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

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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>
Narumol Prangnawarat	86bb4e1	2019-07-08 11:36:05 +0100	[diff] [blame]	19	#include <backendsCommon/test/PermuteTestImpl.hpp>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	20
				21	#include <arm_compute/core/CL/CLKernelLibrary.h>
				22	#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	23
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	24	#include <boost/test/unit_test.hpp>
				25
				26	#include <iostream>
				27	#include <string>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	28
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	29	BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	30	using FactoryType = armnn::ClWorkloadFactory;
				31
				32	// ============================================================================
				33	// UNIT tests
				34
				35	// Activation
				36	ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
				37
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	38	ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
				39	ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
				40
Finn Williams	b5b9bdf	2019-02-18 10:07:34 +0000	[diff] [blame]	41	ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest)
				42	ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test)
				43
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	44	// Batch To Space
Francis Murtagh	57f13d5	2019-06-24 14:24:36 +0100	[diff] [blame]	45	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<armnn::DataType::Float32>)
				46	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<armnn::DataType::Float32>)
				47	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<armnn::DataType::Float32>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	48
Francis Murtagh	57f13d5	2019-06-24 14:24:36 +0100	[diff] [blame]	49	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<armnn::DataType::Float32>)
				50	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<armnn::DataType::Float32>)
				51	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<armnn::DataType::Float32>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	52
Francis Murtagh	57f13d5	2019-06-24 14:24:36 +0100	[diff] [blame]	53	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<armnn::DataType::QuantisedAsymm8>)
				54	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<armnn::DataType::QuantisedAsymm8>)
				55	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<armnn::DataType::QuantisedAsymm8>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	56
Francis Murtagh	57f13d5	2019-06-24 14:24:36 +0100	[diff] [blame]	57	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<armnn::DataType::QuantisedAsymm8>)
				58	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<armnn::DataType::QuantisedAsymm8>)
				59	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<armnn::DataType::QuantisedAsymm8>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	60
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	61	// Fully Connected
				62	ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
				63	ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
				64	ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	65	ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, false)
				66	ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<armnn::DataType::QuantisedAsymm8>, true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	67
				68	ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
				69	ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
				70
				71	// Convolution
				72	ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
				73
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	74	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NCHW)
				75	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, armnn::DataLayout::NHWC)
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	76	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NCHW)
				77	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, armnn::DataLayout::NHWC)
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	78	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NCHW)
				79	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, armnn::DataLayout::NHWC)
Mike Kelly	7332ed8	2018-12-20 17:03:06 +0000	[diff] [blame]	80	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
				81	SimpleConvolution2d3x3Stride2x2Test, false, armnn::DataLayout::NHWC)
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	82
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	83	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NCHW)
				84	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, armnn::DataLayout::NCHW)
				85
				86	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, armnn::DataLayout::NHWC)
narpra01	f97debb	2018-11-09 09:27:31 +0000	[diff] [blame]	87	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
				88	Convolution2dAsymmetricPaddingTest,
				89	armnn::DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	90
Francis Murtagh	d59116e	2018-10-04 16:03:07 +0100	[diff] [blame]	91	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
				92
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	93	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
				94	Convolution2d3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
				95	false,
				96	armnn::DataLayout::NCHW)
				97	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
				98	Convolution2d3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
				99	false,
				100	armnn::DataLayout::NHWC)
				101	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
				102	Convolution2d3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
				103	false,
				104	armnn::DataLayout::NCHW)
				105	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
