Blame - src/backends/neon/test/NeonLayerTests.cpp - ml/armnn

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Laurent Carlier	749294b	2020-06-01 09:03:17 +0100	[diff] [blame]	1	//
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	2	// Copyright © 2017 Arm Ltd and Contributors. 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	//
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	5
Aron Virginas-Tar	5605519	2018-11-12 18:10:43 +0000	[diff] [blame]	6	#include "NeonWorkloadFactoryHelper.hpp"
				7
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	8	#include <test/TensorHelpers.hpp>
				9	#include <test/UnitTests.hpp>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	10
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	11	#include <neon/NeonLayerSupport.hpp>
				12	#include <neon/NeonWorkloadFactory.hpp>
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	13
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	14	#include <reference/RefWorkloadFactory.hpp>
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	15
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	16	#include <backendsCommon/test/ActivationFixture.hpp>
				17	#include <backendsCommon/test/LayerTests.hpp>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	18
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	19	#include <boost/test/unit_test.hpp>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	20
				21	BOOST_AUTO_TEST_SUITE(Compute_ArmComputeNeon)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	22
				23	using namespace armnn;
				24
				25	using FactoryType = NeonWorkloadFactory;
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	26
				27	// ============================================================================
				28	// UNIT tests
				29
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	30	// BatchToSpace
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	31	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
				32	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
				33	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	34
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	35	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
				36	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
				37	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	38
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	39	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
				40	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
				41	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	42
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	43	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
				44	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
				45	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	46
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	47	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
				48	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
				49	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	50
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	51	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
				52	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
				53	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	54
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	55	// Convolution
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	56	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	57
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	58	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
				59	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
				60	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
				61	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
				62	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
				63	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
				64	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dStride2x2Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	65	SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	66
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	67	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
				68	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding,
				69	Convolution2dAsymmetricPaddingTest,
				70	DataLayout::NCHW)
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	71
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	72	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
				73	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc,
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	74	Convolution2dAsymmetricPaddingTest,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	75	DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	76
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	77	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	78
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	79	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	80	Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	81	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	82	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	83	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	84	Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	85	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	86	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	87	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	88	Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
				89	false,
				90	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	91	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	92	Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
				93	false,
				94	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	95	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	96	Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	97	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	98	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	99	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	100	Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	101	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	102	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	103	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	104	Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	105	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	106	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	107	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	108	Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	109	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	110	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	111	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	112	Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
				113	false,
				114	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	115	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	116	Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
				117	false,
				118	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	119	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	120	Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	121	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	122	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	123	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	124	Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	125	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	126	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	127	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	128	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	129	<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	130	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	131	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	132	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	133	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	134	<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	135	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	136	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	137	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	138	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
				139	<DataType::QAsymmS8, DataType::Signed32>,
				140	false,
				141	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	142	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	143	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
				144	<DataType::QAsymmS8, DataType::Signed32>,
				145	false,
				146	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	147	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	148	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	149	<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	150	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	151	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	152	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	153	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	154	<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	155	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	156	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	157	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult4,
Kevin May	665a964a	2019-08-21 16:53:50 +0100	[diff] [blame]	158	DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
				159	false,
				160	armnn::DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	161	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2,
Kevin May	665a964a	2019-08-21 16:53:50 +0100	[diff] [blame]	162	DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
				163	false,
				164	armnn::DataLayout::NCHW)
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	165
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	166	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
				167	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Aron Virginas-Tar	21fc28b	2019-11-26 14:04:54 +0000	[diff] [blame]	168
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	169	// DepthToSpace
				170	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
				171	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
				172	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
				173	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
				174
Aron Virginas-Tar	99836d3	2019-09-30 16:34:31 +0100	[diff] [blame]	175	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
				176	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
				177	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
				178	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
				179
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	180	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
				181	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
				182	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
				183	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
				184
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	185	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
				186	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
				187	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
				188	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	189
