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

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telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	1	//
				2	// Copyright © 2017 Arm Ltd. All rights reserved.
David Beck	ecb56cd	2018-09-05 12:52:57 +0100	[diff] [blame]	3	// SPDX-License-Identifier: MIT
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	4	//
				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
Matteo Martincigh	f550713	2019-06-04 10:59:47 +0100	[diff] [blame^]	1046	LayerTestResult<int16_t, 4> BatchNormInt16Test(
				1047	armnn::IWorkloadFactory& workloadFactory,
				1048	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1049
				1050	LayerTestResult<int16_t, 4> BatchNormInt16NhwcTest(
				1051	armnn::IWorkloadFactory& workloadFactory,
				1052	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1053
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	1054	LayerTestResult<uint8_t, 4> ConstantUint8CustomQuantizationScaleAndOffsetTest(
				1055	armnn::IWorkloadFactory& workloadFactory,
				1056	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1057
				1058	LayerTestResult<int16_t, 4> ConstantInt16CustomQuantizationScaleAndOffsetTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1059	armnn::IWorkloadFactory& workloadFactory,
				1060	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1061
				1062	LayerTestResult<uint8_t, 1> Concatenation1dUint8Test(
				1063	armnn::IWorkloadFactory& workloadFactory,
				1064	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1065
				1066	LayerTestResult<uint8_t, 2> Concatenation2dDim0Uint8Test(
				1067	armnn::IWorkloadFactory& workloadFactory,
				1068	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1069
				1070	LayerTestResult<uint8_t, 2> Concatenation2dDim1Uint8Test(
				1071	armnn::IWorkloadFactory& workloadFactory,
				1072	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1073
				1074	LayerTestResult<uint8_t, 2> Concatenation2dDim0DiffInputDimsUint8Test(
				1075	armnn::IWorkloadFactory& workloadFactory,
				1076	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1077
				1078	LayerTestResult<uint8_t, 2> Concatenation2dDim1DiffInputDimsUint8Test(
				1079	armnn::IWorkloadFactory& workloadFactory,
				1080	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1081
				1082	LayerTestResult<uint8_t, 3> Concatenation3dDim0Uint8Test(
				1083	armnn::IWorkloadFactory& workloadFactory,
				1084	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1085
				1086	LayerTestResult<uint8_t, 3> Concatenation3dDim1Uint8Test(
				1087	armnn::IWorkloadFactory& workloadFactory,
				1088	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1089
				1090	LayerTestResult<uint8_t, 3> Concatenation3dDim2Uint8Test(
				1091	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	1092	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1093	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1094
				1095	LayerTestResult<uint8_t, 3> Concatenation3dDim0DiffInputDimsUint8Test(
				1096	armnn::IWorkloadFactory& workloadFactory,
				1097	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1098
				1099	LayerTestResult<uint8_t, 3> Concatenation3dDim1DiffInputDimsUint8Test(
				1100	armnn::IWorkloadFactory& workloadFactory,
				1101	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1102
				1103	LayerTestResult<uint8_t, 3> Concatenation3dDim2DiffInputDimsUint8Test(
				1104	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	1105	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1106	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1107
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1108	LayerTestResult<uint8_t, 4> EqualSimpleTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1109	armnn::IWorkloadFactory& workloadFactory,
				1110	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1111
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1112	LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1113	armnn::IWorkloadFactory& workloadFactory,
				1114	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1115
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1116	LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1117	armnn::IWorkloadFactory& workloadFactory,
				1118	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1119
				1120	LayerTestResult<uint8_t, 4> EqualUint8Test(
				1121	armnn::IWorkloadFactory& workloadFactory,
				1122	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1123
				1124	LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test(
				1125	armnn::IWorkloadFactory& workloadFactory,
				1126	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1127
				1128	LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test(
				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> GreaterSimpleTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1133	armnn::IWorkloadFactory& workloadFactory,
				1134	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1135
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1136	LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1137	armnn::IWorkloadFactory& workloadFactory,
				1138	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1139
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1140	LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1141	armnn::IWorkloadFactory& workloadFactory,
				1142	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1143
				1144	LayerTestResult<uint8_t, 4> GreaterUint8Test(
				1145	armnn::IWorkloadFactory& workloadFactory,
				1146	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1147
				1148	LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test(