				106	Convolution2d3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
				107	false,
				108	armnn::DataLayout::NHWC)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	109	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
				110	Convolution2d2x3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
				111	false,
				112	armnn::DataLayout::NCHW)
				113	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
				114	Convolution2d2x3x3Dilation3x3Test<armnn::DataType::Float32, armnn::DataType::Float32>,
				115	false,
				116	armnn::DataLayout::NHWC)
				117	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
				118	Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
				119	false,
				120	armnn::DataLayout::NCHW)
				121	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
				122	Convolution2d2x3x3Dilation3x3Test<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
				123	false,
				124	armnn::DataLayout::NHWC)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame^]	125	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	126	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
				127	<armnn::DataType::Float32, armnn::DataType::Float32>,
				128	false,
				129	armnn::DataLayout::NCHW)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame^]	130	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	131	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
				132	<armnn::DataType::Float32, armnn::DataType::Float32>,
				133	false,
				134	armnn::DataLayout::NHWC)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame^]	135	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	136	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
				137	<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
				138	false,
				139	armnn::DataLayout::NCHW)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame^]	140	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	141	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
				142	<armnn::DataType::QuantisedAsymm8, armnn::DataType::Signed32>,
				143	false,
				144	armnn::DataLayout::NHWC)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame^]	145
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	146	// Depthwise Convolution
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	147	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
				148	DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NCHW)
				149	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
				150	DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NCHW)
				151	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
				152	DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NCHW)
				153	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
				154	DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NCHW)
				155
				156	// NHWC Depthwise Convolution
				157	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
				158	DepthwiseConvolution2dDepthMul1Test, true, armnn::DataLayout::NHWC)
				159	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
				160	DepthwiseConvolution2dDepthMul1Test, false, armnn::DataLayout::NHWC)
				161	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
				162	DepthwiseConvolution2dDepthMul1Uint8Test, true, armnn::DataLayout::NHWC)
				163	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
				164	DepthwiseConvolution2dDepthMul1Uint8Test, false, armnn::DataLayout::NHWC)
Bruno Goncalves	22972f0	2019-04-26 21:03:24 -0300	[diff] [blame]	165	ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
				166	SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	167
				168
Nikhil Raj	cec6b65	2018-10-12 13:51:57 +0100	[diff] [blame]	169	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	170
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	171	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
				172	DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NCHW)
				173	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
				174	DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NCHW)
				175	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
				176	DepthwiseConvolution2dAsymmetricTest, true, armnn::DataLayout::NHWC)
				177	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
				178	DepthwiseConvolution2dAsymmetricTest, false, armnn::DataLayout::NHWC)
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	179
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	180	// Splitter
				181	ARMNN_AUTO_TEST_CASE(SimpleSplitter, SplitterTest)
				182	ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	183
				184	ARMNN_AUTO_TEST_CASE(CopyViaSplitter, CopyViaSplitterTest)
				185	ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
				186
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	187	// Concat
				188	ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
				189	ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
Narumol Prangnawarat	71c80b1	2019-06-17 17:45:43 +0100	[diff] [blame]	190	ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
				191	ConcatDifferentInputOutputQParamTest<armnn::DataType::QuantisedAsymm8>, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	192
narpra01	55a97bc	2018-10-02 14:35:53 +0100	[diff] [blame]	193	// Normalization
				194	ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
				195	ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
				196	ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
				197
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	198	// Pooling
				199	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
				200	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
				201
				202	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
				203	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
				204	ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
				205	ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
				206
				207	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