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	190	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
				191	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
				192	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
				193	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	194
				195	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
				196	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
				197	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
				198	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
				199
Aron Virginas-Tar	99836d3	2019-09-30 16:34:31 +0100	[diff] [blame]	200	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
				201	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
				202	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
				203	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
				204
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	205	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
				206	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
				207	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
				208	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
				209
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	210	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
				211	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
				212	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
				213	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	214
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	215	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
				216	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
				217	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
				218	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	219
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	220	// Depthwise Convolution
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	221	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	222	DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	223	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	224	DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	225	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	226	DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	227	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	228	DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	229
				230	// NHWC Depthwise Convolution
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	231	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1NHhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	232	DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	233	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	234	DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	235	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	236	DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	237	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	238	DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	239
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	240	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
				241	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
Bruno Goncalves	22972f0	2019-04-26 21:03:24 -0300	[diff] [blame]	242	SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	243
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	244
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	245	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	246	DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	247	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	248	DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	249	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	250	DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	251	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	252	DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	253
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	254	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
Matthew Jackson	9910792	2019-07-25 12:58:56 +0100	[diff] [blame]	255
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	256	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
Aron Virginas-Tar	2445744	2019-11-27 13:18:25 +0000	[diff] [blame]	257	DataLayout::NCHW);
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	258	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
Aron Virginas-Tar	2445744	2019-11-27 13:18:25 +0000	[diff] [blame]	259	DataLayout::NHWC);
				260
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	261	namespace
				262	{
				263
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	264	DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY,
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	265	uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0,
				266	uint32_t padTop = 0, uint32_t padBottom = 0)
				267	{
Jan Eilers	8eb2560	2020-03-09 12:13:48 +0000	[diff] [blame]	268	IgnoreUnused(depthMultiplier);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	269
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	270	DepthwiseConvolution2dDescriptor desc;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	271
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	272	desc.m_PadLeft = padLeft;
				273	desc.m_PadRight = padRight;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	274
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	275	desc.m_PadTop = padTop;
				276	desc.m_PadBottom = padBottom;
				277	desc.m_StrideX = strideX;
				278	desc.m_StrideY = strideY;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	279	desc.m_BiasEnabled = false;
				280
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	281	return desc;
				282	}
				283
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	284	TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo,
				285	const TensorInfo& weightsInfo,
				286	const DepthwiseConvolution2dDescriptor& descriptor,
				287	DataType dataType)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	288	{
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	289	const TensorShape& inputShape = inputInfo.GetShape();
				290	const TensorShape& filterShape = weightsInfo.GetShape();
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	291
				292	unsigned int inWidth = inputShape[3];
				293	unsigned int inHeight = inputShape[2];
				294	unsigned int inBatchSize = inputShape[0];
				295
				296	unsigned int filterWidth = filterShape[3];
				297	unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth);
				298	unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX);
				299
				300	unsigned int filterHeight = filterShape[2];
				301	unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight);
				302	unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY);
				303	unsigned int depthMultiplier = filterShape[0];
				304
				305	unsigned int outChannels = filterShape[1] * depthMultiplier;
				306	unsigned int outBatchSize = inBatchSize;
				307
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	308	TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth});
				309	return TensorInfo(outputShape, dataType);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	310	}
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	311	}
				312
				313	BOOST_AUTO_TEST_CASE(DepthwiseConv2dUtils)
				314	{
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	315	const DataType dataType = DataType::Float32;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	316
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	317	TensorInfo inputInfo({1, 1, 10, 10 }, dataType);
				318	TensorInfo outputInfo;
				319	TensorInfo weightsInfo3x3({ 1, 1, 3, 3 }, dataType);
				320	TensorInfo biasesInfo;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	321
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	322	DepthwiseConvolution2dDescriptor descriptor;
				323	NeonLayerSupport layerSupport;
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	324
				325	// Strides supported: 1,2,3
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	326	descriptor = MakeDepthwiseConv2dDesc(1, 1);
				327	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	328	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				329	weightsInfo3x3, biasesInfo));
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	330
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	331	descriptor = MakeDepthwiseConv2dDesc(1, 2);
				332	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	333	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				334	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	335
				336	descriptor = MakeDepthwiseConv2dDesc(1, 3);
				337	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	338	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				339	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	340
				341	descriptor = MakeDepthwiseConv2dDesc(2, 1);
				342	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	343	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				344	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	345
				346	descriptor = MakeDepthwiseConv2dDesc(2, 2);
				347	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	348	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				349	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	350
				351	descriptor = MakeDepthwiseConv2dDesc(2, 3);
				352	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	353	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				354	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	355
				356	descriptor = MakeDepthwiseConv2dDesc(3, 1);
				357	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	358	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				359	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	360
				361	descriptor = MakeDepthwiseConv2dDesc(3, 2);
				362	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	363	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				364	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	365
				366	descriptor = MakeDepthwiseConv2dDesc(3, 3);
				367	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	368	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				369	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	370
				371	// Supported stride 4
				372	descriptor = MakeDepthwiseConv2dDesc(4, 1);
				373	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	374	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				375	weightsInfo3x3, biasesInfo));
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	376
				377	// Supported weights shape 1x1
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	378	TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	379	descriptor = MakeDepthwiseConv2dDesc(1, 1);
				380	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	381	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				382	weightsInfo1x1, biasesInfo));
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	383
				384	// Supported shape 2x2
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	385	TensorInfo weightsInfo2x2({ 1, 1, 2, 2 }, DataType::Float32);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	386	descriptor = MakeDepthwiseConv2dDesc(1, 1);