				1149	armnn::IWorkloadFactory& workloadFactory,
				1150	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1151
				1152	LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test(
				1153	armnn::IWorkloadFactory& workloadFactory,
				1154	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1155
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1156	LayerTestResult<float, 2> FullyConnectedLargeTest(
				1157	armnn::IWorkloadFactory& workloadFactory,
				1158	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1159	bool transposeWeights);
				1160
				1161	LayerTestResult<float, 4> SimplePermuteFloat32Test(
				1162	armnn::IWorkloadFactory& workloadFactory,
				1163	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1164
				1165	LayerTestResult<uint8_t, 4> SimplePermuteUint8Test(
				1166	armnn::IWorkloadFactory& workloadFactory,
				1167	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1168
				1169	LayerTestResult<uint8_t, 2> PadUint82dTest(
				1170	armnn::IWorkloadFactory& workloadFactory,
				1171	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1172
				1173	LayerTestResult<uint8_t, 3> PadUint83dTest(
				1174	armnn::IWorkloadFactory& workloadFactory,
				1175	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1176
				1177	LayerTestResult<uint8_t, 4> PadUint84dTest(
				1178	armnn::IWorkloadFactory& workloadFactory,
				1179	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1180
				1181	LayerTestResult<float, 2> PadFloat322dTest(
				1182	armnn::IWorkloadFactory& workloadFactory,
				1183	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1184
				1185	LayerTestResult<float, 3> PadFloat323dTest(
				1186	armnn::IWorkloadFactory& workloadFactory,
				1187	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1188
				1189	LayerTestResult<float, 4> PadFloat324dTest(
				1190	armnn::IWorkloadFactory& workloadFactory,
				1191	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1192
				1193	LayerTestResult<float, 4> PermuteFloat32ValueSet1Test(
				1194	armnn::IWorkloadFactory& workloadFactory,
				1195	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1196
				1197	LayerTestResult<float, 4> PermuteFloat32ValueSet2Test(
				1198	armnn::IWorkloadFactory& workloadFactory,
				1199	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1200
				1201	LayerTestResult<float, 4> PermuteFloat32ValueSet3Test(
				1202	armnn::IWorkloadFactory& workloadFactory,
				1203	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1204
				1205	LayerTestResult<float, 2> LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest(
				1206	armnn::IWorkloadFactory& workloadFactory,
				1207	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1208
				1209	LayerTestResult<float, 2> LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(
				1210	armnn::IWorkloadFactory& workloadFactory,
				1211	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1212
				1213	LayerTestResult<float, 2> LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(
				1214	armnn::IWorkloadFactory& workloadFactory,
				1215	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1216
Conor Kennedy	b9971c9	2019-05-07 07:14:23 +0100	[diff] [blame]	1217	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionTest(
				1218	armnn::IWorkloadFactory& workloadFactory,
				1219	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1220
				1221	LayerTestResult<int16_t, 2> LstmLayerInt16WithCifgWithPeepholeNoProjectionTest(
				1222	armnn::IWorkloadFactory& workloadFactory,
				1223	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1224
				1225	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgWithPeepholeWithProjectionTest(
				1226	armnn::IWorkloadFactory& workloadFactory,
				1227	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1228
				1229	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest(
				1230	armnn::IWorkloadFactory& workloadFactory,
				1231	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1232
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1233	LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test(
				1234	armnn::IWorkloadFactory& workloadFactory,
				1235	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1236
				1237	LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test(
				1238	armnn::IWorkloadFactory& workloadFactory,
				1239	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1240
Éanna Ó Catháin	de70558	2018-12-03 13:04:22 +0000	[diff] [blame]	1241	LayerTestResult<float, 4> MaximumSimpleTest(
				1242	armnn::IWorkloadFactory& workloadFactory,
				1243	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1244
				1245	LayerTestResult<float, 4> MaximumBroadcast1ElementTest(
				1246	armnn::IWorkloadFactory& workloadFactory,
				1247	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1248
				1249	LayerTestResult<float, 4> MaximumBroadcast1DVectorTest(
				1250	armnn::IWorkloadFactory& workloadFactory,
				1251	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1252
				1253	LayerTestResult<uint8_t , 4> MaximumUint8Test(
				1254	armnn::IWorkloadFactory& workloadFactory,
				1255	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1256
				1257	LayerTestResult<uint8_t, 4> MaximumBroadcast1ElementUint8Test(
				1258	armnn::IWorkloadFactory& workloadFactory,
				1259	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1260
				1261	LayerTestResult<uint8_t, 4> MaximumBroadcast1DVectorUint8Test(
				1262	armnn::IWorkloadFactory& workloadFactory,
				1263	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1264
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1265	LayerTestResult<int16_t , 4> MaximumInt16Test(