				208	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
				209	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
				210	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	211	IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	212	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
				213	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
				214
				215	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
				216	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
				217	ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
				218	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
				219
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	220	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, armnn::DataLayout::NCHW)
				221	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, armnn::DataLayout::NHWC)
				222	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NCHW)
				223	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, armnn::DataLayout::NHWC)
				224
				225	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, armnn::DataLayout::NCHW)
				226	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, armnn::DataLayout::NHWC)
				227	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NCHW)
				228	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, armnn::DataLayout::NHWC)
				229
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	230	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
				231	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				232	false)
				233	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
				234	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				235	true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	236	ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
				237	ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
				238
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	239	ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, armnn::DataLayout::NCHW)
				240	ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, armnn::DataLayout::NHWC)
				241	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, armnn::DataLayout::NCHW)
				242
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	243	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
				244	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
				245	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
				246	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
				247	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
				248	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
				249	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
				250	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
				251	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
				252	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
				253
				254	// Add
				255	ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
				256	ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck	4a8692c	2018-09-07 16:19:24 +0100	[diff] [blame]	257	ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
				258
				259	ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
				260	ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
				261	ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
				262
				263	// Sub
				264	ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
Mohamed Nour Abouelseoud	3d93bc4	2018-11-21 10:35:17 +0000	[diff] [blame]	265	ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
				266	ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
				267
				268	ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
				269	ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
				270	ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck	4a8692c	2018-09-07 16:19:24 +0100	[diff] [blame]	271
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	272	// Div
				273	ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beck	bc39245	2018-09-10 14:47:28 +0100	[diff] [blame]	274	ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	275	ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
				276	ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck	5cd01f3	2018-09-12 16:00:08 +0100	[diff] [blame]	277	// NOTE: quantized division is not supported by CL and not required by the
				278	// android NN api
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	279
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	280	// Mul
				281	ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	282	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
				283	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Bentham	e2ec330	2018-10-01 11:32:48 +0100	[diff] [blame]	284	ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
				285	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
				286	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	287
				288	// Batch Norm
				289	ARMNN_AUTO_TEST_CASE(BatchNorm, BatchNormTest)
Nikhil Raj	d134093	2018-10-18 14:27:50 +0100	[diff] [blame]	290	ARMNN_AUTO_TEST_CASE(BatchNormNhwc, BatchNormNhwcTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	291
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	292	// L2 Normalization
jimfly01	3aab7c3	2018-11-12 13:32:08 +0000	[diff] [blame]	293	ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, armnn::DataLayout::NCHW)
				294	ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, armnn::DataLayout::NCHW)
				295	ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, armnn::DataLayout::NCHW)
				296	ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, armnn::DataLayout::NCHW)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	297
jimfly01	3aab7c3	2018-11-12 13:32:08 +0000	[diff] [blame]	298	ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, armnn::DataLayout::NHWC)
				299	ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, armnn::DataLayout::NHWC)
