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

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telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1	//
				2	// Copyright © 2017 Arm Ltd. All rights reserved.
David Beck	ecb56cd	2018-09-05 12:52:57 +0100	[diff] [blame]	3	// SPDX-License-Identifier: MIT
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	4	//
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	5
				6	#include "ClContextControlFixture.hpp"
Aron Virginas-Tar	5605519	2018-11-12 18:10:43 +0000	[diff] [blame]	7	#include "ClWorkloadFactoryHelper.hpp"
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	8
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	9	#include "test/TensorHelpers.hpp"
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	10	#include "test/UnitTests.hpp"
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	11
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	12	#include <cl/ClLayerSupport.hpp>
				13	#include <cl/ClWorkloadFactory.hpp>
				14	#include <cl/workloads/ClWorkloadUtils.hpp>
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	15
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	16	#include <backendsCommon/test/ActivationFixture.hpp>
				17	#include <backendsCommon/test/LayerTests.hpp>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	18
				19	#include <arm_compute/core/CL/CLKernelLibrary.h>
				20	#include <arm_compute/runtime/CL/CLScheduler.h>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	21
arovir01	43095f3	2018-10-09 18:04:24 +0100	[diff] [blame]	22	#include <boost/test/unit_test.hpp>
				23
				24	#include <iostream>
				25	#include <string>
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	26
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	27	BOOST_FIXTURE_TEST_SUITE(Compute_ArmComputeCl, ClContextControlFixture)
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	28
				29	using namespace armnn;
				30
				31	using FactoryType = ClWorkloadFactory;
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	32
				33	// ============================================================================
				34	// UNIT tests
				35
				36	// Activation
				37	ARMNN_AUTO_TEST_CASE(ConstantLinearActivation, ConstantLinearActivationTest)
				38
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	39	ARMNN_AUTO_TEST_CASE(ReLu1Uint8, BoundedReLuUint8UpperAndLowerBoundTest)
				40	ARMNN_AUTO_TEST_CASE(ReLu6Uint8, BoundedReLuUint8UpperBoundOnlyTest)
				41
Finn Williams	b5b9bdf	2019-02-18 10:07:34 +0000	[diff] [blame]	42	ARMNN_AUTO_TEST_CASE(Logistic, SimpleSigmoidTest)
				43	ARMNN_AUTO_TEST_CASE(LogisticUint8, SimpleSigmoidUint8Test)
				44
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	45	// Batch To Space
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	46	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat321, BatchToSpaceNdNhwcTest1<DataType::Float32>)
				47	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat322, BatchToSpaceNdNhwcTest2<DataType::Float32>)
				48	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcFloat323, BatchToSpaceNdNhwcTest3<DataType::Float32>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	49
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	50	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat321, BatchToSpaceNdNchwTest1<DataType::Float32>)
				51	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat322, BatchToSpaceNdNchwTest2<DataType::Float32>)
				52	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwFloat323, BatchToSpaceNdNchwTest3<DataType::Float32>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	53
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	54	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint1, BatchToSpaceNdNhwcTest1<DataType::QuantisedAsymm8>)
				55	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint2, BatchToSpaceNdNhwcTest2<DataType::QuantisedAsymm8>)
				56	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNhwcUint3, BatchToSpaceNdNhwcTest3<DataType::QuantisedAsymm8>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	57
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	58	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint1, BatchToSpaceNdNchwTest1<DataType::QuantisedAsymm8>)
				59	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint2, BatchToSpaceNdNchwTest2<DataType::QuantisedAsymm8>)
				60	ARMNN_AUTO_TEST_CASE(BatchToSpaceNdNchwUint3, BatchToSpaceNdNchwTest3<DataType::QuantisedAsymm8>)
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	61
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	62	// Fully Connected
				63	ARMNN_AUTO_TEST_CASE(SimpleFullyConnected, FullyConnectedFloat32Test, false, false)
				64	ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithBias, FullyConnectedFloat32Test, true, false)
				65	ARMNN_AUTO_TEST_CASE(SimpleFullyConnectedWithTranspose, FullyConnectedFloat32Test, false, true)
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	66	ARMNN_AUTO_TEST_CASE(FullyConnectedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, false)
				67	ARMNN_AUTO_TEST_CASE(FullyConnectedBiasedUint8, FullyConnectedTest<DataType::QuantisedAsymm8>, true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	68
				69	ARMNN_AUTO_TEST_CASE(FullyConnectedLarge, FullyConnectedLargeTest, false)
				70	ARMNN_AUTO_TEST_CASE(FullyConnectedLargeTransposed, FullyConnectedLargeTest, true)
				71
				72	// Convolution
				73	ARMNN_AUTO_TEST_CASE(SimpleConvolution1d, Convolution1dTest, true)
				74
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	75	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d, SimpleConvolution2d3x5Test, true, DataLayout::NCHW)
				76	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dNhwc, SimpleConvolution2d3x5Test, true, DataLayout::NHWC)
				77	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NCHW)
				78	ARMNN_AUTO_TEST_CASE(SimpleConvolution2d3x3Uint8Nhwc, SimpleConvolution2d3x3Uint8Test, true, DataLayout::NHWC)
				79	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2d, SimpleConvolution2d3x5Test, false, DataLayout::NCHW)
				80	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dNhwc, SimpleConvolution2d3x5Test, false, DataLayout::NHWC)
Mike Kelly	7332ed8	2018-12-20 17:03:06 +0000	[diff] [blame]	81	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dStride2x2Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	82	SimpleConvolution2d3x3Stride2x2Test, false, DataLayout::NHWC)
jimfly01	0a088a6	2018-10-25 17:05:05 +0100	[diff] [blame]	83
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	84	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquare, SimpleConvolution2d3x3Test, false, DataLayout::NCHW)
				85	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPadding, Convolution2dAsymmetricPaddingTest, DataLayout::NCHW)
narpra01	5f70318	2018-10-26 16:24:58 +0100	[diff] [blame]	86
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	87	ARMNN_AUTO_TEST_CASE(UnbiasedConvolution2dSquareNhwc, SimpleConvolution2d3x3Test, false, DataLayout::NHWC)
narpra01	f97debb	2018-11-09 09:27:31 +0000	[diff] [blame]	88	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dAsymmetricPaddingNhwc,
				89	Convolution2dAsymmetricPaddingTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	90	DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	91
Francis Murtagh	d59116e	2018-10-04 16:03:07 +0100	[diff] [blame]	92	ARMNN_AUTO_TEST_CASE(SimpleConvolution2dSquareNhwc, SimpleConvolution2d3x3NhwcTest, false)
				93
