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
Colm Donelan	c42a987	2022-02-02 16:35:09 +0000	[diff] [blame]	8	#include <armnnTestUtils/TensorHelpers.hpp>
Sadik Armagan	a097d2a	2021-11-24 15:47:28 +0000	[diff] [blame]	9	#include <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 <backendsCommon/test/ActivationFixture.hpp>
				15	#include <backendsCommon/test/LayerTests.hpp>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	16
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	17	#include <doctest/doctest.h>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	18
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	19	TEST_SUITE("Compute_ArmComputeNeon")
				20	{
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	21	using namespace armnn;
				22
				23	using FactoryType = NeonWorkloadFactory;
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	24
				25	// ============================================================================
				26	// UNIT tests
				27
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	28	// BatchToSpace
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	29	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
				30	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
				31	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	32
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	33	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
				34	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
				35	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	36
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	37	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt1, BatchToSpaceNdNhwcTest1<DataType::QAsymmS8>)
				38	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt2, BatchToSpaceNdNhwcTest2<DataType::QAsymmS8>)
				39	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcInt3, BatchToSpaceNdNhwcTest3<DataType::QAsymmS8>)
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	40
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	41	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt1, BatchToSpaceNdNchwTest1<DataType::QAsymmS8>)
				42	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt2, BatchToSpaceNdNchwTest2<DataType::QAsymmS8>)
				43	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwInt3, BatchToSpaceNdNchwTest3<DataType::QAsymmS8>)
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	44
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	45	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QAsymmU8>)
				46	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QAsymmU8>)
				47	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QAsymmU8>)
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	48
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	49	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QAsymmU8>)
				50	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QAsymmU8>)
				51	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QAsymmU8>)
Mike Kelly	5685802	2020-01-27 12:14:47 +0000	[diff] [blame]	52
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	53	// Convolution
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	54	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution1d, Convolution1dTest, true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	55
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	56	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
				57	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
				58	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
				59	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
				60	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
				61	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
				62	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dStride2x2Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	63	SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	64
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	65	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
				66	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPadding,
				67	Convolution2dAsymmetricPaddingTest,
				68	DataLayout::NCHW)
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	69
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	70	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
				71	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dAsymmetricPaddingNhwc,
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	72	Convolution2dAsymmetricPaddingTest,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	73	DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	74
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	75	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
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(Convolution2d3x3Dilation3x3,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	78	Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	79	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	80	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	81	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	82	Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	83	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	84	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	85	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Int8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	86	Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
				87	false,
				88	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	89	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcInt8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	90	Convolution2d3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
				91	false,
				92	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	93	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3Uint8,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	94	Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	95	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	96	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	97	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d3x3Dilation3x3NhwcUint8,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	98	Convolution2d3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	99	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	100	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	101	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	102	Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	103	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	104	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	105	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	106	Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	107	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	108	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	109	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Int8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	110	Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
				111	false,
				112	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	113	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcInt8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	114	Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmS8, DataType::Signed32>,
				115	false,
				116	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	117	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3Uint8,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	118	Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	119	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	120	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	121	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x3x3Dilation3x3NhwcUint8,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	122	Convolution2d2x3x3Dilation3x3Test<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	123	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	124	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	125	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	126	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	127	<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	128	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	129	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	130	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	131	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	132	<DataType::Float32, DataType::Float32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	133	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	134	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	135	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Int8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	136	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
				137	<DataType::QAsymmS8, DataType::Signed32>,
				138	false,
				139	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	140	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcInt8,
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	141	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
				142	<DataType::QAsymmS8, DataType::Signed32>,
				143	false,
				144	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	145	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	146	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	147	<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	148	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	149	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	150	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	151	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	152	<DataType::QAsymmU8, DataType::Signed32>,
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	153	false,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	154	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	155	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult4,
Kevin May	665a964a	2019-08-21 16:53:50 +0100	[diff] [blame]	156	DepthwiseConvolution2dMult4Test<armnn::DataType::Float32, armnn::DataType::Float32>,
				157	false,
				158	armnn::DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	159	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dMult2,
Kevin May	665a964a	2019-08-21 16:53:50 +0100	[diff] [blame]	160	DepthwiseConvolution2dMult2Test<armnn::DataType::Float32, armnn::DataType::Float32>,
				161	false,
				162	armnn::DataLayout::NCHW)
Jan Eilers	59c6670	2019-07-11 10:22:36 +0100	[diff] [blame]	163
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	164	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNchw, Convolution2dPerAxisQuantTest, DataLayout::NCHW);
				165	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution2dPerAxisQuantTestNhwc, Convolution2dPerAxisQuantTest, DataLayout::NHWC);
Aron Virginas-Tar	21fc28b	2019-11-26 14:04:54 +0000	[diff] [blame]	166
Teresa Charlin	ec5f7d1	2021-10-22 17:15:00 +0100	[diff] [blame]	167	// Convolution 3d - NDHWC
				168	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Float32,
				169	SimpleConvolution3d3x3x3Float32Test,
				170	false,
				171	DataLayout::NDHWC)
				172	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Int8,
				173	SimpleConvolution3d3x3x3Int8Test,
				174	false,
				175	DataLayout::NDHWC)
				176	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConvolution3d3x3x3Uint8,
				177	SimpleConvolution3d3x3x3Uint8Test,
				178	false,
				179	DataLayout::NDHWC)
				180
				181	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5Float32,
				182	Convolution3d2x2x2Strides3x5x5Float32Test,
				183	false,
				184	DataLayout::NDHWC)
				185	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestInt8,
				186	Convolution3d2x2x2Strides3x5x5Int8Test,
				187	true,
				188	DataLayout::NDHWC)
				189	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Strides3x5x5TestUint8,
				190	Convolution3d2x2x2Strides3x5x5Uint8Test,
				191	false,
				192	DataLayout::NDHWC)
				193
				194	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3Float32,
				195	Convolution3dPaddingSame3x3x3Float32Test,
				196	false,
				197	DataLayout::NDHWC)
				198	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestInt8,
				199	Convolution3dPaddingSame3x3x3Int8Test,
				200	false,
				201	DataLayout::NDHWC)
				202	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3dPaddingSame3x3x3TestUint8,
				203	Convolution3dPaddingSame3x3x3Uint8Test,
				204	false,
				205	DataLayout::NDHWC)
				206
				207	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2Stride3x3x3SmallTestFloat32,
				208	Convolution3d2x2x2Stride3x3x3SmallFloat32Test,
				209	false,
				210	DataLayout::NDHWC)
				211	#ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
				212	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x3x3TestFloat16,
				213	Convolution3d2x3x3Float16Test,
				214	true,
				215	DataLayout::NDHWC)
				216	ARMNN_AUTO_TEST_CASE_WITH_THF(Convolution3d2x2x2SmallTestFloat16,
				217	Convolution3d2x2x2SmallFloat16Test,
				218	false,
				219	DataLayout::NDHWC)
				220	#endif
				221
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	222	// DepthToSpace
				223	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NCHW);
				224	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NCHW);
				225	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NCHW);
				226	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NCHW);
				227
Aron Virginas-Tar	99836d3	2019-09-30 16:34:31 +0100	[diff] [blame]	228	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NCHW);
				229	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NCHW);
				230	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NCHW);
				231	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NCHW);
				232
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	233	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NCHW);
				234	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NCHW);
				235	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NCHW);
				236	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NCHW);
				237
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	238	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NCHW);
				239	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NCHW);
				240	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NCHW);
				241	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NCHW);
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	242
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	243	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NCHW);
				244	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NCHW);
