342
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100343// InstanceNormalization
Finn Williamsc43de6a2020-08-27 11:13:25 +0100344ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
345ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nchw, InstanceNormFloat16Test, DataLayout::NCHW);
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100346
Finn Williamsc43de6a2020-08-27 11:13:25 +0100347ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
348ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nhwc, InstanceNormFloat16Test, DataLayout::NHWC);
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100349
Finn Williamsc43de6a2020-08-27 11:13:25 +0100350ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
351ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nchw2, InstanceNormFloat16Test2, DataLayout::NCHW);
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100352
Finn Williamsc43de6a2020-08-27 11:13:25 +0100353ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
354ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat16Nhwc2, InstanceNormFloat16Test2, DataLayout::NHWC);
Aron Virginas-Tar8168f402019-10-04 13:10:16 +0100355
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100356// L2 Normalization
Finn Williamsc43de6a2020-08-27 11:13:25 +0100357ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
358ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
359ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
360ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
telsoa014fcda012018-03-09 14:13:49 +0000361
Finn Williamsc43de6a2020-08-27 11:13:25 +0100362ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
363ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
364ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
365ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Matteo Martincigh539b44d2018-10-01 09:26:39 +0100366
Finn Williamsc43de6a2020-08-27 11:13:25 +0100367ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dShape, L2Normalization2dShapeTest);
Matthew Jackson82b15ed2019-07-25 16:14:30 +0100368
Finn Williamsc43de6a2020-08-27 11:13:25 +0100369ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
370ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer05bf0542019-06-18 16:46:00 +0100371
telsoa014fcda012018-03-09 14:13:49 +0000372// Constant
Keith Davisf500d6c2020-08-31 08:32:55 +0100373ARMNN_AUTO_TEST_CASE_WITH_THF(Constant, ConstantTest)
374ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa014fcda012018-03-09 14:13:49 +0000375
376// Concat
Keith Davisf500d6c2020-08-31 08:32:55 +0100377ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1d, Concat1dTest)
378ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1dUint8, Concat1dUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000379
Keith Davisf500d6c2020-08-31 08:32:55 +0100380ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0, Concat2dDim0Test)
381ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
382ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1, Concat2dDim1Test)
383ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
narpra0163b08822018-11-20 11:29:12 +0000384
Keith Davisf500d6c2020-08-31 08:32:55 +0100385ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
386ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
387ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
388ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa014fcda012018-03-09 14:13:49 +0000389
Keith Davisf500d6c2020-08-31 08:32:55 +0100390ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0, Concat3dDim0Test)
391ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
392ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1, Concat3dDim1Test)
393ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
394ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2, Concat3dDim2Test, false)
395ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
narpra0163b08822018-11-20 11:29:12 +0000396
Keith Davisf500d6c2020-08-31 08:32:55 +0100397ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
398ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
399ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
400ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
401ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
402ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
narpra015cdda352018-11-19 15:30:27 +0000403
Keith Davisf500d6c2020-08-31 08:32:55 +0100404ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0, Concat4dDim0Test)
405ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1, Concat4dDim1Test)
406ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3, Concat4dDim3Test, false)
407ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
408ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
409ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra0163b08822018-11-20 11:29:12 +0000410
Keith Davisf500d6c2020-08-31 08:32:55 +0100411ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
412ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
413ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
414ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
415ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
416ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
telsoa014fcda012018-03-09 14:13:49 +0000417
Aron Virginas-Tarb2801962019-09-30 11:24:53 +0100418// DepthToSpace
419ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
420ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
421ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
422ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
423
424ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
425ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
426ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
427ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
428
Sadik Armagan303980c2020-04-17 12:45:14 +0100429ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
430ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
431ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
432ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
433
Derek Lambertif90c56d2020-01-10 17:14:08 +0000434ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
435ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
436ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
437ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tarb2801962019-09-30 11:24:53 +0100438
Derek Lambertif90c56d2020-01-10 17:14:08 +0000439ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
440ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
441ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
442ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tarb2801962019-09-30 11:24:53 +0100443
444ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
445ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
446ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
447ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
448
449ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
450ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
451ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
452ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
453
Sadik Armagan303980c2020-04-17 12:45:14 +0100454ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
455ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
456ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
457ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
