Blame - src/backends/backendsCommon/test/LayerTests.hpp - ml/armnn

blob: df79e46dee19371674a81665930450622504237c [file] [log] [blame]

telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1	//
				2	// Copyright © 2017 Arm Ltd. All rights reserved.
David Beck	ecb56cd	2018-09-05 12:52:57 +0100	[diff] [blame]	3	// SPDX-License-Identifier: MIT
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	4	//
				5	#pragma once
				6
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	7	#include <armnn/ArmNN.hpp>
				8	#include <armnn/Tensor.hpp>
				9
				10	#include <Half.hpp>
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	11	#include "TensorCopyUtils.hpp"
				12	#include "WorkloadTestUtils.hpp"
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	13
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	14	#include <backendsCommon/CpuTensorHandle.hpp>
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	15	#include <backendsCommon/IBackendInternal.hpp>
				16	#include <backendsCommon/IMemoryManager.hpp>
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	17	#include <reference/workloads/Decoders.hpp>
				18	#include <reference/workloads/Encoders.hpp>
				19	#include <test/TensorHelpers.hpp>
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	20
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	21	#include <boost/multi_array.hpp>
				22	#include <boost/assert.hpp>
Aron Virginas-Tar	c9cc804	2018-11-01 16:15:57 +0000	[diff] [blame]	23
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	24	#include <array>
				25
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	26	// Layer callables.
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	27
				28	namespace armnn
				29	{
				30	class IWorkloadFactory;
				31	}
				32
				33	template <std::size_t n>
				34	boost::array<unsigned int, n> GetTensorShapeAsArray(const armnn::TensorInfo& tensorInfo)
				35	{
				36	BOOST_ASSERT_MSG(n == tensorInfo.GetNumDimensions(),
				37	"Attempting to construct a shape array of mismatching size");
				38
				39	boost::array<unsigned int, n> shape;
				40	for (unsigned int i = 0; i < n; i++)
				41	{
				42	shape[i] = tensorInfo.GetShape()[i];
				43	}
				44	return shape;
				45	}
				46
				47	template <typename T, std::size_t n>
				48	struct LayerTestResult
				49	{
				50	LayerTestResult(const armnn::TensorInfo& outputInfo)
				51	{
				52	auto shape( GetTensorShapeAsArray<n>(outputInfo) );
				53	output.resize(shape);
				54	outputExpected.resize(shape);
				55	supported = true;
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	56	compareBoolean = false;
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	57	}
				58
				59	boost::multi_array<T, n> output;
				60	boost::multi_array<T, n> outputExpected;
				61	bool supported;
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	62	bool compareBoolean;
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	63	};
				64
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	65	LayerTestResult<float, 4> SimpleConvolution2d3x5Test(
				66	armnn::IWorkloadFactory& workloadFactory,
				67	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				68	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	69	const armnn::DataLayout layout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	70
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	71	LayerTestResult<float, 4> SimpleConvolution2d3x3Test(
				72	armnn::IWorkloadFactory& workloadFactory,
				73	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				74	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	75	const armnn::DataLayout layout);
Francis Murtagh	d59116e	2018-10-04 16:03:07 +0100	[diff] [blame]	76
Mike Kelly	7332ed8	2018-12-20 17:03:06 +0000	[diff] [blame]	77	LayerTestResult<float, 4> SimpleConvolution2d3x3Stride2x2Test(
				78	armnn::IWorkloadFactory& workloadFactory,
				79	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				80	bool biasEnabled,
				81	const armnn::DataLayout layout);
				82
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	83	LayerTestResult<float, 4> SimpleConvolution2d3x3NhwcTest(
				84	armnn::IWorkloadFactory& workloadFactory,
				85	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				86	bool biasEnabled);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	87
				88	LayerTestResult<float, 4>
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	89	Convolution2dAsymmetricPaddingLargerThanHalfKernelSizeTest(
				90	armnn::IWorkloadFactory& workloadFactory,
				91	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	92	const armnn::DataLayout layout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	93
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	94	LayerTestResult<float, 4> Convolution2dAsymmetricPaddingTest(
				95	armnn::IWorkloadFactory& workloadFactory,
				96	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	97	const armnn::DataLayout layout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	98
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	99	LayerTestResult<float, 4> Convolution1dTest(
				100	armnn::IWorkloadFactory& workloadFactory,
				101	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				102	bool biasEnabled);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	103
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	104	LayerTestResult<uint8_t, 4> Convolution1dUint8Test(
				105	armnn::IWorkloadFactory& workloadFactory,
				106	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				107	bool biasEnabled);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	108
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	109	LayerTestResult<float, 4> DepthwiseConvolution2dTest(
				110	armnn::IWorkloadFactory& workloadFactory,
				111	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				112	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	113	const armnn::DataLayout layout);
Nikhil Raj	cec6b65	2018-10-12 13:51:57 +0100	[diff] [blame]	114
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	115	LayerTestResult<float, 4> DepthwiseConvolution2dDepthNhwcTest(
				116	armnn::IWorkloadFactory& workloadFactory,
				117	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				118	bool biasEnabled);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	119
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	120	LayerTestResult<float, 4> DepthwiseConvolution2dDepthMul1Test(
				121	armnn::IWorkloadFactory& workloadFactory,
				122	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				123	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	124	const armnn::DataLayout layout);
surmeh01	3537c2c	2018-05-18 16:31:43 +0100	[diff] [blame]	125
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	126	LayerTestResult<float, 4> DepthwiseConvolution2dAsymmetricTest(
				127	armnn::IWorkloadFactory& workloadFactory,
				128	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				129	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	130	const armnn::DataLayout layout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	131
Bruno Goncalves	22972f0	2019-04-26 21:03:24 -0300	[diff] [blame]	132	LayerTestResult<float, 4> SimpleDepthwiseConvolution2d3x3Dilation3x3NhwcTest(armnn::IWorkloadFactory& workloadFactory,
				133	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				134
Nattapat Chaimanowong	649dd95	2019-01-22 16:10:44 +0000	[diff] [blame]	135	LayerTestResult<float, 4> CompareDepthwiseConvolution2dFloatTest(
				136	armnn::IWorkloadFactory& workloadFactory,
				137	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				138	armnn::IWorkloadFactory& refWorkloadFactory,
				139	const armnn::DataLayout layout);
				140
				141	LayerTestResult<uint8_t, 4> CompareDepthwiseConvolution2dUint8Test(
				142	armnn::IWorkloadFactory& workloadFactory,
				143	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				144	armnn::IWorkloadFactory& refWorkloadFactory,
				145	const armnn::DataLayout layout);
				146
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	147	LayerTestResult<float, 4> SimpleMaxPooling2dSize2x2Stride2x2Test(
				148	armnn::IWorkloadFactory& workloadFactory,
				149	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				150	bool forceNoPadding);
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	151
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	152	LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize2x2Stride2x2Uint8Test(
				153	armnn::IWorkloadFactory& workloadFactory,
				154	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				155	bool forceNoPadding);
James Conroy	45a9b77	2018-10-31 11:47:53 +0000	[diff] [blame]	156
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	157	LayerTestResult<float, 4> SimpleMaxPooling2dSize3x3Stride2x4Test(
				158	armnn::IWorkloadFactory& workloadFactory,
				159	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				160	bool forceNoPadding);
				161
				162	LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize3x3Stride2x4Uint8Test(
				163	armnn::IWorkloadFactory& workloadFactory,
				164	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				165	bool forceNoPadding );
				166
				167	LayerTestResult<float, 4> IgnorePaddingSimpleMaxPooling2dTest(
				168	armnn::IWorkloadFactory& workloadFactory,
				169	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				170
				171	LayerTestResult<uint8_t, 4> IgnorePaddingSimpleMaxPooling2dUint8Test(
				172	armnn::IWorkloadFactory& workloadFactory,
				173	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				174
				175	LayerTestResult<float, 4> IgnorePaddingMaxPooling2dSize3Test(
				176	armnn::IWorkloadFactory& workloadFactory,
				177	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				178
				179	LayerTestResult<uint8_t, 4> IgnorePaddingMaxPooling2dSize3Uint8Test(
				180	armnn::IWorkloadFactory& workloadFactory,
				181	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				182
				183	LayerTestResult<float, 4> SimpleMaxPooling2dTest(
				184	armnn::IWorkloadFactory& workloadFactory,
				185	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	186	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	187
				188	LayerTestResult<uint8_t, 4> SimpleMaxPooling2dUint8Test(
				189	armnn::IWorkloadFactory& workloadFactory,
				190	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	191	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	192
				193	LayerTestResult<float, 4> SimpleAveragePooling2dTest(
				194	armnn::IWorkloadFactory& workloadFactory,
				195	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	196	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	197
				198	LayerTestResult<uint8_t, 4> SimpleAveragePooling2dUint8Test(
				199	armnn::IWorkloadFactory& workloadFactory,
				200	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	201	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	202
				203	LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3x2Stride2x2Test(
				204	armnn::IWorkloadFactory& workloadFactory,
				205	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				206	bool forceNoPadding);
				207
				208	LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dTest(
				209	armnn::IWorkloadFactory& workloadFactory,
				210	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				211
				212	LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dUint8Test(
				213	armnn::IWorkloadFactory& workloadFactory,
				214	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				215
				216	LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingTest(
				217	armnn::IWorkloadFactory& workloadFactory,
				218	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				219
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	220	LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	221	armnn::IWorkloadFactory& workloadFactory,
				222	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	223
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	224	LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3Test(
				225	armnn::IWorkloadFactory& workloadFactory,
				226	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	227
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	228	LayerTestResult<uint8_t, 4> IgnorePaddingAveragePooling2dSize3Uint8Test(
				229	armnn::IWorkloadFactory& workloadFactory,
				230	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	231
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	232	LayerTestResult<float, 4> SimpleL2Pooling2dTest(
				233	armnn::IWorkloadFactory& workloadFactory,
				234	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	235	const armnn::DataLayout dataLayout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	236
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	237	LayerTestResult<uint8_t, 4> SimpleL2Pooling2dUint8Test(
				238	armnn::IWorkloadFactory& workloadFactory,