				245	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NCHW);
				246	ARMNN_AUTO_TEST_CASE(DepthToSpaceNchwInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NCHW);
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	247
				248	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_1, DepthToSpaceTest1<DataType::Float32>, DataLayout::NHWC);
				249	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_2, DepthToSpaceTest2<DataType::Float32>, DataLayout::NHWC);
				250	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_3, DepthToSpaceTest3<DataType::Float32>, DataLayout::NHWC);
				251	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat32_4, DepthToSpaceTest4<DataType::Float32>, DataLayout::NHWC);
				252
Aron Virginas-Tar	99836d3	2019-09-30 16:34:31 +0100	[diff] [blame]	253	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_1, DepthToSpaceTest1<DataType::Float16>, DataLayout::NHWC);
				254	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_2, DepthToSpaceTest2<DataType::Float16>, DataLayout::NHWC);
				255	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_3, DepthToSpaceTest3<DataType::Float16>, DataLayout::NHWC);
				256	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcFloat16_4, DepthToSpaceTest4<DataType::Float16>, DataLayout::NHWC);
				257
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	258	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_1, DepthToSpaceTest1<DataType::QAsymmS8>, DataLayout::NHWC);
				259	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_2, DepthToSpaceTest2<DataType::QAsymmS8>, DataLayout::NHWC);
				260	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_3, DepthToSpaceTest3<DataType::QAsymmS8>, DataLayout::NHWC);
				261	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt8_4, DepthToSpaceTest4<DataType::QAsymmS8>, DataLayout::NHWC);
				262
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	263	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_1, DepthToSpaceTest1<DataType::QAsymmU8>, DataLayout::NHWC);
				264	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_2, DepthToSpaceTest2<DataType::QAsymmU8>, DataLayout::NHWC);
				265	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_3, DepthToSpaceTest3<DataType::QAsymmU8>, DataLayout::NHWC);
				266	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcUint8_4, DepthToSpaceTest4<DataType::QAsymmU8>, DataLayout::NHWC);
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	267
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	268	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_1, DepthToSpaceTest1<DataType::QSymmS16>, DataLayout::NHWC);
				269	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_2, DepthToSpaceTest2<DataType::QSymmS16>, DataLayout::NHWC);
				270	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_3, DepthToSpaceTest3<DataType::QSymmS16>, DataLayout::NHWC);
				271	ARMNN_AUTO_TEST_CASE(DepthToSpaceNhwcInt16_4, DepthToSpaceTest4<DataType::QSymmS16>, DataLayout::NHWC);
Aron Virginas-Tar	2f00b74	2019-09-30 13:28:08 +0100	[diff] [blame]	272
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	273	// Depthwise Convolution
Jan Eilers	53ef795	2021-06-02 12:01:25 +0100	[diff] [blame]	274	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2d, DepthwiseConvolution2dTest, true, DataLayout::NCHW)
				275	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dUint8, DepthwiseConvolution2dUint8Test, true, DataLayout::NCHW)
				276
				277	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2d, DepthwiseConvolution2dTest, false, DataLayout::NCHW)
				278
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	279	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	280	DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	281	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	282	DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	283	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	284	DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	285	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	286	DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	287
				288	// NHWC Depthwise Convolution
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	289	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1NHhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	290	DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	291	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	292	DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	293	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	294	DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	295	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	296	DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	297
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	298	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
				299	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
Bruno Goncalves	22972f0	2019-04-26 21:03:24 -0300	[diff] [blame]	300	SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	301
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	302
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	303	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetric,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	304	DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	305	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetric,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	306	DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	307	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dAsymmetricNhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	308	DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	309	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	310	DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	311
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	312	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
Matthew Jackson	9910792	2019-07-25 12:58:56 +0100	[diff] [blame]	313
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	314	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNchw, DepthwiseConvolution2dPerAxisQuantTest,
Aron Virginas-Tar	2445744	2019-11-27 13:18:25 +0000	[diff] [blame]	315	DataLayout::NCHW);
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	316	ARMNN_AUTO_TEST_CASE_WITH_THF(DepthwiseConvolution2dPerAxisQuantTestNhwc, DepthwiseConvolution2dPerAxisQuantTest,
Aron Virginas-Tar	2445744	2019-11-27 13:18:25 +0000	[diff] [blame]	317	DataLayout::NHWC);
				318
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	319	namespace
				320	{
				321
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	322	DepthwiseConvolution2dDescriptor MakeDepthwiseConv2dDesc(uint32_t strideX, uint32_t strideY,
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	323	uint32_t depthMultiplier = 1, uint32_t padLeft = 0, uint32_t padRight = 0,
				324	uint32_t padTop = 0, uint32_t padBottom = 0)
				325	{
Jan Eilers	8eb2560	2020-03-09 12:13:48 +0000	[diff] [blame]	326	IgnoreUnused(depthMultiplier);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	327
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	328	DepthwiseConvolution2dDescriptor desc;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	329
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	330	desc.m_PadLeft = padLeft;
				331	desc.m_PadRight = padRight;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	332
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	333	desc.m_PadTop = padTop;
				334	desc.m_PadBottom = padBottom;
				335	desc.m_StrideX = strideX;
				336	desc.m_StrideY = strideY;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	337	desc.m_BiasEnabled = false;
				338
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	339	return desc;
				340	}
				341
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	342	TensorInfo CreateOutputTensorInfo(const TensorInfo& inputInfo,
				343	const TensorInfo& weightsInfo,
				344	const DepthwiseConvolution2dDescriptor& descriptor,
				345	DataType dataType)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	346	{
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	347	const TensorShape& inputShape = inputInfo.GetShape();
				348	const TensorShape& filterShape = weightsInfo.GetShape();
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	349
				350	unsigned int inWidth = inputShape[3];
				351	unsigned int inHeight = inputShape[2];
				352	unsigned int inBatchSize = inputShape[0];
				353
Jan Eilers	53ef795	2021-06-02 12:01:25 +0100	[diff] [blame]	354	unsigned int filterWidth = filterShape[2];
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	355	unsigned int readWidth = (inWidth + descriptor.m_PadLeft + descriptor.m_PadRight) - (filterWidth);
				356	unsigned int outWidth = 1u + (readWidth / descriptor.m_StrideX);
				357
Jan Eilers	53ef795	2021-06-02 12:01:25 +0100	[diff] [blame]	358	unsigned int filterHeight = filterShape[1];
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	359	unsigned int readHeight = (inHeight + descriptor.m_PadTop + descriptor.m_PadBottom) - (filterHeight);
				360	unsigned int outHeight = 1u + (readHeight / descriptor.m_StrideY);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	361
Jan Eilers	53ef795	2021-06-02 12:01:25 +0100	[diff] [blame]	362	unsigned int outChannels = filterShape[3];
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	363	unsigned int outBatchSize = inBatchSize;
				364
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	365	TensorShape outputShape({outBatchSize, outChannels, outHeight, outWidth});
				366	return TensorInfo(outputShape, dataType);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	367	}
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	368	}
				369
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	370	TEST_CASE("DepthwiseConv2dUtils")
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	371	{
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	372	const DataType dataType = DataType::Float32;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	373
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	374	TensorInfo inputInfo({1, 1, 10, 10 }, dataType);
				375	TensorInfo outputInfo;
Jan Eilers	53ef795	2021-06-02 12:01:25 +0100	[diff] [blame]	376	TensorInfo weightsInfo3x3({ 1, 3, 3, 1 }, dataType); // [1,H,W,I*M]
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	377	TensorInfo biasesInfo;
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	378
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	379	DepthwiseConvolution2dDescriptor descriptor;
				380	NeonLayerSupport layerSupport;
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	381
				382	// Strides supported: 1,2,3
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	383	descriptor = MakeDepthwiseConv2dDesc(1, 1);
				384	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	385	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	386	weightsInfo3x3, biasesInfo));
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	387
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	388	descriptor = MakeDepthwiseConv2dDesc(1, 2);
				389	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	390	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	391	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	392
				393	descriptor = MakeDepthwiseConv2dDesc(1, 3);
				394	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	395	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	396	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	397
				398	descriptor = MakeDepthwiseConv2dDesc(2, 1);
				399	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	400	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	401	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	402
				403	descriptor = MakeDepthwiseConv2dDesc(2, 2);
				404	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	405	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	406	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	407
				408	descriptor = MakeDepthwiseConv2dDesc(2, 3);
				409	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	410	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	411	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	412
				413	descriptor = MakeDepthwiseConv2dDesc(3, 1);
				414	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	415	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	416	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	417
				418	descriptor = MakeDepthwiseConv2dDesc(3, 2);
				419	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	420	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	421	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	422
				423	descriptor = MakeDepthwiseConv2dDesc(3, 3);
				424	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	425	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	426	weightsInfo3x3, biasesInfo));
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	427
				428	// Supported stride 4
				429	descriptor = MakeDepthwiseConv2dDesc(4, 1);
				430	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	431	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	432	weightsInfo3x3, biasesInfo));
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	433
				434	// Supported weights shape 1x1
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	435	TensorInfo weightsInfo1x1({ 1, 1, 1, 1 }, DataType::Float32);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	436	descriptor = MakeDepthwiseConv2dDesc(1, 1);
				437	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo1x1, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	438	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	439	weightsInfo1x1, biasesInfo));
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	440
				441	// Supported shape 2x2
Jan Eilers	53ef795	2021-06-02 12:01:25 +0100	[diff] [blame]	442	TensorInfo weightsInfo2x2({ 1, 2, 2, 1 }, DataType::Float32);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	443	descriptor = MakeDepthwiseConv2dDesc(1, 1);
				444	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo2x2, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	445	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	446	weightsInfo2x2, biasesInfo));
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	447
				448	// Asymmetric padding
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	449	descriptor = MakeDepthwiseConv2dDesc(1, 1, 1, 1, 2, 1, 2);
				450	outputInfo = CreateOutputTensorInfo(inputInfo, weightsInfo3x3, descriptor, dataType);
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	451	CHECK(layerSupport.IsDepthwiseConvolutionSupported(inputInfo, outputInfo, descriptor,