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	94	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	95	Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	96	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	97	DataLayout::NCHW)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	98	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	99	Convolution2d3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	100	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	101	DataLayout::NHWC)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	102	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	103	Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	104	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	105	DataLayout::NCHW)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	106	ARMNN_AUTO_TEST_CASE(Convolution2d3x3Dilation3x3NhwcUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	107	Convolution2d3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	108	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	109	DataLayout::NHWC)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	110	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	111	Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	112	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	113	DataLayout::NCHW)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	114	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	115	Convolution2d2x3x3Dilation3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	116	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	117	DataLayout::NHWC)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	118	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	119	Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	120	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	121	DataLayout::NCHW)
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	122	ARMNN_AUTO_TEST_CASE(Convolution2d2x3x3Dilation3x3NhwcUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	123	Convolution2d2x3x3Dilation3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	124	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	125	DataLayout::NHWC)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame]	126	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	127	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	128	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	129	DataLayout::NCHW)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame]	130	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	131	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::Float32, DataType::Float32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	132	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	133	DataLayout::NHWC)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame]	134	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	135	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	136	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	137	DataLayout::NCHW)
Jan Eilers	0bf6b23	2019-07-12 10:46:33 +0100	[diff] [blame]	138	ARMNN_AUTO_TEST_CASE(Convolution2d2x2Dilation2x2Padding2x2Stride3x3NhwcUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	139	Convolution2d2x2Dilation2x2Padding2x2Stride3x3Test<DataType::QuantisedAsymm8, DataType::Signed32>,
Jan Eilers	4b961d3	2019-07-11 09:19:35 +0100	[diff] [blame]	140	false,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	141	DataLayout::NHWC)
				142
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	143	// Depthwise Convolution
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	144	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	145	DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	146	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	147	DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	148	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	149	DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	150	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	151	DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NCHW)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	152
				153	// NHWC Depthwise Convolution
				154	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	155	DepthwiseConvolution2dDepthMul1Test, true, DataLayout::NHWC)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	156	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	157	DepthwiseConvolution2dDepthMul1Test, false, DataLayout::NHWC)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	158	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	159	DepthwiseConvolution2dDepthMul1Uint8Test, true, DataLayout::NHWC)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	160	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dDepthMul1Uint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	161	DepthwiseConvolution2dDepthMul1Uint8Test, false, DataLayout::NHWC)
Bruno Goncalves	22972f0	2019-04-26 21:03:24 -0300	[diff] [blame]	162	ARMNN_AUTO_TEST_CASE(SimpleDepthwiseConvolution2d3x3Dilation3x3Nhwc,
				163	SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest)
jimfly01	b9c8963	2018-10-26 16:50:13 +0100	[diff] [blame]	164
				165
Nikhil Raj	cec6b65	2018-10-12 13:51:57 +0100	[diff] [blame]	166	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthNhwc, DepthwiseConvolution2dDepthNhwcTest, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	167
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	168	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetric,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	169	DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NCHW)
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	170	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetric,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	171	DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NCHW)
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	172	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	173	DepthwiseConvolution2dAsymmetricTest, true, DataLayout::NHWC)
jimfly01	382a91d	2018-10-26 15:55:50 +0100	[diff] [blame]	174	ARMNN_AUTO_TEST_CASE(UnbiasedDepthwiseConvolution2dAsymmetricNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	175	DepthwiseConvolution2dAsymmetricTest, false, DataLayout::NHWC)
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	176
Matthew Jackson	9910792	2019-07-25 12:58:56 +0100	[diff] [blame]	177	ARMNN_AUTO_TEST_CASE(DepthwiseConvolution2dDepthMul64, DepthwiseConvolution2dDepthMul64Test);
				178
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	179	// Splitter
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	180	ARMNN_AUTO_TEST_CASE(SimpleSplitterFloat, SplitterFloatTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	181	ARMNN_AUTO_TEST_CASE(SimpleSplitterUint8, SplitterUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	182
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	183	ARMNN_AUTO_TEST_CASE(CopyViaSplitterFloat, CopyViaSplitterFloatTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	184	ARMNN_AUTO_TEST_CASE(CopyViaSplitterUint8, CopyViaSplitterUint8Test)
				185
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	186	// Concat
				187	ARMNN_AUTO_TEST_CASE(SimpleConcat, ConcatTest)
				188	ARMNN_AUTO_TEST_CASE(ConcatUint8, ConcatUint8Test)
Narumol Prangnawarat	71c80b1	2019-06-17 17:45:43 +0100	[diff] [blame]	189	ARMNN_AUTO_TEST_CASE(ConcatUint8DifferentInputOutputQParam,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	190	ConcatDifferentInputOutputQParamTest<DataType::QuantisedAsymm8>, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	191
narpra01	55a97bc	2018-10-02 14:35:53 +0100	[diff] [blame]	192	// Normalization
				193	ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcross, SimpleNormalizationAcrossTest)
				194	ARMNN_AUTO_TEST_CASE(SimpleNormalizationWithin, SimpleNormalizationWithinTest)
				195	ARMNN_AUTO_TEST_CASE(SimpleNormalizationAcrossNhwc, SimpleNormalizationAcrossNhwcTest)
				196
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	197	// Pooling
				198	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4, SimpleMaxPooling2dSize3x3Stride2x4Test, true)
				199	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dSize3x3Stride2x4Uint8, SimpleMaxPooling2dSize3x3Stride2x4Uint8Test, true)
				200
				201	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2d, IgnorePaddingSimpleMaxPooling2dTest)
				202	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleMaxPooling2dUint8, IgnorePaddingSimpleMaxPooling2dUint8Test)
				203	ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3, IgnorePaddingMaxPooling2dSize3Test)
				204	ARMNN_AUTO_TEST_CASE(IgnorePaddingMaxPooling2dSize3Uint8, IgnorePaddingMaxPooling2dSize3Uint8Test)
				205
				206	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2d, IgnorePaddingSimpleAveragePooling2dTest)
				207	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dUint8, IgnorePaddingSimpleAveragePooling2dUint8Test)
