Blame - src/backends/cl/test/ClLayerTests.cpp - ml/armnn

blob: 20eb4137622fa636f674bdb153d9609b6ba1f2db [file] [log] [blame]

telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1	//
				2	// Copyright © 2017 Arm Ltd. All rights reserved.
David Beck	ecb56cd	2018-09-05 12:52:57 +0100	[diff] [blame]	3	// SPDX-License-Identifier: MIT
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	4	//
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	5
				6	#include "ClContextControlFixture.hpp"
Aron Virginas-Tar	5605519	2018-11-12 18:10:43 +0000	[diff] [blame]	7	#include "ClWorkloadFactoryHelper.hpp"
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	8
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	9	#include "test/TensorHelpers.hpp"
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	10	#include "test/UnitTests.hpp"
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	11
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	12	#include <backendsCommon/CpuTensorHandle.hpp>
				13	#include <cl/ClLayerSupport.hpp>
				14	#include <cl/ClWorkloadFactory.hpp>
				15	#include <cl/workloads/ClWorkloadUtils.hpp>
				16	#include <reference/RefWorkloadFactory.hpp>
				17	#include <backendsCommon/test/ActivationFixture.hpp>
				18	#include <backendsCommon/test/LayerTests.hpp>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	19
				20	#include <arm_compute/core/CL/CLKernelLibrary.h>
				21	#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	22
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	23	#include <boost/test/unit_test.hpp>
				24
				25	#include <iostream>
				26	#include <string>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	27
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	28	BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	29	using FactoryType = armnn::ClWorkloadFactory;
				30
				31	// ============================================================================
				32	// UNIT tests
				33
				34	// Activation
				35	ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
				36
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	37	ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
				38	ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
				39
Finn Williams	b5b9bdf	2019-02-18 10:07:34 +0000	[diff] [blame]	40	ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest)
				41	ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test)
				42
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	43	// Batch To Space
Francis Murtagh	57f13d5	2019-06-24 14:24:36 +0100	[diff] [blame]	44	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<armnn::DataType::Float32>)
				45	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<armnn::DataType::Float32>)
				46	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<armnn::DataType::Float32>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	47
Francis Murtagh	57f13d5	2019-06-24 14:24:36 +0100	[diff] [blame]	48	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<armnn::DataType::Float32>)
				49	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<armnn::DataType::Float32>)
				50	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<armnn::DataType::Float32>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	51
Francis Murtagh	57f13d5	2019-06-24 14:24:36 +0100	[diff] [blame]	52	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<armnn::DataType::QuantisedAsymm8>)
				53	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<armnn::DataType::QuantisedAsymm8>)
				54	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<armnn::DataType::QuantisedAsymm8>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	55
Francis Murtagh	57f13d5	2019-06-24 14:24:36 +0100	[diff] [blame]	56	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<armnn::DataType::QuantisedAsymm8>)
				57	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<armnn::DataType::QuantisedAsymm8>)
				58	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<armnn::DataType::QuantisedAsymm8>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	59
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	60	// Fully Connected
				61	ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
				62	ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
				63	ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	64	ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, false)
				65	ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	66
				67	ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
				68	ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
				69
				70	// Convolution
				71	ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
				72
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	73	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW)
				74	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC)
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	75	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW)
				76	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC)
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	77	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW)
				78	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC)
Mike Kelly	7332ed8	2018-12-20 17:03:06 +0000	[diff] [blame]	79	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
				80	SimpleConvolution2d3x3Stride2x2Test, false, armnn::DataLayout::NHWC)
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	81
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	82	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW)
				83	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW)
				84
				85	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC)
narpra01	f97debb	2018-11-09 09:27:31 +0000	[diff] [blame]	86	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
				87	Convolution2dAsymmetricPaddingTest,
				88	armnn::DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	89
Francis Murtagh	d59116e	2018-10-04 16:03:07 +0100	[diff] [blame]	90	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
				91
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	92	// Depthwise Convolution
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	93	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
				94	DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW)
				95	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
				96	DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW)
				97	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
				98	DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW)
				99	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
				100	DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW)
				101
				102	// NHWC Depthwise Convolution
				103	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
				104	DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC)
				105	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
				106	DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC)
				107	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
				108	DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC)
				109	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
				110	DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC)
Bruno Goncalves	22972f0	2019-04-26 21:03:24 -0300	[diff] [blame]	111	ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