Aron Virginas-Tar	fc82431	2018-10-15 15:00:13 +0100	[diff] [blame]	452	weightsInfo3x3, biasesInfo));
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	453	}
				454
Narumol Prangnawarat	01961a7	2019-05-30 16:47:12 +0100	[diff] [blame]	455	// Dequantize
Jan Eilers	f710793	2019-11-01 11:09:36 +0000	[diff] [blame]	456	// Fp16 is only supported if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC is enabled
Narumol Prangnawarat	01961a7	2019-05-30 16:47:12 +0100	[diff] [blame]	457	ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
				458	ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
Jan Eilers	f710793	2019-11-01 11:09:36 +0000	[diff] [blame]	459	ARMNN_AUTO_TEST_CASE(DequantizeSimpleInt16, DequantizeSimpleInt16Test)
Narumol Prangnawarat	01961a7	2019-05-30 16:47:12 +0100	[diff] [blame]	460
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	461	// Pooling
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	462	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4,
				463	SimpleMaxPooling2dSize3x3Stride2x4Test, true)
				464	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dSize3x3Stride2x4Uint8,
				465	SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	466
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	467	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
				468	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
				469	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
				470	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	471
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	472	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
				473	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NCHW)
				474	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8,
				475	SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
				476	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAveragePooling2dUint8Nhwc,
				477	SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	478
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	479	ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
				480	ARMNN_AUTO_TEST_CASE_WITH_THF(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	481
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	482	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
				483	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleL2Pooling2dNeon, SimpleL2Pooling2dTest, DataLayout::NHWC)
				484	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	485
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	486	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
				487	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
				488	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
				489	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
				490	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
				491	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
				492	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize7, L2Pooling2dSize7Test)
				493	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
				494	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Pooling2dSize9, L2Pooling2dSize9Test)
				495	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	496
				497	// Ignore padding values for pooling but count padding fields into the divisor
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	498	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
				499	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
				500	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
				501	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	502
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	503	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
				504	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
				505	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPadding,
				506	IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
				507	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
				508	IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
				509	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
				510	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3Uint8,
				511	IgnorePaddingAveragePooling2dSize3Uint8Test)
				512	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
				513	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test, false)
				514	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
				515	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				516	true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	517
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	518	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
				519	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8,
				520	IgnorePaddingSimpleL2Pooling2dUint8Test)
				521	ARMNN_AUTO_TEST_CASE_WITH_THF(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
				522	ARMNN_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8,
				523	IgnorePaddingL2Pooling2dSize3Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	524
				525	// Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	526	ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantLinearActivation, ConstantLinearActivationTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	527
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	528	// Sigmoid Activation / Logistic
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	529	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoid, SimpleSigmoidTest)
				530	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSigmoidUint8, SimpleSigmoidUint8Test)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	531
				532	// BoundedReLU Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	533	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1, BoundedReLuUpperAndLowerBoundTest)
				534	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6, BoundedReLuUpperBoundOnlyTest)
				535	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
				536	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	537
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	538	// ReLU Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	539	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLu, ReLuTest)
				540	ARMNN_AUTO_TEST_CASE_WITH_THF(ReLuUint8, ReLuUint8Test)
David Monahan	3b3c381	2020-02-25 09:03:29 +0000	[diff] [blame]	541
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	542	// SoftReLU Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	543	ARMNN_AUTO_TEST_CASE_WITH_THF(SoftReLu, SoftReLuTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	544
				545	// LeakyReLU Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	546	ARMNN_AUTO_TEST_CASE_WITH_THF(LeakyReLu, LeakyReLuTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	547
				548	// Abs Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	549	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs, AbsTest)
Narumol Prangnawarat	b98bbcf	2019-04-15 14:14:27 +0100	[diff] [blame]	550
Sadik Armagan	6095ba5	2019-09-13 17:07:19 +0100	[diff] [blame]	551	// Sqrt Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	552	ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt, SqrtTest)
				553	ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNN, SqrtNNTest)
Sadik Armagan	6095ba5	2019-09-13 17:07:19 +0100	[diff] [blame]	554
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	555	// Square Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	556	ARMNN_AUTO_TEST_CASE_WITH_THF(Square, SquareTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	557
				558	// Tanh Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	559	ARMNN_AUTO_TEST_CASE_WITH_THF(Tanh, TanhTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	560
				561	// Elu Activation
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	562	ARMNN_AUTO_TEST_CASE_WITH_THF(Elu, EluTest)
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	563
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	564	// Softmax
Colm Donelan	ade8c1d	2021-03-24 14:51:31 +0000	[diff] [blame]	565	// Moved to NeonLayerTests_NDK_Bug.cpp
				566	//ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
				567	//ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
Sadik Armagan	56785c7	2020-08-27 12:57:20 +0100	[diff] [blame]	568	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
				569	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	570
Keith Davis	69e653f	2020-07-02 11:49:26 +0100	[diff] [blame]	571	// LogSoftmax
Colm Donelan	ade8c1d	2021-03-24 14:51:31 +0000	[diff] [blame]	572	// Moved to NeonLayerTests_NDK_Bug.cpp
				573	//ARMNN_AUTO_TEST_CASE_WITH_THF(LogSoftmaxFloat32_1, LogSoftmaxTest1<DataType::Float32>)
Keith Davis	69e653f	2020-07-02 11:49:26 +0100	[diff] [blame]	574
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	575	// Space To Batch Nd
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	576	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
				577	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
				578	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
				579	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	580
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	581	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
				582	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
				583	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
				584	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	585
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	586	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	587	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcFloat32,
				588	SpaceToBatchNdMultiChannelsNhwcFloat32Test)
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	589	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
				590	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	591
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	592	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	593	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiChannelsNhwcUint8,
				594	SpaceToBatchNdMultiChannelsNhwcUint8Test)
Sadik Armagan	714fe5b	2020-08-27 12:46:36 +0100	[diff] [blame]	595	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
				596	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Mike Kelly	0be3a88	2020-01-24 11:27:50 +0000	[diff] [blame]	597
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	598	// SpaceToDepth
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	599	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
				600	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	601
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	602	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc1Float32, SpaceToDepthNhwcFloat32Test1)
				603	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	604
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	605	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
				606	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	607
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	608	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
				609	ARMNN_AUTO_TEST_CASE_WITH_THF(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
Ellen Norris-Thompson	2979457	2019-06-26 16:40:36 +0100	[diff] [blame]	610
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	611	// Splitter
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	612	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterFloat32, SplitterFloat32Test)
				613	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSplitterUint8, SplitterUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	614
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	615	ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterFloat32, CopyViaSplitterFloat32Test)
				616	ARMNN_AUTO_TEST_CASE_WITH_THF(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	617
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	618	// Concat
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	619	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleConcat, ConcatTest)
				620	ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8, ConcatUint8Test)
				621	ARMNN_AUTO_TEST_CASE_WITH_THF(ConcatUint8DifferentInputOutputQParam,
Derek Lamberti	f90c56d	2020-01-10 17:14:08 +0000	[diff] [blame]	622	ConcatDifferentInputOutputQParamTest<DataType::QAsymmU8>, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	623
Narumol Prangnawarat	250d392	2020-03-30 16:11:04 +0100	[diff] [blame]	624	// Convert from BFloat16 to Float32
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	625	ARMNN_AUTO_TEST_CASE_WITH_THF(ConvertBf16ToFp32, ConvertBf16ToFp32Test)
Narumol Prangnawarat	250d392	2020-03-30 16:11:04 +0100	[diff] [blame]	626
				627	// Convert from Float32 to BFloat16
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	628	ARMNN_AUTO_TEST_CASE_WITH_THF(ConvertFp32ToBf16, ConvertFp32ToBf16Test)
Narumol Prangnawarat	250d392	2020-03-30 16:11:04 +0100	[diff] [blame]	629
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	630	// Fully Connected
Finn Williams	7faf9a8	2020-08-27 10:37:36 +0100	[diff] [blame]	631	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
				632	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
				633	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
				634	ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLarge, FullyConnectedLargeTest, false)
				635	ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
Sadik Armagan	f0a6dec	2021-03-25 07:46:55 +0000	[diff] [blame]	636	ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedUint8, FullyConnectedTest<DataType::QAsymmU8>, false, true)
				637	ARMNN_AUTO_TEST_CASE_WITH_THF(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QAsymmU8>, true, true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	638
				639	// Add
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	640	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleAdd, AdditionTest)
				641	ARMNN_AUTO_TEST_CASE_WITH_THF(Add5d, Addition5dTest)
				642	ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast, AdditionBroadcastTest)
				643	ARMNN_AUTO_TEST_CASE_WITH_THF(AddBroadcast1Element, AdditionBroadcast1ElementTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	644
David Beck	bc39245	2018-09-10 14:47:28 +0100	[diff] [blame]	645	// Sub
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	646	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleSub, SubtractionTest)
				647	ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
				648	ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast, SubtractionBroadcastTest)
				649	ARMNN_AUTO_TEST_CASE_WITH_THF(SubtractionUint8, SubtractionUint8Test)