				239	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	240	const armnn::DataLayout dataLayout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	241
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	242	LayerTestResult<float, 4> L2Pooling2dSize3Stride1Test(
				243	armnn::IWorkloadFactory& workloadFactory,
				244	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	245
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	246	LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride1Uint8Test(
				247	armnn::IWorkloadFactory& workloadFactory,
				248	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	249
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	250	LayerTestResult<float, 4> L2Pooling2dSize3Stride3Test(
				251	armnn::IWorkloadFactory& workloadFactory,
				252	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	253
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	254	LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride3Uint8Test(
				255	armnn::IWorkloadFactory& workloadFactory,
				256	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	257
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	258	LayerTestResult<float, 4> L2Pooling2dSize3Stride4Test(
				259	armnn::IWorkloadFactory& workloadFactory,
				260	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	261
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	262	LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride4Uint8Test(
				263	armnn::IWorkloadFactory& workloadFactory,
				264	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	265
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	266	LayerTestResult<float, 4> L2Pooling2dSize7Test(
				267	armnn::IWorkloadFactory& workloadFactory,
				268	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	269
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	270	LayerTestResult<uint8_t, 4> L2Pooling2dSize7Uint8Test(
				271	armnn::IWorkloadFactory& workloadFactory,
				272	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	273
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	274	LayerTestResult<float, 4> L2Pooling2dSize9Test(
				275	armnn::IWorkloadFactory& workloadFactory,
				276	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	277
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	278	LayerTestResult<uint8_t, 4> L2Pooling2dSize9Uint8Test(
				279	armnn::IWorkloadFactory& workloadFactory,
				280	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				281
				282	LayerTestResult<float, 4> LargeTensorsAveragePooling2dTest(
				283	armnn::IWorkloadFactory& workloadFactory,
				284	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				285
				286	LayerTestResult<uint8_t, 4> LargeTensorsAveragePooling2dUint8Test(
				287	armnn::IWorkloadFactory& workloadFactory,
				288	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				289
				290	LayerTestResult<float, 4> IgnorePaddingSimpleL2Pooling2dTest(
				291	armnn::IWorkloadFactory& workloadFactory,
				292	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				293
				294	LayerTestResult<uint8_t, 4> IgnorePaddingSimpleL2Pooling2dUint8Test(
				295	armnn::IWorkloadFactory& workloadFactory,
				296	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				297
				298	LayerTestResult<float, 4> IgnorePaddingL2Pooling2dSize3Test(
				299	armnn::IWorkloadFactory& workloadFactory,
				300	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				301
				302	LayerTestResult<uint8_t, 4> IgnorePaddingL2Pooling2dSize3Uint8Test(
				303	armnn::IWorkloadFactory& workloadFactory,
				304	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				305
				306	LayerTestResult<float, 4> AsymmetricNonSquarePooling2dTest(
				307	armnn::IWorkloadFactory& workloadFactory,
				308	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				309
				310	LayerTestResult<uint8_t, 4> AsymmetricNonSquarePooling2dUint8Test(
				311	armnn::IWorkloadFactory& workloadFactory,
				312	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				313
				314	LayerTestResult<float, 4> ComparePooling2dTest(
				315	armnn::IWorkloadFactory& workloadFactory,
				316	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				317	armnn::IWorkloadFactory& refWorkloadFactory,
				318	armnn::PoolingAlgorithm poolingType);
				319
				320	LayerTestResult<uint8_t, 4> ComparePooling2dUint8Test(
				321	armnn::IWorkloadFactory& workloadFactory,
				322	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				323	armnn::IWorkloadFactory& refWorkloadFactory,
				324	armnn::PoolingAlgorithm poolingType);
				325
				326	LayerTestResult<float, 4> ConstantLinearActivationTest(
				327	armnn::IWorkloadFactory& workloadFactory,
				328	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				329
				330	LayerTestResult<float, 4> SimpleNormalizationAcrossTest(
				331	armnn::IWorkloadFactory& workloadFactory,
				332	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				333
				334	LayerTestResult<float, 4> SimpleNormalizationWithinTest(
				335	armnn::IWorkloadFactory& workloadFactory,
				336	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				337
				338	LayerTestResult<float,4> SimpleNormalizationAcrossNhwcTest(
				339	armnn::IWorkloadFactory& workloadFactory,
				340	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				341
				342	LayerTestResult<float, 2> SimpleSoftmaxTest(
				343	armnn::IWorkloadFactory& workloadFactory,
				344	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				345	float beta);
				346
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	347	LayerTestResult<float, 3> Simple3dSoftmaxTest(
				348	armnn::IWorkloadFactory& workloadFactory,
				349	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				350	float beta);
				351
				352	LayerTestResult<float, 4> Simple4dSoftmaxTest(
				353	armnn::IWorkloadFactory& workloadFactory,
				354	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				355	float beta);
				356
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	357	LayerTestResult<uint8_t, 2> SimpleSoftmaxUint8Test(
				358	armnn::IWorkloadFactory& workloadFactory,
				359	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				360	float beta);
				361
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	362	LayerTestResult<uint8_t,3> Simple3dSoftmaxUint8Test(
				363	armnn::IWorkloadFactory& workloadFactory,
				364	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				365	float beta);
				366
				367	LayerTestResult<uint8_t,4> Simple4dSoftmaxUint8Test(
				368	armnn::IWorkloadFactory& workloadFactory,
				369	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				370	float beta);
				371
nikraj01	248683f	2019-05-29 16:46:50 +0100	[diff] [blame]	372	LayerTestResult<int16_t,2> SimpleSoftmaxUint16Test(
				373	armnn::IWorkloadFactory& workloadFactory,
				374	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				375	float beta);
				376
				377	LayerTestResult<int16_t,3> Simple3dSoftmaxUint16Test(
				378	armnn::IWorkloadFactory& workloadFactory,
				379	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				380	float beta);
				381
				382	LayerTestResult<int16_t,4> Simple4dSoftmaxUint16Test(
				383	armnn::IWorkloadFactory& workloadFactory,
				384	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				385	float beta);
				386
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	387	LayerTestResult<float, 4> SimpleSigmoidTest(
				388	armnn::IWorkloadFactory& workloadFactory,
				389	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				390
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	391	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				392	LayerTestResult<T, 4> SimpleReshapeTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	393	armnn::IWorkloadFactory& workloadFactory,
				394	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				395
				396	LayerTestResult<float, 4> SimpleFloorTest(
				397	armnn::IWorkloadFactory& workloadFactory,
				398	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				399
				400	LayerTestResult<float, 1> Concatenation1dTest(
				401	armnn::IWorkloadFactory& workloadFactory,
				402	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				403
				404	LayerTestResult<float, 2> Concatenation2dDim0Test(
				405	armnn::IWorkloadFactory& workloadFactory,
				406	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				407
				408	LayerTestResult<float, 2> Concatenation2dDim1Test(
				409	armnn::IWorkloadFactory& workloadFactory,
				410	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				411
				412	LayerTestResult<float, 2> Concatenation2dDim0DiffInputDimsTest(
				413	armnn::IWorkloadFactory& workloadFactory,
				414	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				415
				416	LayerTestResult<float, 2> Concatenation2dDim1DiffInputDimsTest(
				417	armnn::IWorkloadFactory& workloadFactory,
				418	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				419
				420	LayerTestResult<float, 3> Concatenation3dDim0Test(
				421	armnn::IWorkloadFactory& workloadFactory,
				422	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				423
				424	LayerTestResult<float, 3> Concatenation3dDim1Test(
				425	armnn::IWorkloadFactory& workloadFactory,
				426	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				427
				428	LayerTestResult<float, 3> Concatenation3dDim2Test(
				429	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	430	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				431	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	432
				433	LayerTestResult<float, 3> Concatenation3dDim0DiffInputDimsTest(
				434	armnn::IWorkloadFactory& workloadFactory,
				435	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				436
				437	LayerTestResult<float, 3> Concatenation3dDim1DiffInputDimsTest(
				438	armnn::IWorkloadFactory& workloadFactory,
				439	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				440
				441	LayerTestResult<float, 3> Concatenation3dDim2DiffInputDimsTest(
				442	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	443	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				444	bool useSubtensor);
				445
				446	LayerTestResult<float, 4> Concatenation4dDim0Test(
				447	armnn::IWorkloadFactory& workloadFactory,
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	448	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				449
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	450	LayerTestResult<float, 4> Concatenation4dDim1Test(
				451	armnn::IWorkloadFactory& workloadFactory,
				452	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				453
				454	LayerTestResult<float, 4> Concatenation4dDim2Test(
				455	armnn::IWorkloadFactory& workloadFactory,
				456	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				457
				458	LayerTestResult<float, 4> Concatenation4dDim3Test(
				459	armnn::IWorkloadFactory& workloadFactory,
				460	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				461	bool useSubtensor);
				462
				463	LayerTestResult<float, 4> Concatenation4dDiffShapeDim0Test(
				464	armnn::IWorkloadFactory& workloadFactory,
				465	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				466
				467	LayerTestResult<float, 4> Concatenation4dDiffShapeDim1Test(
				468	armnn::IWorkloadFactory& workloadFactory,
				469	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				470
				471	LayerTestResult<float, 4> Concatenation4dDiffShapeDim2Test(
				472	armnn::IWorkloadFactory& workloadFactory,
				473	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				474
				475	LayerTestResult<float, 4> Concatenation4dDiffShapeDim3Test(
				476	armnn::IWorkloadFactory& workloadFactory,
				477	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				478	bool useSubtensor);
				479
				480	LayerTestResult<uint8_t, 4> Concatenation4dDim0Uint8Test(
				481	armnn::IWorkloadFactory& workloadFactory,
				482	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				483
				484	LayerTestResult<uint8_t, 4> Concatenation4dDim1Uint8Test(
				485	armnn::IWorkloadFactory& workloadFactory,
				486	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				487
				488	LayerTestResult<uint8_t, 4> Concatenation4dDim2Uint8Test(
				489	armnn::IWorkloadFactory& workloadFactory,
				490	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				491
				492	LayerTestResult<uint8_t, 4> Concatenation4dDim3Uint8Test(
				493	armnn::IWorkloadFactory& workloadFactory,
				494	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				495	bool useSubtensor);
				496
				497	LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim0Uint8Test(
				498	armnn::IWorkloadFactory& workloadFactory,
				499	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				500
				501	LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim1Uint8Test(
				502	armnn::IWorkloadFactory& workloadFactory,
				503	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				504
				505	LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim2Uint8Test(