				112	SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	113
				114
Nikhil Raj	cec6b65	2018-10-12 13:51:57 +0100	[diff] [blame]	115	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	116
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	117	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
				118	DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW)
				119	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
				120	DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW)
				121	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
				122	DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC)
				123	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
				124	DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC)
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	125
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	126	// Splitter
				127	ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest)
				128	ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	129
				130	ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest)
				131	ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
				132
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	133	// Concat
				134	ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
				135	ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
Narumol Prangnawarat	71c80b1	2019-06-17 17:45:43 +0100	[diff] [blame]	136	ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
				137	ConcatDifferentInputOutputQParamTest<armnn::DataType::QuantisedAsymm8>, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	138
narpra01	55a97bc	2018-10-02 14:35:53 +0100	[diff] [blame]	139	// Normalization
				140	ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
				141	ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
				142	ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
				143
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	144	// Pooling
				145	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
				146	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
				147
				148	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
				149	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
				150	ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
				151	ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
				152
				153	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
				154	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
				155	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
				156	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	157	IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	158	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
				159	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
				160
				161	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
				162	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
				163	ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
				164	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
				165
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	166	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW)
				167	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC)
				168	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW)
				169	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC)
				170
				171	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW)
				172	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NHWC)
				173	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW)
				174	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC)
				175
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	176	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
				177	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				178	false)
				179	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
				180	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				181	true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	182	ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
				183	ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
				184
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	185	ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW)
				186	ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC)
				187	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW)
				188
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	189	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
				190	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
				191	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
				192	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
				193	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
				194	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
				195	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
				196	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
				197	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
				198	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
				199
				200	// Add
				201	ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
				202	ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck	4a8692c	2018-09-07 16:19:24 +0100	[diff] [blame]	203	ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
				204
				205	ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
				206	ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
				207	ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
				208
				209	// Sub
				210	ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
Mohamed Nour Abouelseoud	3d93bc4	2018-11-21 10:35:17 +0000	[diff] [blame]	211	ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
				212	ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
				213
				214	ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
				215	ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
				216	ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck	4a8692c	2018-09-07 16:19:24 +0100	[diff] [blame]	217
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	218	// Div
				219	ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beck	bc39245	2018-09-10 14:47:28 +0100	[diff] [blame]	220	ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	221	ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
				222	ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck	5cd01f3	2018-09-12 16:00:08 +0100	[diff] [blame]	223	// NOTE: quantized division is not supported by CL and not required by the
				224	// android NN api
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	225
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	226	// Mul
				227	ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	228	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
				229	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Bentham	e2ec330	2018-10-01 11:32:48 +0100	[diff] [blame]	230	ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
				231	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
				232	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	233
				234	// Batch Norm
				235	ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest)
Nikhil Raj	d134093	2018-10-18 14:27:50 +0100	[diff] [blame]	236	ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	237
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	238	// L2 Normalization