458
Derek Lambertif90c56d2020-01-10 17:14:08 +0000459ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
460ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
461ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
462ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tarb2801962019-09-30 11:24:53 +0100463
Derek Lambertif90c56d2020-01-10 17:14:08 +0000464ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
465ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
466ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
467ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Aron Virginas-Tarb2801962019-09-30 11:24:53 +0100468
Sadik Armagan66aecb02020-06-24 11:42:20 +0100469// Fill
Finn Williams87020072020-08-26 16:19:15 +0100470ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>)
471ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>)
472ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>)
Sadik Armagan66aecb02020-06-24 11:42:20 +0100473
Finn Williams826a5432020-08-27 16:15:20 +0100474// FloorPreluUint8
Finn Williams7faf9a82020-08-27 10:37:36 +0100475ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa014fcda012018-03-09 14:13:49 +0000476
Teresa Charlin9ad2e5b2020-04-10 22:34:48 +0100477// Gather
Finn Williamsc43de6a2020-08-27 11:13:25 +0100478ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
479ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsUint8, Gather1dParamsUint8Test)
480ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
481ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Teresa Charlin9ad2e5b2020-04-10 22:34:48 +0100482
telsoa014fcda012018-03-09 14:13:49 +0000483// Reshape
Finn Williamsec36d3e2020-08-28 13:17:05 +0100484ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
485ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<DataType::QAsymmS8>)
486ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<DataType::QAsymmU8>)
487ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<DataType::Float32>)
Narumol Prangnawarat0c95f4c2020-11-18 16:52:07 +0000488ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest)
telsoa014fcda012018-03-09 14:13:49 +0000489
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100490// Pad
Finn Williams826a5432020-08-27 16:15:20 +0100491ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest)
492ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
493ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat323d, PadFloat323dTest)
494ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud7420e552018-10-12 12:26:24 +0100495
Finn Williams826a5432020-08-27 16:15:20 +0100496ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82d, PadUint82dTest)
497ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
498ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint83d, PadUint83dTest)
499ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint84d, PadUint84dTest)
FinnWilliamsArmab801622019-07-09 14:46:28 +0100500
Finn Williams826a5432020-08-27 16:15:20 +0100501ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
502ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
503ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
504ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
FinnWilliamsArmab801622019-07-09 14:46:28 +0100505
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100506// PReLU
Finn Williams826a5432020-08-27 16:15:20 +0100507ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest<DataType::Float32>)
508ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest<DataType::QAsymmU8>)
Nikhil Raj91e4c6d2019-07-05 12:22:58 +0100509
telsoa014fcda012018-03-09 14:13:49 +0000510// Permute
Finn Williams826a5432020-08-27 16:15:20 +0100511ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
512ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
513ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
514ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
515ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
516ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
517ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
518ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
519ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
520ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
521ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
522ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
telsoa014fcda012018-03-09 14:13:49 +0000523
telsoa01c577f2c2018-08-31 09:22:23 +0100524// Lstm
Finn Williamsc43de6a2020-08-27 11:13:25 +0100525ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
526 LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
527ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
528 LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
529ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
530 LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01c577f2c2018-08-31 09:22:23 +0100531
Finn Williamsc43de6a2020-08-27 11:13:25 +0100532ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
533 LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
Jan Eilersa2ec9092019-07-08 15:56:59 +0100534
Ryan OShea2323af42020-05-13 16:36:19 +0100535// QLstm
Finn Williamsc43de6a2020-08-27 11:13:25 +0100536ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm, QLstmTest)
Teresa Charlinbe727be2020-09-25 15:08:21 +0100537ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm1, QLstmTest1)
538ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm2, QLstmTest2)
Ryan OShea2323af42020-05-13 16:36:19 +0100539
540// QuantizedLstm
Finn Williamsc43de6a2020-08-27 11:13:25 +0100541ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizedLstm, QuantizedLstmTest)
Ferran Balaguer737d9ff2019-08-01 09:58:08 +0100542
telsoa01c577f2c2018-08-31 09:22:23 +0100543// Convert from Float16 to Float32
Keith Davisf500d6c2020-08-31 08:32:55 +0100544ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100545// Convert from Float32 to Float16
Keith Davisf500d6c2020-08-31 08:32:55 +0100546ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
telsoa01c577f2c2018-08-31 09:22:23 +0100547
Keith Davis33a626f2020-08-27 15:38:12 +0100548ARMNN_AUTO_TEST_CASE_WITH_THF(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
Éanna Ó Catháin47c1ddb2018-10-12 14:24:13 +0100549
keidav01a959ee52018-12-19 10:04:58 +0000550//Max
Keith Davis33a626f2020-08-27 15:38:12 +0100551ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumSimple, MaximumSimpleTest)
552ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
553ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
554ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumUint8, MaximumUint8Test)
555ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
556ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
keidav01a959ee52018-12-19 10:04:58 +0000557
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100558// Mean
Finn Williams826a5432020-08-27 16:15:20 +0100559ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
560ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
561ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
562ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
563ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
564ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
565ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100566
Finn Williams826a5432020-08-27 16:15:20 +0100567ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
568ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
569ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
570ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
571ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
572ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
573ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
Sadik Armagan303980c2020-04-17 12:45:14 +0100574
Finn Williams826a5432020-08-27 16:15:20 +0100575ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
576ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
577ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
578ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
579ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
580ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
581ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
Matteo Martincigh28dcab62018-10-19 16:40:03 +0100582
saoste019292aa32019-01-08 13:55:59 +0000583// Minimum
Keith Davis33a626f2020-08-27 15:38:12 +0100584ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1)
585ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2)
586ARMNN_AUTO_TEST_CASE_WITH_THF(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
saoste019292aa32019-01-08 13:55:59 +0000587
Teresa Charlin2b030d92020-03-27 16:40:56 +0000588// Equal
Keith Davisf500d6c2020-08-31 08:32:55 +0100589ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimple, EqualSimpleTest)
590ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1Element, EqualBroadcast1ElementTest)
591ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000592
Keith Davisf500d6c2020-08-31 08:32:55 +0100593ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleFloat16, EqualSimpleFloat16Test)
594ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementFloat16, EqualBroadcast1ElementFloat16Test)
595ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorFloat16, EqualBroadcast1dVectorFloat16Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000596
Keith Davisf500d6c2020-08-31 08:32:55 +0100597ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleUint8, EqualSimpleUint8Test)
598ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
599ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000600
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000601// Greater
Keith Davisf500d6c2020-08-31 08:32:55 +0100602ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimple, GreaterSimpleTest)
603ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
604ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
Aron Virginas-Tar3bc00ec2019-10-18 15:42:58 +0100605
Keith Davisf500d6c2020-08-31 08:32:55 +0100606ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleFloat16, GreaterSimpleFloat16Test)
607ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementFloat16, GreaterBroadcast1ElementFloat16Test)
608ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorFloat16, GreaterBroadcast1dVectorFloat16Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000609
Keith Davisf500d6c2020-08-31 08:32:55 +0100610ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleUint8, GreaterSimpleUint8Test)
611ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
612ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
Nattapat Chaimanowongc6a41ff2019-01-29 09:56:02 +0000613
Teresa Charlin2b030d92020-03-27 16:40:56 +0000614// GreaterOrEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100615ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
616ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
617ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000618
Keith Davisf500d6c2020-08-31 08:32:55 +0100619ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleFloat16, GreaterOrEqualSimpleFloat16Test)
620ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementFloat16, GreaterOrEqualBroadcast1ElementFloat16Test)
621ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorFloat16, GreaterOrEqualBroadcast1dVectorFloat16Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000622
Keith Davisf500d6c2020-08-31 08:32:55 +0100623ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
624ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
625ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000626
627// Less
Keith Davisf500d6c2020-08-31 08:32:55 +0100628ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimple, LessSimpleTest)
629ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1Element, LessBroadcast1ElementTest)
630ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVector, LessBroadcast1dVectorTest)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000631
Keith Davisf500d6c2020-08-31 08:32:55 +0100632ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleFloat16, LessSimpleFloat16Test)
633ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementFloat16, LessBroadcast1ElementFloat16Test)
634ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorFloat16, LessBroadcast1dVectorFloat16Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000635
Keith Davisf500d6c2020-08-31 08:32:55 +0100636ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleUint8, LessSimpleUint8Test)
637ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
638ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000639
640// LessOrEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100641ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimple, LessOrEqualSimpleTest)
642ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
643ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000644
Keith Davisf500d6c2020-08-31 08:32:55 +0100645ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleFloat16, LessOrEqualSimpleFloat16Test)
646ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementFloat16, LessOrEqualBroadcast1ElementFloat16Test)
647ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorFloat16, LessOrEqualBroadcast1dVectorFloat16Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000648
Keith Davisf500d6c2020-08-31 08:32:55 +0100649ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
650ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
651ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000652
653// NotEqual
Keith Davisf500d6c2020-08-31 08:32:55 +0100654ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimple, NotEqualSimpleTest)
655ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
656ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000657
Keith Davisf500d6c2020-08-31 08:32:55 +0100658ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleFloat16, NotEqualSimpleFloat16Test)
659ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementFloat16, NotEqualBroadcast1ElementFloat16Test)
660ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorFloat16, NotEqualBroadcast1dVectorFloat16Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000661
Keith Davisf500d6c2020-08-31 08:32:55 +0100662ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
663ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
664ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
Teresa Charlin2b030d92020-03-27 16:40:56 +0000665
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000666// Softmax
Sadik Armagan56785c72020-08-27 12:57:20 +0100667ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
668ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
669ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
670ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
Narumol Prangnawarat65d30962019-03-14 11:55:03 +0000671
Teresa Charlin8398edc2020-07-20 14:23:02 +0100672// LogSoftmax