				1266	armnn::IWorkloadFactory& workloadFactory,
				1267	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1268
				1269	LayerTestResult<int16_t, 4> MaximumBroadcast1ElementInt16Test(
				1270	armnn::IWorkloadFactory& workloadFactory,
				1271	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1272
				1273	LayerTestResult<int16_t, 4> MaximumBroadcast1DVectorInt16Test(
				1274	armnn::IWorkloadFactory& workloadFactory,
				1275	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1276
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1277	LayerTestResult<uint8_t, 1> MeanUint8SimpleTest(
				1278	armnn::IWorkloadFactory& workloadFactory,
				1279	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1280
				1281	LayerTestResult<uint8_t, 3> MeanUint8SimpleAxisTest(
				1282	armnn::IWorkloadFactory& workloadFactory,
				1283	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1284
				1285	LayerTestResult<uint8_t, 4> MeanUint8KeepDimsTest(
				1286	armnn::IWorkloadFactory& workloadFactory,
				1287	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1288
				1289	LayerTestResult<uint8_t, 4> MeanUint8MultipleDimsTest(
				1290	armnn::IWorkloadFactory& workloadFactory,
				1291	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1292
				1293	LayerTestResult<uint8_t, 1> MeanVtsUint8Test(
				1294	armnn::IWorkloadFactory& workloadFactory,
				1295	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1296
				1297	LayerTestResult<float, 1> MeanFloatSimpleTest(
				1298	armnn::IWorkloadFactory& workloadFactory,
				1299	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1300
				1301	LayerTestResult<float, 3> MeanFloatSimpleAxisTest(
				1302	armnn::IWorkloadFactory& workloadFactory,
				1303	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1304
				1305	LayerTestResult<float, 4> MeanFloatKeepDimsTest(
				1306	armnn::IWorkloadFactory& workloadFactory,
				1307	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1308
				1309	LayerTestResult<float, 4> MeanFloatMultipleDimsTest(
				1310	armnn::IWorkloadFactory& workloadFactory,
				1311	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1312
				1313	LayerTestResult<float, 1> MeanVtsFloat1Test(
				1314	armnn::IWorkloadFactory& workloadFactory,
				1315	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1316
				1317	LayerTestResult<float, 3> MeanVtsFloat2Test(
				1318	armnn::IWorkloadFactory& workloadFactory,
				1319	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1320
				1321	LayerTestResult<float, 3> MeanVtsFloat3Test(
				1322	armnn::IWorkloadFactory& workloadFactory,
				1323	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1324
Éanna Ó Catháin	20e5880	2018-12-04 10:29:06 +0000	[diff] [blame]	1325	LayerTestResult<float, 4> MinimumBroadcast1ElementTest1(
				1326	armnn::IWorkloadFactory& workloadFactory,
				1327	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1328
				1329	LayerTestResult<float, 4> MinimumBroadcast1ElementTest2(
				1330	armnn::IWorkloadFactory& workloadFactory,
				1331	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1332
				1333	LayerTestResult<uint8_t, 4> MinimumBroadcast1DVectorUint8Test(
				1334	armnn::IWorkloadFactory & workloadFactory,
				1335	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1336
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1337	LayerTestResult<int16_t , 4> MinimumInt16Test(
				1338	armnn::IWorkloadFactory& workloadFactory,
				1339	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1340
				1341	LayerTestResult<int16_t, 4> MinimumBroadcast1ElementInt16Test(
				1342	armnn::IWorkloadFactory& workloadFactory,
				1343	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1344
				1345	LayerTestResult<int16_t, 4> MinimumBroadcast1DVectorInt16Test(
				1346	armnn::IWorkloadFactory& workloadFactory,
				1347	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1348
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1349	LayerTestResult<float, 4> AdditionAfterMaxPoolTest(
				1350	armnn::IWorkloadFactory& workloadFactory,
				1351	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1352
				1353	LayerTestResult<float, 4> SpaceToBatchNdSimpleFloat32Test(
				1354	armnn::IWorkloadFactory& workloadFactory,
				1355	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1356
				1357	LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsFloat32Test(
				1358	armnn::IWorkloadFactory& workloadFactory,
				1359	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1360
				1361	LayerTestResult<float, 4> SpaceToBatchNdMultiBlockFloat32Test(
				1362	armnn::IWorkloadFactory& workloadFactory,
				1363	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1364
				1365	LayerTestResult<float, 4> SpaceToBatchNdPaddingFloat32Test(
				1366	armnn::IWorkloadFactory& workloadFactory,
				1367	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1368
				1369	LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleUint8Test(
				1370	armnn::IWorkloadFactory& workloadFactory,
				1371	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1372
				1373	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsUint8Test(
				1374	armnn::IWorkloadFactory& workloadFactory,
				1375	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1376
				1377	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockUint8Test(
				1378	armnn::IWorkloadFactory& workloadFactory,
				1379	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1380
				1381	LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingUint8Test(
				1382	armnn::IWorkloadFactory& workloadFactory,
				1383	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1384