				506	armnn::IWorkloadFactory& workloadFactory,
				507	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				508
				509	LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim3Uint8Test(
				510	armnn::IWorkloadFactory& workloadFactory,
				511	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				512	bool useSubtensor);
				513
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	514	LayerTestResult<uint8_t, 4> SimpleSigmoidUint8Test(
				515	armnn::IWorkloadFactory& workloadFactory,
				516	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				517
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	518	LayerTestResult<int16_t, 4> SimpleSigmoidInt16Test(
				519	armnn::IWorkloadFactory& workloadFactory,
				520	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				521
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	522	LayerTestResult<float, 4> CompareConvolution2dTest(
				523	armnn::IWorkloadFactory& workloadFactory,
				524	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	525	armnn::IWorkloadFactory& refWorkloadFactory);
				526
				527	template<typename T>
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	528	LayerTestResult<T, 4> CompareDepthwiseConvolution2dTest(
				529	armnn::IWorkloadFactory& workloadFactory,
				530	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				531	armnn::IWorkloadFactory& refWorkloadFactory,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	532	const armnn::DataLayout layout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	533
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	534	LayerTestResult<float, 4> CompareNormalizationTest(
				535	armnn::IWorkloadFactory& workloadFactory,
				536	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				537	armnn::IWorkloadFactory& refWorkloadFactory,
				538	armnn::NormalizationAlgorithmChannel normChannel,
				539	armnn::NormalizationAlgorithmMethod normMethod);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	540
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	541	LayerTestResult<float, 2> CompareSoftmaxTest(
				542	armnn::IWorkloadFactory& workloadFactory,
				543	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	544	armnn::IWorkloadFactory& refWorkloadFactory,
				545	float beta);
				546
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	547	LayerTestResult<float, 2> FullyConnectedFloat32Test(
				548	armnn::IWorkloadFactory& workloadFactory,
				549	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				550	bool biasEnabled,
				551	bool transposeWeights);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	552
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	553	std::vector<LayerTestResult<float, 3>> SplitterTest(
				554	armnn::IWorkloadFactory& workloadFactory,
				555	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
David Beck	5cd01f3	2018-09-12 16:00:08 +0100	[diff] [blame]	556
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	557	LayerTestResult<float, 3> CopyViaSplitterTest(
				558	armnn::IWorkloadFactory& workloadFactory,
				559	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	560
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	561	LayerTestResult<float, 3> ConcatTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	562	armnn::IWorkloadFactory& workloadFactory,
				563	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	564
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	565	LayerTestResult<float, 4> AdditionTest(
				566	armnn::IWorkloadFactory& workloadFactory,
				567	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	568
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	569	LayerTestResult<float, 4> AdditionBroadcast1ElementTest(
				570	armnn::IWorkloadFactory& workloadFactory,
				571	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	572
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	573	LayerTestResult<float, 4> AdditionBroadcastTest(
				574	armnn::IWorkloadFactory& workloadFactory,
				575	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	576
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	577	LayerTestResult<float, 4> CompareAdditionTest(
				578	armnn::IWorkloadFactory& workloadFactory,
				579	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				580	armnn::IWorkloadFactory& refWorkloadFactory);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	581
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	582	LayerTestResult<float, 4> SubtractionTest(
				583	armnn::IWorkloadFactory& workloadFactory,
				584	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	585
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	586	LayerTestResult<float, 4> SubtractionBroadcast1ElementTest(
				587	armnn::IWorkloadFactory& workloadFactory,
				588	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	589
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	590	LayerTestResult<float, 4> SubtractionBroadcastTest(
				591	armnn::IWorkloadFactory& workloadFactory,
				592	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	593
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	594	LayerTestResult<float, 4> CompareActivationTest(
				595	armnn::IWorkloadFactory& workloadFactory,
				596	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				597	armnn::IWorkloadFactory& refWorkloadFactory,
				598	armnn::ActivationFunction f,
				599	unsigned int batchSize);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	600
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	601	LayerTestResult<float, 4> DivisionTest(
				602	armnn::IWorkloadFactory& workloadFactory,
				603	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	604
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	605	LayerTestResult<float, 4> DivisionByZeroTest(
				606	armnn::IWorkloadFactory& workloadFactory,
				607	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	608
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	609	LayerTestResult<float, 4> DivisionBroadcast1ElementTest(
				610	armnn::IWorkloadFactory& workloadFactory,
				611	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	612
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	613	LayerTestResult<float, 4> DivisionBroadcast1DVectorTest(
				614	armnn::IWorkloadFactory& workloadFactory,
				615	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	616
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	617	LayerTestResult<float, 4> MultiplicationTest(
				618	armnn::IWorkloadFactory& workloadFactory,
				619	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	620
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	621	LayerTestResult<float, 4> MultiplicationBroadcast1ElementTest(
				622	armnn::IWorkloadFactory& workloadFactory,
				623	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
narpra01	1e4c31d	2018-09-28 11:07:51 +0100	[diff] [blame]	624
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	625	LayerTestResult<float, 4> MultiplicationBroadcast1DVectorTest(
				626	armnn::IWorkloadFactory& workloadFactory,
				627	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
narpra01	1e4c31d	2018-09-28 11:07:51 +0100	[diff] [blame]	628
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	629	LayerTestResult<float, 4> CompareMultiplicationTest(
				630	armnn::IWorkloadFactory& workloadFactory,
				631	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				632	armnn::IWorkloadFactory& refWorkloadFactory);
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	633
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	634	LayerTestResult<float, 4> BatchNormTest(
				635	armnn::IWorkloadFactory& workloadFactory,
				636	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	3ea76d5	2018-11-09 14:10:38 +0000	[diff] [blame]	637
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	638	LayerTestResult<float, 4> BatchNormNhwcTest(
				639	armnn::IWorkloadFactory& workloadFactory,
				640	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	3ea76d5	2018-11-09 14:10:38 +0000	[diff] [blame]	641
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	642	LayerTestResult<float, 4> CompareBatchNormTest(
				643	armnn::IWorkloadFactory& workloadFactory,
				644	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				645	armnn::IWorkloadFactory& refWorkloadFactory);
Nattapat Chaimanowong	3ea76d5	2018-11-09 14:10:38 +0000	[diff] [blame]	646
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	647	LayerTestResult<float, 4> BoundedReLuUpperAndLowerBoundTest(
				648	armnn::IWorkloadFactory& workloadFactory,
				649	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	3ea76d5	2018-11-09 14:10:38 +0000	[diff] [blame]	650
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	651	LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperAndLowerBoundTest(
				652	armnn::IWorkloadFactory& workloadFactor,
				653	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManagery);
Éanna Ó Catháin	4e1e136	2018-11-12 11:36:34 +0000	[diff] [blame]	654
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	655	LayerTestResult<float, 4> BoundedReLuUpperBoundOnlyTest(
				656	armnn::IWorkloadFactory& workloadFactory,
				657	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Éanna Ó Catháin	4e1e136	2018-11-12 11:36:34 +0000	[diff] [blame]	658
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	659	LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperBoundOnlyTest(
				660	armnn::IWorkloadFactory& workloadFactory,
				661	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Éanna Ó Catháin	262553e	2018-11-14 11:26:23 +0000	[diff] [blame]	662
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	663	LayerTestResult<float, 4> CompareBoundedReLuTest(
				664	armnn::IWorkloadFactory& workloadFactory,
				665	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				666	armnn::IWorkloadFactory& refWorkloadFactory,
				667	float upperBound,
				668	float lowerBound);
				669
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	670
				671	LayerTestResult<int16_t, 4> ReLuInt16Test(
				672	armnn::IWorkloadFactory& workloadFactory,
				673	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				674
				675	LayerTestResult<int16_t, 4> BoundedReLuInt16Test(
				676	armnn::IWorkloadFactory& workloadFactory,
				677	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				678
				679	LayerTestResult<int16_t, 4> SoftReLuInt16Test(
				680	armnn::IWorkloadFactory& workloadFactory,
				681	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				682
				683	LayerTestResult<int16_t, 4> LeakyReLuInt16Test(
				684	armnn::IWorkloadFactory& workloadFactory,
				685	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				686
				687	LayerTestResult<int16_t, 4> AbsInt16Test(
				688	armnn::IWorkloadFactory& workloadFactory,
				689	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				690
				691	LayerTestResult<int16_t, 4> SqrtInt16Test(
				692	armnn::IWorkloadFactory& workloadFactory,
				693	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				694
				695	LayerTestResult<int16_t, 4> SquareInt16Test(
				696	armnn::IWorkloadFactory& workloadFactory,
				697	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				698
				699	LayerTestResult<int16_t, 4> TanhInt16Test(
				700	armnn::IWorkloadFactory& workloadFactory,
				701	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				702
				703
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	704	// Tests that the output should be identical to the input when the output dimensions match the input ones.
				705	LayerTestResult<float, 4> ResizeBilinearNopTest(
				706	armnn::IWorkloadFactory& workloadFactory,
				707	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	708	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	709
				710	// Tests the behaviour of the resize bilinear operation when rescaling a 2x2 image into a 1x1 image.
				711	LayerTestResult<float, 4> SimpleResizeBilinearTest(
				712	armnn::IWorkloadFactory& workloadFactory,
				713	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	714	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	715
				716	// Tests the resize bilinear for minification of a square input matrix (also: input dimensions are a
				717	// multiple of output dimensions).
				718	LayerTestResult<float, 4> ResizeBilinearSqMinTest(
				719	armnn::IWorkloadFactory& workloadFactory,
				720	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	721	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	722
				723	// Tests the resize bilinear for minification (output dimensions smaller than input dimensions).
				724	LayerTestResult<float, 4> ResizeBilinearMinTest(
				725	armnn::IWorkloadFactory& workloadFactory,
				726	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	727	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	728
				729	// Tests the resize bilinear for magnification (output dimensions bigger than input dimensions).