				387	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	388	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				389	weightsInfo2x2, biasesInfo));
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	390
				391	// Asymmetric padding
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	392	descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2);
				393	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	394	BOOST_TEST(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
				395	weightsInfo3x3, biasesInfo));
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	396	}
				397
Narumol Prangnawarat	01961a7	2019-05-30 16:47:12 +0100	[diff] [blame]	398	// Dequantize
Jan Eilers	f710793	2019-11-01 11:09:36 +0000	[diff] [blame]	399	// Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled
Narumol Prangnawarat	01961a7	2019-05-30 16:47:12 +0100	[diff] [blame]	400	ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
				401	ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Jan Eilers	f710793	2019-11-01 11:09:36 +0000	[diff] [blame]	402	ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Narumol Prangnawarat	01961a7	2019-05-30 16:47:12 +0100	[diff] [blame]	403
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	404	// Pooling
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	405	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4,
				406	SimpleMaxPooling2dSize3x3Stride2x4Test, true)
				407	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8,
				408	SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	409
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	410	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
				411	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
				412	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
				413	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	414
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	415	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
				416	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NCHW)
				417	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8,
				418	SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
				419	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8Nhwc,
				420	SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	421
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	422	ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
				423	ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	424
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	425	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
				426	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNeon, SimpleL2Pooling2dTest, DataLayout::NHWC)
				427	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	428
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	429	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
				430	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
				431	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
				432	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
				433	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
				434	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
				435	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7, L2Pooling2dSize7Test)
				436	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
				437	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize9, L2Pooling2dSize9Test)
				438	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	439
				440	// Ignore padding values for pooling but count padding fields into the divisor
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	441	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
				442	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
				443	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
				444	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	445
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	446	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
				447	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
				448	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPadding,
				449	IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
				450	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
				451	IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
				452	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
				453	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Uint8,
				454	IgnorePaddingAveragePooling2dSize3Uint8Test)
				455	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
				456	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
				457	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
				458	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				459	true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	460
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	461	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
				462	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8,
				463	IgnorePaddingSimpleL2Pooling2dUint8Test)
				464	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
				465	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8,
				466	IgnorePaddingL2Pooling2dSize3Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	467
				468	// Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	469	ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantLinearActivation, ConstantLinearActivationTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	470
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	471	// Sigmoid Activation / Logistic
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	472	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoid, SimpleSigmoidTest)
				473	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	474
				475	// BoundedReLU Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	476	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1, BoundedReLuUpperAndLowerBoundTest)
				477	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6, BoundedReLuUpperBoundOnlyTest)
				478	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
				479	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	480
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	481	// ReLU Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	482	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu, ReLuTest)
				483	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLuUint8, ReLuUint8Test)
David Monahan	3b3c381	2020-02-25 09:03:29 +0000	[diff] [blame]	484
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	485	// SoftReLU Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	486	ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLu, SoftReLuTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	487
				488	// LeakyReLU Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	489	ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLu, LeakyReLuTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	490
				491	// Abs Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	492	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs, AbsTest)
Narumol Prangnawarat	b98bbcf	2019-04-15 14:14:27 +0100	[diff] [blame]	493
Sadik Armagan	6095ba5	2019-09-13 17:07:19 +0100	[diff] [blame]	494	// Sqrt Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	495	ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt, SqrtTest)
				496	ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNN, SqrtNNTest)
Sadik Armagan	6095ba5	2019-09-13 17:07:19 +0100	[diff] [blame]	497
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	498	// Square Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	499	ARMNN_AUTO_TEST_CASE_WITH_THF(Square, SquareTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	500
				501	// Tanh Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	502	ARMNN_AUTO_TEST_CASE_WITH_THF(Tanh, TanhTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	503
				504	// Elu Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	505	ARMNN_AUTO_TEST_CASE_WITH_THF(Elu, EluTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	506
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	507	// Softmax
Sadik Armagan	56785c7	2020-08-27 12:57:20 +0100	[diff] [blame]	508	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
				509	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
				510	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
				511	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	512
Keith Davis	69e653f	2020-07-02 11:49:26 +0100	[diff] [blame]	513	// LogSoftmax
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	514	ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
Keith Davis	69e653f	2020-07-02 11:49:26 +0100	[diff] [blame]	515
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	516	// Space To Batch Nd
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	517	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
				518	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
				519	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
				520	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	521
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	522	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
				523	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
				524	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
				525	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	526
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	527	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	528	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32,
				529	SpaceToBatchNdMultiChannelsNhwcFloat32Test)
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	530	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
				531	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	532
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	533	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	534	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8,
				535	SpaceToBatchNdMultiChannelsNhwcUint8Test)
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	536	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
				537	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	538
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	539	// SpaceToDepth
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	540	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
				541	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	542
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	543	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
				544	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	545
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	546	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
				547	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	548
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	549	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
				550	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	551
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	552	// Splitter
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	553	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat32, SplitterFloat32Test)