				208	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPadding, IgnorePaddingSimpleAveragePooling2dNoPaddingTest)
				209	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleAveragePooling2dNoPaddingUint8,
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	210	IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	211	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3, IgnorePaddingAveragePooling2dSize3Test)
				212	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3Uint8, IgnorePaddingAveragePooling2dSize3Uint8Test)
				213
				214	ARMNN_AUTO_TEST_CASE(IgnorePaddingSimpleL2Pooling2d, IgnorePaddingSimpleL2Pooling2dTest)
				215	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingSimpleL2Pooling2dUint8, IgnorePaddingSimpleL2Pooling2dUint8Test)
				216	ARMNN_AUTO_TEST_CASE(IgnorePaddingL2Pooling2dSize3, IgnorePaddingL2Pooling2dSize3Test)
				217	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_IgnorePaddingL2Pooling2dSize3Uint8, IgnorePaddingL2Pooling2dSize3Uint8Test)
				218
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	219	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2d, SimpleMaxPooling2dTest, DataLayout::NCHW)
				220	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dNhwc, SimpleMaxPooling2dTest, DataLayout::NHWC)
				221	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8, SimpleMaxPooling2dUint8Test, DataLayout::NCHW)
				222	ARMNN_AUTO_TEST_CASE(SimpleMaxPooling2dUint8Nhwc, SimpleMaxPooling2dUint8Test, DataLayout::NHWC)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	223
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	224	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2d, SimpleAveragePooling2dTest, DataLayout::NCHW)
				225	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dNhwc, SimpleAveragePooling2dTest, DataLayout::NHWC)
				226	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8, SimpleAveragePooling2dUint8Test, DataLayout::NCHW)
				227	ARMNN_AUTO_TEST_CASE(SimpleAveragePooling2dUint8Nhwc, SimpleAveragePooling2dUint8Test, DataLayout::NHWC)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	228
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	229	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2,
				230	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				231	false)
				232	ARMNN_AUTO_TEST_CASE(IgnorePaddingAveragePooling2dSize3x2Stride2x2NoPadding,
				233	IgnorePaddingAveragePooling2dSize3x2Stride2x2Test,
				234	true)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	235	ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2d, LargeTensorsAveragePooling2dTest)
				236	ARMNN_AUTO_TEST_CASE(LargeTensorsAveragePooling2dUint8, LargeTensorsAveragePooling2dUint8Test)
				237
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	238	ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2d, SimpleL2Pooling2dTest, DataLayout::NCHW)
				239	ARMNN_AUTO_TEST_CASE(SimpleL2Pooling2dNhwc, SimpleL2Pooling2dTest, DataLayout::NHWC)
				240	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_SimpleL2Pooling2dUint8, SimpleL2Pooling2dUint8Test, DataLayout::NCHW)
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	241
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	242	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride1, L2Pooling2dSize3Stride1Test)
				243	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride1Uint8, L2Pooling2dSize3Stride1Uint8Test)
				244	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride3, L2Pooling2dSize3Stride3Test)
				245	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride3Uint8, L2Pooling2dSize3Stride3Uint8Test)
				246	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize3Stride4, L2Pooling2dSize3Stride4Test)
				247	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize3Stride4Uint8, L2Pooling2dSize3Stride4Uint8Test)
				248	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize7, L2Pooling2dSize7Test)
				249	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize7Uint8, L2Pooling2dSize7Uint8Test)
				250	ARMNN_AUTO_TEST_CASE(L2Pooling2dSize9, L2Pooling2dSize9Test)
				251	ARMNN_AUTO_TEST_CASE(UNSUPPORTED_L2Pooling2dSize9Uint8, L2Pooling2dSize9Uint8Test)
				252
				253	// Add
				254	ARMNN_AUTO_TEST_CASE(SimpleAdd, AdditionTest)
Matthew Jackson	dba634f	2019-08-15 15:14:18 +0100	[diff] [blame]	255	ARMNN_AUTO_TEST_CASE(Add5d, Addition5dTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	256	ARMNN_AUTO_TEST_CASE(AddBroadcast1Element, AdditionBroadcast1ElementTest)
David Beck	4a8692c	2018-09-07 16:19:24 +0100	[diff] [blame]	257	ARMNN_AUTO_TEST_CASE(AddBroadcast, AdditionBroadcastTest)
				258
				259	ARMNN_AUTO_TEST_CASE(AdditionUint8, AdditionUint8Test)
				260	ARMNN_AUTO_TEST_CASE(AddBroadcastUint8, AdditionBroadcastUint8Test)
				261	ARMNN_AUTO_TEST_CASE(AddBroadcast1ElementUint8, AdditionBroadcast1ElementUint8Test)
				262
				263	// Sub
				264	ARMNN_AUTO_TEST_CASE(SimpleSub, SubtractionTest)
Mohamed Nour Abouelseoud	3d93bc4	2018-11-21 10:35:17 +0000	[diff] [blame]	265	ARMNN_AUTO_TEST_CASE(SubBroadcast1Element, SubtractionBroadcast1ElementTest)
				266	ARMNN_AUTO_TEST_CASE(SubBroadcast, SubtractionBroadcastTest)
				267
				268	ARMNN_AUTO_TEST_CASE(SubtractionUint8, SubtractionUint8Test)
				269	ARMNN_AUTO_TEST_CASE(SubBroadcastUint8, SubtractionBroadcastUint8Test)
				270	ARMNN_AUTO_TEST_CASE(SubBroadcast1ElementUint8, SubtractionBroadcast1ElementUint8Test)
David Beck	4a8692c	2018-09-07 16:19:24 +0100	[diff] [blame]	271
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	272	// Div
				273	ARMNN_AUTO_TEST_CASE(SimpleDivision, DivisionTest)
David Beck	bc39245	2018-09-10 14:47:28 +0100	[diff] [blame]	274	ARMNN_AUTO_TEST_CASE(DivisionByZero, DivisionByZeroTest)
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	275	ARMNN_AUTO_TEST_CASE(DivisionBroadcast1Element, DivisionBroadcast1ElementTest)
				276	ARMNN_AUTO_TEST_CASE(DivisionBroadcast1DVector, DivisionBroadcast1DVectorTest)
David Beck	5cd01f3	2018-09-12 16:00:08 +0100	[diff] [blame]	277	// NOTE: quantized division is not supported by CL and not required by the
				278	// android NN api
Francis Murtagh	e7a86a4	2018-08-29 12:42:10 +0100	[diff] [blame]	279
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	280	// Mul
				281	ARMNN_AUTO_TEST_CASE(SimpleMultiplication, MultiplicationTest)
surmeh01	bceff2f	2018-03-29 16:29:27 +0100	[diff] [blame]	282	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1Element, MultiplicationBroadcast1ElementTest)
				283	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVector, MultiplicationBroadcast1DVectorTest)
Matthew Bentham	e2ec330	2018-10-01 11:32:48 +0100	[diff] [blame]	284	ARMNN_AUTO_TEST_CASE(MultiplicationUint8, MultiplicationUint8Test)
				285	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1ElementUint8, MultiplicationBroadcast1ElementUint8Test)
				286	ARMNN_AUTO_TEST_CASE(MultiplicationBroadcast1DVectorUint8, MultiplicationBroadcast1DVectorUint8Test)
Matthew Jackson	dba634f	2019-08-15 15:14:18 +0100	[diff] [blame]	287	ARMNN_AUTO_TEST_CASE(Multiplication5d, Multiplication5dTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	288
				289	// Batch Norm
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	290	ARMNN_AUTO_TEST_CASE(BatchNormFloat, BatchNormFloatTest)
				291	ARMNN_AUTO_TEST_CASE(BatchNormFloatNhwc, BatchNormFloatNhwcTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	292
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	293	// L2 Normalization
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	294	ARMNN_AUTO_TEST_CASE(L2Normalization1d, L2Normalization1dTest, DataLayout::NCHW)
				295	ARMNN_AUTO_TEST_CASE(L2Normalization2d, L2Normalization2dTest, DataLayout::NCHW)
				296	ARMNN_AUTO_TEST_CASE(L2Normalization3d, L2Normalization3dTest, DataLayout::NCHW)
				297	ARMNN_AUTO_TEST_CASE(L2Normalization4d, L2Normalization4dTest, DataLayout::NCHW)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	298
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	299	ARMNN_AUTO_TEST_CASE(L2Normalization1dNhwc, L2Normalization1dTest, DataLayout::NHWC)
				300	ARMNN_AUTO_TEST_CASE(L2Normalization2dNhwc, L2Normalization2dTest, DataLayout::NHWC)
				301	ARMNN_AUTO_TEST_CASE(L2Normalization3dNhwc, L2Normalization3dTest, DataLayout::NHWC)