				730	LayerTestResult<float, 4> ResizeBilinearMagTest(
				731	armnn::IWorkloadFactory& workloadFactory,
				732	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	733	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	734
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	735	LayerTestResult<float, 2> Rsqrt2dTestCommon(
				736	armnn::IWorkloadFactory& workloadFactory,
				737	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				738	const armnn::TensorInfo inputTensorInfo,
				739	const armnn::TensorInfo outputTensorInfo,
				740	std::vector<float> inputValues,
				741	std::vector<float> expectedOutputValues);
				742
				743	LayerTestResult<float, 2> Rsqrt2dTest(
				744	armnn::IWorkloadFactory& workloadFactory,
				745	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				746
				747	LayerTestResult<float, 3> Rsqrt3dTest(
				748	armnn::IWorkloadFactory& workloadFactory,
				749	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				750
				751	LayerTestResult<float, 2> RsqrtZeroTest(
				752	armnn::IWorkloadFactory& workloadFactory,
				753	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				754
				755	LayerTestResult<float, 2> RsqrtNegativeTest(
				756	armnn::IWorkloadFactory& workloadFactory,
				757	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				758
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	759	LayerTestResult<float, 4> BatchNormTest(
				760	armnn::IWorkloadFactory& workloadFactory,
				761	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				762
				763	LayerTestResult<float, 4> BatchNormNhwcTest(
				764	armnn::IWorkloadFactory& workloadFactory,
				765	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				766
				767	LayerTestResult<float, 2> FakeQuantizationTest(
				768	armnn::IWorkloadFactory& workloadFactory,
				769	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				770
				771	LayerTestResult<float, 4> L2Normalization1dTest(
				772	armnn::IWorkloadFactory& workloadFactory,
				773	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	774	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	775
				776	LayerTestResult<float, 4> L2Normalization2dTest(
				777	armnn::IWorkloadFactory& workloadFactory,
				778	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	779	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	780
				781	LayerTestResult<float, 4> L2Normalization3dTest(
				782	armnn::IWorkloadFactory& workloadFactory,
				783	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	784	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	785
				786	LayerTestResult<float, 4> L2Normalization4dTest(
				787	armnn::IWorkloadFactory& workloadFactory,
				788	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	789	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	790
				791	LayerTestResult<float, 4> ConstantTest(
				792	armnn::IWorkloadFactory& workloadFactory,
				793	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				794
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	795	LayerTestResult<uint8_t, 4> ConstantUint8SimpleQuantizationScaleNoOffsetTest(
				796	armnn::IWorkloadFactory& workloadFactory,
				797	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				798
				799	LayerTestResult<int16_t, 4> ConstantInt16SimpleQuantizationScaleNoOffsetTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	800	armnn::IWorkloadFactory& workloadFactory,
				801	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				802
				803	LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(
				804	armnn::IWorkloadFactory& workloadFactory,
				805	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				806	float upperBound);
				807
				808	LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(
				809	armnn::IWorkloadFactory& workloadFactory,
				810	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				811	float upperBound,
				812	float lowerBound);
				813
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	814	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				815	LayerTestResult<T, 2> FullyConnectedTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	816	armnn::IWorkloadFactory& workloadFactory,
				817	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				818	bool biasEnabled);
				819
				820	std::vector<LayerTestResult<uint8_t, 3>> SplitterUint8Test(
				821	armnn::IWorkloadFactory& workloadFactory,
				822	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				823
Ruomei Yan	25339c3	2019-05-28 16:48:20 +0100	[diff] [blame]	824	std::vector<LayerTestResult<int16_t, 3>> SplitterInt16Test(
				825	armnn::IWorkloadFactory& workloadFactory,
				826	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				827
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	828	LayerTestResult<uint8_t, 3> CopyViaSplitterUint8Test(
				829	armnn::IWorkloadFactory& workloadFactory,
				830	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				831
Ruomei Yan	25339c3	2019-05-28 16:48:20 +0100	[diff] [blame]	832	LayerTestResult<int16_t, 3> CopyViaSplitterInt16Test(
				833	armnn::IWorkloadFactory& workloadFactory,
				834	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				835
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	836	LayerTestResult<uint8_t, 3> ConcatUint8Test(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	837	armnn::IWorkloadFactory& workloadFactory,
				838	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				839
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	840	LayerTestResult<uint16_t, 3> ConcatUint16Test(
Jim Flynn	cbb66aa	2019-05-15 13:03:54 +0100	[diff] [blame]	841	armnn::IWorkloadFactory& workloadFactory,
				842	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				843
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	844	LayerTestResult<uint8_t, 3> ConcatUint8DifferentQParamsTest(
Jim Flynn	cbb66aa	2019-05-15 13:03:54 +0100	[diff] [blame]	845	armnn::IWorkloadFactory& workloadFactory,
				846	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Ferran Balaguer	b284565	2019-02-27 09:42:06 +0000	[diff] [blame]	847
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	848	LayerTestResult<uint8_t, 4> AdditionUint8Test(
				849	armnn::IWorkloadFactory& workloadFactory,
				850	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				851
				852	LayerTestResult<uint8_t, 4> AdditionBroadcast1ElementUint8Test(
				853	armnn::IWorkloadFactory& workloadFactory,
				854	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				855
				856	LayerTestResult<uint8_t, 4> AdditionBroadcastUint8Test(
				857	armnn::IWorkloadFactory& workloadFactory,
				858	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				859
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	860	LayerTestResult<int16_t, 4> AdditionInt16Test(
				861	armnn::IWorkloadFactory& workloadFactory,
				862	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				863
				864	LayerTestResult<int16_t, 4> AdditionBroadcastInt16Test(
				865	armnn::IWorkloadFactory& workloadFactory,
				866	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				867
				868	LayerTestResult<int16_t, 4> AdditionBroadcast1ElementInt16Test(
				869	armnn::IWorkloadFactory& workloadFactory,
				870	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				871
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	872	LayerTestResult<uint8_t, 4> SubtractionUint8Test(
				873	armnn::IWorkloadFactory& workloadFactory,
				874	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				875
				876	LayerTestResult<uint8_t, 4> SubtractionBroadcast1ElementUint8Test(
				877	armnn::IWorkloadFactory& workloadFactory,
				878	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				879
				880	LayerTestResult<uint8_t, 4> SubtractionBroadcastUint8Test(
				881	armnn::IWorkloadFactory& workloadFactory,
				882	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				883
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	884	LayerTestResult<int16_t, 4> SubtractionInt16Test(
				885	armnn::IWorkloadFactory& workloadFactory,
				886	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				887
				888	LayerTestResult<int16_t, 4> SubtractionBroadcast1ElementInt16Test(
				889	armnn::IWorkloadFactory& workloadFactory,
				890	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				891
				892	LayerTestResult<int16_t, 4> SubtractionBroadcastInt16Test(
				893	armnn::IWorkloadFactory& workloadFactory,
				894	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				895
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	896	LayerTestResult<uint8_t, 4> CompareActivationUint8Test(
				897	armnn::IWorkloadFactory& workloadFactory,
				898	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				899	armnn::IWorkloadFactory& refWorkloadFactory,
				900	armnn::ActivationFunction f);
				901
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	902	LayerTestResult<int16_t, 4> CompareActivationInt16Test(
				903	armnn::IWorkloadFactory& workloadFactory,
				904	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				905	armnn::IWorkloadFactory& refWorkloadFactory,
				906	armnn::ActivationFunction f);
				907
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	908	LayerTestResult<uint8_t, 2> CompareSoftmaxUint8Test(
				909	armnn::IWorkloadFactory& workloadFactory,
				910	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				911	armnn::IWorkloadFactory& refWorkloadFactory,
				912	float beta);
				913
				914	LayerTestResult<uint8_t, 4> MultiplicationUint8Test(
				915	armnn::IWorkloadFactory& workloadFactory,
				916	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				917
				918	LayerTestResult<uint8_t, 4> MultiplicationBroadcast1ElementUint8Test(
				919	armnn::IWorkloadFactory& workloadFactory,
				920	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				921
				922	LayerTestResult<uint8_t, 4> MultiplicationBroadcast1DVectorUint8Test(
				923	armnn::IWorkloadFactory& workloadFactory,
				924	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				925
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	926	LayerTestResult<int16_t, 4> MultiplicationInt16Test(
				927	armnn::IWorkloadFactory& workloadFactory,
				928	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				929
				930	LayerTestResult<int16_t, 4> MultiplicationBroadcast1ElementInt16Test(
				931	armnn::IWorkloadFactory& workloadFactory,
				932	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				933
				934	LayerTestResult<int16_t, 4> MultiplicationBroadcast1DVectorInt16Test(
				935	armnn::IWorkloadFactory& workloadFactory,
				936	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				937
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	938	LayerTestResult<uint8_t, 4> DivisionUint8Test(
				939	armnn::IWorkloadFactory& workloadFactory,
				940	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				941
				942	LayerTestResult<uint8_t, 4> DivisionBroadcast1ElementUint8Test(
				943	armnn::IWorkloadFactory& workloadFactory,
				944	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				945
				946	LayerTestResult<uint8_t, 4> DivisionBroadcast1DVectorUint8Test(
				947	armnn::IWorkloadFactory& workloadFactory,
				948	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				949
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	950	LayerTestResult<int16_t, 4> DivisionInt16Test(
				951	armnn::IWorkloadFactory& workloadFactory,
				952	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				953
				954	LayerTestResult<int16_t, 4> DivisionBroadcast1ElementInt16Test(
				955	armnn::IWorkloadFactory& workloadFactory,
				956	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				957
				958	LayerTestResult<int16_t, 4> DivisionBroadcast1DVectorInt16Test(
				959	armnn::IWorkloadFactory& workloadFactory,
				960	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				961
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	962	LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test(
				963	armnn::IWorkloadFactory& workloadFactory,
				964	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				965	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	966	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	967