				300	ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, armnn::DataLayout::NHWC)
				301	ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, armnn::DataLayout::NHWC)
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	302
Ferran Balaguer	05bf054	2019-06-18 16:46:00 +0100	[diff] [blame]	303	ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, armnn::DataLayout::NCHW)
				304	ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, armnn::DataLayout::NCHW)
				305
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	306	// Constant
				307	ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	308	ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	309
				310	// Concat
				311	ARMNN_AUTO_TEST_CASE(Concatenation1d, Concatenation1dTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	312	ARMNN_AUTO_TEST_CASE(Concatenation1dUint8, Concatenation1dUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	313
				314	ARMNN_AUTO_TEST_CASE(Concatenation2dDim0, Concatenation2dDim0Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	315	ARMNN_AUTO_TEST_CASE(Concatenation2dDim0Uint8, Concatenation2dDim0Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	316	ARMNN_AUTO_TEST_CASE(Concatenation2dDim1, Concatenation2dDim1Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	317	ARMNN_AUTO_TEST_CASE(Concatenation2dDim1Uint8, Concatenation2dDim1Uint8Test)
				318
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	319	ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDims, Concatenation2dDim0DiffInputDimsTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	320	ARMNN_AUTO_TEST_CASE(Concatenation2dDim0DiffInputDimsUint8, Concatenation2dDim0DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	321	ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDims, Concatenation2dDim1DiffInputDimsTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	322	ARMNN_AUTO_TEST_CASE(Concatenation2dDim1DiffInputDimsUint8, Concatenation2dDim1DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	323
				324	ARMNN_AUTO_TEST_CASE(Concatenation3dDim0, Concatenation3dDim0Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	325	ARMNN_AUTO_TEST_CASE(Concatenation3dDim0Uint8, Concatenation3dDim0Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	326	ARMNN_AUTO_TEST_CASE(Concatenation3dDim1, Concatenation3dDim1Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	327	ARMNN_AUTO_TEST_CASE(Concatenation3dDim1Uint8, Concatenation3dDim1Uint8Test)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	328	ARMNN_AUTO_TEST_CASE(Concatenation3dDim2, Concatenation3dDim2Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	329	ARMNN_AUTO_TEST_CASE(Concatenation3dDim2Uint8, Concatenation3dDim2Uint8Test, false)
				330
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	331	ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDims, Concatenation3dDim0DiffInputDimsTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	332	ARMNN_AUTO_TEST_CASE(Concatenation3dDim0DiffInputDimsUint8, Concatenation3dDim0DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	333	ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDims, Concatenation3dDim1DiffInputDimsTest)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	334	ARMNN_AUTO_TEST_CASE(Concatenation3dDim1DiffInputDimsUint8, Concatenation3dDim1DiffInputDimsUint8Test)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	335	ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDims, Concatenation3dDim2DiffInputDimsTest, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	336	ARMNN_AUTO_TEST_CASE(Concatenation3dDim2DiffInputDimsUint8, Concatenation3dDim2DiffInputDimsUint8Test, false)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	337
				338	ARMNN_AUTO_TEST_CASE(Concatenation4dDim0, Concatenation4dDim0Test)
				339	ARMNN_AUTO_TEST_CASE(Concatenation4dDim1, Concatenation4dDim1Test)
				340	ARMNN_AUTO_TEST_CASE(Concatenation4dDim3, Concatenation4dDim3Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	341	ARMNN_AUTO_TEST_CASE(Concatenation4dDim0Uint8, Concatenation4dDim0Uint8Test)
				342	ARMNN_AUTO_TEST_CASE(Concatenation4dDim1Uint8, Concatenation4dDim1Uint8Test)
				343	ARMNN_AUTO_TEST_CASE(Concatenation4dDim3Uint8, Concatenation4dDim3Uint8Test, false)
				344
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	345	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0, Concatenation4dDiffShapeDim0Test)
				346	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1, Concatenation4dDiffShapeDim1Test)
				347	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3, Concatenation4dDiffShapeDim3Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	348	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim0Uint8, Concatenation4dDiffShapeDim0Uint8Test)
				349	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim1Uint8, Concatenation4dDiffShapeDim1Uint8Test)
				350	ARMNN_AUTO_TEST_CASE(Concatenation4dDiffShapeDim3Uint8, Concatenation4dDiffShapeDim3Uint8Test, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	351
				352	// Floor
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	353	ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<armnn::DataType::Float32>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	354
				355	// Reshape
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	356	ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
				357	ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QuantisedAsymm8>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	358
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	359	// Pad
Mohamed Nour Abouelseoud	dd6acea	2018-10-18 12:26:19 +0100	[diff] [blame]	360	ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
FinnWilliamsArm	ab80162	2019-07-09 14:46:28 +0100	[diff] [blame]	361	ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseoud	dd6acea	2018-10-18 12:26:19 +0100	[diff] [blame]	362	ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
				363	ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	364