				302	ARMNN_AUTO_TEST_CASE(L2Normalization4dNhwc, L2Normalization4dTest, DataLayout::NHWC)
Matteo Martincigh	539b44d	2018-10-01 09:26:39 +0100	[diff] [blame]	303
Matthew Jackson	82b15ed	2019-07-25 16:14:30 +0100	[diff] [blame]	304	ARMNN_AUTO_TEST_CASE(L2Normalization2dShape, L2Normalization2dShapeTest);
				305
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	306	ARMNN_AUTO_TEST_CASE(L2NormalizationDefaultEpsilon, L2NormalizationDefaultEpsilonTest, DataLayout::NCHW)
				307	ARMNN_AUTO_TEST_CASE(L2NormalizationNonDefaultEpsilon, L2NormalizationNonDefaultEpsilonTest, DataLayout::NCHW)
Ferran Balaguer	05bf054	2019-06-18 16:46:00 +0100	[diff] [blame]	308
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	309	// Constant
				310	ARMNN_AUTO_TEST_CASE(Constant, ConstantTest)
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	311	ARMNN_AUTO_TEST_CASE(ConstantUint8, ConstantUint8SimpleQuantizationScaleNoOffsetTest)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	312
				313	// Concat
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	314	ARMNN_AUTO_TEST_CASE(Concat1d, Concat1dTest)
				315	ARMNN_AUTO_TEST_CASE(Concat1dUint8, Concat1dUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	316
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	317	ARMNN_AUTO_TEST_CASE(Concat2dDim0, Concat2dDim0Test)
				318	ARMNN_AUTO_TEST_CASE(Concat2dDim0Uint8, Concat2dDim0Uint8Test)
				319	ARMNN_AUTO_TEST_CASE(Concat2dDim1, Concat2dDim1Test)
				320	ARMNN_AUTO_TEST_CASE(Concat2dDim1Uint8, Concat2dDim1Uint8Test)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	321
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	322	ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDims, Concat2dDim0DiffInputDimsTest)
				323	ARMNN_AUTO_TEST_CASE(Concat2dDim0DiffInputDimsUint8, Concat2dDim0DiffInputDimsUint8Test)
				324	ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDims, Concat2dDim1DiffInputDimsTest)
				325	ARMNN_AUTO_TEST_CASE(Concat2dDim1DiffInputDimsUint8, Concat2dDim1DiffInputDimsUint8Test)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	326
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	327	ARMNN_AUTO_TEST_CASE(Concat3dDim0, Concat3dDim0Test)
				328	ARMNN_AUTO_TEST_CASE(Concat3dDim0Uint8, Concat3dDim0Uint8Test)
				329	ARMNN_AUTO_TEST_CASE(Concat3dDim1, Concat3dDim1Test)
				330	ARMNN_AUTO_TEST_CASE(Concat3dDim1Uint8, Concat3dDim1Uint8Test)
				331	ARMNN_AUTO_TEST_CASE(Concat3dDim2, Concat3dDim2Test, false)
				332	ARMNN_AUTO_TEST_CASE(Concat3dDim2Uint8, Concat3dDim2Uint8Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	333
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	334	ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDims, Concat3dDim0DiffInputDimsTest)
				335	ARMNN_AUTO_TEST_CASE(Concat3dDim0DiffInputDimsUint8, Concat3dDim0DiffInputDimsUint8Test)
				336	ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDims, Concat3dDim1DiffInputDimsTest)
				337	ARMNN_AUTO_TEST_CASE(Concat3dDim1DiffInputDimsUint8, Concat3dDim1DiffInputDimsUint8Test)
				338	ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDims, Concat3dDim2DiffInputDimsTest, false)
				339	ARMNN_AUTO_TEST_CASE(Concat3dDim2DiffInputDimsUint8, Concat3dDim2DiffInputDimsUint8Test, false)
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	340
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	341	ARMNN_AUTO_TEST_CASE(Concat4dDim0, Concat4dDim0Test)
				342	ARMNN_AUTO_TEST_CASE(Concat4dDim1, Concat4dDim1Test)
				343	ARMNN_AUTO_TEST_CASE(Concat4dDim3, Concat4dDim3Test, false)
				344	ARMNN_AUTO_TEST_CASE(Concat4dDim0Uint8, Concat4dDim0Uint8Test)
				345	ARMNN_AUTO_TEST_CASE(Concat4dDim1Uint8, Concat4dDim1Uint8Test)
				346	ARMNN_AUTO_TEST_CASE(Concat4dDim3Uint8, Concat4dDim3Uint8Test, false)
narpra01	63b0882	2018-11-20 11:29:12 +0000	[diff] [blame]	347
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	348	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0, Concat4dDiffShapeDim0Test)
				349	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1, Concat4dDiffShapeDim1Test)
				350	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3, Concat4dDiffShapeDim3Test, false)
				351	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim0Uint8, Concat4dDiffShapeDim0Uint8Test)
				352	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim1Uint8, Concat4dDiffShapeDim1Uint8Test)
				353	ARMNN_AUTO_TEST_CASE(Concat4dDiffShapeDim3Uint8, Concat4dDiffShapeDim3Uint8Test, false)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	354
				355	// Floor
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	356	ARMNN_AUTO_TEST_CASE(SimpleFloor, SimpleFloorTest<DataType::Float32>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	357
				358	// Reshape
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	359	ARMNN_AUTO_TEST_CASE(SimpleReshapeFloat32, SimpleReshapeTest<DataType::Float32>)
				360	ARMNN_AUTO_TEST_CASE(SimpleReshapeUint8, SimpleReshapeTest<DataType::QuantisedAsymm8>)
Matthew Jackson	dba634f	2019-08-15 15:14:18 +0100	[diff] [blame]	361	ARMNN_AUTO_TEST_CASE(Reshape5d, Reshape5dTest<DataType::Float32>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	362
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	363	// Pad
Mohamed Nour Abouelseoud	dd6acea	2018-10-18 12:26:19 +0100	[diff] [blame]	364	ARMNN_AUTO_TEST_CASE(PadFloat322d, PadFloat322dTest)
FinnWilliamsArm	ab80162	2019-07-09 14:46:28 +0100	[diff] [blame]	365	ARMNN_AUTO_TEST_CASE(PadFloat322dCustomPadding, PadFloat322dCustomPaddingTest)
Mohamed Nour Abouelseoud	dd6acea	2018-10-18 12:26:19 +0100	[diff] [blame]	366	ARMNN_AUTO_TEST_CASE(PadFloat323d, PadFloat323dTest)
				367	ARMNN_AUTO_TEST_CASE(PadFloat324d, PadFloat324dTest)
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	368
FinnWilliamsArm	ab80162	2019-07-09 14:46:28 +0100	[diff] [blame]	369	ARMNN_AUTO_TEST_CASE(PadUint82d, PadUint82dTest)
				370	ARMNN_AUTO_TEST_CASE(PadUint82dCustomPadding, PadUint82dCustomPaddingTest)
				371	ARMNN_AUTO_TEST_CASE(PadUint83d, PadUint83dTest)
				372	ARMNN_AUTO_TEST_CASE(PadUint84d, PadUint84dTest)
				373
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	374	ARMNN_AUTO_TEST_CASE(Pad2dQSymm16, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 0.0f)
				375	ARMNN_AUTO_TEST_CASE(Pad2dQSymm16CustomPadding, Pad2dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0, 1.0f)
				376	ARMNN_AUTO_TEST_CASE(Pad3dQSymm16, Pad3dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
				377	ARMNN_AUTO_TEST_CASE(Pad4dQSymm16, Pad4dTestCommon<DataType::QuantisedSymm16>, 2.0f, 0)
FinnWilliamsArm	ab80162	2019-07-09 14:46:28 +0100	[diff] [blame]	378
Nikhil Raj	91e4c6d	2019-07-05 12:22:58 +0100	[diff] [blame]	379	// PReLU
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	380	ARMNN_AUTO_TEST_CASE(PreluFloat32, PreluTest<DataType::Float32>)
				381	ARMNN_AUTO_TEST_CASE(PreluUint8, PreluTest<DataType::QuantisedAsymm8>)
Nikhil Raj	91e4c6d	2019-07-05 12:22:58 +0100	[diff] [blame]	382
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	383	// Permute
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	384	ARMNN_AUTO_TEST_CASE(SimplePermuteFloat32, SimplePermuteTest<DataType::Float32>)
				385	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet1Test, PermuteValueSet1Test<DataType::Float32>)
				386	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet2Test, PermuteValueSet2Test<DataType::Float32>)
				387	ARMNN_AUTO_TEST_CASE(PermuteFloat32ValueSet3Test, PermuteValueSet3Test<DataType::Float32>)
				388	ARMNN_AUTO_TEST_CASE(SimplePermuteQASymm8, SimplePermuteTest<DataType::QuantisedAsymm8>)
				389	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet1Test, PermuteValueSet1Test<DataType::QuantisedAsymm8>)
				390	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet2Test, PermuteValueSet2Test<DataType::QuantisedAsymm8>)
				391	ARMNN_AUTO_TEST_CASE(PermuteQASymm8ValueSet3Test, PermuteValueSet3Test<DataType::QuantisedAsymm8>)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	392
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	393	// Lstm
				394	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32WithCifgWithPeepholeNoProjection,
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	395	LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	396	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgNoPeepholeNoProjection,
				397	LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest)
				398	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjection,
Les Bell	de9011b	2018-10-03 10:37:52 +0100	[diff] [blame]	399	LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest)
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	400
Jan Eilers	a2ec909	2019-07-08 15:56:59 +0100	[diff] [blame]	401	ARMNN_AUTO_TEST_CASE(LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNorm,
				402	LstmLayerFloat32NoCifgWithPeepholeWithProjectionWithLayerNormTest)
				403
Ferran Balaguer	737d9ff	2019-08-01 09:58:08 +0100	[diff] [blame]	404	ARMNN_AUTO_TEST_CASE(QuantizedLstm, QuantizedLstmTest)
				405
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	406	// Convert from Float16 to Float32
				407	ARMNN_AUTO_TEST_CASE(SimpleConvertFp16ToFp32, SimpleConvertFp16ToFp32Test)
				408	// Convert from Float32 to Float16
				409	ARMNN_AUTO_TEST_CASE(SimpleConvertFp32ToFp16, SimpleConvertFp32ToFp16Test)
				410
Éanna Ó Catháin	47c1ddb	2018-10-12 14:24:13 +0100	[diff] [blame]	411	ARMNN_AUTO_TEST_CASE(AdditionAfterMaxPool, AdditionAfterMaxPoolTest)
				412
keidav01	a959ee5	2018-12-19 10:04:58 +0000	[diff] [blame]	413	//Max
				414	ARMNN_AUTO_TEST_CASE(MaximumSimple, MaximumSimpleTest)
				415	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1Element, MaximumBroadcast1ElementTest)
				416	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVector, MaximumBroadcast1DVectorTest)
				417	ARMNN_AUTO_TEST_CASE(MaximumUint8, MaximumUint8Test)
				418	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1ElementUint8, MaximumBroadcast1ElementUint8Test)
				419	ARMNN_AUTO_TEST_CASE(MaximumBroadcast1DVectorUint8, MaximumBroadcast1DVectorUint8Test)
				420
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	421	// Mean
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	422	ARMNN_AUTO_TEST_CASE(MeanSimpleFloat32, MeanSimpleTest<DataType::Float32>)
				423	ARMNN_AUTO_TEST_CASE(MeanSimpleAxisFloat32, MeanSimpleAxisTest<DataType::Float32>)
				424	ARMNN_AUTO_TEST_CASE(MeanKeepDimsFloat32, MeanKeepDimsTest<DataType::Float32>)
				425	ARMNN_AUTO_TEST_CASE(MeanMultipleDimsFloat32, MeanMultipleDimsTest<DataType::Float32>)
				426	ARMNN_AUTO_TEST_CASE(MeanVts1Float32, MeanVts1Test<DataType::Float32>)
				427	ARMNN_AUTO_TEST_CASE(MeanVts2Float32, MeanVts2Test<DataType::Float32>)
				428	ARMNN_AUTO_TEST_CASE(MeanVts3Float32, MeanVts3Test<DataType::Float32>)
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	429
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	430	ARMNN_AUTO_TEST_CASE(MeanSimpleQuantisedAsymm8, MeanSimpleTest<DataType::QuantisedAsymm8>)
				431	ARMNN_AUTO_TEST_CASE(MeanSimpleAxisQuantisedAsymm8, MeanSimpleAxisTest<DataType::QuantisedAsymm8>)
				432	ARMNN_AUTO_TEST_CASE(MeanKeepDimsQuantisedAsymm8, MeanKeepDimsTest<DataType::QuantisedAsymm8>)
				433	ARMNN_AUTO_TEST_CASE(MeanMultipleDimsQuantisedAsymm8, MeanMultipleDimsTest<DataType::QuantisedAsymm8>)
				434	ARMNN_AUTO_TEST_CASE(MeanVts1QuantisedAsymm8, MeanVts1Test<DataType::QuantisedAsymm8>)
				435	ARMNN_AUTO_TEST_CASE(MeanVts2QuantisedAsymm8, MeanVts2Test<DataType::QuantisedAsymm8>)
				436	ARMNN_AUTO_TEST_CASE(MeanVts3QuantisedAsymm8, MeanVts3Test<DataType::QuantisedAsymm8>)
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	437
saoste01	9292aa3	2019-01-08 13:55:59 +0000	[diff] [blame]	438	// Minimum
				439	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element1, MinimumBroadcast1ElementTest1)
				440	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1Element2, MinimumBroadcast1ElementTest2)
				441	ARMNN_AUTO_TEST_CASE(MinimumBroadcast1DVectorUint8, MinimumBroadcast1DVectorUint8Test)
				442
Nattapat Chaimanowong	c6a41ff	2019-01-29 09:56:02 +0000	[diff] [blame]	443	// Greater
				444	ARMNN_AUTO_TEST_CASE(SimpleGreater, GreaterSimpleTest)
				445	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1Element, GreaterBroadcast1ElementTest)
				446	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVector, GreaterBroadcast1DVectorTest)
				447	ARMNN_AUTO_TEST_CASE(GreaterUint8, GreaterUint8Test)
				448	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1ElementUint8, GreaterBroadcast1ElementUint8Test)
				449	ARMNN_AUTO_TEST_CASE(GreaterBroadcast1DVectorUint8, GreaterBroadcast1DVectorUint8Test)
				450
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	451	// Softmax
				452	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1, SimpleSoftmaxTest, 1.0f)
				453	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2, SimpleSoftmaxTest, 2.0f)
				454	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta1Uint8, SimpleSoftmaxUint8Test, 1.0f)
				455	ARMNN_AUTO_TEST_CASE(SimpleSoftmaxBeta2Uint8, SimpleSoftmaxUint8Test, 2.0f)
				456
				457	ARMNN_AUTO_TEST_CASE(Simple3dSoftmax, Simple3dSoftmaxTest, 1.0f)
				458	ARMNN_AUTO_TEST_CASE(Simple3dSoftmaxUint8, Simple3dSoftmaxUint8Test, 1.0f)
				459
				460	ARMNN_AUTO_TEST_CASE(Simple4dSoftmax, Simple4dSoftmaxTest, 1.0f)
				461	ARMNN_AUTO_TEST_CASE(Simple4dSoftmaxUint8, Simple4dSoftmaxUint8Test, 1.0f)
				462
Sadik Armagan	f446432	2018-12-20 16:19:12 +0000	[diff] [blame]	463	// Space To Batch Nd
				464	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleFloat32, SpaceToBatchNdSimpleFloat32Test)
				465	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsFloat32, SpaceToBatchNdMultiChannelsFloat32Test)
				466	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockFloat32, SpaceToBatchNdMultiBlockFloat32Test)
				467	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingFloat32, SpaceToBatchNdPaddingFloat32Test)
				468
				469	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleUint8, SpaceToBatchNdSimpleUint8Test)
				470	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsUint8, SpaceToBatchNdMultiChannelsUint8Test)
				471	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockUint8, SpaceToBatchNdMultiBlockUint8Test)
				472	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingUint8, SpaceToBatchNdPaddingUint8Test)
				473
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	474	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcFloat32, SpaceToBatchNdSimpleNhwcFloat32Test)
				475	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcFloat32, SpaceToBatchNdMultiChannelsNhwcFloat32Test)
				476	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcFloat32, SpaceToBatchNdMultiBlockNhwcFloat32Test)
				477	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcFloat32, SpaceToBatchNdPaddingNhwcFloat32Test)
Sadik Armagan	f446432	2018-12-20 16:19:12 +0000	[diff] [blame]	478
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	479	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdSimpleNhwcUint8, SpaceToBatchNdSimpleNhwcUint8Test)
				480	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiChannelsNhwcUint8, SpaceToBatchNdMultiChannelsNhwcUint8Test)
				481	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdMultiBlockNhwcUint8, SpaceToBatchNdMultiBlockNhwcUint8Test)
				482	ARMNN_AUTO_TEST_CASE(SpaceToBatchNdPaddingNhwcUint8, SpaceToBatchNdPaddingNhwcUint8Test)
Sadik Armagan	f446432	2018-12-20 16:19:12 +0000	[diff] [blame]	483
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	484	// Space To Depth
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	485	ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcAsymmQ8, SpaceToDepthNhwcAsymmQ8Test)
				486	ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwAsymmQ8, SpaceToDepthNchwAsymmQ8Test)
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	487
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	488	ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwx1Float32, SpaceToDepthNhwcFloat32Test1)
				489	ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw1Float32, SpaceToDepthNchwFloat32Test1)
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	490
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	491	ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwc2Float32, SpaceToDepthNhwcFloat32Test2)
				492	ARMNN_AUTO_TEST_CASE(SpaceToDepthNchw2Float32, SpaceToDepthNchwFloat32Test2)
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	493