				1385	LayerTestResult<float, 4> SpaceToBatchNdSimpleNHWCFloat32Test(
				1386	armnn::IWorkloadFactory& workloadFactory,
				1387	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1388
				1389	LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsNHWCFloat32Test(
				1390	armnn::IWorkloadFactory& workloadFactory,
				1391	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1392
				1393	LayerTestResult<float, 4> SpaceToBatchNdMultiBlockNHWCFloat32Test(
				1394	armnn::IWorkloadFactory& workloadFactory,
				1395	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1396
				1397	LayerTestResult<float, 4> SpaceToBatchNdPaddingNHWCFloat32Test(
				1398	armnn::IWorkloadFactory& workloadFactory,
				1399	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1400
				1401	LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleNHWCUint8Test(
				1402	armnn::IWorkloadFactory& workloadFactory,
				1403	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1404
				1405	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsNHWCUint8Test(
				1406	armnn::IWorkloadFactory& workloadFactory,
				1407	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1408
				1409	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockNHWCUint8Test(
				1410	armnn::IWorkloadFactory& workloadFactory,
				1411	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1412
				1413	LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingNHWCUint8Test(
				1414	armnn::IWorkloadFactory& workloadFactory,
				1415	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1416
nikraj01	120522a	2019-05-31 11:33:07 +0100	[diff] [blame]	1417	LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleUint16Test(
				1418	armnn::IWorkloadFactory& workloadFactory,
				1419	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1420
				1421	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsUint16Test(
				1422	armnn::IWorkloadFactory& workloadFactory,
				1423	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1424
				1425	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockUint16Test(
				1426	armnn::IWorkloadFactory& workloadFactory,
				1427	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1428
				1429	LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingUint16Test(
				1430	armnn::IWorkloadFactory& workloadFactory,
				1431	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1432
				1433	LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleNHWCUint16Test(
				1434	armnn::IWorkloadFactory& workloadFactory,
				1435	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1436
				1437	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsNHWCUint16Test(
				1438	armnn::IWorkloadFactory& workloadFactory,
				1439	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1440
				1441	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockNHWCUint16Test(
				1442	armnn::IWorkloadFactory& workloadFactory,
				1443	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1444
				1445	LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingNHWCUint16Test(
				1446	armnn::IWorkloadFactory& workloadFactory,
				1447	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1448
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1449	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test1(
				1450	armnn::IWorkloadFactory& workloadFactory,
				1451	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1452
				1453	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test2(
				1454	armnn::IWorkloadFactory& workloadFactory,
				1455	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1456
				1457	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test3(
				1458	armnn::IWorkloadFactory& workloadFactory,
				1459	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1460
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1461	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test4(
				1462	armnn::IWorkloadFactory& workloadFactory,
				1463	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1464
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1465	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test1(
				1466	armnn::IWorkloadFactory &workloadFactory,
				1467	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1468
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1469	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1470	armnn::IWorkloadFactory &workloadFactory,
				1471	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1472
				1473	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test3(
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
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1477	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest1(
				1478	armnn::IWorkloadFactory &workloadFactory,
				1479	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1480
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1481	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest2(
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> BatchToSpaceNdNhwcUintTest3(
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> BatchToSpaceNdNchwUintTest1(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1490	armnn::IWorkloadFactory &workloadFactory,
				1491	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1492
				1493	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1494	armnn::IWorkloadFactory &workloadFactory,
				1495	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1496
				1497	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1498	armnn::IWorkloadFactory &workloadFactory,