				968	LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test(
				969	armnn::IWorkloadFactory& workloadFactory,
				970	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				971	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	972	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	973
Mike Kelly	2f80f6e	2019-05-16 12:41:34 +0100	[diff] [blame]	974	LayerTestResult<int16_t, 4> SimpleConvolution2d3x5QSymm16Test(
				975	armnn::IWorkloadFactory& workloadFactory,
				976	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				977	bool biasEnabled,
				978	const armnn::DataLayout layout);
				979
				980	LayerTestResult<int16_t, 4> SimpleConvolution2d3x3QSymm16Test(
				981	armnn::IWorkloadFactory& workloadFactory,
				982	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				983	bool biasEnabled,
				984	const armnn::DataLayout layout);
				985
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	986	LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test(
				987	armnn::IWorkloadFactory& workloadFactory,
				988	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				989	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	990	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	991
				992	LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test(
				993	armnn::IWorkloadFactory& workloadFactory,
				994	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				995	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	996	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	997
Ruomei Yan	88d44b8	2019-05-23 14:29:06 +0100	[diff] [blame]	998	LayerTestResult<int16_t, 4> DepthwiseConvolution2dInt16Test(
				999	armnn::IWorkloadFactory& workloadFactory,
				1000	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1001	bool biasEnabled,
				1002	const armnn::DataLayout layout);
				1003
				1004	LayerTestResult<int16_t, 4> DepthwiseConvolution2dDepthMul1Int16Test(
				1005	armnn::IWorkloadFactory& workloadFactory,
				1006	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1007	bool biasEnabled,
				1008	const armnn::DataLayout layout);
				1009
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1010	LayerTestResult<uint8_t, 4> ConstantLinearActivationUint8Test(
				1011	armnn::IWorkloadFactory& workloadFactory,
				1012	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1013
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	1014	LayerTestResult<int16_t, 4> ConstantLinearActivationInt16Test(
				1015	armnn::IWorkloadFactory& workloadFactory,
				1016	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1017
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1018	LayerTestResult<uint8_t, 4> ResizeBilinearNopUint8Test(
				1019	armnn::IWorkloadFactory& workloadFactory,
				1020	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1021
				1022	LayerTestResult<uint8_t, 4> SimpleResizeBilinearUint8Test(
				1023	armnn::IWorkloadFactory& workloadFactory,
				1024	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1025
				1026	LayerTestResult<uint8_t, 4> ResizeBilinearSqMinUint8Test(
				1027	armnn::IWorkloadFactory& workloadFactory,
				1028	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1029
				1030	LayerTestResult<uint8_t, 4> ResizeBilinearMinUint8Test(
				1031	armnn::IWorkloadFactory& workloadFactory,
				1032	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1033
				1034	LayerTestResult<uint8_t, 4> ResizeBilinearMagUint8Test(
				1035	armnn::IWorkloadFactory& workloadFactory,
				1036	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1037
				1038	LayerTestResult<uint8_t, 4> BatchNormUint8Test(
				1039	armnn::IWorkloadFactory& workloadFactory,
				1040	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1041
				1042	LayerTestResult<uint8_t, 4> BatchNormUint8NhwcTest(
				1043	armnn::IWorkloadFactory& workloadFactory,
				1044	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1045
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	1046	LayerTestResult<uint8_t, 4> ConstantUint8CustomQuantizationScaleAndOffsetTest(
				1047	armnn::IWorkloadFactory& workloadFactory,
				1048	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1049
				1050	LayerTestResult<int16_t, 4> ConstantInt16CustomQuantizationScaleAndOffsetTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1051	armnn::IWorkloadFactory& workloadFactory,
				1052	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1053
				1054	LayerTestResult<uint8_t, 1> Concatenation1dUint8Test(
				1055	armnn::IWorkloadFactory& workloadFactory,
				1056	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1057
				1058	LayerTestResult<uint8_t, 2> Concatenation2dDim0Uint8Test(
				1059	armnn::IWorkloadFactory& workloadFactory,
				1060	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1061
				1062	LayerTestResult<uint8_t, 2> Concatenation2dDim1Uint8Test(
				1063	armnn::IWorkloadFactory& workloadFactory,
				1064	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1065
				1066	LayerTestResult<uint8_t, 2> Concatenation2dDim0DiffInputDimsUint8Test(
				1067	armnn::IWorkloadFactory& workloadFactory,
				1068	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1069
				1070	LayerTestResult<uint8_t, 2> Concatenation2dDim1DiffInputDimsUint8Test(
				1071	armnn::IWorkloadFactory& workloadFactory,
				1072	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1073
				1074	LayerTestResult<uint8_t, 3> Concatenation3dDim0Uint8Test(
				1075	armnn::IWorkloadFactory& workloadFactory,
				1076	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1077
				1078	LayerTestResult<uint8_t, 3> Concatenation3dDim1Uint8Test(
				1079	armnn::IWorkloadFactory& workloadFactory,
				1080	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1081
				1082	LayerTestResult<uint8_t, 3> Concatenation3dDim2Uint8Test(
				1083	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	1084	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1085	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1086
				1087	LayerTestResult<uint8_t, 3> Concatenation3dDim0DiffInputDimsUint8Test(
				1088	armnn::IWorkloadFactory& workloadFactory,
				1089	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1090
				1091	LayerTestResult<uint8_t, 3> Concatenation3dDim1DiffInputDimsUint8Test(
				1092	armnn::IWorkloadFactory& workloadFactory,
				1093	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1094
				1095	LayerTestResult<uint8_t, 3> Concatenation3dDim2DiffInputDimsUint8Test(
				1096	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	1097	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1098	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1099
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1100	LayerTestResult<uint8_t, 4> EqualSimpleTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1101	armnn::IWorkloadFactory& workloadFactory,
				1102	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1103
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1104	LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1105	armnn::IWorkloadFactory& workloadFactory,
				1106	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1107
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1108	LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1109	armnn::IWorkloadFactory& workloadFactory,
				1110	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1111
				1112	LayerTestResult<uint8_t, 4> EqualUint8Test(
				1113	armnn::IWorkloadFactory& workloadFactory,
				1114	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1115
				1116	LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test(
				1117	armnn::IWorkloadFactory& workloadFactory,
				1118	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1119
				1120	LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test(
				1121	armnn::IWorkloadFactory& workloadFactory,
				1122	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1123
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1124	LayerTestResult<uint8_t, 4> GreaterSimpleTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1125	armnn::IWorkloadFactory& workloadFactory,
				1126	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1127
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1128	LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1129	armnn::IWorkloadFactory& workloadFactory,
				1130	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1131
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1132	LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1133	armnn::IWorkloadFactory& workloadFactory,
				1134	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1135
				1136	LayerTestResult<uint8_t, 4> GreaterUint8Test(
				1137	armnn::IWorkloadFactory& workloadFactory,
				1138	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1139
				1140	LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test(
				1141	armnn::IWorkloadFactory& workloadFactory,
				1142	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1143
				1144	LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test(
				1145	armnn::IWorkloadFactory& workloadFactory,
				1146	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1147
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1148	LayerTestResult<float, 2> FullyConnectedLargeTest(
				1149	armnn::IWorkloadFactory& workloadFactory,
				1150	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1151	bool transposeWeights);
				1152
				1153	LayerTestResult<float, 4> SimplePermuteFloat32Test(
				1154	armnn::IWorkloadFactory& workloadFactory,
				1155	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1156
				1157	LayerTestResult<uint8_t, 4> SimplePermuteUint8Test(
				1158	armnn::IWorkloadFactory& workloadFactory,
				1159	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1160
				1161	LayerTestResult<uint8_t, 2> PadUint82dTest(
				1162	armnn::IWorkloadFactory& workloadFactory,
				1163	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1164
				1165	LayerTestResult<uint8_t, 3> PadUint83dTest(
				1166	armnn::IWorkloadFactory& workloadFactory,
				1167	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1168
				1169	LayerTestResult<uint8_t, 4> PadUint84dTest(
				1170	armnn::IWorkloadFactory& workloadFactory,
				1171	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1172
				1173	LayerTestResult<float, 2> PadFloat322dTest(
				1174	armnn::IWorkloadFactory& workloadFactory,
				1175	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1176
				1177	LayerTestResult<float, 3> PadFloat323dTest(
				1178	armnn::IWorkloadFactory& workloadFactory,
				1179	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1180
				1181	LayerTestResult<float, 4> PadFloat324dTest(
				1182	armnn::IWorkloadFactory& workloadFactory,
				1183	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1184
				1185	LayerTestResult<float, 4> PermuteFloat32ValueSet1Test(
				1186	armnn::IWorkloadFactory& workloadFactory,
				1187	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1188
				1189	LayerTestResult<float, 4> PermuteFloat32ValueSet2Test(
				1190	armnn::IWorkloadFactory& workloadFactory,
				1191	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1192
				1193	LayerTestResult<float, 4> PermuteFloat32ValueSet3Test(
				1194	armnn::IWorkloadFactory& workloadFactory,
				1195	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1196
				1197	LayerTestResult<float, 2> LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest(
				1198	armnn::IWorkloadFactory& workloadFactory,
				1199	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1200
				1201	LayerTestResult<float, 2> LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(
				1202	armnn::IWorkloadFactory& workloadFactory,
				1203	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1204
				1205	LayerTestResult<float, 2> LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(
				1206	armnn::IWorkloadFactory& workloadFactory,
				1207	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1208
Conor Kennedy	b9971c9	2019-05-07 07:14:23 +0100	[diff] [blame]	1209	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionTest(