				554	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterUint8, SplitterUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	555
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	556	ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
				557	ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	558
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	559	// Concat
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	560	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConcat, ConcatTest)
				561	ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8, ConcatUint8Test)
				562	ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	563	ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	564
Narumol Prangnawarat	250d392	2020-03-30 16:11:04 +0100	[diff] [blame]	565	// Convert from BFloat16 to Float32
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	566	ARMNN_AUTO_TEST_CASE_WITH_THF(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
Narumol Prangnawarat	250d392	2020-03-30 16:11:04 +0100	[diff] [blame]	567
				568	// Convert from Float32 to BFloat16
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	569	ARMNN_AUTO_TEST_CASE_WITH_THF(ConvertFp32ToBf16, ConvertFp32ToBf16Test)
Narumol Prangnawarat	250d392	2020-03-30 16:11:04 +0100	[diff] [blame]	570
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	571	// Fully Connected
Finn Williams	7faf9a8	2020-08-27 10:37:36 +0100	[diff] [blame]	572	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
				573	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
				574	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
				575	ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false)
				576	ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
				577	ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false)
				578	ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	579
				580	// Add
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	581	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAdd, AdditionTest)
				582	ARMNN_AUTO_TEST_CASE_WITH_THF(Add5d, Addition5dTest)
				583	ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast, AdditionBroadcastTest)
				584	ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1Element, AdditionBroadcast1ElementTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	585
David Beck	bc39245	2018-09-10 14:47:28 +0100	[diff] [blame]	586	// Sub
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	587	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSub, SubtractionTest)
				588	ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
				589	ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast, SubtractionBroadcastTest)
				590	ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionUint8, SubtractionUint8Test)
				591	ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastUint8, SubtractionBroadcastUint8Test)
				592	ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck	bc39245	2018-09-10 14:47:28 +0100	[diff] [blame]	593
Pablo Tello	e61f071	2020-01-23 10:37:17 +0000	[diff] [blame]	594	// Div
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	595	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDivision, DivisionTest)
				596	ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionByZero, DivisionByZeroTest)
				597	ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
				598	ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Pablo Tello	e61f071	2020-01-23 10:37:17 +0000	[diff] [blame]	599
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	600	// Mul
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	601	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMultiplication, MultiplicationTest)
				602	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
				603	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
				604	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationUint8, MultiplicationUint8Test)
				605	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
				606	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
				607	ARMNN_AUTO_TEST_CASE_WITH_THF(Multiplication5d, Multiplication5dTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	608
				609	// Batch Norm
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	610	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32, BatchNormFloat32Test)
				611	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	612
Sadik Armagan	0d4863d	2019-10-09 14:26:32 +0100	[diff] [blame]	613	// InstanceNormalization
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	614	ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
				615	ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
Sadik Armagan	0d4863d	2019-10-09 14:26:32 +0100	[diff] [blame]	616
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	617	ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
				618	ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
Sadik Armagan	0d4863d	2019-10-09 14:26:32 +0100	[diff] [blame]	619
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	620	// Constant
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	621	ARMNN_AUTO_TEST_CASE_WITH_THF(Constant, ConstantTest)
				622	ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	623
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	624	// Concat
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	625	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1d, Concat1dTest)
				626	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1dUint8, Concat1dUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	627
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	628	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0, Concat2dDim0Test)
				629	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
				630	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1, Concat2dDim1Test)
				631	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	632
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	633	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
				634	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
				635	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
				636	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	637
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	638	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0, Concat3dDim0Test)
				639	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
				640	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1, Concat3dDim1Test)
				641	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
				642	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2, Concat3dDim2Test, false)
				643	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	644
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	645	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
				646	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
				647	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
				648	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
				649	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
				650	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	651
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	652	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0, Concat4dDim0Test)
				653	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1, Concat4dDim1Test)
				654	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3, Concat4dDim3Test, false)
				655	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
				656	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
				657	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	658
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	659	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
				660	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
				661	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
				662	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
				663	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
				664	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
Sadik Armagan	0d4863d	2019-10-09 14:26:32 +0100	[diff] [blame]	665
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	666	// L2 Normalization
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	667	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
				668	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
				669	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
				670	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	671
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	672	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
				673	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
				674	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
				675	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	676
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	677	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dShape, L2Normalization2dShapeTest);
Matthew Jackson	82b15ed	2019-07-25 16:14:30 +0100	[diff] [blame]	678
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	679	ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
				680	ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer	0c64f46	2019-06-18 16:32:30 +0100	[diff] [blame]	681
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	682	// Floor
Finn Williams	7faf9a8	2020-08-27 10:37:36 +0100	[diff] [blame]	683	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	684
Teresa Charlin	f540eb8	2020-04-10 19:24:55 +0100	[diff] [blame]	685	// Gather
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	686	ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
				687	ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsUint8, Gather1dParamsUint8Test)
				688	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
				689	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Teresa Charlin	f540eb8	2020-04-10 19:24:55 +0100	[diff] [blame]	690
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	691	// Equal
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	692	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimple, EqualSimpleTest)
				693	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1Element, EqualBroadcast1ElementTest)
				694	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	695
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	696	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleUint8, EqualSimpleUint8Test)
				697	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
				698	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	699
kevmay01	eed8592	2019-01-28 08:37:25 +0000	[diff] [blame]	700	// Greater
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	701	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimple, GreaterSimpleTest)
				702	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
				703	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
Aron Virginas-Tar	3bc00ec	2019-10-18 15:42:58 +0100	[diff] [blame]	704
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	705	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleUint8, GreaterSimpleUint8Test)
				706	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