FinnWilliamsArm	ab80162	2019-07-09 14:46:28 +0100	[diff] [blame]	365	ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
				366	ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
				367	ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
				368	ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
				369
				370	ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
				371	ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
				372	ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0)
				373	ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<armnn::DataType::QuantisedSymm16>, 2.0f, 0)
				374
Nikhil Raj	91e4c6d	2019-07-05 12:22:58 +0100	[diff] [blame]	375	// PReLU
				376	ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<armnn::DataType::Float32>)
				377	ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<armnn::DataType::QuantisedAsymm8>)
				378
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	379	// Permute
Narumol Prangnawarat	86bb4e1	2019-07-08 11:36:05 +0100	[diff] [blame]	380	ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<armnn::DataType::Float32>)
				381	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<armnn::DataType::Float32>)
				382	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<armnn::DataType::Float32>)
				383	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<armnn::DataType::Float32>)
				384	ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<armnn::DataType::QuantisedAsymm8>)
				385	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<armnn::DataType::QuantisedAsymm8>)
				386	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<armnn::DataType::QuantisedAsymm8>)
				387	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<armnn::DataType::QuantisedAsymm8>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	388
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	389	// Lstm
				390	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	391	LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	392	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
				393	LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
				394	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	395	LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	396
Jan Eilers	a2ec909	2019-07-08 15:56:59 +0100	[diff] [blame]	397	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
				398	LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
				399
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	400	// Convert from Float16 to Float32
				401	ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
				402	// Convert from Float32 to Float16
				403	ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
				404
Éanna Ó Catháin	47c1ddb	2018-10-12 14:24:13 +0100	[diff] [blame]	405	ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
				406
keidav01	a959ee5	2018-12-19 10:04:58 +0000	[diff] [blame]	407	//Max
				408	ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest)
				409	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
				410	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
				411	ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
				412	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
				413	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
				414
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	415	// Mean
James Conroy	4d1ff58	2019-06-10 17:06:39 +0100	[diff] [blame]	416	ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<armnn::DataType::Float32>)
				417	ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<armnn::DataType::Float32>)
				418	ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<armnn::DataType::Float32>)
				419	ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<armnn::DataType::Float32>)
				420	ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<armnn::DataType::Float32>)
				421	ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<armnn::DataType::Float32>)
				422	ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<armnn::DataType::Float32>)
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	423
James Conroy	4d1ff58	2019-06-10 17:06:39 +0100	[diff] [blame]	424	ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<armnn::DataType::QuantisedAsymm8>)
				425	ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<armnn::DataType::QuantisedAsymm8>)
				426	ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<armnn::DataType::QuantisedAsymm8>)
				427	ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<armnn::DataType::QuantisedAsymm8>)
				428	ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<armnn::DataType::QuantisedAsymm8>)
				429	ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<armnn::DataType::QuantisedAsymm8>)
				430	ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<armnn::DataType::QuantisedAsymm8>)
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	431
saoste01	9292aa3	2019-01-08 13:55:59 +0000	[diff] [blame]	432	// Minimum
				433	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1)
				434	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2)
				435	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
				436
Nattapat Chaimanowong	c6a41ff	2019-01-29 09:56:02 +0000	[diff] [blame]	437	// Greater
				438	ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
				439	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
				440	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
				441	ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
				442	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
				443	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
				444
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	445	// Softmax
				446	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
				447	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
				448	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
				449	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