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	494	ARMNN_AUTO_TEST_CASE(SpaceToDepthNhwcQSymm16, SpaceToDepthNhwcQSymm16Test)
				495	ARMNN_AUTO_TEST_CASE(SpaceToDepthNchwQSymm16, SpaceToDepthNchwQSymm16Test)
James Conroy	d2aa85e	2019-07-01 17:12:40 +0100	[diff] [blame]	496
Matthew Jackson	d516610	2019-07-31 14:06:28 +0100	[diff] [blame]	497	// Stack
Matthew Jackson	e69c399	2019-09-09 14:31:21 +0100	[diff] [blame]	498	ARMNN_AUTO_TEST_CASE(Stack0Axis, StackAxis0Float32Test)
				499	ARMNN_AUTO_TEST_CASE(StackOutput4DAxis1, StackOutput4DAxis1Float32Test)
				500	ARMNN_AUTO_TEST_CASE(StackOutput4DAxis2, StackOutput4DAxis2Float32Test)
				501	ARMNN_AUTO_TEST_CASE(StackOutput4DAxis3, StackOutput4DAxis3Float32Test)
				502	ARMNN_AUTO_TEST_CASE(StackOutput3DInputs3, StackOutput3DInputs3Float32Test)
				503	ARMNN_AUTO_TEST_CASE(StackOutput5D, StackOutput5DFloat32Test)
				504	ARMNN_AUTO_TEST_CASE(StackFloat16, StackFloat16Test)
Matthew Jackson	d516610	2019-07-31 14:06:28 +0100	[diff] [blame]	505
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	506	// Strided Slice
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	507	ARMNN_AUTO_TEST_CASE(StridedSlice4dFloat32, StridedSlice4dFloat32Test)
				508	ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseFloat32, StridedSlice4dReverseFloat32Test)
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	509	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideFloat32, StridedSliceSimpleStrideFloat32Test)
				510	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskFloat32, StridedSliceSimpleRangeMaskFloat32Test)
				511	ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskFloat32, StridedSliceShrinkAxisMaskFloat32Test)
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	512	ARMNN_AUTO_TEST_CASE(StridedSlice3dFloat32, StridedSlice3dFloat32Test)
				513	ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseFloat32, StridedSlice3dReverseFloat32Test)
				514	ARMNN_AUTO_TEST_CASE(StridedSlice2dFloat32, StridedSlice2dFloat32Test)
				515	ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseFloat32, StridedSlice2dReverseFloat32Test)
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	516
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	517	ARMNN_AUTO_TEST_CASE(StridedSlice4dUint8, StridedSlice4dUint8Test)
				518	ARMNN_AUTO_TEST_CASE(StridedSlice4dReverseUint8, StridedSlice4dReverseUint8Test)
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	519	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleStrideUint8, StridedSliceSimpleStrideUint8Test)
				520	ARMNN_AUTO_TEST_CASE(StridedSliceSimpleRangeMaskUint8, StridedSliceSimpleRangeMaskUint8Test)
				521	ARMNN_AUTO_TEST_CASE(StridedSliceShrinkAxisMaskUint8, StridedSliceShrinkAxisMaskUint8Test)
Aron Virginas-Tar	00d306e	2019-08-28 18:08:46 +0100	[diff] [blame]	522	ARMNN_AUTO_TEST_CASE(StridedSlice3dUint8, StridedSlice3dUint8Test)
				523	ARMNN_AUTO_TEST_CASE(StridedSlice3dReverseUint8, StridedSlice3dReverseUint8Test)
				524	ARMNN_AUTO_TEST_CASE(StridedSlice2dUint8, StridedSlice2dUint8Test)
				525	ARMNN_AUTO_TEST_CASE(StridedSlice2dReverseUint8, StridedSlice2dReverseUint8Test)
keidav01	d74dc91	2018-12-10 18:16:07 +0000	[diff] [blame]	526
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	527	// Resize Bilinear - NCHW
				528	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinear,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	529	SimpleResizeBilinearTest<DataType::Float32>,
				530	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	531	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	532	SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
				533	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	534	ARMNN_AUTO_TEST_CASE(ResizeBilinearNop,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	535	ResizeBilinearNopTest<DataType::Float32>,
				536	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	537	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	538	ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
				539	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	540	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMin,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	541	ResizeBilinearSqMinTest<DataType::Float32>,
				542	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	543	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	544	ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
				545	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	546	ARMNN_AUTO_TEST_CASE(ResizeBilinearMin,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	547	ResizeBilinearMinTest<DataType::Float32>,
				548	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	549	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	550	ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
				551	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	552
				553	// Resize Bilinear - NHWC
				554	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	555	ResizeBilinearNopTest<DataType::Float32>,
				556	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	557	ARMNN_AUTO_TEST_CASE(ResizeBilinearNopUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	558	ResizeBilinearNopTest<DataType::QuantisedAsymm8>,
				559	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	560	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	561	SimpleResizeBilinearTest<DataType::Float32>,
				562	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	563	ARMNN_AUTO_TEST_CASE(SimpleResizeBilinearUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	564	SimpleResizeBilinearTest<DataType::QuantisedAsymm8>,
				565	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	566	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	567	ResizeBilinearSqMinTest<DataType::Float32>,
				568	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	569	ARMNN_AUTO_TEST_CASE(ResizeBilinearSqMinUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	570	ResizeBilinearSqMinTest<DataType::QuantisedAsymm8>,
				571	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	572	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	573	ResizeBilinearMinTest<DataType::Float32>,
				574	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	575	ARMNN_AUTO_TEST_CASE(ResizeBilinearMinUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	576	ResizeBilinearMinTest<DataType::QuantisedAsymm8>,
				577	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	578
				579	// Resize NearestNeighbor - NCHW
				580	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighbor,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	581	SimpleResizeNearestNeighborTest<DataType::Float32>,
				582	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	583	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	584	SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
				585	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	586	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNop,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	587	ResizeNearestNeighborNopTest<DataType::Float32>,
				588	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	589	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	590	ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
				591	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	592	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMin,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	593	ResizeNearestNeighborSqMinTest<DataType::Float32>,
				594	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	595	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	596	ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
				597	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	598	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMin,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	599	ResizeNearestNeighborMinTest<DataType::Float32>,
				600	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	601	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	602	ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
				603	DataLayout::NCHW)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	604	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMag,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	605	ResizeNearestNeighborMagTest<DataType::Float32>,