jimfly01	3aab7c3	2018-11-12 13:32:08 +0000	[diff] [blame]	239	ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, armnn::DataLayout::NCHW)
				240	ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, armnn::DataLayout::NCHW)
				241	ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, armnn::DataLayout::NCHW)
				242	ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, armnn::DataLayout::NCHW)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	243
jimfly01	3aab7c3	2018-11-12 13:32:08 +0000	[diff] [blame]	244	ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, armnn::DataLayout::NHWC)
				245	ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, armnn::DataLayout::NHWC)
				246	ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, armnn::DataLayout::NHWC)
				247	ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, armnn::DataLayout::NHWC)
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	248
Ferran Balaguer	05bf054	2019-06-18 16:46:00 +0100	[diff] [blame]	249	ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, armnn::DataLayout::NCHW)
				250	ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, armnn::DataLayout::NCHW)
				251
James Conroy	074f371	2018-10-03 09:32:03 +0100	[diff] [blame]	252	// Resize Bilinear - NCHW data layout
Ellen Norris-Thompson	c4223d1	2019-06-10 14:15:12 +0100	[diff] [blame]	253	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear, SimpleResizeBilinearTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW)
				254	ARMNN_AUTO_TEST_CASE(ResizeBilinearNop, ResizeBilinearNopTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW)
				255	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin, ResizeBilinearSqMinTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW)
				256	ARMNN_AUTO_TEST_CASE(ResizeBilinearMin, ResizeBilinearMinTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW)
				257	ARMNN_AUTO_TEST_CASE(ResizeBilinearMag, ResizeBilinearMagTest<armnn::DataType::Float32>, armnn::DataLayout::NCHW)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	258
James Conroy	074f371	2018-10-03 09:32:03 +0100	[diff] [blame]	259	// Resize Bilinear - NHWC data layout
Ellen Norris-Thompson	c4223d1	2019-06-10 14:15:12 +0100	[diff] [blame]	260	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
				261	ResizeBilinearNopTest<armnn::DataType::Float32>,
				262	armnn::DataLayout::NHWC)
				263	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
				264	SimpleResizeBilinearTest<armnn::DataType::Float32>,
				265	armnn::DataLayout::NHWC)
				266	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
				267	ResizeBilinearSqMinTest<armnn::DataType::Float32>,
				268	armnn::DataLayout::NHWC)
				269	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
				270	ResizeBilinearMinTest<armnn::DataType::Float32>,
				271	armnn::DataLayout::NHWC)
				272	ARMNN_AUTO_TEST_CASE(ResizeBilinearMagNhwc,
				273	ResizeBilinearMagTest<armnn::DataType::Float32>,
				274	armnn::DataLayout::NHWC)
James Conroy	074f371	2018-10-03 09:32:03 +0100	[diff] [blame]	275
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	276	// Constant
				277	ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	278	ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	279
				280	// Concat
				281	ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	282	ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	283
				284	ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	285	ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	286	ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	287	ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test)
				288
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	289	ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	290	ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	291	ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	292	ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	293
				294	ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	295	ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	296	ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	297	ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	298	ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	299	ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, false)
				300
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	301	ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	302	ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	303	ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	304	ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	305	ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	306	ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, false)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	307
				308	ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test)
				309	ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test)
				310	ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	311	ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test)
				312	ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test)
				313	ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, false)
				314
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	315	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test)
				316	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test)
				317	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	318	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test)
				319	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test)
				320	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	321
				322	// Floor
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	323	ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<armnn::DataType::Float32>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	324
				325	// Reshape
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	326	ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
				327	ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QuantisedAsymm8>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	328
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	329	// Pad
Mohamed Nour Abouelseoud	dd6acea	2018-10-18 12:26:19 +0100	[diff] [blame]	330	ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
				331	ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
				332	ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	333
Nikhil Raj	91e4c6d	2019-07-05 12:22:58 +0100	[diff] [blame]	334	// PReLU
				335	ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<armnn::DataType::Float32>)
				336	ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<armnn::DataType::QuantisedAsymm8>)
				337
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	338	// Permute
				339	ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteFloat32Test)
				340	ARMNN_AUTO_TEST_CASE(SimplePermuteUint8, SimplePermuteUint8Test)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	341	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1, PermuteFloat32ValueSet1Test)
				342	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2, PermuteFloat32ValueSet2Test)
				343	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3, PermuteFloat32ValueSet3Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	344
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	345	// Lstm
				346	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	347	LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	348	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