				650	ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcastUint8, SubtractionBroadcastUint8Test)
				651	ARMNN_AUTO_TEST_CASE_WITH_THF(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck	bc39245	2018-09-10 14:47:28 +0100	[diff] [blame]	652
Pablo Tello	e61f071	2020-01-23 10:37:17 +0000	[diff] [blame]	653	// Div
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	654	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleDivision, DivisionTest)
				655	ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionByZero, DivisionByZeroTest)
				656	ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
				657	ARMNN_AUTO_TEST_CASE_WITH_THF(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
Pablo Tello	e61f071	2020-01-23 10:37:17 +0000	[diff] [blame]	658
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	659	// Mul
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	660	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMultiplication, MultiplicationTest)
				661	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
				662	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
				663	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationUint8, MultiplicationUint8Test)
				664	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
				665	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
				666	ARMNN_AUTO_TEST_CASE_WITH_THF(Multiplication5d, Multiplication5dTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	667
				668	// Batch Norm
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	669	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32, BatchNormFloat32Test)
				670	ARMNN_AUTO_TEST_CASE_WITH_THF(BatchNormFloat32Nhwc, BatchNormFloat32NhwcTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	671
David Monahan	97451b4	2020-12-03 09:48:06 +0000	[diff] [blame]	672	// Rank
				673	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float16, RankDimSize1Test<DataType::Float16>)
				674	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Float32, RankDimSize1Test<DataType::Float32>)
				675	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmU8, RankDimSize1Test<DataType::QAsymmU8>)
				676	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1Signed32, RankDimSize1Test<DataType::Signed32>)
				677	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QSymmS16, RankDimSize1Test<DataType::QSymmS16>)
				678	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1QAsymmS8, RankDimSize1Test<DataType::QAsymmS8>)
				679	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize1BFloat16, RankDimSize1Test<DataType::BFloat16>)
				680
				681	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float16, RankDimSize2Test<DataType::Float16>)
				682	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Float32, RankDimSize2Test<DataType::Float32>)
				683	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmU8, RankDimSize2Test<DataType::QAsymmU8>)
				684	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2Signed32, RankDimSize2Test<DataType::Signed32>)
				685	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QSymmS16, RankDimSize2Test<DataType::QSymmS16>)
				686	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2QAsymmS8, RankDimSize2Test<DataType::QAsymmS8>)
				687	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize2BFloat16, RankDimSize2Test<DataType::BFloat16>)
				688
				689	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float16, RankDimSize3Test<DataType::Float16>)
				690	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Float32, RankDimSize3Test<DataType::Float32>)
				691	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmU8, RankDimSize3Test<DataType::QAsymmU8>)
				692	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3Signed32, RankDimSize3Test<DataType::Signed32>)
				693	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QSymmS16, RankDimSize3Test<DataType::QSymmS16>)
				694	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3QAsymmS8, RankDimSize3Test<DataType::QAsymmS8>)
				695	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize3BFloat16, RankDimSize3Test<DataType::BFloat16>)
				696
				697	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float16, RankDimSize4Test<DataType::Float16>)
				698	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Float32, RankDimSize4Test<DataType::Float32>)
				699	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmU8, RankDimSize4Test<DataType::QAsymmU8>)
				700	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4Signed32, RankDimSize4Test<DataType::Signed32>)
				701	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QSymmS16, RankDimSize4Test<DataType::QSymmS16>)
				702	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4QAsymmS8, RankDimSize4Test<DataType::QAsymmS8>)
				703	ARMNN_AUTO_TEST_CASE_WITH_THF(RankDimSize4BFloat16, RankDimSize4Test<DataType::BFloat16>)
				704
Sadik Armagan	0d4863d	2019-10-09 14:26:32 +0100	[diff] [blame]	705	// InstanceNormalization
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	706	ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw, InstanceNormFloat32Test, DataLayout::NCHW);
				707	ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc, InstanceNormFloat32Test, DataLayout::NHWC);
Sadik Armagan	0d4863d	2019-10-09 14:26:32 +0100	[diff] [blame]	708
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	709	ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nchw2, InstanceNormFloat32Test2, DataLayout::NCHW);
				710	ARMNN_AUTO_TEST_CASE_WITH_THF(InstanceNormFloat32Nhwc2, InstanceNormFloat32Test2, DataLayout::NHWC);
Sadik Armagan	0d4863d	2019-10-09 14:26:32 +0100	[diff] [blame]	711
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	712	// Constant
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	713	ARMNN_AUTO_TEST_CASE_WITH_THF(Constant, ConstantTest)
				714	ARMNN_AUTO_TEST_CASE_WITH_THF(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	715
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	716	// Concat
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	717	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1d, Concat1dTest)
				718	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat1dUint8, Concat1dUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	719
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	720	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0, Concat2dDim0Test)
				721	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
				722	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1, Concat2dDim1Test)
				723	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	724
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	725	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
				726	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
				727	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
				728	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	729
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	730	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0, Concat3dDim0Test)
				731	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
				732	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1, Concat3dDim1Test)
				733	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
				734	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2, Concat3dDim2Test, false)
				735	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	736
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	737	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
				738	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
				739	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
				740	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
				741	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
				742	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	743
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	744	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0, Concat4dDim0Test)
				745	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1, Concat4dDim1Test)
				746	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3, Concat4dDim3Test, false)
				747	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
				748	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
				749	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	750
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	751	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
				752	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
				753	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
				754	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
				755	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
				756	ARMNN_AUTO_TEST_CASE_WITH_THF(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
Sadik Armagan	0d4863d	2019-10-09 14:26:32 +0100	[diff] [blame]	757
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	758	// L2 Normalization
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	759	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
				760	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
				761	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
				762	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	763
Colm Donelan	ade8c1d	2021-03-24 14:51:31 +0000	[diff] [blame]	764	// Moved to NeonLayerTests_NDK_Bug.cpp
				765	//ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	766	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
				767	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
				768	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	769
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	770	ARMNN_AUTO_TEST_CASE_WITH_THF(L2Normalization2dShape, L2Normalization2dShapeTest);
Matthew Jackson	82b15ed	2019-07-25 16:14:30 +0100	[diff] [blame]	771
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	772	ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
				773	ARMNN_AUTO_TEST_CASE_WITH_THF(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer	0c64f46	2019-06-18 16:32:30 +0100	[diff] [blame]	774
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	775	// Floor
Finn Williams	7faf9a8	2020-08-27 10:37:36 +0100	[diff] [blame]	776	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	777
Teresa Charlin	f540eb8	2020-04-10 19:24:55 +0100	[diff] [blame]	778	// Gather
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	779	ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsFloat32, Gather1dParamsFloat32Test)
				780	ARMNN_AUTO_TEST_CASE_WITH_THF(Gather1dParamsUint8, Gather1dParamsUint8Test)
				781	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsFloat32, GatherMultiDimParamsFloat32Test)
				782	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherMultiDimParamsUint8, GatherMultiDimParamsUint8Test)
Teresa Charlin	f540eb8	2020-04-10 19:24:55 +0100	[diff] [blame]	783
Teresa Charlin	bd22c7d	2022-04-26 18:14:12 +0100	[diff] [blame]	784	// GatherNd
				785	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dFloat32, SimpleGatherNd2dTest<DataType::Float32>)
				786	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dFloat32, SimpleGatherNd3dTest<DataType::Float32>)
				787	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dFloat32, SimpleGatherNd4dTest<DataType::Float32>)
				788	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dInt8, SimpleGatherNd2dTest<DataType::QAsymmS8>)
				789	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dInt8, SimpleGatherNd3dTest<DataType::QAsymmS8>)
				790	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dInt8, SimpleGatherNd4dTest<DataType::QAsymmS8>)
				791	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd2dInt32, SimpleGatherNd2dTest<DataType::Signed32>)
				792	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd3dInt32, SimpleGatherNd3dTest<DataType::Signed32>)
				793	ARMNN_AUTO_TEST_CASE_WITH_THF(GatherNd4dInt32, SimpleGatherNd4dTest<DataType::Signed32>)
				794
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	795	// Equal
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	796	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimple, EqualSimpleTest)
				797	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1Element, EqualBroadcast1ElementTest)
				798	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVector, EqualBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	799
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	800	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualSimpleUint8, EqualSimpleUint8Test)
				801	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1ElementUint8, EqualBroadcast1ElementUint8Test)
				802	ARMNN_AUTO_TEST_CASE_WITH_THF(EqualBroadcast1dVectorUint8, EqualBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	803
kevmay01	eed8592	2019-01-28 08:37:25 +0000	[diff] [blame]	804	// Greater
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	805	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimple, GreaterSimpleTest)
				806	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
				807	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVector, GreaterBroadcast1dVectorTest)
Aron Virginas-Tar	3bc00ec	2019-10-18 15:42:58 +0100	[diff] [blame]	808
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	809	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterSimpleUint8, GreaterSimpleUint8Test)
				810	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
				811	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterBroadcast1dVectorUint8, GreaterBroadcast1dVectorUint8Test)
kevmay01	eed8592	2019-01-28 08:37:25 +0000	[diff] [blame]	812
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	813	// GreaterOrEqual
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	814	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimple, GreaterOrEqualSimpleTest)
				815	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1Element, GreaterOrEqualBroadcast1ElementTest)
				816	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVector, GreaterOrEqualBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	817
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	818	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualSimpleUint8, GreaterOrEqualSimpleUint8Test)
				819	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1ElementUint8, GreaterOrEqualBroadcast1ElementUint8Test)
				820	ARMNN_AUTO_TEST_CASE_WITH_THF(GreaterOrEqualBroadcast1dVectorUint8, GreaterOrEqualBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	821
				822	// Less
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	823	ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimple, LessSimpleTest)
				824	ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1Element, LessBroadcast1ElementTest)