				606	DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	607	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	608	ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
				609	DataLayout::NCHW, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	610
				611	// Resize NearestNeighbor - NHWC
				612	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	613	ResizeNearestNeighborNopTest<DataType::Float32>,
				614	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	615	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborNopUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	616	ResizeNearestNeighborNopTest<DataType::QuantisedAsymm8>,
				617	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	618	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	619	SimpleResizeNearestNeighborTest<DataType::Float32>,
				620	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	621	ARMNN_AUTO_TEST_CASE(SimpleResizeNearestNeighborUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	622	SimpleResizeNearestNeighborTest<DataType::QuantisedAsymm8>,
				623	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	624	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	625	ResizeNearestNeighborSqMinTest<DataType::Float32>,
				626	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	627	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborSqMinUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	628	ResizeNearestNeighborSqMinTest<DataType::QuantisedAsymm8>,
				629	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	630	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	631	ResizeNearestNeighborMinTest<DataType::Float32>,
				632	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	633	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMinUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	634	ResizeNearestNeighborMinTest<DataType::QuantisedAsymm8>,
				635	DataLayout::NHWC)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	636	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagNhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	637	ResizeNearestNeighborMagTest<DataType::Float32>,
				638	DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	639	ARMNN_AUTO_TEST_CASE(ResizeNearestNeighborMagUint8Nhwc,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	640	ResizeNearestNeighborMagTest<DataType::QuantisedAsymm8>,
				641	DataLayout::NHWC, 0.1f, 50, 0.1f, 50)
Aron Virginas-Tar	cc0cefb	2019-07-02 17:25:47 +0100	[diff] [blame]	642
Aron Virginas-Tar	1a763dd	2019-09-10 12:32:08 +0100	[diff] [blame^]	643	// Rsqrt
				644	ARMNN_AUTO_TEST_CASE(Rsqrt2d, Rsqrt2dTest<DataType::Float32>)
				645	ARMNN_AUTO_TEST_CASE(Rsqrt3d, Rsqrt3dTest<DataType::Float32>)
				646	ARMNN_AUTO_TEST_CASE(RsqrtZero, RsqrtZeroTest<DataType::Float32>)
				647	ARMNN_AUTO_TEST_CASE(RsqrtNegative, RsqrtNegativeTest<DataType::Float32>)
				648
Sadik Armagan	20ec249	2019-05-31 09:09:44 +0100	[diff] [blame]	649	// Quantize
				650	ARMNN_AUTO_TEST_CASE(QuantizeSimpleUint8, QuantizeSimpleUint8Test)
				651	ARMNN_AUTO_TEST_CASE(QuantizeClampUint8, QuantizeClampUint8Test)
				652
Jim Flynn	983daec	2019-05-29 16:20:16 +0100	[diff] [blame]	653	// Dequantize
				654	// NOTE: current clframework (46a49a0a8206f0efa7afd514940e180a88ffd732)
				655	// CLDequantizationLayerKernel accepts DataType::QASYMM8 input
				656	// and can output DataType::F16 or DataType::F32
				657	ARMNN_AUTO_TEST_CASE(DequantizeSimpleUint8, DequantizeSimpleUint8Test)
				658	ARMNN_AUTO_TEST_CASE(DequantizeOffsetUint8, DequantizeOffsetUint8Test)
				659
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	660	// TransposeConvolution2d
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	661	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNchw,
				662	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				663	true,
				664	DataLayout::NCHW)
				665	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dFloatNhwc,
				666	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				667	true,
				668	DataLayout::NHWC)
				669	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nchw,
				670	SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				671	true,
				672	DataLayout::NCHW)
				673	ARMNN_AUTO_TEST_CASE(SimpleTransposeConvolution2dUint8Nhwc,
				674	SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				675	true,
				676	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	677
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	678	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNchw,
				679	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				680	false,
				681	DataLayout::NCHW)
				682	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dFloatNhwc,
				683	SimpleTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				684	true,
				685	DataLayout::NHWC)
				686	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nchw,
				687	SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				688	true,
				689	DataLayout::NCHW)
				690	ARMNN_AUTO_TEST_CASE(UnbiasedSimpleTransposeConvolution2dUint8Nhwc,
				691	SimpleTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				692	true,
				693	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	694
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	695	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNchw,
				696	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				697	true,
				698	DataLayout::NCHW)
				699	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dFloatNhwc,
				700	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				701	true,
				702	DataLayout::NHWC)
				703	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nchw,
				704	PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				705	true,
				706	DataLayout::NCHW)
				707	ARMNN_AUTO_TEST_CASE(PaddedTransposeConvolution2dUint8Nhwc,
				708	PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				709	true,
				710	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	711
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	712	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNchw,
				713	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				714	false,
				715	DataLayout::NCHW)
				716	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dFloatNhwc,
				717	PaddedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				718	true,
				719	DataLayout::NHWC)
				720	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nchw,
				721	PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				722	true,
				723	DataLayout::NCHW)
				724	ARMNN_AUTO_TEST_CASE(UnbiasedPaddedTransposeConvolution2dUint8Nhwc,
				725	PaddedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				726	true,
				727	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	728
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	729	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNchw,
				730	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				731	true,
				732	DataLayout::NCHW)
				733	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dFloatNhwc,
				734	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				735	true,
				736	DataLayout::NHWC)
				737	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nchw,
				738	StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				739	true,
				740	DataLayout::NCHW)
				741	ARMNN_AUTO_TEST_CASE(StridedTransposeConvolution2dUint8Nhwc,
				742	StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				743	true,
				744	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	745
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	746	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNchw,
				747	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				748	false,
				749	DataLayout::NCHW)
				750	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dFloatNhwc,
				751	StridedTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				752	true,
				753	DataLayout::NHWC)
				754	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nchw,
				755	StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				756	true,
				757	DataLayout::NCHW)
				758	ARMNN_AUTO_TEST_CASE(UnbiasedStridedTransposeConvolution2dUint8Nhwc,
				759	StridedTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				760	true,