Finn Williamsc43de6a2020-08-27 11:13:25 +0100673ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
Teresa Charlin8398edc2020-07-20 14:23:02 +0100674
Sadik Armaganf4464322018-12-20 16:19:12 +0000675// Space To Batch Nd
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100676ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
677ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
678ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
679ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000680
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100681ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
682ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
683ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
684ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000685
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100686ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
687ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
688ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
689ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000690
Sadik Armagan714fe5b2020-08-27 12:46:36 +0100691ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
692ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
693ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
694ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Sadik Armaganf4464322018-12-20 16:19:12 +0000695
James Conroyd2aa85e2019-07-01 17:12:40 +0100696// Space To Depth
Sadik Armagan5e719842020-08-28 12:17:33 +0100697ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
698ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
James Conroyd2aa85e2019-07-01 17:12:40 +0100699
Sadik Armagan5e719842020-08-28 12:17:33 +0100700ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1)
701ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroyd2aa85e2019-07-01 17:12:40 +0100702
Sadik Armagan5e719842020-08-28 12:17:33 +0100703ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
704ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroyd2aa85e2019-07-01 17:12:40 +0100705
Sadik Armagan5e719842020-08-28 12:17:33 +0100706ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
707ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
James Conroyd2aa85e2019-07-01 17:12:40 +0100708
Matthew Jacksond5166102019-07-31 14:06:28 +0100709// Stack
Sadik Armagan5e719842020-08-28 12:17:33 +0100710ARMNN_AUTO_TEST_CASE_WITH_THF(Stack0Axis, StackAxis0Float32Test)
711ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
712ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
713ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
714ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
715ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput5D, StackOutput5DFloat32Test)
716ARMNN_AUTO_TEST_CASE_WITH_THF(StackFloat16, StackFloat16Test)
Matthew Jacksond5166102019-07-31 14:06:28 +0100717
Aron Virginas-Tar94c4fef2019-11-25 15:37:08 +0000718// Slice
719ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
720ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
721ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
722ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
723ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
724ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
725ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
726ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
727ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
728ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
729ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
730ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
731
keidav01d74dc912018-12-10 18:16:07 +0000732// Strided Slice
Sadik Armagan5e719842020-08-28 12:17:33 +0100733ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
734ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
735ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
736ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
737ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
738ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32, StridedSliceShrinkAxisMaskCTSFloat32Test)
739ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskBitPosition0Dim3Float32,
Francis Murtaghec33a912019-11-05 14:26:23 +0000740 StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
Sadik Armagan5e719842020-08-28 12:17:33 +0100741ARMNN_AUTO_TEST_CASE_WITH_THF(
742 StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
743ARMNN_AUTO_TEST_CASE_WITH_THF(
744 StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
745ARMNN_AUTO_TEST_CASE_WITH_THF(
746 StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
747ARMNN_AUTO_TEST_CASE_WITH_THF(
748 StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
749ARMNN_AUTO_TEST_CASE_WITH_THF(
750 StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
751ARMNN_AUTO_TEST_CASE_WITH_THF(
752 StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
753ARMNN_AUTO_TEST_CASE_WITH_THF(
754 StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
755ARMNN_AUTO_TEST_CASE_WITH_THF(
756 StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
757ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
758ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
759ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
760ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
keidav01d74dc912018-12-10 18:16:07 +0000761
Sadik Armagan5e719842020-08-28 12:17:33 +0100762ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dUint8, StridedSlice4dUint8Test)
763ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
764ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
765ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
766ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
767ARMNN_AUTO_TEST_CASE_WITH_THF(
768 StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
769ARMNN_AUTO_TEST_CASE_WITH_THF(
770 StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
771ARMNN_AUTO_TEST_CASE_WITH_THF(
772 StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
773ARMNN_AUTO_TEST_CASE_WITH_THF(
774 StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
775ARMNN_AUTO_TEST_CASE_WITH_THF(
776 StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
777ARMNN_AUTO_TEST_CASE_WITH_THF(
778 StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
779ARMNN_AUTO_TEST_CASE_WITH_THF(
780 StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
781ARMNN_AUTO_TEST_CASE_WITH_THF(
782 StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
783ARMNN_AUTO_TEST_CASE_WITH_THF(
784 StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
785ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dUint8, StridedSlice3dUint8Test)
786ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
787ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dUint8, StridedSlice2dUint8Test)
788ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
keidav01d74dc912018-12-10 18:16:07 +0000789
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100790// Resize Bilinear - NCHW
Finn Williamsec36d3e2020-08-28 13:17:05 +0100791ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear,
792 SimpleResizeBilinearTest<DataType::Float32>,
793 DataLayout::NCHW)
794ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearInt8,
795 SimpleResizeBilinearTest<DataType::QAsymmS8>,
796 DataLayout::NCHW)
797ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8,
798 SimpleResizeBilinearTest<DataType::QAsymmU8>,