				825	ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVector, LessBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	826
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	827	ARMNN_AUTO_TEST_CASE_WITH_THF(LessSimpleUint8, LessSimpleUint8Test)
				828	ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1ElementUint8, LessBroadcast1ElementUint8Test)
				829	ARMNN_AUTO_TEST_CASE_WITH_THF(LessBroadcast1dVectorUint8, LessBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	830
				831	// LessOrEqual
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	832	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimple, LessOrEqualSimpleTest)
				833	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1Element, LessOrEqualBroadcast1ElementTest)
				834	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVector, LessOrEqualBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	835
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	836	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualSimpleUint8, LessOrEqualSimpleUint8Test)
				837	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1ElementUint8, LessOrEqualBroadcast1ElementUint8Test)
				838	ARMNN_AUTO_TEST_CASE_WITH_THF(LessOrEqualBroadcast1dVectorUint8, LessOrEqualBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	839
				840	// NotEqual
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	841	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimple, NotEqualSimpleTest)
				842	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1Element, NotEqualBroadcast1ElementTest)
				843	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVector, NotEqualBroadcast1dVectorTest)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	844
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	845	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualSimpleUint8, NotEqualSimpleUint8Test)
				846	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1ElementUint8, NotEqualBroadcast1ElementUint8Test)
				847	ARMNN_AUTO_TEST_CASE_WITH_THF(NotEqualBroadcast1dVectorUint8, NotEqualBroadcast1dVectorUint8Test)
Teresa Charlin	cedd34f	2020-03-30 11:17:30 +0100	[diff] [blame]	848
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	849	// Reshape
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	850	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeFloat32, SimpleReshapeTest<armnn::DataType::Float32>)
				851	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeInt8, SimpleReshapeTest<armnn::DataType::QAsymmS8>)
				852	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleReshapeUint8, SimpleReshapeTest<armnn::DataType::QAsymmU8>)
				853	ARMNN_AUTO_TEST_CASE_WITH_THF(Reshape5d, Reshape5dTest<armnn::DataType::Float32>)
Narumol Prangnawarat	0c95f4c	2020-11-18 16:52:07 +0000	[diff] [blame]	854	ARMNN_AUTO_TEST_CASE_WITH_THF(ReshapeBoolean, ReshapeBooleanTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	855
Teresa Charlin	f9de771	2021-10-28 11:31:16 +0100	[diff] [blame]	856	// Pad - Constant
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	857	ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322d, PadFloat322dTest)
				858	ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
				859	ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat323d, PadFloat323dTest)
				860	ARMNN_AUTO_TEST_CASE_WITH_THF(PadFloat324d, PadFloat324dTest)
Éanna Ó Catháin	1205574	2019-01-25 10:01:40 +0000	[diff] [blame]	861
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	862	ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82d, PadUint82dTest)
				863	ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
				864	ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint83d, PadUint83dTest)
				865	ARMNN_AUTO_TEST_CASE_WITH_THF(PadUint84d, PadUint84dTest)
Teresa Charlin	ec8e198	2019-07-02 16:24:09 +0100	[diff] [blame]	866
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	867	ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 0.0f)
				868	ARMNN_AUTO_TEST_CASE_WITH_THF(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QSymmS16>, 2.0f, 0, 1.0f)
				869	ARMNN_AUTO_TEST_CASE_WITH_THF(Pad3dQSymm16, Pad3dTestCommon<DataType::QSymmS16>, 2.0f, 0)
				870	ARMNN_AUTO_TEST_CASE_WITH_THF(Pad4dQSymm16, Pad4dTestCommon<DataType::QSymmS16>, 2.0f, 0)
FinnWilliamsArm	8b797a8	2019-07-09 16:01:41 +0100	[diff] [blame]	871
Teresa Charlin	f9de771	2021-10-28 11:31:16 +0100	[diff] [blame]	872	// Pad - Symmetric & Reflect
				873	ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric2dFloat32, PadSymmetric2dFloat32Test)
				874	ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect2dFloat32, PadReflect2dFloat32Test)
				875	ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dFloat32, PadSymmetric3dFloat32Test)
				876	ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dFloat32, PadReflect3dFloat32Test)
				877	ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dUint8, PadSymmetric3dUint8Test)
				878	ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dUint8, PadReflect3dUint8Test)
				879	ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric3dInt8, PadSymmetric3dInt8Test)
				880	ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect3dInt8, PadReflect3dInt8Test)
				881	ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dFloat32, PadSymmetric4dFloat32Test)
				882	ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dFloat32, PadReflect4dFloat32Test)
				883	ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dUint8, PadSymmetric4dUint8Test)
				884	ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dUint8, PadReflect4dUint8Test)
				885	ARMNN_AUTO_TEST_CASE_WITH_THF(PadSymmetric4dInt8, PadSymmetric4dInt8Test)
				886	ARMNN_AUTO_TEST_CASE_WITH_THF(PadReflect4dInt8, PadReflect4dInt8Test)
				887
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	888	// Permute
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	889	ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
				890	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
				891	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
				892	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
				893	ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymmS8, SimplePermuteTest<DataType::QAsymmS8>)
				894	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmS8>)
				895	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmS8>)
				896	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymmS8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmS8>)
				897	ARMNN_AUTO_TEST_CASE_WITH_THF(SimplePermuteQASymm8, SimplePermuteTest<DataType::QAsymmU8>)
				898	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QAsymmU8>)
				899	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QAsymmU8>)
				900	ARMNN_AUTO_TEST_CASE_WITH_THF(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QAsymmU8>)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	901
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	902	// Lstm
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	903	ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
				904	LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
				905	ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
				906	LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
				907	ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
				908	LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
Colm Donelan	ade8c1d	2021-03-24 14:51:31 +0000	[diff] [blame]	909	// Moved to NeonLayerTests_NDK_Bug.cpp
				910	//ARMNN_AUTO_TEST_CASE_WITH_THF(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
				911	// LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	912
James Conroy	cc34093	2020-05-12 18:08:52 +0100	[diff] [blame]	913	// QLstm
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	914	ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm, QLstmTest)
				915	ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm1, QLstmTest1)
				916	ARMNN_AUTO_TEST_CASE_WITH_THF(QLstm2, QLstmTest2)
James Conroy	cc34093	2020-05-12 18:08:52 +0100	[diff] [blame]	917
				918	// QuantizedLstm
Finn Williams	c43de6a	2020-08-27 11:13:25 +0100	[diff] [blame]	919	ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizedLstm, QuantizedLstmTest)
Francis Murtagh	4fc3c48	2019-08-02 13:20:54 +0100	[diff] [blame]	920
Cathal Corbett	fd5bec4	2022-03-03 15:13:23 +0000	[diff] [blame]	921	// Unidirectional Sequence Lstm
				922	ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32TimeMajorSingleBatch,
				923	UnidirectionalSequenceLstmLayerFloat32TimeMajorSingleBatchTest)
				924	ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32BatchMajorSingleBatch,
				925	UnidirectionalSequenceLstmLayerFloat32BatchMajorSingleBatchTest)
				926	ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32,
				927	UnidirectionalSequenceLstmLayerFloat32Test)
				928	ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerFloat32TimeMajor,
				929	UnidirectionalSequenceLstmLayerFloat32TimeMajorTest)
				930	ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjection,
				931	UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionTest)
Cathal Corbett	d83ffe0	2022-03-22 15:46:02 +0000	[diff] [blame]	932	// Moved to NeonLayerTests_NDK_Bug.cpp
				933	//ARMNN_AUTO_TEST_CASE_WITH_THF(
				934	// UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNorm,
				935	// UnidirectionalSequenceLstmLayerNoCifgWithPeepholeWithProjectionWithLayerNormTest)
Cathal Corbett	fd5bec4	2022-03-03 15:13:23 +0000	[diff] [blame]	936	ARMNN_AUTO_TEST_CASE_WITH_THF(UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjection,
				937	UnidirectionalSequenceLstmWithCifgWithPeepholeNoProjectionTest)
				938
Matthew Bentham	fd89996	2018-12-31 15:49:42 +0000	[diff] [blame]	939	// Mean
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	940	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
				941	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
				942	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
				943	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
				944	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
				945	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
				946	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matthew Bentham	fd89996	2018-12-31 15:49:42 +0000	[diff] [blame]	947
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	948	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymmS8, MeanSimpleTest<DataType::QAsymmS8>)
				949	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymmS8, MeanSimpleAxisTest<DataType::QAsymmS8>)
				950	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymmS8, MeanKeepDimsTest<DataType::QAsymmS8>)
				951	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymmS8, MeanMultipleDimsTest<DataType::QAsymmS8>)
				952	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymmS8, MeanVts1Test<DataType::QAsymmS8>)
				953	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymmS8, MeanVts2Test<DataType::QAsymmS8>)
				954	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymmS8, MeanVts3Test<DataType::QAsymmS8>)
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	955
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	956	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QAsymmU8>)
				957	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QAsymmU8>)
				958	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QAsymmU8>)
				959	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QAsymmU8>)
				960	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QAsymmU8>)
				961	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QAsymmU8>)
				962	ARMNN_AUTO_TEST_CASE_WITH_THF(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QAsymmU8>)
Matthew Bentham	fd89996	2018-12-31 15:49:42 +0000	[diff] [blame]	963
Nattapat Chaimanowong	4e6597a	2018-12-20 14:14:06 +0000	[diff] [blame]	964	// Max
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	965	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMaximum, MaximumSimpleTest)
				966	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
				967	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
				968	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumUint8, MaximumUint8Test)
				969	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
				970	ARMNN_AUTO_TEST_CASE_WITH_THF(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
Nattapat Chaimanowong	4e6597a	2018-12-20 14:14:06 +0000	[diff] [blame]	971
Conor Kennedy	54b2169	2019-01-09 07:57:38 +0000	[diff] [blame]	972	// Min
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	973	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum1, MinimumBroadcast1ElementTest1)
				974	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleMinimum2, MinimumBroadcast1ElementTest2)
				975	ARMNN_AUTO_TEST_CASE_WITH_THF(Minimum1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
Conor Kennedy	54b2169	2019-01-09 07:57:38 +0000	[diff] [blame]	976
narpra01	55a97bc	2018-10-02 14:35:53 +0100	[diff] [blame]	977	// Normalization
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	978	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
				979	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
				980	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
Sadik Armagan	483c811	2021-06-01 09:24:52 +0100	[diff] [blame]	981	ARMNN_AUTO_TEST_CASE_WITH_THF(AcrossChannelNormalization, AcrossChannelNormalizationTest)
narpra01	55a97bc	2018-10-02 14:35:53 +0100	[diff] [blame]	982
Sadik Armagan	c625f00	2018-12-17 11:32:16 +0000	[diff] [blame]	983	// Resize Bilinear - NCHW data layout
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	984	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinear, SimpleResizeBilinearTest<DataType::Float32>, DataLayout::NCHW)
				985	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNop, ResizeBilinearNopTest<DataType::Float32>, DataLayout::NCHW)
				986	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMin, ResizeBilinearSqMinTest<DataType::Float32>, DataLayout::NCHW)
				987	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMin, ResizeBilinearMinTest<DataType::Float32>, DataLayout::NCHW)
				988	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMag, ResizeBilinearMagTest<DataType::Float32>, DataLayout::NCHW)
Sadik Armagan	c625f00	2018-12-17 11:32:16 +0000	[diff] [blame]	989
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	990	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8,
				991	SimpleResizeBilinearTest<DataType::QAsymmU8>,
				992	DataLayout::NCHW)
				993	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8,
				994	ResizeBilinearNopTest<DataType::QAsymmU8>,