				761	DataLayout::NHWC)
Aron Virginas-Tar	7a3e2fe	2019-06-27 18:54:47 +0100	[diff] [blame]	762
Aron Virginas-Tar	aec942c	2019-08-14 14:37:42 +0100	[diff] [blame]	763	ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNchw,
				764	MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				765	DataLayout::NCHW)
				766	ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dFloatNhwc,
				767	MultiChannelTransposeConvolution2dTest<DataType::Float32, DataType::Float32>,
				768	DataLayout::NHWC)
				769	ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nchw,
				770	MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				771	DataLayout::NCHW)
				772	ARMNN_AUTO_TEST_CASE(MultiChannelTransposeConvolution2dUint8Nhwc,
				773	MultiChannelTransposeConvolution2dTest<DataType::QuantisedAsymm8, DataType::Signed32>,
				774	DataLayout::NHWC)
				775
Aron Virginas-Tar	8204694	2019-09-09 15:18:29 +0100	[diff] [blame]	776	// Abs
				777	ARMNN_AUTO_TEST_CASE(Abs2d, Abs2dTest<DataType::Float32>)
				778	ARMNN_AUTO_TEST_CASE(Abs3d, Abs3dTest<DataType::Float32>)
				779
				780	ARMNN_AUTO_TEST_CASE(AbsZero, AbsZeroTest<DataType::Float32>)
				781
Matteo Martincigh	db16dd3	2019-08-27 16:41:11 +0100	[diff] [blame]	782	#if defined(ARMNNREF_ENABLED)
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	783
				784	// The ARMNN_COMPARE_REF_AUTO_TEST_CASE and the ARMNN_COMPARE_REF_FIXTURE_TEST_CASE test units are not available
				785	// if the reference backend is not built
				786
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	787	// ============================================================================
				788	// COMPARE tests
				789
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	790	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta1WithReference, CompareSoftmaxTest, 1.0f)
				791	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxBeta2WithReference, CompareSoftmaxTest, 2.0f)
				792	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareSoftmaxUint8, CompareSoftmaxUint8Test, 1.0f)
				793
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	794	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareConv2dWithReference, CompareConvolution2dTest)
				795
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	796	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	797	CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	798	DataLayout::NCHW)
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	799	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	800	CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	801	DataLayout::NCHW)
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	802
				803	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceFloat32Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	804	CompareDepthwiseConvolution2dFloatTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	805	DataLayout::NHWC)
jimfly01	7af00da	2018-10-31 14:43:53 +0000	[diff] [blame]	806	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareDepthwiseConv2dWithReferenceUint8Nhwc,
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	807	CompareDepthwiseConvolution2dUint8Test,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	808	DataLayout::NHWC)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	809
				810	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationWithinWithReference, CompareNormalizationTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	811	NormalizationAlgorithmChannel::Within,
				812	NormalizationAlgorithmMethod::LocalBrightness)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	813	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareNormalizationAcrossWithReference, CompareNormalizationTest,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	814	NormalizationAlgorithmChannel::Across,
				815	NormalizationAlgorithmMethod::LocalBrightness)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	816
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	817	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMaxPooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Max)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	818
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	819	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::Average)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	820	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAveragePooling2dWithRefUint8, ComparePooling2dUint8Test,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	821	PoolingAlgorithm::Average)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	822
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	823	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareL2Pooling2dWithRef, ComparePooling2dTest, PoolingAlgorithm::L2)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	824
				825	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareAddition, CompareAdditionTest)
				826
				827	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareMultiplicationWithRef, CompareMultiplicationTest)
				828
				829	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareBatchNorm, CompareBatchNormTest)
				830
				831	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu1, CompareBoundedReLuTest, 1.0f, -1.0f)
				832	ARMNN_COMPARE_REF_AUTO_TEST_CASE(CompareReLu6, CompareBoundedReLuTest, 6.0f, 0.0f)
				833
				834	// ============================================================================
				835	// FIXTURE tests
				836
				837	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSigmoidActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	838	CompareActivationTest, ActivationFunction::Sigmoid, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	839
				840	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareTanhActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	841	CompareActivationTest, ActivationFunction::TanH, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	842
				843	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLinearActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	844	CompareActivationTest, ActivationFunction::Linear, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	845
				846	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	847	CompareActivationTest, ActivationFunction::ReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	848
				849	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	850	CompareActivationTest, ActivationFunction::BoundedReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	851	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareBoundedReLuActivationWithReferenceUint8, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	852	CompareActivationUint8Test, ActivationFunction::BoundedReLu)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	853
				854	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSoftReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	855	CompareActivationTest, ActivationFunction::SoftReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	856
				857	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareLeakyReLuActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	858	CompareActivationTest, ActivationFunction::LeakyReLu, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	859
				860	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareAbsActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	861	CompareActivationTest, ActivationFunction::Abs, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	862
				863	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSqrtActivationWithReference, PositiveActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	864	CompareActivationTest, ActivationFunction::Sqrt, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	865
				866	ARMNN_COMPARE_REF_FIXTURE_TEST_CASE(CompareSquareActivationWithReference, ActivationFixture,
Aron Virginas-Tar	d8edabb	2019-08-12 14:29:59 +0100	[diff] [blame]	867	CompareActivationTest, ActivationFunction::Square, 5u)
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	868
Matteo Martincigh	e67edb2	2019-08-14 14:05:46 +0100	[diff] [blame]	869	#endif
				870
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	871	BOOST_AUTO_TEST_SUITE_END()