				1499	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1500
				1501	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest4(
				1502	armnn::IWorkloadFactory &workloadFactory,
				1503	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1504
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1505	LayerTestResult<float, 4> StridedSlice4DFloat32Test(
				1506	armnn::IWorkloadFactory& workloadFactory,
				1507	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1508
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1509	LayerTestResult<float, 4> StridedSlice4DReverseFloat32Test(
				1510	armnn::IWorkloadFactory& workloadFactory,
				1511	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1512
				1513	LayerTestResult<float, 4> StridedSliceSimpleStrideFloat32Test(
				1514	armnn::IWorkloadFactory& workloadFactory,
				1515	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1516
				1517	LayerTestResult<float, 4> StridedSliceSimpleRangeMaskFloat32Test(
				1518	armnn::IWorkloadFactory& workloadFactory,
				1519	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1520
				1521	LayerTestResult<float, 2> StridedSliceShrinkAxisMaskFloat32Test(
				1522	armnn::IWorkloadFactory& workloadFactory,
				1523	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1524
				1525	LayerTestResult<float, 3> StridedSlice3DFloat32Test(
				1526	armnn::IWorkloadFactory& workloadFactory,
				1527	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1528
				1529	LayerTestResult<float, 3> StridedSlice3DReverseFloat32Test(
				1530	armnn::IWorkloadFactory& workloadFactory,
				1531	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1532
				1533	LayerTestResult<float, 2> StridedSlice2DFloat32Test(
				1534	armnn::IWorkloadFactory& workloadFactory,
				1535	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1536
				1537	LayerTestResult<float, 2> StridedSlice2DReverseFloat32Test(
				1538	armnn::IWorkloadFactory& workloadFactory,
				1539	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1540
				1541	LayerTestResult<uint8_t, 4> StridedSlice4DUint8Test(
				1542	armnn::IWorkloadFactory& workloadFactory,
				1543	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1544
				1545	LayerTestResult<uint8_t, 4> StridedSlice4DReverseUint8Test(
				1546	armnn::IWorkloadFactory& workloadFactory,
				1547	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1548
				1549	LayerTestResult<uint8_t, 4> StridedSliceSimpleStrideUint8Test(
				1550	armnn::IWorkloadFactory& workloadFactory,
				1551	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1552
				1553	LayerTestResult<uint8_t, 4> StridedSliceSimpleRangeMaskUint8Test(
				1554	armnn::IWorkloadFactory& workloadFactory,
				1555	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1556
				1557	LayerTestResult<uint8_t, 2> StridedSliceShrinkAxisMaskUint8Test(
				1558	armnn::IWorkloadFactory& workloadFactory,
				1559	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1560
				1561	LayerTestResult<uint8_t, 3> StridedSlice3DUint8Test(
				1562	armnn::IWorkloadFactory& workloadFactory,
				1563	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1564
				1565	LayerTestResult<uint8_t, 3> StridedSlice3DReverseUint8Test(
				1566	armnn::IWorkloadFactory& workloadFactory,
				1567	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1568
				1569	LayerTestResult<uint8_t, 2> StridedSlice2DUint8Test(
				1570	armnn::IWorkloadFactory& workloadFactory,
				1571	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1572
				1573	LayerTestResult<uint8_t, 2> StridedSlice2DReverseUint8Test(
				1574	armnn::IWorkloadFactory& workloadFactory,
				1575	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1576
Matteo Martincigh	42666a1	2019-05-29 08:53:41 +0100	[diff] [blame]	1577	LayerTestResult<int16_t, 4> StridedSlice4DInt16Test(
				1578	armnn::IWorkloadFactory& workloadFactory,
				1579	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1580
				1581	LayerTestResult<int16_t, 4> StridedSlice4DReverseInt16Test(
				1582	armnn::IWorkloadFactory& workloadFactory,
				1583	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1584
				1585	LayerTestResult<int16_t, 4> StridedSliceSimpleStrideInt16Test(
				1586	armnn::IWorkloadFactory& workloadFactory,
				1587	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1588
				1589	LayerTestResult<int16_t, 4> StridedSliceSimpleRangeMaskInt16Test(
				1590	armnn::IWorkloadFactory& workloadFactory,
				1591	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1592
				1593	LayerTestResult<int16_t, 2> StridedSliceShrinkAxisMaskInt16Test(
				1594	armnn::IWorkloadFactory& workloadFactory,
				1595	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1596
				1597	LayerTestResult<int16_t, 3> StridedSlice3DInt16Test(
				1598	armnn::IWorkloadFactory& workloadFactory,
				1599	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1600
				1601	LayerTestResult<int16_t, 3> StridedSlice3DReverseInt16Test(
				1602	armnn::IWorkloadFactory& workloadFactory,
				1603	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1604
				1605	LayerTestResult<int16_t, 2> StridedSlice2DInt16Test(
				1606	armnn::IWorkloadFactory& workloadFactory,
				1607	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1608
				1609	LayerTestResult<int16_t, 2> StridedSlice2DReverseInt16Test(
				1610	armnn::IWorkloadFactory& workloadFactory,
				1611	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1612
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1613	LayerTestResult<float, 4> Debug4DFloat32Test(
				1614	armnn::IWorkloadFactory& workloadFactory,
				1615	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1616