799 DataLayout::NCHW)
800ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop,
801 ResizeBilinearNopTest<DataType::Float32>,
802 DataLayout::NCHW)
803ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopInt8,
804 ResizeBilinearNopTest<DataType::QAsymmS8>,
805 DataLayout::NCHW)
806ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8,
807 ResizeBilinearNopTest<DataType::QAsymmU8>,
808 DataLayout::NCHW)
809ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin,
810 ResizeBilinearSqMinTest<DataType::Float32>,
811 DataLayout::NCHW)
812ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinInt8,
813 ResizeBilinearSqMinTest<DataType::QAsymmS8>,
814 DataLayout::NCHW)
815ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8,
816 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
817 DataLayout::NCHW)
818ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin,
819 ResizeBilinearMinTest<DataType::Float32>,
820 DataLayout::NCHW)
821ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinInt8,
822 ResizeBilinearMinTest<DataType::QAsymmS8>,
823 DataLayout::NCHW)
824ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8,
825 ResizeBilinearMinTest<DataType::QAsymmU8>,
826 DataLayout::NCHW)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100827
Finn Williamsec36d3e2020-08-28 13:17:05 +0100828ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear,
829 HalfPixelCentersResizeBilinearTest<DataType::Float32>,
830 DataLayout::NCHW)
831ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear,
832 AlignCornersResizeBilinearTest<DataType::Float32>,
833 DataLayout::NCHW)
834ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8,
835 HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
836 DataLayout::NCHW)
837ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8,
838 AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
839 DataLayout::NCHW)
840ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8,
841 HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
842 DataLayout::NCHW)
843ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8,
844 AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
845 DataLayout::NCHW)
Teresa Charlin686f45c2020-07-23 17:59:00 +0100846
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100847// Resize Bilinear - NHWC
Finn Williamsec36d3e2020-08-28 13:17:05 +0100848ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc,
849 ResizeBilinearNopTest<DataType::Float32>,
850 DataLayout::NHWC)
851ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopInt8Nhwc,
852 ResizeBilinearNopTest<DataType::QAsymmS8>,
853 DataLayout::NHWC)
854ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc,
855 ResizeBilinearNopTest<DataType::QAsymmU8>,
856 DataLayout::NHWC)
857ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc,
858 SimpleResizeBilinearTest<DataType::Float32>,
859 DataLayout::NHWC)
860ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearInt8Nhwc,
861 SimpleResizeBilinearTest<DataType::QAsymmS8>,
862 DataLayout::NHWC)
863ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc,
864 SimpleResizeBilinearTest<DataType::QAsymmU8>,
865 DataLayout::NHWC)
866ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc,
867 ResizeBilinearSqMinTest<DataType::Float32>,
868 DataLayout::NHWC)
869ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinInt8Nhwc,
870 ResizeBilinearSqMinTest<DataType::QAsymmS8>,
871 DataLayout::NHWC)
872ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc,
873 ResizeBilinearSqMinTest<DataType::QAsymmU8>,
874 DataLayout::NHWC)
875ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc,
876 ResizeBilinearMinTest<DataType::Float32>,
877 DataLayout::NHWC)
878ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinInt8Nhwc,
879 ResizeBilinearMinTest<DataType::QAsymmS8>,
880 DataLayout::NHWC)
881ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc,
882 ResizeBilinearMinTest<DataType::QAsymmU8>,
883 DataLayout::NHWC)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100884
Finn Williamsec36d3e2020-08-28 13:17:05 +0100885ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc,
886 HalfPixelCentersResizeBilinearTest<DataType::Float32>,
887 DataLayout::NHWC)
888ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc,
889 AlignCornersResizeBilinearTest<DataType::Float32>,
890 DataLayout::NHWC)
891ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc,
892 HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
893 DataLayout::NHWC)
894ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc,
895 AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
896 DataLayout::NHWC)
897ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc,
898 HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
899 DataLayout::NHWC)
900ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc,
901 AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
902 DataLayout::NHWC)
Teresa Charlin686f45c2020-07-23 17:59:00 +0100903
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100904// Resize NearestNeighbor - NCHW
Finn Williamsec36d3e2020-08-28 13:17:05 +0100905ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor,
906 SimpleResizeNearestNeighborTest<DataType::Float32>,
907 DataLayout::NCHW)
908ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborInt8,
909 SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
910 DataLayout::NCHW)
911ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8,
912 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
913 DataLayout::NCHW)
914ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop,
915 ResizeNearestNeighborNopTest<DataType::Float32>,
916 DataLayout::NCHW)
917ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopInt8,
918 ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
919 DataLayout::NCHW)
920ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8,
921 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
922 DataLayout::NCHW)
923ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin,
924 ResizeNearestNeighborSqMinTest<DataType::Float32>,
925 DataLayout::NCHW)
926ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinInt8,
927 ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
928 DataLayout::NCHW)
929ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8,
930 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
931 DataLayout::NCHW)
932ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin,
933 ResizeNearestNeighborMinTest<DataType::Float32>,
934 DataLayout::NCHW)
935ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinInt8,
936 ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
937 DataLayout::NCHW)
938ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8,
939 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
940 DataLayout::NCHW)
941ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag,
942 ResizeNearestNeighborMagTest<DataType::Float32>,
943 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
944ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagInt8,
945 ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
946 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
947ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8,
948 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
949 DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100950
Finn Williamsec36d3e2020-08-28 13:17:05 +0100951ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour,
952 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
953 DataLayout::NCHW)
954ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour,
955 AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
956 DataLayout::NCHW)
957ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8,
958 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
959 DataLayout::NCHW)
960ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8,
961 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
962 DataLayout::NCHW)
963ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8,
964 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
965 DataLayout::NCHW)
966ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8,
967 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
968 DataLayout::NCHW)
Teresa Charlin686f45c2020-07-23 17:59:00 +0100969
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +0100970// Resize NearestNeighbor - NHWC
Finn Williamsec36d3e2020-08-28 13:17:05 +0100971ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc,
972 ResizeNearestNeighborNopTest<DataType::Float32>,
973 DataLayout::NHWC)
974ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopInt8Nhwc,
975 ResizeNearestNeighborNopTest<DataType::QAsymmS8>,
976 DataLayout::NHWC)
977ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc,
978 ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
979 DataLayout::NHWC)
980ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc,
981 SimpleResizeNearestNeighborTest<DataType::Float32>,
982 DataLayout::NHWC)
983ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborInt8Nhwc,
984 SimpleResizeNearestNeighborTest<DataType::QAsymmS8>,
985 DataLayout::NHWC)
986ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc,
987 SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
988 DataLayout::NHWC)
989ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc,
990 ResizeNearestNeighborSqMinTest<DataType::Float32>,
991 DataLayout::NHWC)
992ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinInt8Nhwc,
993 ResizeNearestNeighborSqMinTest<DataType::QAsymmS8>,
994 DataLayout::NHWC)
995ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc,
996 ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
997 DataLayout::NHWC)
998ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc,
999 ResizeNearestNeighborMinTest<DataType::Float32>,
1000 DataLayout::NHWC)
1001ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinInt8Nhwc,
1002 ResizeNearestNeighborMinTest<DataType::QAsymmS8>,
1003 DataLayout::NHWC)
1004ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc,
1005 ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
1006 DataLayout::NHWC)
1007ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc,
1008 ResizeNearestNeighborMagTest<DataType::Float32>,
1009 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
1010ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagInt8Nhwc,
1011 ResizeNearestNeighborMagTest<DataType::QAsymmS8>,
1012 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
1013ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc,
1014 ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
1015 DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tarcc0cefb2019-07-02 17:25:47 +01001016
Finn Williamsec36d3e2020-08-28 13:17:05 +01001017ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNhwc,
1018 HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
1019 DataLayout::NHWC)
1020ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNhwc,
1021 AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
1022 DataLayout::NHWC)
1023ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nhwc,
1024 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1025 DataLayout::NHWC)
1026ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8Nhwc,
1027 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
1028 DataLayout::NHWC)
1029ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nhwc,
1030 HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1031 DataLayout::NHWC)
1032ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nhwc,
1033 AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
1034 DataLayout::NHWC)
Teresa Charlin686f45c2020-07-23 17:59:00 +01001035
Aron Virginas-Tar1a763dd2019-09-10 12:32:08 +01001036// Rsqrt
Keith Davis33a626f2020-08-27 15:38:12 +01001037ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
1038ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
1039ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
1040ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Aron Virginas-Tar1a763dd2019-09-10 12:32:08 +01001041
Sadik Armagan20ec2492019-05-31 09:09:44 +01001042// Quantize
Finn Williamsec36d3e2020-08-28 13:17:05 +01001043ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
1044ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampUint8, QuantizeClampUint8Test)
Sadik Armagan20ec2492019-05-31 09:09:44 +01001045
Jim Flynn983daec2019-05-29 16:20:16 +01001046// Dequantize
Jim Flynn983daec2019-05-29 16:20:16 +01001047ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
1048ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Jan Eilersf7107932019-11-01 11:09:36 +00001049ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
1050ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8ToFp16, DequantizeSimpleUint8ToFp16Test)
1051ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16ToFp16, DequantizeSimpleInt16ToFp16Test)
Jim Flynn983daec2019-05-29 16:20:16 +01001052
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001053// Transpose
Finn Williamsec36d3e2020-08-28 13:17:05 +01001054ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
1055ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
1056ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
1057ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
1058ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymmS8, SimpleTransposeTest<DataType::QAsymmS8>)
1059ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
1060ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
1061ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
1062ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
1063ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
1064ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
1065ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
1066ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
1067ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
1068ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
1069ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
Mike Kellyc9ea45a2020-02-28 18:11:58 +00001070
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +01001071// TransposeConvolution2d
Finn Williamsec36d3e2020-08-28 13:17:05 +01001072ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw,
1073 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1074 true,
1075 DataLayout::NCHW)
1076ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc,
1077 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1078 true,
1079 DataLayout::NHWC)
1080ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw,
1081 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1082 true,
1083 DataLayout::NCHW)
1084ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc,
1085 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1086 true,
1087 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +01001088
Finn Williamsec36d3e2020-08-28 13:17:05 +01001089ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw,
1090 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1091 false,