				995	DataLayout::NCHW)
				996	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8,
				997	ResizeBilinearSqMinTest<DataType::QAsymmU8>,
				998	DataLayout::NCHW)
				999	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8,
				1000	ResizeBilinearMinTest<DataType::QAsymmU8>,
				1001	DataLayout::NCHW)
				1002	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8,
				1003	ResizeBilinearMagTest<DataType::QAsymmU8>,
				1004	DataLayout::NCHW)
Conor Kennedy	dc1c082	2019-02-01 07:23:17 +0000	[diff] [blame]	1005
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1006	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinear,
				1007	HalfPixelCentersResizeBilinearTest<DataType::Float32>,
				1008	DataLayout::NCHW)
				1009	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinear,
				1010	AlignCornersResizeBilinearTest<DataType::Float32>,
				1011	DataLayout::NCHW)
				1012	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8,
				1013	HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
				1014	DataLayout::NCHW)
				1015	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8,
				1016	AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
				1017	DataLayout::NCHW)
				1018	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8,
				1019	HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
				1020	DataLayout::NCHW)
				1021	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8,
				1022	AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
				1023	DataLayout::NCHW)
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	1024
Sadik Armagan	c625f00	2018-12-17 11:32:16 +0000	[diff] [blame]	1025	// Resize Bilinear - NHWC data layout
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1026	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopNhwc,
				1027	ResizeBilinearNopTest<DataType::Float32>,
				1028	DataLayout::NHWC)
				1029	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearNhwc,
				1030	SimpleResizeBilinearTest<DataType::Float32>,
				1031	DataLayout::NHWC)
				1032	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinNhwc,
				1033	ResizeBilinearSqMinTest<DataType::Float32>,
				1034	DataLayout::NHWC)
				1035	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinNhwc,
				1036	ResizeBilinearMinTest<DataType::Float32>,
				1037	DataLayout::NHWC)
				1038	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagNhwc,
				1039	ResizeBilinearMagTest<DataType::Float32>,
				1040	DataLayout::NHWC)
Ellen Norris-Thompson	c4223d1	2019-06-10 14:15:12 +0100	[diff] [blame]	1041
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1042	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearNopUint8Nhwc,
				1043	ResizeBilinearNopTest<DataType::QAsymmU8>,
				1044	DataLayout::NHWC)
				1045	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeBilinearUint8Nhwc,
				1046	SimpleResizeBilinearTest<DataType::QAsymmU8>,
				1047	DataLayout::NHWC)
				1048	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearSqMinUint8Nhwc,
				1049	ResizeBilinearSqMinTest<DataType::QAsymmU8>,
				1050	DataLayout::NHWC)
				1051	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMinUint8Nhwc,
				1052	ResizeBilinearMinTest<DataType::QAsymmU8>,
				1053	DataLayout::NHWC)
				1054	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeBilinearMagUint8Nhwc,
				1055	ResizeBilinearMagTest<DataType::QAsymmU8>,
				1056	DataLayout::NHWC)
Sadik Armagan	c625f00	2018-12-17 11:32:16 +0000	[diff] [blame]	1057
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1058	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearNhwc,
				1059	HalfPixelCentersResizeBilinearTest<DataType::Float32>,
				1060	DataLayout::NHWC)
				1061	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearNhwc,
				1062	AlignCornersResizeBilinearTest<DataType::Float32>,
				1063	DataLayout::NHWC)
				1064	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearInt8Nhwc,
				1065	HalfPixelCentersResizeBilinearTest<DataType::QAsymmS8>,
				1066	DataLayout::NHWC)
				1067	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearInt8Nhwc,
				1068	AlignCornersResizeBilinearTest<DataType::QAsymmS8>,
				1069	DataLayout::NHWC)
				1070	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeBilinearUint8Nhwc,
				1071	HalfPixelCentersResizeBilinearTest<DataType::QAsymmU8>,
				1072	DataLayout::NHWC)
				1073	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeBilinearUint8Nhwc,
				1074	AlignCornersResizeBilinearTest<DataType::QAsymmU8>,
				1075	DataLayout::NHWC)
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	1076
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	1077	// Resize NearestNeighbor - NCHW
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1078	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighbor,
				1079	SimpleResizeNearestNeighborTest<DataType::Float32>,
				1080	DataLayout::NCHW)
				1081	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNop,
				1082	ResizeNearestNeighborNopTest<DataType::Float32>,
				1083	DataLayout::NCHW)
				1084	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMin,
				1085	ResizeNearestNeighborSqMinTest<DataType::Float32>,
				1086	DataLayout::NCHW)
				1087	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMin,
				1088	ResizeNearestNeighborMinTest<DataType::Float32>,
				1089	DataLayout::NCHW)
				1090	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMag,
				1091	ResizeNearestNeighborMagTest<DataType::Float32>,
				1092	DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	1093
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1094	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8,
				1095	SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
				1096	DataLayout::NCHW)
				1097	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8,
				1098	ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
				1099	DataLayout::NCHW)
				1100	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8,
				1101	ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
				1102	DataLayout::NCHW)
				1103	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8,
				1104	ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
				1105	DataLayout::NCHW)
				1106	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8,
				1107	ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
				1108	DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	1109
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1110	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbour,
				1111	HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
				1112	DataLayout::NCHW)
				1113	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbour,
				1114	AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
				1115	DataLayout::NCHW)
				1116	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8,
				1117	HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
				1118	DataLayout::NCHW)
				1119	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8,
				1120	AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
				1121	DataLayout::NCHW)
				1122	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8,
				1123	HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
				1124	DataLayout::NCHW)
				1125	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8,
				1126	AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
				1127	DataLayout::NCHW)
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	1128
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	1129	// Resize NearestNeighbor - NHWC
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1130	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopNhwc,
				1131	ResizeNearestNeighborNopTest<DataType::Float32>,
				1132	DataLayout::NHWC)
				1133	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborNhwc,
				1134	SimpleResizeNearestNeighborTest<DataType::Float32>,
				1135	DataLayout::NHWC)
				1136	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinNhwc,
				1137	ResizeNearestNeighborSqMinTest<DataType::Float32>,
				1138	DataLayout::NHWC)
				1139	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinNhwc,
				1140	ResizeNearestNeighborMinTest<DataType::Float32>,
				1141	DataLayout::NHWC)
				1142	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagNhwc,
				1143	ResizeNearestNeighborMagTest<DataType::Float32>,
				1144	DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	1145
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1146	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborNopUint8Nhwc,
				1147	ResizeNearestNeighborNopTest<DataType::QAsymmU8>,
				1148	DataLayout::NHWC)
				1149	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleResizeNearestNeighborUint8Nhwc,
				1150	SimpleResizeNearestNeighborTest<DataType::QAsymmU8>,
				1151	DataLayout::NHWC)
				1152	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborSqMinUint8Nhwc,
				1153	ResizeNearestNeighborSqMinTest<DataType::QAsymmU8>,
				1154	DataLayout::NHWC)
				1155	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMinUint8Nhwc,
				1156	ResizeNearestNeighborMinTest<DataType::QAsymmU8>,
				1157	DataLayout::NHWC)
				1158	ARMNN_AUTO_TEST_CASE_WITH_THF(ResizeNearestNeighborMagUint8Nhwc,
				1159	ResizeNearestNeighborMagTest<DataType::QAsymmU8>,
				1160	DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Ellen Norris-Thompson	37e6868	2019-07-15 14:23:30 +0100	[diff] [blame]	1161
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1162	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourNhwc,
				1163	HalfPixelCentersResizeNearestNeighbourTest<DataType::Float32>,
				1164	DataLayout::NHWC)
				1165	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourNhwc,
				1166	AlignCornersResizeNearestNeighbourTest<DataType::Float32>,
				1167	DataLayout::NHWC)
				1168	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourInt8Nhwc,
				1169	HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmS8>,
				1170	DataLayout::NHWC)
				1171	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourInt8Nhwc,
				1172	AlignCornersResizeNearestNeighbourTest<DataType::QAsymmS8>,
				1173	DataLayout::NHWC)
				1174	ARMNN_AUTO_TEST_CASE_WITH_THF(HalfPixelCentersResizeNearestNeighbourUint8Nhwc,
				1175	HalfPixelCentersResizeNearestNeighbourTest<DataType::QAsymmU8>,
				1176	DataLayout::NHWC)
				1177	ARMNN_AUTO_TEST_CASE_WITH_THF(AlignCornersResizeNearestNeighbourUint8Nhwc,
				1178	AlignCornersResizeNearestNeighbourTest<DataType::QAsymmU8>,
				1179	DataLayout::NHWC)
Teresa Charlin	686f45c	2020-07-23 17:59:00 +0100	[diff] [blame]	1180
josh minor	036f02d	2019-11-15 14:53:22 -0600	[diff] [blame]	1181	// Slice
				1182	ARMNN_AUTO_TEST_CASE(Slice4dFloat32, Slice4dFloat32Test)
				1183	ARMNN_AUTO_TEST_CASE(Slice3dFloat32, Slice3dFloat32Test)
				1184	ARMNN_AUTO_TEST_CASE(Slice2dFloat32, Slice2dFloat32Test)
				1185	ARMNN_AUTO_TEST_CASE(Slice1dFloat32, Slice1dFloat32Test)
				1186	ARMNN_AUTO_TEST_CASE(Slice4dUint8, Slice4dUint8Test)
				1187	ARMNN_AUTO_TEST_CASE(Slice3dUint8, Slice3dUint8Test)
				1188	ARMNN_AUTO_TEST_CASE(Slice2dUint8, Slice2dUint8Test)
				1189	ARMNN_AUTO_TEST_CASE(Slice1dUint8, Slice1dUint8Test)
				1190	ARMNN_AUTO_TEST_CASE(Slice4dInt16, Slice4dInt16Test)
				1191	ARMNN_AUTO_TEST_CASE(Slice3dInt16, Slice3dInt16Test)
				1192	ARMNN_AUTO_TEST_CASE(Slice2dInt16, Slice2dInt16Test)
				1193	ARMNN_AUTO_TEST_CASE(Slice1dInt16, Slice1dInt16Test)
				1194
FinnWilliamsArm	1fa1919	2019-08-02 17:26:31 +0100	[diff] [blame]	1195	// Strided Slice
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	1196	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
				1197	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
				1198	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
				1199	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
				1200	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	1201	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskCTSFloat32,
				1202	StridedSliceShrinkAxisMaskCTSFloat32Test)
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	1203	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1204	StridedSliceShrinkAxisMaskBitPosition0Dim3Float32, StridedSliceShrinkAxisMaskBitPosition0Dim3Float32Test)
				1205	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1206	StridedSliceShrinkAxisMaskBitPosition0Float32, StridedSliceShrinkAxisMaskBitPosition0Float32Test)
				1207	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1208	StridedSliceShrinkAxisMaskBitPosition1Float32, StridedSliceShrinkAxisMaskBitPosition1Float32Test)
				1209	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1210	StridedSliceShrinkAxisMaskBitPosition2Float32, StridedSliceShrinkAxisMaskBitPosition2Float32Test)
				1211	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1212	StridedSliceShrinkAxisMaskBitPosition3Float32, StridedSliceShrinkAxisMaskBitPosition3Float32Test)
				1213	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1214	StridedSliceShrinkAxisMaskBitPosition0And1Float32, StridedSliceShrinkAxisMaskBitPosition0And1Float32Test)
				1215	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1216	StridedSliceShrinkAxisMaskBitPosition0And2Float32, StridedSliceShrinkAxisMaskBitPosition0And2Float32Test)
				1217	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1218	StridedSliceShrinkAxisMaskBitPosition0And3Float32, StridedSliceShrinkAxisMaskBitPosition0And3Float32Test)
				1219	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1220	StridedSliceShrinkAxisMaskBitPosition0And1And3Float32, StridedSliceShrinkAxisMaskBitPosition0And1And3Float32Test)
				1221	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
				1222	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
				1223	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
				1224	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
FinnWilliamsArm	1fa1919	2019-08-02 17:26:31 +0100	[diff] [blame]	1225
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	1226	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dUint8, StridedSlice4dUint8Test)
				1227	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
				1228	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
				1229	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
				1230	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
				1231	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1232	StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8, StridedSliceShrinkAxisMaskBitPosition0Dim3Uint8Test)
				1233	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1234	StridedSliceShrinkAxisMaskBitPosition0Uint8, StridedSliceShrinkAxisMaskBitPosition0Uint8Test)