				707	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
kevmay01	eed8592	2019-01-28 08:37:25 +0000	[diff] [blame]	708
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	709	// GreaterOrEqual
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	710	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
				711	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
				712	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	713
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	714	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
				715	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
				716	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	717
				718	// Less
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	719	ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimple, LessSimpleTest)
				720	ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1Element, LessBroadcast1ElementTest)
				721	ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVector, LessBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	722
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	723	ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleUint8, LessSimpleUint8Test)
				724	ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
				725	ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	726
				727	// LessOrEqual
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	728	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimple, LessOrEqualSimpleTest)
				729	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
				730	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	731
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	732	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
				733	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
				734	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	735
				736	// NotEqual
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	737	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimple, NotEqualSimpleTest)
				738	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
				739	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	740
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	741	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
				742	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
				743	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	744
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	745	// Reshape
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	746	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
				747	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>)
				748	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
				749	ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
Narumol Prangnawarat	0c95f4c	2020-11-18 16:52:07 +0000	[diff] [blame^]	750	ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	751
Éanna Ó Catháin	1205574	2019-01-25 10:01:40 +0000	[diff] [blame]	752	// Pad
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	753	ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest)
				754	ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
				755	ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat323d, PadFloat323dTest)
				756	ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat324d, PadFloat324dTest)
Éanna Ó Catháin	1205574	2019-01-25 10:01:40 +0000	[diff] [blame]	757
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	758	ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82d, PadUint82dTest)
				759	ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
				760	ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint83d, PadUint83dTest)
				761	ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint84d, PadUint84dTest)
Teresa Charlin	ec8e198	2019-07-02 16:24:09 +0100	[diff] [blame]	762
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	763	ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
				764	ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
				765	ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
				766	ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
FinnWilliamsArm	8b797a8	2019-07-09 16:01:41 +0100	[diff] [blame]	767
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	768	// Permute
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	769	ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
				770	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
				771	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
				772	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
				773	ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
				774	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
				775	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
				776	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
				777	ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
				778	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
				779	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
				780	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	781
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	782	// Lstm
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	783	ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
				784	LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
				785	ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
				786	LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
				787	ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
				788	LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
				789	ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
				790	LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	791
James Conroy	cc34093	2020-05-12 18:08:52 +0100	[diff] [blame]	792	// QLstm
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	793	ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm, QLstmTest)
				794	ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm1, QLstmTest1)
				795	ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm2, QLstmTest2)
James Conroy	cc34093	2020-05-12 18:08:52 +0100	[diff] [blame]	796
				797	// QuantizedLstm
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	798	ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizedLstm, QuantizedLstmTest)
Francis Murtagh	4fc3c48	2019-08-02 13:20:54 +0100	[diff] [blame]	799
Matthew Bentham	fd89996	2018-12-31 15:49:42 +0000	[diff] [blame]	800	// Mean
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	801	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
				802	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
				803	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
				804	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
				805	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
				806	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
				807	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matthew Bentham	fd89996	2018-12-31 15:49:42 +0000	[diff] [blame]	808
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	809	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
				810	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
				811	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
				812	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
				813	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
				814	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
				815	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	816
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	817	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
				818	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
				819	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
				820	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
				821	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
				822	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
				823	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
Matthew Bentham	fd89996	2018-12-31 15:49:42 +0000	[diff] [blame]	824
Nattapat Chaimanowong	4e6597a	2018-12-20 14:14:06 +0000	[diff] [blame]	825	// Max
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	826	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaximum, MaximumSimpleTest)
				827	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
				828	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
				829	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumUint8, MaximumUint8Test)
				830	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
				831	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Nattapat Chaimanowong	4e6597a	2018-12-20 14:14:06 +0000	[diff] [blame]	832
Conor Kennedy	54b2169	2019-01-09 07:57:38 +0000	[diff] [blame]	833	// Min
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	834	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum1, MinimumBroadcast1ElementTest1)
				835	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum2, MinimumBroadcast1ElementTest2)
				836	ARMNN_AUTO_TEST_CASE_WITH_THF(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Conor Kennedy	54b2169	2019-01-09 07:57:38 +0000	[diff] [blame]	837
narpra01	55a97bc	2018-10-02 14:35:53 +0100	[diff] [blame]	838	// Normalization
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	839	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
				840	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
				841	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
narpra01	55a97bc	2018-10-02 14:35:53 +0100	[diff] [blame]	842
Sadik Armagan	c625f00	2018-12-17 11:32:16 +0000	[diff] [blame]	843	// Resize Bilinear - NCHW data layout
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	844	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW)
				845	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW)
				846	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW)
				847	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW)
				848	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW)
Sadik Armagan	c625f00	2018-12-17 11:32:16 +0000	[diff] [blame]	849
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	850	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8,
				851	SimpleResizeBilinearTest<DataType::QAsymmU8>,
				852	DataLayout::NCHW)
				853	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8,
				854	ResizeBilinearNopTest<DataType::QAsymmU8>,
				855	DataLayout::NCHW)
				856	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8,
				857	ResizeBilinearSqMinTest<DataType::QAsymmU8>,
				858	DataLayout::NCHW)
				859	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8,
				860	ResizeBilinearMinTest<DataType::QAsymmU8>,
				861	DataLayout::NCHW)
				862	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8,
				863	ResizeBilinearMagTest<DataType::QAsymmU8>,
				864	DataLayout::NCHW)
Conor Kennedy	dc1c082	2019-02-01 07:23:17 +0000	[diff] [blame]	865
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	866	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear,
				867	HalfPixelCentersResizeBilinearTest<DataType::Float32>,
				868	DataLayout::NCHW)
				869	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear,
				870	AlignCornersResizeBilinearTest<DataType::Float32>,
				871	DataLayout::NCHW)