				1210	armnn::IWorkloadFactory& workloadFactory,
				1211	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1212
				1213	LayerTestResult<int16_t, 2> LstmLayerInt16WithCifgWithPeepholeNoProjectionTest(
				1214	armnn::IWorkloadFactory& workloadFactory,
				1215	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1216
				1217	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgWithPeepholeWithProjectionTest(
				1218	armnn::IWorkloadFactory& workloadFactory,
				1219	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1220
				1221	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest(
				1222	armnn::IWorkloadFactory& workloadFactory,
				1223	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1224
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1225	LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test(
				1226	armnn::IWorkloadFactory& workloadFactory,
				1227	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1228
				1229	LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test(
				1230	armnn::IWorkloadFactory& workloadFactory,
				1231	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1232
Éanna Ó Catháin	de70558	2018-12-03 13:04:22 +0000	[diff] [blame]	1233	LayerTestResult<float, 4> MaximumSimpleTest(
				1234	armnn::IWorkloadFactory& workloadFactory,
				1235	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1236
				1237	LayerTestResult<float, 4> MaximumBroadcast1ElementTest(
				1238	armnn::IWorkloadFactory& workloadFactory,
				1239	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1240
				1241	LayerTestResult<float, 4> MaximumBroadcast1DVectorTest(
				1242	armnn::IWorkloadFactory& workloadFactory,
				1243	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1244
				1245	LayerTestResult<uint8_t , 4> MaximumUint8Test(
				1246	armnn::IWorkloadFactory& workloadFactory,
				1247	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1248
				1249	LayerTestResult<uint8_t, 4> MaximumBroadcast1ElementUint8Test(
				1250	armnn::IWorkloadFactory& workloadFactory,
				1251	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1252
				1253	LayerTestResult<uint8_t, 4> MaximumBroadcast1DVectorUint8Test(
				1254	armnn::IWorkloadFactory& workloadFactory,
				1255	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1256
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1257	LayerTestResult<int16_t , 4> MaximumInt16Test(
				1258	armnn::IWorkloadFactory& workloadFactory,
				1259	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1260
				1261	LayerTestResult<int16_t, 4> MaximumBroadcast1ElementInt16Test(
				1262	armnn::IWorkloadFactory& workloadFactory,
				1263	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1264
				1265	LayerTestResult<int16_t, 4> MaximumBroadcast1DVectorInt16Test(
				1266	armnn::IWorkloadFactory& workloadFactory,
				1267	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1268
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1269	LayerTestResult<uint8_t, 1> MeanUint8SimpleTest(
				1270	armnn::IWorkloadFactory& workloadFactory,
				1271	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1272
				1273	LayerTestResult<uint8_t, 3> MeanUint8SimpleAxisTest(
				1274	armnn::IWorkloadFactory& workloadFactory,
				1275	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1276
				1277	LayerTestResult<uint8_t, 4> MeanUint8KeepDimsTest(
				1278	armnn::IWorkloadFactory& workloadFactory,
				1279	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1280
				1281	LayerTestResult<uint8_t, 4> MeanUint8MultipleDimsTest(
				1282	armnn::IWorkloadFactory& workloadFactory,
				1283	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1284
				1285	LayerTestResult<uint8_t, 1> MeanVtsUint8Test(
				1286	armnn::IWorkloadFactory& workloadFactory,
				1287	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1288
				1289	LayerTestResult<float, 1> MeanFloatSimpleTest(
				1290	armnn::IWorkloadFactory& workloadFactory,
				1291	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1292
				1293	LayerTestResult<float, 3> MeanFloatSimpleAxisTest(
				1294	armnn::IWorkloadFactory& workloadFactory,
				1295	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1296
				1297	LayerTestResult<float, 4> MeanFloatKeepDimsTest(
				1298	armnn::IWorkloadFactory& workloadFactory,
				1299	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1300
				1301	LayerTestResult<float, 4> MeanFloatMultipleDimsTest(
				1302	armnn::IWorkloadFactory& workloadFactory,
				1303	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1304
				1305	LayerTestResult<float, 1> MeanVtsFloat1Test(
				1306	armnn::IWorkloadFactory& workloadFactory,
				1307	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1308
				1309	LayerTestResult<float, 3> MeanVtsFloat2Test(
				1310	armnn::IWorkloadFactory& workloadFactory,
				1311	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1312
				1313	LayerTestResult<float, 3> MeanVtsFloat3Test(
				1314	armnn::IWorkloadFactory& workloadFactory,
				1315	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1316
Éanna Ó Catháin	20e5880	2018-12-04 10:29:06 +0000	[diff] [blame]	1317	LayerTestResult<float, 4> MinimumBroadcast1ElementTest1(
				1318	armnn::IWorkloadFactory& workloadFactory,
				1319	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1320
				1321	LayerTestResult<float, 4> MinimumBroadcast1ElementTest2(
				1322	armnn::IWorkloadFactory& workloadFactory,
				1323	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1324
				1325	LayerTestResult<uint8_t, 4> MinimumBroadcast1DVectorUint8Test(
				1326	armnn::IWorkloadFactory & workloadFactory,
				1327	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1328
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1329	LayerTestResult<int16_t , 4> MinimumInt16Test(
				1330	armnn::IWorkloadFactory& workloadFactory,
				1331	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1332
				1333	LayerTestResult<int16_t, 4> MinimumBroadcast1ElementInt16Test(
				1334	armnn::IWorkloadFactory& workloadFactory,
				1335	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1336
				1337	LayerTestResult<int16_t, 4> MinimumBroadcast1DVectorInt16Test(
				1338	armnn::IWorkloadFactory& workloadFactory,
				1339	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1340
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1341	LayerTestResult<float, 4> AdditionAfterMaxPoolTest(
				1342	armnn::IWorkloadFactory& workloadFactory,
				1343	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1344
				1345	LayerTestResult<float, 4> SpaceToBatchNdSimpleFloat32Test(
				1346	armnn::IWorkloadFactory& workloadFactory,
				1347	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1348
				1349	LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsFloat32Test(
				1350	armnn::IWorkloadFactory& workloadFactory,
				1351	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1352
				1353	LayerTestResult<float, 4> SpaceToBatchNdMultiBlockFloat32Test(
				1354	armnn::IWorkloadFactory& workloadFactory,
				1355	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1356
				1357	LayerTestResult<float, 4> SpaceToBatchNdPaddingFloat32Test(
				1358	armnn::IWorkloadFactory& workloadFactory,
				1359	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1360
				1361	LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleUint8Test(
				1362	armnn::IWorkloadFactory& workloadFactory,
				1363	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1364
				1365	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsUint8Test(
				1366	armnn::IWorkloadFactory& workloadFactory,
				1367	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1368
				1369	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockUint8Test(
				1370	armnn::IWorkloadFactory& workloadFactory,
				1371	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1372
				1373	LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingUint8Test(
				1374	armnn::IWorkloadFactory& workloadFactory,
				1375	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1376
				1377	LayerTestResult<float, 4> SpaceToBatchNdSimpleNHWCFloat32Test(
				1378	armnn::IWorkloadFactory& workloadFactory,
				1379	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1380
				1381	LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsNHWCFloat32Test(
				1382	armnn::IWorkloadFactory& workloadFactory,
				1383	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1384
				1385	LayerTestResult<float, 4> SpaceToBatchNdMultiBlockNHWCFloat32Test(
				1386	armnn::IWorkloadFactory& workloadFactory,
				1387	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1388
				1389	LayerTestResult<float, 4> SpaceToBatchNdPaddingNHWCFloat32Test(
				1390	armnn::IWorkloadFactory& workloadFactory,
				1391	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1392
				1393	LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleNHWCUint8Test(
				1394	armnn::IWorkloadFactory& workloadFactory,
				1395	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1396
				1397	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsNHWCUint8Test(
				1398	armnn::IWorkloadFactory& workloadFactory,
				1399	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1400
				1401	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockNHWCUint8Test(
				1402	armnn::IWorkloadFactory& workloadFactory,
				1403	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1404
				1405	LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingNHWCUint8Test(
				1406	armnn::IWorkloadFactory& workloadFactory,
				1407	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1408
nikraj01	120522a	2019-05-31 11:33:07 +0100	[diff] [blame]	1409	LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleUint16Test(
				1410	armnn::IWorkloadFactory& workloadFactory,
				1411	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1412
				1413	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsUint16Test(
				1414	armnn::IWorkloadFactory& workloadFactory,
				1415	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1416
				1417	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockUint16Test(
				1418	armnn::IWorkloadFactory& workloadFactory,
				1419	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1420
				1421	LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingUint16Test(
				1422	armnn::IWorkloadFactory& workloadFactory,
				1423	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1424
				1425	LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleNHWCUint16Test(
				1426	armnn::IWorkloadFactory& workloadFactory,
				1427	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1428
				1429	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsNHWCUint16Test(
				1430	armnn::IWorkloadFactory& workloadFactory,
				1431	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1432
				1433	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockNHWCUint16Test(
				1434	armnn::IWorkloadFactory& workloadFactory,
				1435	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1436
				1437	LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingNHWCUint16Test(
				1438	armnn::IWorkloadFactory& workloadFactory,
				1439	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1440
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1441	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test1(
				1442	armnn::IWorkloadFactory& workloadFactory,
				1443	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1444
				1445	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test2(
				1446	armnn::IWorkloadFactory& workloadFactory,
				1447	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1448
				1449	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test3(
				1450	armnn::IWorkloadFactory& workloadFactory,
				1451	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1452
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1453	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test4(
				1454	armnn::IWorkloadFactory& workloadFactory,
				1455	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1456