				450
				451	ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
				452	ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
				453
				454	ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
				455	ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
				456
				457	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
				458	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
				459	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
				460
Sadik Armagan	f446432	2018-12-20 16:19:12 +0000	[diff] [blame]	461	// Space To Batch Nd
				462	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
				463	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
				464	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
				465	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
				466
				467	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
				468	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
				469	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
				470	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
				471
				472	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCFloat32, SpaceToBatchNdSimpleNHWCFloat32Test)
				473	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCFloat32, SpaceToBatchNdMultiChannelsNHWCFloat32Test)
				474	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCFloat32, SpaceToBatchNdMultiBlockNHWCFloat32Test)
				475	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCFloat32, SpaceToBatchNdPaddingNHWCFloat32Test)
				476
				477	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNHWCUint8, SpaceToBatchNdSimpleNHWCUint8Test)
				478	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNHWCUint8, SpaceToBatchNdMultiChannelsNHWCUint8Test)
				479	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNHWCUint8, SpaceToBatchNdMultiBlockNHWCUint8Test)
				480	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNHWCUint8, SpaceToBatchNdPaddingNHWCUint8Test)
				481
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	482	// Space To Depth
				483	ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWAsymmQ8, SpaceToDepthNCHWAsymmQ8Test)
				484	ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCAsymmQ8, SpaceToDepthNHWCAsymmQ8Test)
				485
				486	ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC1Float32, SpaceToDepthNHWCFloat32Test1)
				487	ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW1Float32, SpaceToDepthNCHWFloat32Test1)
				488
				489	ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWC2Float32, SpaceToDepthNHWCFloat32Test2)
				490	ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHW2Float32, SpaceToDepthNCHWFloat32Test2)
				491
				492	ARMNN_AUTO_TEST_CASE(SpaceToDepthNHWCQSymm16, SpaceToDepthNHWCQSymm16Test)
				493	ARMNN_AUTO_TEST_CASE(SpaceToDepthNCHWQSymm16, SpaceToDepthNCHWQSymm16Test)
				494
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	495	// Strided Slice
				496	ARMNN_AUTO_TEST_CASE(StridedSlice4DFloat32, StridedSlice4DFloat32Test)
				497	ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseFloat32, StridedSlice4DReverseFloat32Test)
				498	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
				499	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
				500	ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
				501	ARMNN_AUTO_TEST_CASE(StridedSlice3DFloat32, StridedSlice3DFloat32Test)
				502	ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseFloat32, StridedSlice3DReverseFloat32Test)
				503	ARMNN_AUTO_TEST_CASE(StridedSlice2DFloat32, StridedSlice2DFloat32Test)
				504	ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseFloat32, StridedSlice2DReverseFloat32Test)
				505
				506	ARMNN_AUTO_TEST_CASE(StridedSlice4DUint8, StridedSlice4DUint8Test)
				507	ARMNN_AUTO_TEST_CASE(StridedSlice4DReverseUint8, StridedSlice4DReverseUint8Test)
				508	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
				509	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
				510	ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
				511	ARMNN_AUTO_TEST_CASE(StridedSlice3DUint8, StridedSlice3DUint8Test)
				512	ARMNN_AUTO_TEST_CASE(StridedSlice3DReverseUint8, StridedSlice3DReverseUint8Test)
				513	ARMNN_AUTO_TEST_CASE(StridedSlice2DUint8, StridedSlice2DUint8Test)
				514	ARMNN_AUTO_TEST_CASE(StridedSlice2DReverseUint8, StridedSlice2DReverseUint8Test)
				515
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	516	// Resize Bilinear - NCHW
				517	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
				518	SimpleResizeBilinearTest<armnn::DataType::Float32>,
				519	armnn::DataLayout::NCHW)
				520	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
				521	SimpleResizeBilinearTest<armnn::DataType::QuantisedAsymm8>,
				522	armnn::DataLayout::NCHW)
				523	ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
				524	ResizeBilinearNopTest<armnn::DataType::Float32>,
				525	armnn::DataLayout::NCHW)
				526	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
				527	ResizeBilinearNopTest<armnn::DataType::QuantisedAsymm8>,
				528	armnn::DataLayout::NCHW)
				529	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
				530	ResizeBilinearSqMinTest<armnn::DataType::Float32>,
				531	armnn::DataLayout::NCHW)
				532	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
				533	ResizeBilinearSqMinTest<armnn::DataType::QuantisedAsymm8>,
				534	armnn::DataLayout::NCHW)
				535	ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
				536	ResizeBilinearMinTest<armnn::DataType::Float32>,
				537	armnn::DataLayout::NCHW)
				538	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
				539	ResizeBilinearMinTest<armnn::DataType::QuantisedAsymm8>,
				540	armnn::DataLayout::NCHW)
				541
				542	// Resize Bilinear - NHWC
				543	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
				544	ResizeBilinearNopTest<armnn::DataType::Float32>,
				545	armnn::DataLayout::NHWC)
				546	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