				349	LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
				350	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	351	LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	352
				353	// Convert from Float16 to Float32
				354	ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
				355	// Convert from Float32 to Float16
				356	ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
				357
Éanna Ó Catháin	47c1ddb	2018-10-12 14:24:13 +0100	[diff] [blame]	358	ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
				359
keidav01	a959ee5	2018-12-19 10:04:58 +0000	[diff] [blame]	360	//Max
				361	ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest)
				362	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
				363	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
				364	ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
				365	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
				366	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
				367
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	368	// Mean
James Conroy	4d1ff58	2019-06-10 17:06:39 +0100	[diff] [blame]	369	ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<armnn::DataType::Float32>)
				370	ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<armnn::DataType::Float32>)
				371	ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<armnn::DataType::Float32>)
				372	ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<armnn::DataType::Float32>)
				373	ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<armnn::DataType::Float32>)
				374	ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<armnn::DataType::Float32>)
				375	ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<armnn::DataType::Float32>)
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	376
James Conroy	4d1ff58	2019-06-10 17:06:39 +0100	[diff] [blame]	377	ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<armnn::DataType::QuantisedAsymm8>)
				378	ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<armnn::DataType::QuantisedAsymm8>)
				379	ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<armnn::DataType::QuantisedAsymm8>)
				380	ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<armnn::DataType::QuantisedAsymm8>)
				381	ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<armnn::DataType::QuantisedAsymm8>)
				382	ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<armnn::DataType::QuantisedAsymm8>)
				383	ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<armnn::DataType::QuantisedAsymm8>)
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	384
saoste01	9292aa3	2019-01-08 13:55:59 +0000	[diff] [blame]	385	// Minimum
				386	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1)
				387	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2)
				388	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
				389
Nattapat Chaimanowong	c6a41ff	2019-01-29 09:56:02 +0000	[diff] [blame]	390	// Greater
				391	ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
				392	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
				393	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
				394	ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
				395	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
				396	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
				397
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	398	// Softmax
				399	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
				400	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
				401	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
				402	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
				403
				404	ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
				405	ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
				406
				407	ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
				408	ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
				409
				410	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
				411	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
				412	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
				413
Sadik Armagan	f446432	2018-12-20 16:19:12 +0000	[diff] [blame]	414	// Space To Batch Nd
				415	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
				416	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
				417	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
				418	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
				419
				420	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
				421	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
				422	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
				423	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
				424
				425	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test)
				426	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test)
				427	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test)
				428	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test)
				429
				430	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test)
				431	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test)
				432	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test)
				433	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test)
				434
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame^]	435	// Space To Depth
				436	ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWAsymmQ8, SpaceToDepthNCHWAsymmQ8Test)
				437	ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCAsymmQ8, SpaceToDepthNHWCAsymmQ8Test)
				438
				439	ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC1Float32, SpaceToDepthNHWCFloat32Test1)
				440	ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW1Float32, SpaceToDepthNCHWFloat32Test1)
				441
				442	ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC2Float32, SpaceToDepthNHWCFloat32Test2)
				443	ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW2Float32, SpaceToDepthNCHWFloat32Test2)
				444
				445	ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCQSymm16, SpaceToDepthNHWCQSymm16Test)
				446	ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWQSymm16, SpaceToDepthNCHWQSymm16Test)
				447
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	448	// Strided Slice
				449	ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test)
				450	ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test)
				451	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
				452	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
				453	ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
				454	ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test)
				455	ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test)
				456	ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test)
				457	ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test)
				458
				459	ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test)
				460	ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test)
				461	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
				462	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
				463	ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
				464	ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test)
				465	ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test)