				1617	LayerTestResult<float, 3> Debug3DFloat32Test(
				1618	armnn::IWorkloadFactory& workloadFactory,
				1619	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1620
				1621	LayerTestResult<float, 2> Debug2DFloat32Test(
				1622	armnn::IWorkloadFactory& workloadFactory,
				1623	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1624
				1625	LayerTestResult<float, 1> Debug1DFloat32Test(
				1626	armnn::IWorkloadFactory& workloadFactory,
				1627	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1628
				1629	LayerTestResult<uint8_t, 4> Debug4DUint8Test(
				1630	armnn::IWorkloadFactory& workloadFactory,
				1631	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1632
				1633	LayerTestResult<uint8_t, 3> Debug3DUint8Test(
				1634	armnn::IWorkloadFactory& workloadFactory,
				1635	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1636
				1637	LayerTestResult<uint8_t, 2> Debug2DUint8Test(
				1638	armnn::IWorkloadFactory& workloadFactory,
				1639	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1640
				1641	LayerTestResult<uint8_t, 1> Debug1DUint8Test(
				1642	armnn::IWorkloadFactory& workloadFactory,
				1643	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Matteo Martincigh	4912402	2019-01-11 13:25:59 +0000	[diff] [blame]	1644
				1645	LayerTestResult<uint8_t, 4> PreCompiledConvolution2dTest(
				1646	armnn::IWorkloadFactory& workloadFactory,
				1647	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1648
				1649	LayerTestResult<uint8_t, 4> PreCompiledConvolution2dStride2x2Test(
				1650	armnn::IWorkloadFactory& workloadFactory,
				1651	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1652
				1653	LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dTest(
				1654	armnn::IWorkloadFactory & workloadFactory,
				1655	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1656
				1657	LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dStride2x2Test(
				1658	armnn::IWorkloadFactory & workloadFactory,
				1659	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1660
				1661	LayerTestResult<uint8_t, 4> PreCompiledMaxPooling2dTest(
				1662	armnn::IWorkloadFactory& workloadFactory,
				1663	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1664
				1665	LayerTestResult<float, 4> Debug4DFloat32Test(
				1666	armnn::IWorkloadFactory& workloadFactory,
				1667	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1668
				1669	LayerTestResult<float, 3> Debug3DFloat32Test(
				1670	armnn::IWorkloadFactory& workloadFactory,
				1671	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1672
				1673	LayerTestResult<float, 2> Debug2DFloat32Test(
				1674	armnn::IWorkloadFactory& workloadFactory,
				1675	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1676
				1677	LayerTestResult<float, 1> Debug1DFloat32Test(
				1678	armnn::IWorkloadFactory& workloadFactory,
				1679	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1680
				1681	LayerTestResult<uint8_t, 4> Debug4DUint8Test(
				1682	armnn::IWorkloadFactory& workloadFactory,
				1683	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1684
				1685	LayerTestResult<uint8_t, 3> Debug3DUint8Test(
				1686	armnn::IWorkloadFactory& workloadFactory,
				1687	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1688
				1689	LayerTestResult<uint8_t, 2> Debug2DUint8Test(
				1690	armnn::IWorkloadFactory& workloadFactory,
				1691	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1692
				1693	LayerTestResult<uint8_t, 1> Debug1DUint8Test(
				1694	armnn::IWorkloadFactory& workloadFactory,
				1695	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
narpra01	4951d84	2019-01-18 16:53:53 +0000	[diff] [blame]	1696
				1697	LayerTestResult<float, 1> Gather1DParamsFloatTest(
				1698	armnn::IWorkloadFactory& workloadFactory,
				1699	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1700
				1701	LayerTestResult<uint8_t, 1> Gather1DParamsUint8Test(
				1702	armnn::IWorkloadFactory& workloadFactory,
				1703	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1704
				1705	LayerTestResult<float, 2> GatherMultiDimParamsFloatTest(
				1706	armnn::IWorkloadFactory& workloadFactory,
				1707	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1708
				1709	LayerTestResult<uint8_t, 2> GatherMultiDimParamsUint8Test(
				1710	armnn::IWorkloadFactory& workloadFactory,
				1711	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1712
				1713	LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesFloatTest(
				1714	armnn::IWorkloadFactory& workloadFactory,
				1715	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1716
				1717	LayerTestResult<uint8_t, 4> GatherMultiDimParamsMultiDimIndicesUint8Test(
				1718	armnn::IWorkloadFactory& workloadFactory,
				1719	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	8a54ac0	2019-03-29 15:25:04 +0000	[diff] [blame]	1720
Nattapat Chaimanowong	afa4e3a	2019-04-02 11:41:45 +0100	[diff] [blame]	1721	LayerTestResult<float, 4> DequantizeSimpleUint8Test(
				1722	armnn::IWorkloadFactory& workloadFactory,
				1723	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1724
				1725	LayerTestResult<float, 4> DequantizeOffsetUint8Test(
				1726	armnn::IWorkloadFactory& workloadFactory,
				1727	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1728
				1729	LayerTestResult<float, 4> DequantizeSimpleInt16Test(
Nattapat Chaimanowong	8a54ac0	2019-03-29 15:25:04 +0000	[diff] [blame]	1730	armnn::IWorkloadFactory& workloadFactory,
				1731	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	a0beb3b	2019-04-01 17:04:53 +0100	[diff] [blame]	1732
				1733	LayerTestResult<uint8_t, 4> QuantizeSimpleUint8Test(
				1734	armnn::IWorkloadFactory& workloadFactory,