				547	ResizeBilinearNopTest<armnn::DataType::QuantisedAsymm8>,
				548	armnn::DataLayout::NHWC)
				549	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
				550	SimpleResizeBilinearTest<armnn::DataType::Float32>,
				551	armnn::DataLayout::NHWC)
				552	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
				553	SimpleResizeBilinearTest<armnn::DataType::QuantisedAsymm8>,
				554	armnn::DataLayout::NHWC)
				555	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
				556	ResizeBilinearSqMinTest<armnn::DataType::Float32>,
				557	armnn::DataLayout::NHWC)
				558	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
				559	ResizeBilinearSqMinTest<armnn::DataType::QuantisedAsymm8>,
				560	armnn::DataLayout::NHWC)
				561	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
				562	ResizeBilinearMinTest<armnn::DataType::Float32>,
				563	armnn::DataLayout::NHWC)
				564	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
				565	ResizeBilinearMinTest<armnn::DataType::QuantisedAsymm8>,
				566	armnn::DataLayout::NHWC)
				567
				568	// Resize NearestNeighbor - NCHW
				569	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
				570	SimpleResizeNearestNeighborTest<armnn::DataType::Float32>,
				571	armnn::DataLayout::NCHW)
				572	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
				573	SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedAsymm8>,
				574	armnn::DataLayout::NCHW)
				575	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
				576	ResizeNearestNeighborNopTest<armnn::DataType::Float32>,
				577	armnn::DataLayout::NCHW)
				578	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
				579	ResizeNearestNeighborNopTest<armnn::DataType::QuantisedAsymm8>,
				580	armnn::DataLayout::NCHW)
				581	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
				582	ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>,
				583	armnn::DataLayout::NCHW)
				584	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
				585	ResizeNearestNeighborSqMinTest<armnn::DataType::QuantisedAsymm8>,
				586	armnn::DataLayout::NCHW)
				587	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
				588	ResizeNearestNeighborMinTest<armnn::DataType::Float32>,
				589	armnn::DataLayout::NCHW)
				590	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
				591	ResizeNearestNeighborMinTest<armnn::DataType::QuantisedAsymm8>,
				592	armnn::DataLayout::NCHW)
				593	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
				594	ResizeNearestNeighborMagTest<armnn::DataType::Float32>,
				595	armnn::DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
				596	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
				597	ResizeNearestNeighborMagTest<armnn::DataType::QuantisedAsymm8>,
				598	armnn::DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
				599
				600	// Resize NearestNeighbor - NHWC
				601	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
				602	ResizeNearestNeighborNopTest<armnn::DataType::Float32>,
				603	armnn::DataLayout::NHWC)
				604	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
				605	ResizeNearestNeighborNopTest<armnn::DataType::QuantisedAsymm8>,
				606	armnn::DataLayout::NHWC)
				607	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
				608	SimpleResizeNearestNeighborTest<armnn::DataType::Float32>,
				609	armnn::DataLayout::NHWC)
				610	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
				611	SimpleResizeNearestNeighborTest<armnn::DataType::QuantisedAsymm8>,
				612	armnn::DataLayout::NHWC)
				613	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
				614	ResizeNearestNeighborSqMinTest<armnn::DataType::Float32>,
				615	armnn::DataLayout::NHWC)
				616	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
				617	ResizeNearestNeighborSqMinTest<armnn::DataType::QuantisedAsymm8>,
				618	armnn::DataLayout::NHWC)
				619	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
				620	ResizeNearestNeighborMinTest<armnn::DataType::Float32>,
				621	armnn::DataLayout::NHWC)
				622	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
				623	ResizeNearestNeighborMinTest<armnn::DataType::QuantisedAsymm8>,
				624	armnn::DataLayout::NHWC)
				625	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
				626	ResizeNearestNeighborMagTest<armnn::DataType::Float32>,
				627	armnn::DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
				628	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
				629	ResizeNearestNeighborMagTest<armnn::DataType::QuantisedAsymm8>,
				630	armnn::DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
				631
Sadik Armagan	20ec249	2019-05-31 09:09:44 +0100	[diff] [blame]	632	// Quantize
				633	ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
				634	ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
				635
Jim Flynn	983daec	2019-05-29 16:20:16 +0100	[diff] [blame]	636	// Dequantize
				637	// NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732)
				638	// CLDequantizationLayerKernel accepts DataType::QASYMM8 input
				639	// and can output DataType::F16 or DataType::F32
				640	ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
				641	ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
				642
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	643	// TransposeConvolution2d
				644	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw, SimpleTransposeConvolution2dFloatNchwTest)
				645	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc, SimpleTransposeConvolution2dFloatNhwcTest)
				646	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw, SimpleTransposeConvolution2dUint8NchwTest)
				647	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc, SimpleTransposeConvolution2dUint8NhwcTest)
				648
				649	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw, UnbiasedSimpleTransposeConvolution2dFloatNchwTest)
				650	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc, UnbiasedSimpleTransposeConvolution2dFloatNhwcTest)