				466	ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test)
				467	ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test)
				468
Sadik Armagan	20ec249	2019-05-31 09:09:44 +0100	[diff] [blame]	469	// Quantize
				470	ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
				471	ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
				472
Jim Flynn	983daec	2019-05-29 16:20:16 +0100	[diff] [blame]	473	// Dequantize
				474	// NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732)
				475	// CLDequantizationLayerKernel accepts DataType::QASYMM8 input
				476	// and can output DataType::F16 or DataType::F32
				477	ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
				478	ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
				479
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	480	// TransposeConvolution2d
				481	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, SimpleTransposeConvolution2dFloatNchwTest)
				482	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, SimpleTransposeConvolution2dFloatNhwcTest)
				483	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, SimpleTransposeConvolution2dUint8NchwTest)
				484	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, SimpleTransposeConvolution2dUint8NhwcTest)
				485
				486	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, UnbiasedSimpleTransposeConvolution2dFloatNchwTest)
				487	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, UnbiasedSimpleTransposeConvolution2dFloatNhwcTest)
				488	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, UnbiasedSimpleTransposeConvolution2dUint8NchwTest)
				489	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, UnbiasedSimpleTransposeConvolution2dUint8NhwcTest)
				490
				491	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, PaddedTransposeConvolution2dFloatNchwTest)
				492	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, PaddedTransposeConvolution2dFloatNhwcTest)
				493	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, PaddedTransposeConvolution2dUint8NchwTest)
				494	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, PaddedTransposeConvolution2dUint8NhwcTest)
				495
				496	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, UnbiasedPaddedTransposeConvolution2dFloatNchwTest)
				497	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, UnbiasedPaddedTransposeConvolution2dFloatNhwcTest)
				498	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, UnbiasedPaddedTransposeConvolution2dUint8NchwTest)
				499	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, UnbiasedPaddedTransposeConvolution2dUint8NhwcTest)
				500
				501	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, StridedTransposeConvolution2dFloatNhwcTest)
				502	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, StridedTransposeConvolution2dFloatNchwTest)
				503	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, StridedTransposeConvolution2dUint8NhwcTest)
				504	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, StridedTransposeConvolution2dUint8NchwTest)
				505
				506	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, UnbiasedStridedTransposeConvolution2dFloatNhwcTest)
				507	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, UnbiasedStridedTransposeConvolution2dFloatNchwTest)
				508	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, UnbiasedStridedTransposeConvolution2dUint8NhwcTest)
				509	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, UnbiasedStridedTransposeConvolution2dUint8NchwTest)
				510
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	511	// ============================================================================
				512	// COMPARE tests
				513
				514	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
				515
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	516	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	517	CompareDepthwiseConvolution2dFloatTest,
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	518	armnn::DataLayout::NCHW)
				519	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	520	CompareDepthwiseConvolution2dUint8Test,
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	521	armnn::DataLayout::NCHW)
				522
				523	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	524	CompareDepthwiseConvolution2dFloatTest,
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	525	armnn::DataLayout::NHWC)
				526	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	527	CompareDepthwiseConvolution2dUint8Test,
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	528	armnn::DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	529
				530	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
				531	armnn::NormalizationAlgorithmChannel::Within,
				532	armnn::NormalizationAlgorithmMethod::LocalBrightness)
				533	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
				534	armnn::NormalizationAlgorithmChannel::Across,
				535	armnn::NormalizationAlgorithmMethod::LocalBrightness)
				536
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	537	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Max)
				538
				539	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Average)
				540	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
				541	armnn::PoolingAlgorithm::Average)
				542
				543	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::L2)
				544
				545	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
				546
				547	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
				548
				549	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
				550
				551	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
				552	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
				553
				554	// ============================================================================
				555	// FIXTURE tests
				556
				557	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
				558	CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u)
				559
				560	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
				561	CompareActivationTest, armnn::ActivationFunction::TanH, 5u)
				562
				563	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
				564	CompareActivationTest, armnn::ActivationFunction::Linear, 5u)
				565
				566	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
				567	CompareActivationTest, armnn::ActivationFunction::ReLu, 5u)
				568
				569	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
				570	CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u)
				571	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
				572	CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu)
				573
				574	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
				575	CompareActivationTest, armnn::ActivationFunction::SoftReLu, 5u)
				576
				577	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
				578	CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u)
				579
				580	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
				581	CompareActivationTest, armnn::ActivationFunction::Abs, 5u)
				582
				583	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
				584	CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u)
				585
				586	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
				587	CompareActivationTest, armnn::ActivationFunction::Square, 5u)
				588
				589	BOOST_AUTO_TEST_SUITE_END()