				1735	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1736
				1737	LayerTestResult<uint8_t, 4> QuantizeClampUint8Test(
				1738	armnn::IWorkloadFactory& workloadFactory,
				1739	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1740
				1741	LayerTestResult<int16_t, 4> QuantizeClampInt16Test(
				1742	armnn::IWorkloadFactory& workloadFactory,
				1743	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	1744
				1745	template<typename T, typename B>
				1746	LayerTestResult<T, 2> SimpleFullyConnectedTestImpl(
				1747	armnn::IWorkloadFactory& workloadFactory,
				1748	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1749	armnn::TensorInfo inputTensorInfo,
				1750	armnn::TensorInfo outputTensorInfo,
				1751	armnn::TensorInfo weightsDesc,
				1752	armnn::TensorInfo biasesDesc,
				1753	boost::multi_array<T, 2>& weights,
				1754	boost::multi_array<B, 1>& bias,
				1755	boost::multi_array<T, 4>& input,
				1756	bool biasEnabled,
				1757	bool transposeWeights)
				1758	{
				1759	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1760	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1761
				1762	armnn::FullyConnectedQueueDescriptor data;
				1763	armnn::WorkloadInfo info;
				1764	armnn::ScopedCpuTensorHandle weightsTensor(weightsDesc);
				1765	armnn::ScopedCpuTensorHandle biasTensor(biasesDesc);
				1766
				1767	AllocateAndCopyDataToITensorHandle(&weightsTensor, &weights[0][0]);
				1768	AllocateAndCopyDataToITensorHandle(&biasTensor, &bias[0]);
				1769
				1770	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				1771	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				1772	data.m_Weight = &weightsTensor;
				1773	data.m_Bias = &biasTensor;
				1774	data.m_Parameters.m_BiasEnabled = biasEnabled;
				1775	data.m_Parameters.m_TransposeWeightMatrix = transposeWeights;
				1776
				1777	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFullyConnected(data, info);
				1778	LayerTestResult<T, 2> result(outputTensorInfo);
				1779
				1780	inputHandle->Allocate();
				1781	outputHandle->Allocate();
				1782	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				1783
				1784	ExecuteWorkload(*workload, memoryManager);
				1785
				1786	CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get());
				1787
				1788	return result;
				1789	}
				1790
				1791	template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				1792	std::vector<T> ConvertToDataType(const std::vector<float>& input,
				1793	const armnn::TensorInfo& inputTensorInfo)
				1794	{
				1795	std::vector<T> output(input.size());
				1796	auto outputTensorInfo = inputTensorInfo;
				1797	outputTensorInfo.SetDataType(ArmnnType);
				1798
				1799	std::unique_ptr<armnn::Encoder<float>> pOutputEncoder = armnn::MakeEncoder<float>(outputTensorInfo, output.data());
				1800	armnn::Encoder<float>& rOutputEncoder = *pOutputEncoder;
				1801
				1802	for (auto it = input.begin(); it != input.end(); ++it)
				1803	{
				1804	rOutputEncoder.Set(*it);
				1805	++rOutputEncoder;
				1806	}
				1807	return output;
				1808	}
				1809
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1810	template<typename T>
				1811	LayerTestResult<T, 4> SimpleReshapeTestImpl(
				1812	armnn::IWorkloadFactory& workloadFactory,
				1813	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1814	armnn::TensorInfo inputTensorInfo,
				1815	armnn::TensorInfo outputTensorInfo,
				1816	const std::vector<T>& inputData,
				1817	const std::vector<T>& outputExpectedData)
				1818	{
				1819	auto input = MakeTensor<T, 4>(inputTensorInfo, inputData);
				1820
				1821	LayerTestResult<T, 4> ret(outputTensorInfo);
				1822	ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, outputExpectedData);
				1823
				1824	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1825	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1826
				1827	armnn::ReshapeQueueDescriptor data;
				1828	armnn::WorkloadInfo info;
				1829	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				1830	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				1831
				1832	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateReshape(data, info);
				1833
				1834	inputHandle->Allocate();
				1835	outputHandle->Allocate();
				1836
				1837	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				1838
				1839	workload->Execute();
				1840
				1841	CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
				1842
				1843	return ret;
				1844	}
				1845
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	1846	template<armnn::DataType ArmnnType, typename T>
				1847	LayerTestResult<T, 2> FullyConnectedTest(
				1848	armnn::IWorkloadFactory& workloadFactory,
				1849	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1850	bool biasEnabled)
				1851	{
				1852	constexpr static unsigned int inputWidth = 3u;
				1853	constexpr static unsigned int inputHeight = 2u;
				1854	constexpr static unsigned int inputChannels = 1u;
				1855
				1856	constexpr static unsigned int inputSize = inputWidth * inputHeight * inputChannels;
				1857
				1858	constexpr static unsigned int outputChannels = 2u;
				1859
				1860	armnn::TensorInfo inputTensorInfo({ 1, inputChannels, inputHeight, inputWidth }, ArmnnType);
				1861	inputTensorInfo.SetQuantizationScale(0.1f);
				1862	inputTensorInfo.SetQuantizationOffset(63);
				1863
				1864	armnn::TensorInfo outputTensorInfo({ 1, outputChannels }, ArmnnType);
				1865	outputTensorInfo.SetQuantizationScale(5.f);
				1866	outputTensorInfo.SetQuantizationOffset(biasEnabled ? -50 : 10);
				1867
				1868	armnn::TensorInfo weightsDesc({ outputChannels, inputSize }, ArmnnType);