1092 DataLayout::NCHW)
1093ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
1094 SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1095 true,
1096 DataLayout::NHWC)
1097ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
1098 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1099 true,
1100 DataLayout::NCHW)
1101ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
1102 SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1103 true,
1104 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +01001105
Finn Williamsec36d3e2020-08-28 13:17:05 +01001106ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw,
1107 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1108 true,
1109 DataLayout::NCHW)
1110ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc,
1111 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1112 true,
1113 DataLayout::NHWC)
1114ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw,
1115 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1116 true,
1117 DataLayout::NCHW)
1118ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc,
1119 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1120 true,
1121 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +01001122
Finn Williamsec36d3e2020-08-28 13:17:05 +01001123ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw,
1124 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1125 false,
1126 DataLayout::NCHW)
1127ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
1128 PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1129 true,
1130 DataLayout::NHWC)
1131ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
1132 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1133 true,
1134 DataLayout::NCHW)
1135ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
1136 PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1137 true,
1138 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +01001139
Finn Williamsec36d3e2020-08-28 13:17:05 +01001140ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw,
1141 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1142 true,
1143 DataLayout::NCHW)
1144ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc,
1145 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1146 true,
1147 DataLayout::NHWC)
1148ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw,
1149 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1150 true,
1151 DataLayout::NCHW)
1152ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc,
1153 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1154 true,
1155 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +01001156
Finn Williamsec36d3e2020-08-28 13:17:05 +01001157ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw,
1158 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1159 false,
1160 DataLayout::NCHW)
1161ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc,
1162 StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1163 true,
1164 DataLayout::NHWC)
1165ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw,
1166 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1167 true,
1168 DataLayout::NCHW)
1169ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
1170 StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1171 true,
1172 DataLayout::NHWC)
Aron Virginas-Tar7a3e2fe2019-06-27 18:54:47 +01001173
Finn Williamsec36d3e2020-08-28 13:17:05 +01001174ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw,
1175 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1176 DataLayout::NCHW)
1177ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc,
1178 MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
1179 DataLayout::NHWC)
1180ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw,
1181 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1182 DataLayout::NCHW)
1183ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc,
1184 MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
1185 DataLayout::NHWC)
Aron Virginas-Taraec942c2019-08-14 14:37:42 +01001186
Aron Virginas-Tar82046942019-09-09 15:18:29 +01001187// Abs
Keith Davis33a626f2020-08-27 15:38:12 +01001188ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest<DataType::Float32>)
1189ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest<DataType::Float32>)
Aron Virginas-Tar82046942019-09-09 15:18:29 +01001190
Keith Davis33a626f2020-08-27 15:38:12 +01001191ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest<DataType::Float32>)
Aron Virginas-Tar82046942019-09-09 15:18:29 +01001192
Keith Davis33a626f2020-08-27 15:38:12 +01001193ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dFloat16, Abs2dTest<DataType::Float16>)
1194ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dFloat16, Abs3dTest<DataType::Float16>)
Kevin Mayb6482f32019-09-11 12:31:38 +01001195
Keith Davis33a626f2020-08-27 15:38:12 +01001196ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroFloat16, AbsZeroTest<DataType::Float16>)
Kevin Mayb6482f32019-09-11 12:31:38 +01001197
James Conroy2dc05722019-09-19 17:00:31 +01001198// ArgMinMax
Sadik Armagan43528ac2020-08-27 09:06:40 +01001199ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
1200ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
1201ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
1202ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
1203ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
1204ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
James Conroy2dc05722019-09-19 17:00:31 +01001205
Sadik Armagan43528ac2020-08-27 09:06:40 +01001206ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
1207ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
1208ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
1209ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
1210ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>)
1211ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>)
Ryan OShea1426a3f2020-01-23 11:56:05 +00001212
Sadik Armaganac472102020-03-24 09:54:36 +00001213// Neg
Keith Davis33a626f2020-08-27 15:38:12 +01001214ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest<DataType::Float32>)
1215ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest<DataType::Float32>)
1216ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest<DataType::Float32>)
1217ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest<DataType::Float32>)
1218ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2dFloat16, Neg2dTest<DataType::Float16>)
1219ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3dFloat16, Neg3dTest<DataType::Float16>)
Sadik Armaganac472102020-03-24 09:54:36 +00001220
Sadik Armagan9fabf432020-05-27 13:40:58 +01001221// Exp
Keith Davis33a626f2020-08-27 15:38:12 +01001222ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest<DataType::Float32>)
1223ARMNN_AUTO_TEST_CASE_WITH_THF(Exo3d, Exp3dTest<DataType::Float32>)
1224ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest<DataType::Float32>)
1225ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest<DataType::Float32>)
1226ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2dFloat16, Exp2dTest<DataType::Float16>)
1227ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3dFloat16, Exp3dTest<DataType::Float16>)
Sadik Armagan9fabf432020-05-27 13:40:58 +01001228
James Conroyfe3ec942020-11-18 14:20:53 +00001229// Logical
1230ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNot, LogicalNotTest)
1231ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNotInt, LogicalNotIntTest)