				872	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8,
				873	HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
				874	DataLayout::NCHW)
				875	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8,
				876	AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
				877	DataLayout::NCHW)
				878	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8,
				879	HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
				880	DataLayout::NCHW)
				881	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8,
				882	AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
				883	DataLayout::NCHW)
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	884
Sadik Armagan	c625f00	2018-12-17 11:32:16 +0000	[diff] [blame]	885	// Resize Bilinear - NHWC data layout
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	886	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc,
				887	ResizeBilinearNopTest<DataType::Float32>,
				888	DataLayout::NHWC)
				889	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc,
				890	SimpleResizeBilinearTest<DataType::Float32>,
				891	DataLayout::NHWC)
				892	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc,
				893	ResizeBilinearSqMinTest<DataType::Float32>,
				894	DataLayout::NHWC)
				895	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc,
				896	ResizeBilinearMinTest<DataType::Float32>,
				897	DataLayout::NHWC)
				898	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagNhwc,
				899	ResizeBilinearMagTest<DataType::Float32>,
				900	DataLayout::NHWC)
Ellen Norris-Thompson	c4223d1	2019-06-10 14:15:12 +0100	[diff] [blame]	901
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	902	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc,
				903	ResizeBilinearNopTest<DataType::QAsymmU8>,
				904	DataLayout::NHWC)
				905	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc,
				906	SimpleResizeBilinearTest<DataType::QAsymmU8>,
				907	DataLayout::NHWC)
				908	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc,
				909	ResizeBilinearSqMinTest<DataType::QAsymmU8>,
				910	DataLayout::NHWC)
				911	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc,
				912	ResizeBilinearMinTest<DataType::QAsymmU8>,
				913	DataLayout::NHWC)
				914	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8Nhwc,
				915	ResizeBilinearMagTest<DataType::QAsymmU8>,
				916	DataLayout::NHWC)
Sadik Armagan	c625f00	2018-12-17 11:32:16 +0000	[diff] [blame]	917
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	918	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc,
				919	HalfPixelCentersResizeBilinearTest<DataType::Float32>,
				920	DataLayout::NHWC)
				921	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc,
				922	AlignCornersResizeBilinearTest<DataType::Float32>,
				923	DataLayout::NHWC)
				924	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc,
				925	HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
				926	DataLayout::NHWC)
				927	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc,
				928	AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
				929	DataLayout::NHWC)
				930	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc,
				931	HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
				932	DataLayout::NHWC)
				933	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc,
				934	AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
				935	DataLayout::NHWC)
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	936
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	937	// Resize NearestNeighbor - NCHW
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	938	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor,
				939	SimpleResizeNearestNeighborTest<DataType::Float32>,
				940	DataLayout::NCHW)
				941	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop,
				942	ResizeNearestNeighborNopTest<DataType::Float32>,
				943	DataLayout::NCHW)
				944	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin,
				945	ResizeNearestNeighborSqMinTest<DataType::Float32>,
				946	DataLayout::NCHW)
				947	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin,
				948	ResizeNearestNeighborMinTest<DataType::Float32>,
				949	DataLayout::NCHW)
				950	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag,
				951	ResizeNearestNeighborMagTest<DataType::Float32>,
				952	DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	953
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	954	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8,
				955	SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
				956	DataLayout::NCHW)
				957	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8,
				958	ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
				959	DataLayout::NCHW)
				960	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8,
				961	ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
				962	DataLayout::NCHW)
				963	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8,
				964	ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
				965	DataLayout::NCHW)
				966	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8,
				967	ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
				968	DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	969
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	970	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour,
				971	HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
				972	DataLayout::NCHW)
				973	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour,
				974	AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
				975	DataLayout::NCHW)
				976	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8,
				977	HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
				978	DataLayout::NCHW)
				979	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8,
				980	AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
				981	DataLayout::NCHW)
				982	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8,
				983	HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
				984	DataLayout::NCHW)
				985	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8,
				986	AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
				987	DataLayout::NCHW)
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	988
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	989	// Resize NearestNeighbor - NHWC
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	990	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc,
				991	ResizeNearestNeighborNopTest<DataType::Float32>,
				992	DataLayout::NHWC)
				993	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc,
				994	SimpleResizeNearestNeighborTest<DataType::Float32>,
				995	DataLayout::NHWC)
				996	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc,
				997	ResizeNearestNeighborSqMinTest<DataType::Float32>,
				998	DataLayout::NHWC)
				999	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc,
				1000	ResizeNearestNeighborMinTest<DataType::Float32>,
				1001	DataLayout::NHWC)
				1002	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc,
				1003	ResizeNearestNeighborMagTest<DataType::Float32>,
				1004	DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	1005
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1006	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc,
				1007	ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
				1008	DataLayout::NHWC)
				1009	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc,
				1010	SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
				1011	DataLayout::NHWC)
				1012	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc,
				1013	ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
				1014	DataLayout::NHWC)
				1015	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc,
				1016	ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
				1017	DataLayout::NHWC)
				1018	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc,
				1019	ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
				1020	DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	1021
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1022	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNhwc,
				1023	HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
				1024	DataLayout::NHWC)
				1025	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNhwc,
				1026	AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
				1027	DataLayout::NHWC)
				1028	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nhwc,
				1029	HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
				1030	DataLayout::NHWC)
				1031	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8Nhwc,
				1032	AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
				1033	DataLayout::NHWC)
				1034	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nhwc,
				1035	HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
				1036	DataLayout::NHWC)
				1037	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nhwc,
				1038	AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
				1039	DataLayout::NHWC)
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	1040
josh minor	036f02d	2019-11-15 14:53:22 -0600	[diff] [blame]	1041	// Slice
				1042	ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
				1043	ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
				1044	ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
				1045	ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
				1046	ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
				1047	ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
				1048	ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
				1049	ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
				1050	ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
				1051	ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
				1052	ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
				1053	ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
				1054
FinnWilliamsArm	1fa1919	2019-08-02 17:26:31 +0100	[diff] [blame]	1055	// Strided Slice
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	1056	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
				1057	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
				1058	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
				1059	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
				1060	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	1061	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32,
				1062	StridedSliceShrinkAxisMaskCTSFloat32Test)
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	1063	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1064	StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
				1065	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1066	StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
				1067	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1068	StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
				1069	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1070	StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
				1071	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1072	StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