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1457	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test1(
				1458	armnn::IWorkloadFactory &workloadFactory,
				1459	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1460
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1461	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1462	armnn::IWorkloadFactory &workloadFactory,
				1463	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1464
				1465	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1466	armnn::IWorkloadFactory &workloadFactory,
				1467	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1468
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1469	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest1(
				1470	armnn::IWorkloadFactory &workloadFactory,
				1471	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1472
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1473	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1474	armnn::IWorkloadFactory &workloadFactory,
				1475	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1476
				1477	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1478	armnn::IWorkloadFactory &workloadFactory,
				1479	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1480
				1481	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest1(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1482	armnn::IWorkloadFactory &workloadFactory,
				1483	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1484
				1485	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1486	armnn::IWorkloadFactory &workloadFactory,
				1487	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1488
				1489	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1490	armnn::IWorkloadFactory &workloadFactory,
				1491	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1492
				1493	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest4(
				1494	armnn::IWorkloadFactory &workloadFactory,
				1495	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1496
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1497	LayerTestResult<float, 4> StridedSlice4DFloat32Test(
				1498	armnn::IWorkloadFactory& workloadFactory,
				1499	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1500
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1501	LayerTestResult<float, 4> StridedSlice4DReverseFloat32Test(
				1502	armnn::IWorkloadFactory& workloadFactory,
				1503	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1504
				1505	LayerTestResult<float, 4> StridedSliceSimpleStrideFloat32Test(
				1506	armnn::IWorkloadFactory& workloadFactory,
				1507	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1508
				1509	LayerTestResult<float, 4> StridedSliceSimpleRangeMaskFloat32Test(
				1510	armnn::IWorkloadFactory& workloadFactory,
				1511	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1512
				1513	LayerTestResult<float, 2> StridedSliceShrinkAxisMaskFloat32Test(
				1514	armnn::IWorkloadFactory& workloadFactory,
				1515	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1516
				1517	LayerTestResult<float, 3> StridedSlice3DFloat32Test(
				1518	armnn::IWorkloadFactory& workloadFactory,
				1519	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1520
				1521	LayerTestResult<float, 3> StridedSlice3DReverseFloat32Test(
				1522	armnn::IWorkloadFactory& workloadFactory,
				1523	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1524
				1525	LayerTestResult<float, 2> StridedSlice2DFloat32Test(
				1526	armnn::IWorkloadFactory& workloadFactory,
				1527	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1528
				1529	LayerTestResult<float, 2> StridedSlice2DReverseFloat32Test(
				1530	armnn::IWorkloadFactory& workloadFactory,
				1531	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1532
				1533	LayerTestResult<uint8_t, 4> StridedSlice4DUint8Test(
				1534	armnn::IWorkloadFactory& workloadFactory,
				1535	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1536
				1537	LayerTestResult<uint8_t, 4> StridedSlice4DReverseUint8Test(
				1538	armnn::IWorkloadFactory& workloadFactory,
				1539	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1540
				1541	LayerTestResult<uint8_t, 4> StridedSliceSimpleStrideUint8Test(
				1542	armnn::IWorkloadFactory& workloadFactory,
				1543	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1544
				1545	LayerTestResult<uint8_t, 4> StridedSliceSimpleRangeMaskUint8Test(
				1546	armnn::IWorkloadFactory& workloadFactory,
				1547	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1548
				1549	LayerTestResult<uint8_t, 2> StridedSliceShrinkAxisMaskUint8Test(
				1550	armnn::IWorkloadFactory& workloadFactory,
				1551	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1552
				1553	LayerTestResult<uint8_t, 3> StridedSlice3DUint8Test(
				1554	armnn::IWorkloadFactory& workloadFactory,
				1555	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1556
				1557	LayerTestResult<uint8_t, 3> StridedSlice3DReverseUint8Test(
				1558	armnn::IWorkloadFactory& workloadFactory,
				1559	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1560
				1561	LayerTestResult<uint8_t, 2> StridedSlice2DUint8Test(
				1562	armnn::IWorkloadFactory& workloadFactory,
				1563	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1564
				1565	LayerTestResult<uint8_t, 2> StridedSlice2DReverseUint8Test(
				1566	armnn::IWorkloadFactory& workloadFactory,
				1567	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1568
Matteo Martincigh	42666a1	2019-05-29 08:53:41 +0100	[diff] [blame]	1569	LayerTestResult<int16_t, 4> StridedSlice4DInt16Test(
				1570	armnn::IWorkloadFactory& workloadFactory,
				1571	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1572
				1573	LayerTestResult<int16_t, 4> StridedSlice4DReverseInt16Test(
				1574	armnn::IWorkloadFactory& workloadFactory,
				1575	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1576
				1577	LayerTestResult<int16_t, 4> StridedSliceSimpleStrideInt16Test(
				1578	armnn::IWorkloadFactory& workloadFactory,
				1579	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1580
				1581	LayerTestResult<int16_t, 4> StridedSliceSimpleRangeMaskInt16Test(
				1582	armnn::IWorkloadFactory& workloadFactory,
				1583	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1584
				1585	LayerTestResult<int16_t, 2> StridedSliceShrinkAxisMaskInt16Test(
				1586	armnn::IWorkloadFactory& workloadFactory,
				1587	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1588
				1589	LayerTestResult<int16_t, 3> StridedSlice3DInt16Test(
				1590	armnn::IWorkloadFactory& workloadFactory,
				1591	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1592
				1593	LayerTestResult<int16_t, 3> StridedSlice3DReverseInt16Test(
				1594	armnn::IWorkloadFactory& workloadFactory,
				1595	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1596
				1597	LayerTestResult<int16_t, 2> StridedSlice2DInt16Test(
				1598	armnn::IWorkloadFactory& workloadFactory,
				1599	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1600
				1601	LayerTestResult<int16_t, 2> StridedSlice2DReverseInt16Test(
				1602	armnn::IWorkloadFactory& workloadFactory,
				1603	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1604
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1605	LayerTestResult<float, 4> Debug4DFloat32Test(
				1606	armnn::IWorkloadFactory& workloadFactory,
				1607	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1608
				1609	LayerTestResult<float, 3> Debug3DFloat32Test(
				1610	armnn::IWorkloadFactory& workloadFactory,
				1611	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1612
				1613	LayerTestResult<float, 2> Debug2DFloat32Test(
				1614	armnn::IWorkloadFactory& workloadFactory,
				1615	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1616
				1617	LayerTestResult<float, 1> Debug1DFloat32Test(
				1618	armnn::IWorkloadFactory& workloadFactory,
				1619	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1620
				1621	LayerTestResult<uint8_t, 4> Debug4DUint8Test(
				1622	armnn::IWorkloadFactory& workloadFactory,
				1623	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1624
				1625	LayerTestResult<uint8_t, 3> Debug3DUint8Test(
				1626	armnn::IWorkloadFactory& workloadFactory,
				1627	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1628
				1629	LayerTestResult<uint8_t, 2> Debug2DUint8Test(
				1630	armnn::IWorkloadFactory& workloadFactory,
				1631	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1632
				1633	LayerTestResult<uint8_t, 1> Debug1DUint8Test(
				1634	armnn::IWorkloadFactory& workloadFactory,
				1635	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Matteo Martincigh	4912402	2019-01-11 13:25:59 +0000	[diff] [blame]	1636
				1637	LayerTestResult<uint8_t, 4> PreCompiledConvolution2dTest(
				1638	armnn::IWorkloadFactory& workloadFactory,
				1639	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1640
				1641	LayerTestResult<uint8_t, 4> PreCompiledConvolution2dStride2x2Test(
				1642	armnn::IWorkloadFactory& workloadFactory,
				1643	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1644
				1645	LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dTest(
				1646	armnn::IWorkloadFactory & workloadFactory,
				1647	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1648
				1649	LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dStride2x2Test(
				1650	armnn::IWorkloadFactory & workloadFactory,
				1651	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1652
				1653	LayerTestResult<uint8_t, 4> PreCompiledMaxPooling2dTest(
				1654	armnn::IWorkloadFactory& workloadFactory,
				1655	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1656
				1657	LayerTestResult<float, 4> Debug4DFloat32Test(
				1658	armnn::IWorkloadFactory& workloadFactory,
				1659	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1660
				1661	LayerTestResult<float, 3> Debug3DFloat32Test(
				1662	armnn::IWorkloadFactory& workloadFactory,
				1663	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1664
				1665	LayerTestResult<float, 2> Debug2DFloat32Test(
				1666	armnn::IWorkloadFactory& workloadFactory,
				1667	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1668
				1669	LayerTestResult<float, 1> Debug1DFloat32Test(
				1670	armnn::IWorkloadFactory& workloadFactory,
				1671	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1672
				1673	LayerTestResult<uint8_t, 4> Debug4DUint8Test(
				1674	armnn::IWorkloadFactory& workloadFactory,
				1675	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1676
				1677	LayerTestResult<uint8_t, 3> Debug3DUint8Test(
				1678	armnn::IWorkloadFactory& workloadFactory,
				1679	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1680
				1681	LayerTestResult<uint8_t, 2> Debug2DUint8Test(
				1682	armnn::IWorkloadFactory& workloadFactory,
				1683	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1684
				1685	LayerTestResult<uint8_t, 1> Debug1DUint8Test(
				1686	armnn::IWorkloadFactory& workloadFactory,
				1687	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
narpra01	4951d84	2019-01-18 16:53:53 +0000	[diff] [blame]	1688
				1689	LayerTestResult<float, 1> Gather1DParamsFloatTest(
				1690	armnn::IWorkloadFactory& workloadFactory,
				1691	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1692
				1693	LayerTestResult<uint8_t, 1> Gather1DParamsUint8Test(
				1694	armnn::IWorkloadFactory& workloadFactory,
				1695	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1696
				1697	LayerTestResult<float, 2> GatherMultiDimParamsFloatTest(
				1698	armnn::IWorkloadFactory& workloadFactory,
				1699	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1700
				1701	LayerTestResult<uint8_t, 2> GatherMultiDimParamsUint8Test(
				1702	armnn::IWorkloadFactory& workloadFactory,
				1703	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1704
				1705	LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesFloatTest(
				1706	armnn::IWorkloadFactory& workloadFactory,
				1707	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1708
				1709	LayerTestResult<uint8_t, 4> GatherMultiDimParamsMultiDimIndicesUint8Test(
				1710	armnn::IWorkloadFactory& workloadFactory,