1232
1233ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAnd, LogicalAndTest)
1234ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndInt, LogicalAndIntTest)
1235ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast1, LogicalAndBroadcast1Test)
1236ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast2, LogicalAndBroadcast2Test)
1237ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast3, LogicalAndBroadcast3Test)
1238
1239ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOr, LogicalOrTest)
1240ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrInt, LogicalOrIntTest)
1241ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast1, LogicalOrBroadcast1Test)
1242ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast2, LogicalOrBroadcast2Test)
1243ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast3, LogicalOrBroadcast3Test)
1244
Matteo Martincighdb16dd32019-08-27 16:41:11 +01001245#if defined(ARMNNREF_ENABLED)
Matteo Martincighe67edb22019-08-14 14:05:46 +01001246
1247// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
1248// if the reference backend is not built
1249
telsoa014fcda012018-03-09 14:13:49 +00001250// ============================================================================
1251// COMPARE tests
1252
Sadik Armagan56785c72020-08-27 12:57:20 +01001253ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
1254ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
1255ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
Matteo Martincighe67edb22019-08-14 14:05:46 +01001256
Keith Davisf500d6c2020-08-31 08:32:55 +01001257ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareConv2dWithReference, CompareConvolution2dTest)
telsoa014fcda012018-03-09 14:13:49 +00001258
Keith Davisf500d6c2020-08-31 08:32:55 +01001259ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +00001260 CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001261 DataLayout::NCHW)
Keith Davisf500d6c2020-08-31 08:32:55 +01001262ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +00001263 CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001264 DataLayout::NCHW)
jimfly017af00da2018-10-31 14:43:53 +00001265
Keith Davisf500d6c2020-08-31 08:32:55 +01001266ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +00001267 CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001268 DataLayout::NHWC)
Keith Davisf500d6c2020-08-31 08:32:55 +01001269ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong649dd952019-01-22 16:10:44 +00001270 CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001271 DataLayout::NHWC)
telsoa014fcda012018-03-09 14:13:49 +00001272
Finn Williams826a5432020-08-27 16:15:20 +01001273ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationWithinWithReference, CompareNormalizationTest,
1274 NormalizationAlgorithmChannel::Within,
1275 NormalizationAlgorithmMethod::LocalBrightness)
1276ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
1277 NormalizationAlgorithmChannel::Across,
1278 NormalizationAlgorithmMethod::LocalBrightness)
telsoa014fcda012018-03-09 14:13:49 +00001279
Finn Williams826a5432020-08-27 16:15:20 +01001280ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max)
telsoa014fcda012018-03-09 14:13:49 +00001281
Finn Williams826a5432020-08-27 16:15:20 +01001282ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithRef,
1283 ComparePooling2dTest, PoolingAlgorithm::Average)
1284ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
1285 PoolingAlgorithm::Average)
telsoa014fcda012018-03-09 14:13:49 +00001286
Finn Williams826a5432020-08-27 16:15:20 +01001287ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2)
telsoa014fcda012018-03-09 14:13:49 +00001288
Keith Davis33a626f2020-08-27 15:38:12 +01001289ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAddition, CompareAdditionTest)
telsoa014fcda012018-03-09 14:13:49 +00001290
Keith Davis33a626f2020-08-27 15:38:12 +01001291ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMultiplicationWithRef, CompareMultiplicationTest)
telsoa014fcda012018-03-09 14:13:49 +00001292
Keith Davis33a626f2020-08-27 15:38:12 +01001293ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareBatchNorm, CompareBatchNormTest)
telsoa014fcda012018-03-09 14:13:49 +00001294
Keith Davis33a626f2020-08-27 15:38:12 +01001295ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
1296ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
telsoa014fcda012018-03-09 14:13:49 +00001297
1298// ============================================================================
1299// FIXTURE tests
1300
Keith Davis33a626f2020-08-27 15:38:12 +01001301ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSigmoidActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001302 CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001303
Keith Davis33a626f2020-08-27 15:38:12 +01001304ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareTanhActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001305 CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001306
Keith Davis33a626f2020-08-27 15:38:12 +01001307ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLinearActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001308 CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001309
Keith Davis33a626f2020-08-27 15:38:12 +01001310ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001311 CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001312
Keith Davis33a626f2020-08-27 15:38:12 +01001313ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001314 CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
Keith Davis33a626f2020-08-27 15:38:12 +01001315ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001316 CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa014fcda012018-03-09 14:13:49 +00001317
Keith Davis33a626f2020-08-27 15:38:12 +01001318ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSoftReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001319 CompareActivationTest, ActivationFunction::SoftReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001320
Keith Davis33a626f2020-08-27 15:38:12 +01001321ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLeakyReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001322 CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001323
Keith Davis33a626f2020-08-27 15:38:12 +01001324ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareAbsActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001325 CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001326
Keith Davis33a626f2020-08-27 15:38:12 +01001327ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSqrtActivationWithReference, PositiveActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001328 CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001329
Keith Davis33a626f2020-08-27 15:38:12 +01001330ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSquareActivationWithReference, ActivationFixture,
Aron Virginas-Tard8edabb2019-08-12 14:29:59 +01001331 CompareActivationTest, ActivationFunction::Square, 5u)
telsoa014fcda012018-03-09 14:13:49 +00001332
Keith Davis33a626f2020-08-27 15:38:12 +01001333ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareEluActivationWithReference, ActivationFixture,
Teresa Charline32c8442020-03-05 14:41:50 +00001334 CompareActivationTest, ActivationFunction::Elu, 5u)
1335
Matteo Martincighe67edb22019-08-14 14:05:46 +01001336#endif
1337
telsoa014fcda012018-03-09 14:13:49 +00001338BOOST_AUTO_TEST_SUITE_END()