				1235	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1236	StridedSliceShrinkAxisMaskBitPosition1Uint8, StridedSliceShrinkAxisMaskBitPosition1Uint8Test)
				1237	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1238	StridedSliceShrinkAxisMaskBitPosition2Uint8, StridedSliceShrinkAxisMaskBitPosition2Uint8Test)
				1239	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1240	StridedSliceShrinkAxisMaskBitPosition3Uint8, StridedSliceShrinkAxisMaskBitPosition3Uint8Test)
				1241	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1242	StridedSliceShrinkAxisMaskBitPosition0And1Uint8, StridedSliceShrinkAxisMaskBitPosition0And1Uint8Test)
				1243	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1244	StridedSliceShrinkAxisMaskBitPosition0And2Uint8, StridedSliceShrinkAxisMaskBitPosition0And2Uint8Test)
				1245	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1246	StridedSliceShrinkAxisMaskBitPosition0And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And3Uint8Test)
				1247	ARMNN_AUTO_TEST_CASE_WITH_THF(
				1248	StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8, StridedSliceShrinkAxisMaskBitPosition0And1And3Uint8Test)
				1249	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dUint8, StridedSlice3dUint8Test)
				1250	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
				1251	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dUint8, StridedSlice2dUint8Test)
				1252	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
FinnWilliamsArm	1fa1919	2019-08-02 17:26:31 +0100	[diff] [blame]	1253
Sadik Armagan	fabc289	2019-05-31 09:05:11 +0100	[diff] [blame]	1254	// Quantize
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1255	ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
				1256	ARMNN_AUTO_TEST_CASE_WITH_THF(QuantizeClampUint8, QuantizeClampUint8Test)
Sadik Armagan	fabc289	2019-05-31 09:05:11 +0100	[diff] [blame]	1257
Nikhil Raj	9b46148	2019-07-03 15:58:31 +0100	[diff] [blame]	1258	// PReLU
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	1259	ARMNN_AUTO_TEST_CASE_WITH_THF(PreluFloat32, PreluTest<DataType::Float32>)
				1260	ARMNN_AUTO_TEST_CASE_WITH_THF(PreluUint8, PreluTest<DataType::QAsymmU8>)
Nikhil Raj	9b46148	2019-07-03 15:58:31 +0100	[diff] [blame]	1261
Matthew Jackson	87f65ea	2019-08-01 10:01:34 +0100	[diff] [blame]	1262	// Stack
Sadik Armagan	5e71984	2020-08-28 12:17:33 +0100	[diff] [blame]	1263	ARMNN_AUTO_TEST_CASE_WITH_THF(Stack0Axis, StackAxis0Float32Test)
				1264	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
				1265	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
				1266	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
				1267	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
				1268	ARMNN_AUTO_TEST_CASE_WITH_THF(StackOutput5D, StackOutput5DFloat32Test)
Matthew Jackson	87f65ea	2019-08-01 10:01:34 +0100	[diff] [blame]	1269
Mike Kelly	c9ea45a	2020-02-28 18:11:58 +0000	[diff] [blame]	1270	// Transpose
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1271	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeFloat32, SimpleTransposeTest<DataType::Float32>)
				1272	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet1Test, TransposeValueSet1Test<DataType::Float32>)
				1273	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet2Test, TransposeValueSet2Test<DataType::Float32>)
				1274	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeFloat32ValueSet3Test, TransposeValueSet3Test<DataType::Float32>)
				1275	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymms8, SimpleTransposeTest<DataType::QAsymmS8>)
				1276	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmS8>)
				1277	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmS8>)
				1278	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymmS8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmS8>)
				1279	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQASymm8, SimpleTransposeTest<DataType::QAsymmU8>)
				1280	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet1Test, TransposeValueSet1Test<DataType::QAsymmU8>)
				1281	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet2Test, TransposeValueSet2Test<DataType::QAsymmU8>)
				1282	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQASymm8ValueSet3Test, TransposeValueSet3Test<DataType::QAsymmU8>)
				1283	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeQSymm16, SimpleTransposeTest<DataType::QSymmS16>)
				1284	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet1Test, TransposeValueSet1Test<DataType::QSymmS16>)
				1285	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet2Test, TransposeValueSet2Test<DataType::QSymmS16>)
				1286	ARMNN_AUTO_TEST_CASE_WITH_THF(TransposeQSymm16ValueSet3Test, TransposeValueSet3Test<DataType::QSymmS16>)
Mike Kelly	c9ea45a	2020-02-28 18:11:58 +0000	[diff] [blame]	1287
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1288	// TransposeConvolution2d
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1289	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNchw,
				1290	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1291	true,
				1292	DataLayout::NCHW)
				1293	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dFloatNhwc,
				1294	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1295	true,
				1296	DataLayout::NHWC)
				1297	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nchw,
				1298	SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1299	true,
				1300	DataLayout::NCHW)
				1301	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleTransposeConvolution2dUint8Nhwc,
				1302	SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1303	true,
				1304	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1305
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1306	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNchw,
				1307	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1308	false,
				1309	DataLayout::NCHW)
				1310	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
				1311	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1312	true,
				1313	DataLayout::NHWC)
				1314	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
				1315	SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1316	true,
				1317	DataLayout::NCHW)
				1318	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
				1319	SimpleTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1320	true,
				1321	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1322
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1323	ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNchw,
				1324	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1325	true,
				1326	DataLayout::NCHW)
				1327	ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dFloatNhwc,
				1328	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1329	true,
				1330	DataLayout::NHWC)
				1331	ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nchw,
				1332	PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1333	true,
				1334	DataLayout::NCHW)
				1335	ARMNN_AUTO_TEST_CASE_WITH_THF(PaddedTransposeConvolution2dUint8Nhwc,
				1336	PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1337	true,
				1338	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1339
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1340	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNchw,
				1341	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1342	false,
				1343	DataLayout::NCHW)
				1344	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
				1345	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1346	true,
				1347	DataLayout::NHWC)
				1348	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nchw,
				1349	PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
				1350	true,
				1351	DataLayout::NCHW)
				1352	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dInt8Nhwc,
				1353	PaddedTransposeConvolution2dTest<DataType::QAsymmS8, DataType::Signed32>,
				1354	true,
				1355	DataLayout::NHWC)
				1356	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
				1357	PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1358	true,
				1359	DataLayout::NCHW)
				1360	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
				1361	PaddedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1362	true,
				1363	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1364
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1365	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNchw,
				1366	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1367	true,
				1368	DataLayout::NCHW)
				1369	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dFloatNhwc,
				1370	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1371	true,
				1372	DataLayout::NHWC)
				1373	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nchw,
				1374	StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1375	true,
				1376	DataLayout::NCHW)
				1377	ARMNN_AUTO_TEST_CASE_WITH_THF(StridedTransposeConvolution2dUint8Nhwc,
				1378	StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1379	true,
				1380	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1381
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1382	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNchw,
				1383	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1384	false,
				1385	DataLayout::NCHW)
				1386	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dFloatNhwc,
				1387	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1388	true,
				1389	DataLayout::NHWC)
				1390	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nchw,
				1391	StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1392	true,
				1393	DataLayout::NCHW)
				1394	ARMNN_AUTO_TEST_CASE_WITH_THF(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
				1395	StridedTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1396	true,
				1397	DataLayout::NHWC)
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1398
Finn Williams	ec36d3e	2020-08-28 13:17:05 +0100	[diff] [blame]	1399	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNchw,
				1400	MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1401	DataLayout::NCHW)
				1402	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dFloatNhwc,
				1403	MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				1404	DataLayout::NHWC)
				1405	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nchw,
				1406	MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1407	DataLayout::NCHW)
				1408	ARMNN_AUTO_TEST_CASE_WITH_THF(MultiChannelTransposeConvolution2dUint8Nhwc,
				1409	MultiChannelTransposeConvolution2dTest<DataType::QAsymmU8, DataType::Signed32>,
				1410	DataLayout::NHWC)
Aron Virginas-Tar	7599aa4	2019-08-20 15:30:04 +0100	[diff] [blame]	1411
Aron Virginas-Tar	914e4db	2019-09-09 13:36:45 +0100	[diff] [blame]	1412	// Abs
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1413	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2d, Abs2dTest<DataType::Float32>)
				1414	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3d, Abs3dTest<DataType::Float32>)
				1415	ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZero, AbsZeroTest<DataType::Float32>)
Aron Virginas-Tar	914e4db	2019-09-09 13:36:45 +0100	[diff] [blame]	1416
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1417	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs2dSigned32, Abs2dTest<DataType::Signed32>)
				1418	ARMNN_AUTO_TEST_CASE_WITH_THF(Abs3dSigned32, Abs3dTest<DataType::Signed32>)
				1419	ARMNN_AUTO_TEST_CASE_WITH_THF(AbsZeroSigned32, AbsZeroTest<DataType::Signed32>)
Kevin May	ec52c3a	2020-04-24 09:42:31 +0100	[diff] [blame]	1420
Aron Virginas-Tar	0dd3b43	2019-09-10 13:55:09 +0100	[diff] [blame]	1421	// Rsqrt
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1422	ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
				1423	ARMNN_AUTO_TEST_CASE_WITH_THF(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
				1424	ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
				1425	ARMNN_AUTO_TEST_CASE_WITH_THF(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
Aron Virginas-Tar	0dd3b43	2019-09-10 13:55:09 +0100	[diff] [blame]	1426
Teresa Charlin	0302723	2022-05-09 17:27:08 +0100	[diff] [blame^]	1427	// Sqrt
				1428	ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt2d, Sqrt2dTest<DataType::Float32>)
				1429	ARMNN_AUTO_TEST_CASE_WITH_THF(Sqrt3d, Sqrt3dTest<DataType::Float32>)
				1430	ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtZero, SqrtZeroTest<DataType::Float32>)
				1431	ARMNN_AUTO_TEST_CASE_WITH_THF(SqrtNegative, SqrtNegativeTest<DataType::Float32>)
				1432
James Conroy	d47a064	2019-09-17 14:22:06 +0100	[diff] [blame]	1433	// ArgMinMax
Sadik Armagan	43528ac	2020-08-27 09:06:40 +0100	[diff] [blame]	1434	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinFloat32, ArgMinSimpleTest<DataType::Float32>)
				1435	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxFloat32, ArgMaxSimpleTest<DataType::Float32>)
				1436	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannel, ArgMinChannelTest<DataType::Float32>)
				1437	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannel, ArgMaxChannelTest<DataType::Float32>)
				1438	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeight, ArgMaxHeightTest<DataType::Float32>)
				1439	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidth, ArgMinWidthTest<DataType::Float32>)
James Conroy	d47a064	2019-09-17 14:22:06 +0100	[diff] [blame]	1440
Sadik Armagan	43528ac	2020-08-27 09:06:40 +0100	[diff] [blame]	1441	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymmS8, ArgMinSimpleTest<DataType::QAsymmS8>)
				1442	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymmS8, ArgMaxSimpleTest<DataType::QAsymmS8>)
				1443	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymmS8, ArgMinChannelTest<DataType::QAsymmS8>)
				1444	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymmS8, ArgMaxChannelTest<DataType::QAsymmS8>)
				1445	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymmS8, ArgMaxHeightTest<DataType::QAsymmS8>)
				1446	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymmS8, ArgMinWidthTest<DataType::QAsymmS8>)
Sadik Armagan	303980c	2020-04-17 12:45:14 +0100	[diff] [blame]	1447
Sadik Armagan	43528ac	2020-08-27 09:06:40 +0100	[diff] [blame]	1448	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinQAsymm8, ArgMinSimpleTest<DataType::QAsymmU8>)
				1449	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxQAsymm8, ArgMaxSimpleTest<DataType::QAsymmU8>)
				1450	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinChannelQAsymm8, ArgMinChannelTest<DataType::QAsymmU8>)
				1451	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxChannelQAsymm8, ArgMaxChannelTest<DataType::QAsymmU8>)