				1073	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1074	StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
				1075	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1076	StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
				1077	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1078	StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
				1079	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1080	StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
				1081	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
				1082	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
				1083	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
				1084	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
FinnWilliamsArm	1fa1919	2019-08-02 17:26:31 +0100	[diff] [blame]	1085
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	1086	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dUint8, StridedSlice4dUint8Test)
				1087	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
				1088	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
				1089	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
				1090	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
				1091	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1092	StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
				1093	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1094	StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
				1095	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1096	StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
				1097	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1098	StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
				1099	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1100	StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
				1101	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1102	StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
				1103	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1104	StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
				1105	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1106	StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
				1107	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1108	StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
				1109	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dUint8, StridedSlice3dUint8Test)
				1110	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
				1111	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dUint8, StridedSlice2dUint8Test)
				1112	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
FinnWilliamsArm	1fa1919	2019-08-02 17:26:31 +0100	[diff] [blame]	1113
Sadik Armagan	fabc289	2019-05-31 09:05:11 +0100	[diff] [blame]	1114	// Quantize
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1115	ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
				1116	ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampUint8, QuantizeClampUint8Test)
Sadik Armagan	fabc289	2019-05-31 09:05:11 +0100	[diff] [blame]	1117
Nikhil Raj	9b46148	2019-07-03 15:58:31 +0100	[diff] [blame]	1118	// PReLU
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	1119	ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest<DataType::Float32>)
				1120	ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest<DataType::QAsymmU8>)
Nikhil Raj	9b46148	2019-07-03 15:58:31 +0100	[diff] [blame]	1121
Matthew Jackson	87f65ea	2019-08-01 10:01:34 +0100	[diff] [blame]	1122	// Stack
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	1123	ARMNN_AUTO_TEST_CASE_WITH_THF(Stack0Axis, StackAxis0Float32Test)
				1124	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
				1125	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
				1126	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
				1127	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
				1128	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput5D, StackOutput5DFloat32Test)
Matthew Jackson	87f65ea	2019-08-01 10:01:34 +0100	[diff] [blame]	1129
Mike Kelly	c9ea45a	2020-02-28 18:11:58 +0000	[diff] [blame]	1130	// Transpose
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1131	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
				1132	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
				1133	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
				1134	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
				1135	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymms8, SimpleTransposeTest<DataType::QAsymmS8>)
				1136	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
				1137	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
				1138	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
				1139	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
				1140	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
				1141	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
				1142	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
				1143	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
				1144	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
				1145	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
				1146	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
Mike Kelly	c9ea45a	2020-02-28 18:11:58 +0000	[diff] [blame]	1147
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1148	// TransposeConvolution2d
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1149	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw,
				1150	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1151	true,
				1152	DataLayout::NCHW)
				1153	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc,
				1154	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1155	true,
				1156	DataLayout::NHWC)
				1157	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw,
				1158	SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1159	true,
				1160	DataLayout::NCHW)
				1161	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc,
				1162	SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1163	true,
				1164	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1165
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1166	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw,
				1167	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1168	false,
				1169	DataLayout::NCHW)
				1170	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
				1171	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1172	true,
				1173	DataLayout::NHWC)
				1174	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
				1175	SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1176	true,
				1177	DataLayout::NCHW)
				1178	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
				1179	SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1180	true,
				1181	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1182
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1183	ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw,
				1184	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1185	true,
				1186	DataLayout::NCHW)
				1187	ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc,
				1188	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1189	true,
				1190	DataLayout::NHWC)
				1191	ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw,
				1192	PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1193	true,
				1194	DataLayout::NCHW)
				1195	ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc,
				1196	PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1197	true,
				1198	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1199
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1200	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw,
				1201	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1202	false,
				1203	DataLayout::NCHW)
				1204	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
				1205	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1206	true,
				1207	DataLayout::NHWC)
				1208	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
				1209	PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
				1210	true,
				1211	DataLayout::NCHW)
				1212	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
				1213	PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
				1214	true,
				1215	DataLayout::NHWC)
				1216	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
				1217	PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1218	true,
				1219	DataLayout::NCHW)
				1220	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
				1221	PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1222	true,
				1223	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1224
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1225	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw,
				1226	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1227	true,
				1228	DataLayout::NCHW)
				1229	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc,
				1230	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1231	true,
				1232	DataLayout::NHWC)
				1233	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw,
				1234	StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1235	true,
				1236	DataLayout::NCHW)
				1237	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc,
				1238	StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1239	true,
				1240	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1241
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1242	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw,
				1243	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1244	false,
				1245	DataLayout::NCHW)
				1246	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc,
				1247	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1248	true,
				1249	DataLayout::NHWC)
				1250	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw,
				1251	StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1252	true,
				1253	DataLayout::NCHW)
				1254	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
				1255	StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1256	true,
				1257	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1258
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1259	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw,
				1260	MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1261	DataLayout::NCHW)
				1262	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc,
				1263	MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1264	DataLayout::NHWC)
				1265	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw,
				1266	MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1267	DataLayout::NCHW)
				1268	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc,
				1269	MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1270	DataLayout::NHWC)
Aron Virginas-Tar	7599aa4	2019-08-20 15:30:04 +0100	[diff] [blame]	1271
Aron Virginas-Tar	914e4db	2019-09-09 13:36:45 +0100	[diff] [blame]	1272	// Abs
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1273	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest<DataType::Float32>)
				1274	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest<DataType::Float32>)