				1869	weightsDesc.SetQuantizationScale(0.2f);
				1870	weightsDesc.SetQuantizationOffset(93);
				1871
				1872	armnn::TensorInfo biasesDesc({ outputChannels }, GetBiasTypeFromWeightsType(weightsDesc.GetDataType()).value());
				1873	biasesDesc.SetQuantizationScale(inputTensorInfo.GetQuantizationScale() * weightsDesc.GetQuantizationScale());
				1874	biasesDesc.SetQuantizationOffset(0);
				1875
				1876	LayerTestResult<T, 2> result(outputTensorInfo);
				1877
				1878	auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
				1879	{
				1880	-1.2f, 6.1f, -3.5f,
				1881	18.8f, -5.5f, 2.9f
				1882	},
				1883	inputTensorInfo));
				1884
				1885	auto weights = MakeTensor<T, 2>(weightsDesc, ConvertToDataType<ArmnnType>(
				1886	{
				1887	-8.4f, 20.0f, -10.4f, -8, 16.4f, -11.8f,
				1888	23.4f, 10.4f, -14.0f, -3.8f, -11.8f, 11.4f
				1889	},
				1890	weightsDesc));
				1891
				1892	auto bias = MakeTensor<int32_t, 1>(biasesDesc, std::vector<int32_t>{9250, 67500});
				1893
				1894	result = SimpleFullyConnectedTestImpl<T>(
				1895	workloadFactory,
				1896	memoryManager,
				1897	inputTensorInfo, outputTensorInfo,
				1898	weightsDesc, biasesDesc,
				1899	weights, bias, input,
				1900	biasEnabled, true
				1901	);
				1902
				1903	if (biasEnabled)
				1904	{
				1905	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo,
				1906	ConvertToDataType<ArmnnType>({80.f, 1460.f}, outputTensorInfo));
				1907	}
				1908	else
				1909	{
				1910	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo,
				1911	ConvertToDataType<ArmnnType>({-107.04f, 110.f}, outputTensorInfo));
				1912	}
				1913
				1914	return result;
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1915	}
				1916
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1917	template<armnn::DataType ArmnnType, typename T>
				1918	LayerTestResult<T, 4> SimpleReshapeTest(
				1919	armnn::IWorkloadFactory& workloadFactory,
				1920	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1921	{
				1922	armnn::TensorInfo inputTensorInfo;
				1923	armnn::TensorInfo outputTensorInfo;
				1924
				1925	unsigned int inputShape[] = { 2, 2, 3, 3 };
				1926	unsigned int outputShape[] = { 2, 2, 9, 1 };
				1927
				1928	inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType);
				1929	inputTensorInfo.SetQuantizationScale(1.0f);
				1930	outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType);
				1931	outputTensorInfo.SetQuantizationScale(1.0f);
				1932
				1933	auto input = ConvertToDataType<ArmnnType>(
				1934	{
				1935	0.0f, 1.0f, 2.0f,
				1936	3.0f, 4.0f, 5.0f,
				1937	6.0f, 7.0f, 8.0f,
				1938
				1939	9.0f, 10.0f, 11.0f,
				1940	12.0f, 13.0f, 14.0f,
				1941	15.0f, 16.0f, 17.0f,
				1942
				1943	18.0f, 19.0f, 20.0f,
				1944	21.0f, 22.0f, 23.0f,
				1945	24.0f, 25.0f, 26.0f,
				1946
				1947	27.0f, 28.0f, 29.0f,
				1948	30.0f, 31.0f, 32.0f,
				1949	33.0f, 34.0f, 35.0f,
				1950	},
				1951	inputTensorInfo);
				1952
				1953	auto outputExpected = ConvertToDataType<ArmnnType>(
				1954	{
				1955	0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f,
				1956
				1957	9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f,
				1958
				1959	18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f,
				1960
				1961	27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f, 33.0f, 34.0f, 35.0f,
				1962	},
				1963	outputTensorInfo);
				1964
				1965	return SimpleReshapeTestImpl<T>(
				1966	workloadFactory, memoryManager, inputTensorInfo, outputTensorInfo, input, outputExpected);
Matteo Martincigh	42666a1	2019-05-29 08:53:41 +0100	[diff] [blame]	1967	}
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	1968
				1969	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				1970	LayerTestResult<T, 4> SimpleFloorTest(
				1971	armnn::IWorkloadFactory& workloadFactory,
				1972	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1973	{
James Conroy	b40d710	2019-06-04 12:32:09 +0100	[diff] [blame]	1974	armnn::TensorInfo inputTensorInfo({1, 3, 2, 3}, ArmnnType);
				1975	inputTensorInfo.SetQuantizationScale(0.1f);
				1976
				1977	armnn::TensorInfo outputTensorInfo(inputTensorInfo);
				1978	outputTensorInfo.SetQuantizationScale(0.1f);
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	1979
				1980	auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
				1981	{ -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f, -0.5f, -0.4f, 0.0f,
				1982	1.0f, 0.4f, 0.5f, 1.3f, 1.5f, 2.0f, 8.76f, 15.2f, 37.5f },
				1983	inputTensorInfo));
				1984
				1985	LayerTestResult<T, 4> ret(outputTensorInfo);
				1986	ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, ConvertToDataType<ArmnnType>(
				1987	{ -38.0f, -16.0f, -9.0f, -2.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f,
				1988	1.0f, 0.0f, 0.0f, 1.0f, 1.0f, 2.0f, 8.0f, 15.0f, 37.0f },
				1989	outputTensorInfo));
				1990
				1991	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1992	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1993
				1994	armnn::FloorQueueDescriptor data;
				1995	armnn::WorkloadInfo info;
				1996	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				1997	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				1998
				1999	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFloor(data, info);
				2000
				2001	inputHandle->Allocate();
				2002	outputHandle->Allocate();
				2003
				2004	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				2005
				2006	workload->Execute();
				2007
				2008	CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
				2009
				2010	return ret;
Matteo Martincigh	f550713	2019-06-04 10:59:47 +0100	[diff] [blame^]	2011	}