				651	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw, UnbiasedSimpleTransposeConvolution2dUint8NchwTest)
				652	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc, UnbiasedSimpleTransposeConvolution2dUint8NhwcTest)
				653
				654	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw, PaddedTransposeConvolution2dFloatNchwTest)
				655	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc, PaddedTransposeConvolution2dFloatNhwcTest)
				656	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw, PaddedTransposeConvolution2dUint8NchwTest)
				657	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc, PaddedTransposeConvolution2dUint8NhwcTest)
				658
				659	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw, UnbiasedPaddedTransposeConvolution2dFloatNchwTest)
				660	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc, UnbiasedPaddedTransposeConvolution2dFloatNhwcTest)
				661	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw, UnbiasedPaddedTransposeConvolution2dUint8NchwTest)
				662	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc, UnbiasedPaddedTransposeConvolution2dUint8NhwcTest)
				663
				664	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc, StridedTransposeConvolution2dFloatNhwcTest)
				665	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw, StridedTransposeConvolution2dFloatNchwTest)
				666	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc, StridedTransposeConvolution2dUint8NhwcTest)
				667	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw, StridedTransposeConvolution2dUint8NchwTest)
				668
				669	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc, UnbiasedStridedTransposeConvolution2dFloatNhwcTest)
				670	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw, UnbiasedStridedTransposeConvolution2dFloatNchwTest)
				671	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc, UnbiasedStridedTransposeConvolution2dUint8NhwcTest)
				672	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw, UnbiasedStridedTransposeConvolution2dUint8NchwTest)
				673
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	674	// ============================================================================
				675	// COMPARE tests
				676
				677	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
				678
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	679	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	680	CompareDepthwiseConvolution2dFloatTest,
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	681	armnn::DataLayout::NCHW)
				682	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	683	CompareDepthwiseConvolution2dUint8Test,
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	684	armnn::DataLayout::NCHW)
				685
				686	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	687	CompareDepthwiseConvolution2dFloatTest,
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	688	armnn::DataLayout::NHWC)
				689	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	690	CompareDepthwiseConvolution2dUint8Test,
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	691	armnn::DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	692
				693	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
				694	armnn::NormalizationAlgorithmChannel::Within,
				695	armnn::NormalizationAlgorithmMethod::LocalBrightness)
				696	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
				697	armnn::NormalizationAlgorithmChannel::Across,
				698	armnn::NormalizationAlgorithmMethod::LocalBrightness)
				699
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	700	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Max)
				701
				702	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::Average)
				703	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
				704	armnn::PoolingAlgorithm::Average)
				705
				706	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, armnn::PoolingAlgorithm::L2)
				707
				708	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
				709
				710	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
				711
				712	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
				713
				714	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
				715	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
				716
				717	// ============================================================================
				718	// FIXTURE tests
				719
				720	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
				721	CompareActivationTest, armnn::ActivationFunction::Sigmoid, 5u)
				722
				723	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
				724	CompareActivationTest, armnn::ActivationFunction::TanH, 5u)
				725
				726	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
				727	CompareActivationTest, armnn::ActivationFunction::Linear, 5u)
				728
				729	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
				730	CompareActivationTest, armnn::ActivationFunction::ReLu, 5u)
				731
				732	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
				733	CompareActivationTest, armnn::ActivationFunction::BoundedReLu, 5u)
				734	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
				735	CompareActivationUint8Test, armnn::ActivationFunction::BoundedReLu)
				736
				737	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
				738	CompareActivationTest, armnn::ActivationFunction::SoftReLu, 5u)
				739
				740	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
				741	CompareActivationTest, armnn::ActivationFunction::LeakyReLu, 5u)
				742
				743	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
				744	CompareActivationTest, armnn::ActivationFunction::Abs, 5u)
				745
				746	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
				747	CompareActivationTest, armnn::ActivationFunction::Sqrt, 5u)
				748
				749	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
				750	CompareActivationTest, armnn::ActivationFunction::Square, 5u)
				751
				752	BOOST_AUTO_TEST_SUITE_END()