				1275	ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest<DataType::Float32>)
Aron Virginas-Tar	914e4db	2019-09-09 13:36:45 +0100	[diff] [blame]	1276
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1277	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
				1278	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
				1279	ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
Kevin May	ec52c3a	2020-04-24 09:42:31 +0100	[diff] [blame]	1280
Aron Virginas-Tar	0dd3b43	2019-09-10 13:55:09 +0100	[diff] [blame]	1281	// Rsqrt
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1282	ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
				1283	ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
				1284	ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
				1285	ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Aron Virginas-Tar	0dd3b43	2019-09-10 13:55:09 +0100	[diff] [blame]	1286
James Conroy	d47a064	2019-09-17 14:22:06 +0100	[diff] [blame]	1287	// ArgMinMax
Sadik Armagan	43528ac	2020-08-27 09:06:40 +0100	[diff] [blame]	1288	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
				1289	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
				1290	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
				1291	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
				1292	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
				1293	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
James Conroy	d47a064	2019-09-17 14:22:06 +0100	[diff] [blame]	1294
Sadik Armagan	43528ac	2020-08-27 09:06:40 +0100	[diff] [blame]	1295	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
				1296	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
				1297	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
				1298	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
				1299	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymmS8, ArgMaxHeightTest<DataType::QAsymmS8>)
				1300	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymmS8, ArgMinWidthTest<DataType::QAsymmS8>)
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	1301
Sadik Armagan	43528ac	2020-08-27 09:06:40 +0100	[diff] [blame]	1302	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
				1303	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
				1304	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
				1305	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
				1306	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>)
				1307	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>)
Francis Murtagh	52ec346	2019-11-19 12:24:19 +0000	[diff] [blame]	1308
Sadik Armagan	ac47210	2020-03-24 09:54:36 +0000	[diff] [blame]	1309	// Neg
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1310	ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest<DataType::Float32>)
				1311	ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest<DataType::Float32>)
				1312	ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest<DataType::Float32>)
				1313	ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest<DataType::Float32>)
Sadik Armagan	ac47210	2020-03-24 09:54:36 +0000	[diff] [blame]	1314
Sadik Armagan	9fabf43	2020-05-27 13:40:58 +0100	[diff] [blame]	1315	// Exp
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1316	ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest<DataType::Float32>)
				1317	ARMNN_AUTO_TEST_CASE_WITH_THF(Exo3d, Exp3dTest<DataType::Float32>)
				1318	ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest<DataType::Float32>)
				1319	ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest<DataType::Float32>)
Sadik Armagan	9fabf43	2020-05-27 13:40:58 +0100	[diff] [blame]	1320
Sadik Armagan	a792a05	2020-06-23 16:22:23 +0100	[diff] [blame]	1321	// Fill
Finn Williams	8702007	2020-08-26 16:19:15 +0100	[diff] [blame]	1322	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>)
				1323	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>)
				1324	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>)
Sadik Armagan	a792a05	2020-06-23 16:22:23 +0100	[diff] [blame]	1325
Matteo Martincigh	db16dd3	2019-08-27 16:41:11 +0100	[diff] [blame]	1326	#if defined(ARMNNREF_ENABLED)
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	1327
				1328	// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
				1329	// if the reference backend is not built
				1330
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1331	// ============================================================================
				1332	// COMPARE tests
				1333
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1334	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareConv2dWithReference, CompareConvolution2dTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1335
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1336	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	1337	CompareDepthwiseConvolution2dFloatTest,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1338	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1339	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	1340	CompareDepthwiseConvolution2dUint8Test,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1341	DataLayout::NCHW)
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	1342
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1343	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	1344	CompareDepthwiseConvolution2dFloatTest,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1345	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1346	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	1347	CompareDepthwiseConvolution2dUint8Test,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1348	DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1349
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	1350	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationWithinWithReference, CompareNormalizationTest,
				1351	NormalizationAlgorithmChannel::Within,
				1352	NormalizationAlgorithmMethod::LocalBrightness)
				1353	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
				1354	NormalizationAlgorithmChannel::Across,
				1355	NormalizationAlgorithmMethod::LocalBrightness)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1356
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	1357	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max)
				1358	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test,
				1359	PoolingAlgorithm::Max)
				1360	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReference, ComparePooling2dTest,
				1361	PoolingAlgorithm::Average)
				1362	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test,
				1363	PoolingAlgorithm::Average)
				1364	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2)
				1365	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test,
				1366	PoolingAlgorithm::L2)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1367
Sadik Armagan	56785c7	2020-08-27 12:57:20 +0100	[diff] [blame]	1368	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
				1369	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1370
Sadik Armagan	56785c7	2020-08-27 12:57:20 +0100	[diff] [blame]	1371	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f)
				1372	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1373
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1374	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAddition, CompareAdditionTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1375
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1376	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMultiplicationWithReference, CompareMultiplicationTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1377
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1378	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareBatchNorm, CompareBatchNormTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1379
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1380	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
				1381	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1382
				1383	// ============================================================================
				1384	// FIXTURE tests
				1385
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1386	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSigmoidActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1387	CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1388
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1389	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareTanhActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1390	CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1391
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1392	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLinearActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1393	CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1394
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1395	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareReLuActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1396	CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1397
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1398	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1399	CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1400	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1401	CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1402
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1403	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSoftReLuActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1404	CompareActivationTest, ActivationFunction::SoftReLu, 1u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1405
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1406	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLeakyReLuActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1407	CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1408
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1409	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareAbsActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1410	CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1411
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1412	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSqrtActivationWithReference, PositiveActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1413	CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1414
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1415	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSquareActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1416	CompareActivationTest, ActivationFunction::Square, 5u)
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	1417
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1418	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareEluActivationWithReference, ActivationFixture,
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	1419	CompareActivationTest, ActivationFunction::Elu, 5u)
				1420
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	1421	#endif
				1422
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1423	BOOST_AUTO_TEST_SUITE_END()