				1711	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	8a54ac0	2019-03-29 15:25:04 +0000	[diff] [blame]	1712
Nattapat Chaimanowong	afa4e3a	2019-04-02 11:41:45 +0100	[diff] [blame]	1713	LayerTestResult<float, 4> DequantizeSimpleUint8Test(
				1714	armnn::IWorkloadFactory& workloadFactory,
				1715	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1716
				1717	LayerTestResult<float, 4> DequantizeOffsetUint8Test(
				1718	armnn::IWorkloadFactory& workloadFactory,
				1719	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1720
				1721	LayerTestResult<float, 4> DequantizeSimpleInt16Test(
Nattapat Chaimanowong	8a54ac0	2019-03-29 15:25:04 +0000	[diff] [blame]	1722	armnn::IWorkloadFactory& workloadFactory,
				1723	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	a0beb3b	2019-04-01 17:04:53 +0100	[diff] [blame]	1724
				1725	LayerTestResult<uint8_t, 4> QuantizeSimpleUint8Test(
				1726	armnn::IWorkloadFactory& workloadFactory,
				1727	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1728
				1729	LayerTestResult<uint8_t, 4> QuantizeClampUint8Test(
				1730	armnn::IWorkloadFactory& workloadFactory,
				1731	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1732
				1733	LayerTestResult<int16_t, 4> QuantizeClampInt16Test(
				1734	armnn::IWorkloadFactory& workloadFactory,
				1735	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	1736
				1737	template<typename T, typename B>
				1738	LayerTestResult<T, 2> SimpleFullyConnectedTestImpl(
				1739	armnn::IWorkloadFactory& workloadFactory,
				1740	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1741	armnn::TensorInfo inputTensorInfo,
				1742	armnn::TensorInfo outputTensorInfo,
				1743	armnn::TensorInfo weightsDesc,
				1744	armnn::TensorInfo biasesDesc,
				1745	boost::multi_array<T, 2>& weights,
				1746	boost::multi_array<B, 1>& bias,
				1747	boost::multi_array<T, 4>& input,
				1748	bool biasEnabled,
				1749	bool transposeWeights)
				1750	{
				1751	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1752	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1753
				1754	armnn::FullyConnectedQueueDescriptor data;
				1755	armnn::WorkloadInfo info;
				1756	armnn::ScopedCpuTensorHandle weightsTensor(weightsDesc);
				1757	armnn::ScopedCpuTensorHandle biasTensor(biasesDesc);
				1758
				1759	AllocateAndCopyDataToITensorHandle(&weightsTensor, &weights[0][0]);
				1760	AllocateAndCopyDataToITensorHandle(&biasTensor, &bias[0]);
				1761
				1762	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				1763	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				1764	data.m_Weight = &weightsTensor;
				1765	data.m_Bias = &biasTensor;
				1766	data.m_Parameters.m_BiasEnabled = biasEnabled;
				1767	data.m_Parameters.m_TransposeWeightMatrix = transposeWeights;
				1768
				1769	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFullyConnected(data, info);
				1770	LayerTestResult<T, 2> result(outputTensorInfo);
				1771
				1772	inputHandle->Allocate();
				1773	outputHandle->Allocate();
				1774	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				1775
				1776	ExecuteWorkload(*workload, memoryManager);
				1777
				1778	CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get());
				1779
				1780	return result;
				1781	}
				1782
				1783	template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				1784	std::vector<T> ConvertToDataType(const std::vector<float>& input,
				1785	const armnn::TensorInfo& inputTensorInfo)
				1786	{
				1787	std::vector<T> output(input.size());
				1788	auto outputTensorInfo = inputTensorInfo;
				1789	outputTensorInfo.SetDataType(ArmnnType);
				1790
				1791	std::unique_ptr<armnn::Encoder<float>> pOutputEncoder = armnn::MakeEncoder<float>(outputTensorInfo, output.data());
				1792	armnn::Encoder<float>& rOutputEncoder = *pOutputEncoder;
				1793
				1794	for (auto it = input.begin(); it != input.end(); ++it)
				1795	{
				1796	rOutputEncoder.Set(*it);
				1797	++rOutputEncoder;
				1798	}
				1799	return output;
				1800	}
				1801
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1802	template<typename T>
				1803	LayerTestResult<T, 4> SimpleReshapeTestImpl(
				1804	armnn::IWorkloadFactory& workloadFactory,
				1805	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1806	armnn::TensorInfo inputTensorInfo,
				1807	armnn::TensorInfo outputTensorInfo,
				1808	const std::vector<T>& inputData,
				1809	const std::vector<T>& outputExpectedData)
				1810	{
				1811	auto input = MakeTensor<T, 4>(inputTensorInfo, inputData);
				1812
				1813	LayerTestResult<T, 4> ret(outputTensorInfo);
				1814	ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, outputExpectedData);
				1815
				1816	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1817	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1818
				1819	armnn::ReshapeQueueDescriptor data;
				1820	armnn::WorkloadInfo info;
				1821	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				1822	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				1823
				1824	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateReshape(data, info);
				1825
				1826	inputHandle->Allocate();
				1827	outputHandle->Allocate();
				1828
				1829	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				1830
				1831	workload->Execute();
				1832
				1833	CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
				1834
				1835	return ret;
				1836	}
				1837
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	1838	template<armnn::DataType ArmnnType, typename T>
				1839	LayerTestResult<T, 2> FullyConnectedTest(
				1840	armnn::IWorkloadFactory& workloadFactory,
				1841	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1842	bool biasEnabled)
				1843	{
				1844	constexpr static unsigned int inputWidth = 3u;
				1845	constexpr static unsigned int inputHeight = 2u;
				1846	constexpr static unsigned int inputChannels = 1u;
				1847
				1848	constexpr static unsigned int inputSize = inputWidth * inputHeight * inputChannels;
				1849
				1850	constexpr static unsigned int outputChannels = 2u;
				1851
				1852	armnn::TensorInfo inputTensorInfo({ 1, inputChannels, inputHeight, inputWidth }, ArmnnType);
				1853	inputTensorInfo.SetQuantizationScale(0.1f);
				1854	inputTensorInfo.SetQuantizationOffset(63);
				1855
				1856	armnn::TensorInfo outputTensorInfo({ 1, outputChannels }, ArmnnType);
				1857	outputTensorInfo.SetQuantizationScale(5.f);
				1858	outputTensorInfo.SetQuantizationOffset(biasEnabled ? -50 : 10);
				1859
				1860	armnn::TensorInfo weightsDesc({ outputChannels, inputSize }, ArmnnType);
				1861	weightsDesc.SetQuantizationScale(0.2f);
				1862	weightsDesc.SetQuantizationOffset(93);
				1863
				1864	armnn::TensorInfo biasesDesc({ outputChannels }, GetBiasTypeFromWeightsType(weightsDesc.GetDataType()).value());
				1865	biasesDesc.SetQuantizationScale(inputTensorInfo.GetQuantizationScale() * weightsDesc.GetQuantizationScale());
				1866	biasesDesc.SetQuantizationOffset(0);
				1867
				1868	LayerTestResult<T, 2> result(outputTensorInfo);
				1869
				1870	auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
				1871	{
				1872	-1.2f, 6.1f, -3.5f,
				1873	18.8f, -5.5f, 2.9f
				1874	},
				1875	inputTensorInfo));
				1876
				1877	auto weights = MakeTensor<T, 2>(weightsDesc, ConvertToDataType<ArmnnType>(
				1878	{
				1879	-8.4f, 20.0f, -10.4f, -8, 16.4f, -11.8f,
				1880	23.4f, 10.4f, -14.0f, -3.8f, -11.8f, 11.4f
				1881	},
				1882	weightsDesc));
				1883
				1884	auto bias = MakeTensor<int32_t, 1>(biasesDesc, std::vector<int32_t>{9250, 67500});
				1885
				1886	result = SimpleFullyConnectedTestImpl<T>(
				1887	workloadFactory,
				1888	memoryManager,
				1889	inputTensorInfo, outputTensorInfo,
				1890	weightsDesc, biasesDesc,
				1891	weights, bias, input,
				1892	biasEnabled, true
				1893	);
				1894
				1895	if (biasEnabled)
				1896	{
				1897	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo,
				1898	ConvertToDataType<ArmnnType>({80.f, 1460.f}, outputTensorInfo));
				1899	}
				1900	else
				1901	{
				1902	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo,
				1903	ConvertToDataType<ArmnnType>({-107.04f, 110.f}, outputTensorInfo));
				1904	}
				1905
				1906	return result;
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1907	}
				1908
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1909	template<armnn::DataType ArmnnType, typename T>
				1910	LayerTestResult<T, 4> SimpleReshapeTest(
				1911	armnn::IWorkloadFactory& workloadFactory,
				1912	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1913	{
				1914	armnn::TensorInfo inputTensorInfo;
				1915	armnn::TensorInfo outputTensorInfo;
				1916
				1917	unsigned int inputShape[] = { 2, 2, 3, 3 };
				1918	unsigned int outputShape[] = { 2, 2, 9, 1 };
				1919
				1920	inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType);
				1921	inputTensorInfo.SetQuantizationScale(1.0f);
				1922	outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType);
				1923	outputTensorInfo.SetQuantizationScale(1.0f);
				1924
				1925	auto input = ConvertToDataType<ArmnnType>(
				1926	{
				1927	0.0f, 1.0f, 2.0f,
				1928	3.0f, 4.0f, 5.0f,
				1929	6.0f, 7.0f, 8.0f,
				1930
				1931	9.0f, 10.0f, 11.0f,
				1932	12.0f, 13.0f, 14.0f,
				1933	15.0f, 16.0f, 17.0f,
				1934
				1935	18.0f, 19.0f, 20.0f,
				1936	21.0f, 22.0f, 23.0f,
				1937	24.0f, 25.0f, 26.0f,
				1938
				1939	27.0f, 28.0f, 29.0f,
				1940	30.0f, 31.0f, 32.0f,
				1941	33.0f, 34.0f, 35.0f,
				1942	},
				1943	inputTensorInfo);
				1944
				1945	auto outputExpected = ConvertToDataType<ArmnnType>(
				1946	{
				1947	0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f,
				1948
				1949	9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f,
				1950
				1951	18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f,
				1952
				1953	27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f, 33.0f, 34.0f, 35.0f,
				1954	},
				1955	outputTensorInfo);
				1956
				1957	return SimpleReshapeTestImpl<T>(
				1958	workloadFactory, memoryManager, inputTensorInfo, outputTensorInfo, input, outputExpected);
Matteo Martincigh	42666a1	2019-05-29 08:53:41 +0100	[diff] [blame]	1959	}
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	1960
				1961	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				1962	LayerTestResult<T, 4> SimpleFloorTest(
				1963	armnn::IWorkloadFactory& workloadFactory,
				1964	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1965	{
James Conroy	b40d710	2019-06-04 12:32:09 +0100	[diff] [blame]	1966	armnn::TensorInfo inputTensorInfo({1, 3, 2, 3}, ArmnnType);
				1967	inputTensorInfo.SetQuantizationScale(0.1f);
				1968
				1969	armnn::TensorInfo outputTensorInfo(inputTensorInfo);
				1970	outputTensorInfo.SetQuantizationScale(0.1f);
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	1971
				1972	auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
				1973	{ -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f, -0.5f, -0.4f, 0.0f,
				1974	1.0f, 0.4f, 0.5f, 1.3f, 1.5f, 2.0f, 8.76f, 15.2f, 37.5f },
				1975	inputTensorInfo));
				1976
				1977	LayerTestResult<T, 4> ret(outputTensorInfo);
				1978	ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, ConvertToDataType<ArmnnType>(
				1979	{ -38.0f, -16.0f, -9.0f, -2.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f,
				1980	1.0f, 0.0f, 0.0f, 1.0f, 1.0f, 2.0f, 8.0f, 15.0f, 37.0f },
				1981	outputTensorInfo));
				1982
				1983	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1984	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1985
				1986	armnn::FloorQueueDescriptor data;
				1987	armnn::WorkloadInfo info;
				1988	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				1989	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				1990
				1991	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFloor(data, info);
				1992
				1993	inputHandle->Allocate();
				1994	outputHandle->Allocate();
				1995
				1996	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				1997
				1998	workload->Execute();
				1999
				2000	CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
				2001
				2002	return ret;
				2003	}