				1452	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMaxHeightQAsymm8, ArgMaxHeightTest<DataType::QAsymmU8>)
				1453	ARMNN_AUTO_TEST_CASE_WITH_THF(ArgMinWidthQAsymm8, ArgMinWidthTest<DataType::QAsymmU8>)
Francis Murtagh	52ec346	2019-11-19 12:24:19 +0000	[diff] [blame]	1454
Sadik Armagan	ac47210	2020-03-24 09:54:36 +0000	[diff] [blame]	1455	// Neg
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1456	ARMNN_AUTO_TEST_CASE_WITH_THF(Neg2d, Neg2dTest<DataType::Float32>)
				1457	ARMNN_AUTO_TEST_CASE_WITH_THF(Neg3d, Neg3dTest<DataType::Float32>)
				1458	ARMNN_AUTO_TEST_CASE_WITH_THF(NegZero, NegZeroTest<DataType::Float32>)
				1459	ARMNN_AUTO_TEST_CASE_WITH_THF(NegNegative, NegNegativeTest<DataType::Float32>)
Sadik Armagan	ac47210	2020-03-24 09:54:36 +0000	[diff] [blame]	1460
Sadik Armagan	9fabf43	2020-05-27 13:40:58 +0100	[diff] [blame]	1461	// Exp
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1462	ARMNN_AUTO_TEST_CASE_WITH_THF(Exp2d, Exp2dTest<DataType::Float32>)
Teresa Charlin	50de4fa	2021-05-31 18:47:33 +0100	[diff] [blame]	1463	ARMNN_AUTO_TEST_CASE_WITH_THF(Exp3d, Exp3dTest<DataType::Float32>)
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1464	ARMNN_AUTO_TEST_CASE_WITH_THF(ExpZero, ExpZeroTest<DataType::Float32>)
				1465	ARMNN_AUTO_TEST_CASE_WITH_THF(ExpNegative, ExpNegativeTest<DataType::Float32>)
Sadik Armagan	9fabf43	2020-05-27 13:40:58 +0100	[diff] [blame]	1466
Teresa Charlin	50de4fa	2021-05-31 18:47:33 +0100	[diff] [blame]	1467	// Log
				1468	ARMNN_AUTO_TEST_CASE_WITH_THF(Log2d, Log2dTest<DataType::Float32>)
				1469	ARMNN_AUTO_TEST_CASE_WITH_THF(Log3d, Log3dTest<DataType::Float32>)
				1470	ARMNN_AUTO_TEST_CASE_WITH_THF(LogZero, LogZeroTest<DataType::Float32>)
				1471	ARMNN_AUTO_TEST_CASE_WITH_THF(LogNegative, LogNegativeTest<DataType::Float32>)
				1472
				1473	// Sin
				1474	ARMNN_AUTO_TEST_CASE_WITH_THF(Sin2d, Sin2dTest<DataType::Float32>)
				1475	ARMNN_AUTO_TEST_CASE_WITH_THF(Sin3d, Sin3dTest<DataType::Float32>)
				1476	ARMNN_AUTO_TEST_CASE_WITH_THF(SinZero, SinZeroTest<DataType::Float32>)
				1477	ARMNN_AUTO_TEST_CASE_WITH_THF(SinNegative, SinNegativeTest<DataType::Float32>)
				1478
Sadik Armagan	a792a05	2020-06-23 16:22:23 +0100	[diff] [blame]	1479	// Fill
Finn Williams	8702007	2020-08-26 16:19:15 +0100	[diff] [blame]	1480	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFill, SimpleFillTest<DataType::Float32>)
				1481	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillF16, SimpleFillTest<DataType::Float16>)
				1482	ARMNN_AUTO_TEST_CASE_WITH_THF(SimpleFillS32, SimpleFillTest<DataType::Signed32>)
Sadik Armagan	a792a05	2020-06-23 16:22:23 +0100	[diff] [blame]	1483
James Conroy	177df1e	2020-11-13 10:18:51 +0000	[diff] [blame]	1484	// Logical
				1485	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNot, LogicalNotTest)
				1486	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalNotInt, LogicalNotIntTest)
				1487
				1488	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAnd, LogicalAndTest)
				1489	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndInt, LogicalAndIntTest)
				1490	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast1, LogicalAndBroadcast1Test)
				1491	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast2, LogicalAndBroadcast2Test)
				1492	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalAndBroadcast3, LogicalAndBroadcast3Test)
				1493
				1494	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOr, LogicalOrTest)
				1495	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrInt, LogicalOrIntTest)
				1496	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast1, LogicalOrBroadcast1Test)
				1497	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast2, LogicalOrBroadcast2Test)
				1498	ARMNN_AUTO_TEST_CASE_WITH_THF(LogicalOrBroadcast3, LogicalOrBroadcast3Test)
				1499
Sadik Armagan	a274748	2021-02-09 10:28:54 +0000	[diff] [blame]	1500	// ReduceSum
Colm Donelan	ade8c1d	2021-03-24 14:51:31 +0000	[diff] [blame]	1501	// Moved to NeonLayerTests_NDK_Bug.cpp
				1502	//ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumFloat32, ReduceSumSimpleTest<DataType::Float32>)
Sadik Armagan	a274748	2021-02-09 10:28:54 +0000	[diff] [blame]	1503	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_1, ReduceSumSingleAxisTest1<DataType::Float32>)
				1504	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_2, ReduceSumSingleAxisTest2<DataType::Float32>)
Colm Donelan	ade8c1d	2021-03-24 14:51:31 +0000	[diff] [blame]	1505	// Moved to NeonLayerTests_NDK_Bug.cpp
				1506	//ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceSumSingleAxisFloat32_3, ReduceSumSingleAxisTest3<DataType::Float32>)
Sadik Armagan	a274748	2021-02-09 10:28:54 +0000	[diff] [blame]	1507
Teresa Charlin	4e3e831	2021-08-05 12:34:37 +0100	[diff] [blame]	1508	// ReduceProd
				1509	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_1, ReduceProdSingleAxisTest1<DataType::Float32>)
				1510	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceProdSingleAxisFloat32_2, ReduceProdSingleAxisTest2<DataType::Float32>)
				1511
Sadik Armagan	a274748	2021-02-09 10:28:54 +0000	[diff] [blame]	1512	// ReduceMax
				1513	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxFloat32, ReduceMaxSimpleTest<DataType::Float32>)
				1514	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMaxNegativeAxisFloat32, ReduceMaxNegativeAxisTest<DataType::Float32>)
				1515	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMax2Float32, ReduceMaxSimpleTest2<DataType::Float32>)
				1516
				1517	// ReduceMin
				1518	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinFloat32, ReduceMinSimpleTest<DataType::Float32>)
				1519	ARMNN_AUTO_TEST_CASE_WITH_THF(ReduceMinNegativeAxisFloat32, ReduceMinNegativeAxisTest<DataType::Float32>)
				1520
Sadik Armagan	48f011e	2021-04-21 10:50:34 +0100	[diff] [blame]	1521	// Cast
				1522	ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt32ToFloat, CastInt32ToFloat2dTest)
				1523	ARMNN_AUTO_TEST_CASE_WITH_THF(CastInt8AsymmToFloat, CastInt8AsymmToFloat2dTest)
				1524	ARMNN_AUTO_TEST_CASE_WITH_THF(CastUIntToFloat, CastUInt8ToFloat2dTest)
				1525	ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToIn8, CastFloat32ToInt82dTest)
				1526	ARMNN_AUTO_TEST_CASE_WITH_THF(CastFloatToUInt8, CastFloat32ToUInt82dTest)
				1527
Teresa Charlin	e89dd69	2021-09-01 16:30:34 +0100	[diff] [blame]	1528	// ChannelShuffle
				1529	ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DFloat32, ChannelShuffle4DTest<DataType::Float32>)
				1530	ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmU8, ChannelShuffle4DTest<DataType::QAsymmU8>)
Teresa Charlin	eb852bb	2021-09-30 12:44:33 +0100	[diff] [blame]	1531	ARMNN_AUTO_TEST_CASE_WITH_THF(ChannelShuffle4DQAsymmS8, ChannelShuffle4DTest<DataType::QAsymmS8>)
Sadik Armagan	48f011e	2021-04-21 10:50:34 +0100	[diff] [blame]	1532
Matteo Martincigh	db16dd3	2019-08-27 16:41:11 +0100	[diff] [blame]	1533	#if defined(ARMNNREF_ENABLED)
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	1534
				1535	// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
				1536	// if the reference backend is not built
				1537
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1538	// ============================================================================
				1539	// COMPARE tests
				1540
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1541	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareConv2dWithReference, CompareConvolution2dTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1542
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1543	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	1544	CompareDepthwiseConvolution2dFloatTest,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1545	DataLayout::NCHW)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1546	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	1547	CompareDepthwiseConvolution2dUint8Test,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1548	DataLayout::NCHW)
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	1549
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1550	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	1551	CompareDepthwiseConvolution2dFloatTest,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1552	DataLayout::NHWC)
Keith Davis	f500d6c	2020-08-31 08:32:55 +0100	[diff] [blame]	1553	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	1554	CompareDepthwiseConvolution2dUint8Test,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1555	DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1556
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	1557	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationWithinWithReference, CompareNormalizationTest,
				1558	NormalizationAlgorithmChannel::Within,
				1559	NormalizationAlgorithmMethod::LocalBrightness)
				1560	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
				1561	NormalizationAlgorithmChannel::Across,
				1562	NormalizationAlgorithmMethod::LocalBrightness)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1563
Finn Williams	826a543	2020-08-27 16:15:20 +0100	[diff] [blame]	1564	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::Max)
				1565	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMaxPooling2dWithReferenceUint8, ComparePooling2dUint8Test,
				1566	PoolingAlgorithm::Max)
				1567	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReference, ComparePooling2dTest,
				1568	PoolingAlgorithm::Average)
				1569	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAveragePooling2dWithReferenceUint8, ComparePooling2dUint8Test,
				1570	PoolingAlgorithm::Average)
				1571	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareL2Pooling2dWithReference, ComparePooling2dTest, PoolingAlgorithm::L2)
				1572	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(UNSUPPORTED_CompareL2Pooling2dWithReferenceUint8, ComparePooling2dUint8Test,
				1573	PoolingAlgorithm::L2)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1574
Colm Donelan	ade8c1d	2021-03-24 14:51:31 +0000	[diff] [blame]	1575	// Moved to NeonLayerTests_NDK_Bug.cpp
				1576	//ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
				1577	//ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1578
Sadik Armagan	56785c7	2020-08-27 12:57:20 +0100	[diff] [blame]	1579	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta1WithReference, CompareSoftmaxUint8Test, 1.0f)
				1580	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareSoftmaxUint8Beta2WithReference, CompareSoftmaxUint8Test, 2.0f)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1581
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1582	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareAddition, CompareAdditionTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1583
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1584	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareMultiplicationWithReference, CompareMultiplicationTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1585
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1586	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareBatchNorm, CompareBatchNormTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1587
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1588	ARMNN_COMPARE_REF_AUTO_TEST_CASE_WITH_THF(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
				1589	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]	1590
				1591	// ============================================================================
				1592	// FIXTURE tests
				1593
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1594	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSigmoidActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1595	CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1596
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1597	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareTanhActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1598	CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1599
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1600	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLinearActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1601	CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1602
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1603	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareReLuActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1604	CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1605
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1606	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1607	CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1608	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1609	CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1610
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1611	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSoftReLuActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1612	CompareActivationTest, ActivationFunction::SoftReLu, 1u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1613
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1614	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareLeakyReLuActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1615	CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1616
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1617	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareAbsActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1618	CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1619
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1620	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSqrtActivationWithReference, PositiveActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1621	CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1622
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1623	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareSquareActivationWithReference, ActivationFixture,
Sadik Armagan	581742d	2019-08-12 14:11:37 +0100	[diff] [blame]	1624	CompareActivationTest, ActivationFunction::Square, 5u)
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	1625
Keith Davis	33a626f	2020-08-27 15:38:12 +0100	[diff] [blame]	1626	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE_WITH_THF(CompareEluActivationWithReference, ActivationFixture,
Teresa Charlin	e32c844	2020-03-05 14:41:50 +0000	[diff] [blame]	1627	CompareActivationTest, ActivationFunction::Elu, 5u)
				1628
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	1629	#endif
				1630
Sadik Armagan	1625efc	2021-06-10 18:24:34 +0100	[diff] [blame]	1631	}