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
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	735	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				736	LayerTestResult<T, 2> Rsqrt2dTestCommon(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	737	armnn::IWorkloadFactory& workloadFactory,
				738	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				739	const armnn::TensorInfo inputTensorInfo,
				740	const armnn::TensorInfo outputTensorInfo,
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	741	std::vector<T> inputValues,
				742	std::vector<T> expectedOutputValues);
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	743
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	744	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				745	LayerTestResult<T, 2> Rsqrt2dTest(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	746	armnn::IWorkloadFactory& workloadFactory,
				747	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				748
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	749	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				750	LayerTestResult<T, 3> Rsqrt3dTest(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	751	armnn::IWorkloadFactory& workloadFactory,
				752	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				753
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	754	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				755	LayerTestResult<T, 2> RsqrtZeroTest(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	756	armnn::IWorkloadFactory& workloadFactory,
				757	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				758
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	759	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				760	LayerTestResult<T, 2> RsqrtNegativeTest(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	761	armnn::IWorkloadFactory& workloadFactory,
				762	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				763
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	764	LayerTestResult<float, 4> BatchNormTest(
				765	armnn::IWorkloadFactory& workloadFactory,
				766	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				767
				768	LayerTestResult<float, 4> BatchNormNhwcTest(
				769	armnn::IWorkloadFactory& workloadFactory,
				770	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				771
				772	LayerTestResult<float, 2> FakeQuantizationTest(
				773	armnn::IWorkloadFactory& workloadFactory,
				774	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				775
				776	LayerTestResult<float, 4> L2Normalization1dTest(
				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> L2Normalization2dTest(
				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> L2Normalization3dTest(
				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> L2Normalization4dTest(
				792	armnn::IWorkloadFactory& workloadFactory,
				793	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	794	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	795
				796	LayerTestResult<float, 4> ConstantTest(
				797	armnn::IWorkloadFactory& workloadFactory,
				798	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				799
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	800	LayerTestResult<uint8_t, 4> ConstantUint8SimpleQuantizationScaleNoOffsetTest(
				801	armnn::IWorkloadFactory& workloadFactory,
				802	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				803
				804	LayerTestResult<int16_t, 4> ConstantInt16SimpleQuantizationScaleNoOffsetTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	805	armnn::IWorkloadFactory& workloadFactory,
				806	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				807
				808	LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(
				809	armnn::IWorkloadFactory& workloadFactory,
				810	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				811	float upperBound);
				812
				813	LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(
				814	armnn::IWorkloadFactory& workloadFactory,
				815	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				816	float upperBound,
				817	float lowerBound);
				818
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	819	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				820	LayerTestResult<T, 2> FullyConnectedTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	821	armnn::IWorkloadFactory& workloadFactory,
				822	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				823	bool biasEnabled);
				824
				825	std::vector<LayerTestResult<uint8_t, 3>> SplitterUint8Test(
				826	armnn::IWorkloadFactory& workloadFactory,
				827	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				828
Ruomei Yan	25339c3	2019-05-28 16:48:20 +0100	[diff] [blame]	829	std::vector<LayerTestResult<int16_t, 3>> SplitterInt16Test(
				830	armnn::IWorkloadFactory& workloadFactory,
				831	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				832
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	833	LayerTestResult<uint8_t, 3> CopyViaSplitterUint8Test(
				834	armnn::IWorkloadFactory& workloadFactory,
				835	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				836
Ruomei Yan	25339c3	2019-05-28 16:48:20 +0100	[diff] [blame]	837	LayerTestResult<int16_t, 3> CopyViaSplitterInt16Test(
				838	armnn::IWorkloadFactory& workloadFactory,
				839	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				840
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	841	LayerTestResult<uint8_t, 3> ConcatUint8Test(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	842	armnn::IWorkloadFactory& workloadFactory,
				843	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				844
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	845	LayerTestResult<uint16_t, 3> ConcatUint16Test(
Jim Flynn	cbb66aa	2019-05-15 13:03:54 +0100	[diff] [blame]	846	armnn::IWorkloadFactory& workloadFactory,
				847	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				848
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	849	LayerTestResult<uint8_t, 3> ConcatUint8DifferentQParamsTest(
Jim Flynn	cbb66aa	2019-05-15 13:03:54 +0100	[diff] [blame]	850	armnn::IWorkloadFactory& workloadFactory,
				851	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Ferran Balaguer	b284565	2019-02-27 09:42:06 +0000	[diff] [blame]	852
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	853	LayerTestResult<uint8_t, 4> AdditionUint8Test(
				854	armnn::IWorkloadFactory& workloadFactory,
				855	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				856
				857	LayerTestResult<uint8_t, 4> AdditionBroadcast1ElementUint8Test(
				858	armnn::IWorkloadFactory& workloadFactory,
				859	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				860
				861	LayerTestResult<uint8_t, 4> AdditionBroadcastUint8Test(
				862	armnn::IWorkloadFactory& workloadFactory,
				863	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				864
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	865	LayerTestResult<int16_t, 4> AdditionInt16Test(
				866	armnn::IWorkloadFactory& workloadFactory,
				867	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				868
				869	LayerTestResult<int16_t, 4> AdditionBroadcastInt16Test(
				870	armnn::IWorkloadFactory& workloadFactory,
				871	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				872
				873	LayerTestResult<int16_t, 4> AdditionBroadcast1ElementInt16Test(
				874	armnn::IWorkloadFactory& workloadFactory,
				875	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				876
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	877	LayerTestResult<uint8_t, 4> SubtractionUint8Test(
				878	armnn::IWorkloadFactory& workloadFactory,
				879	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				880
				881	LayerTestResult<uint8_t, 4> SubtractionBroadcast1ElementUint8Test(
				882	armnn::IWorkloadFactory& workloadFactory,
				883	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				884
				885	LayerTestResult<uint8_t, 4> SubtractionBroadcastUint8Test(
				886	armnn::IWorkloadFactory& workloadFactory,
				887	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				888
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	889	LayerTestResult<int16_t, 4> SubtractionInt16Test(
				890	armnn::IWorkloadFactory& workloadFactory,
				891	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				892
				893	LayerTestResult<int16_t, 4> SubtractionBroadcast1ElementInt16Test(
				894	armnn::IWorkloadFactory& workloadFactory,
				895	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				896
				897	LayerTestResult<int16_t, 4> SubtractionBroadcastInt16Test(
				898	armnn::IWorkloadFactory& workloadFactory,
				899	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				900
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	901	LayerTestResult<uint8_t, 4> CompareActivationUint8Test(
				902	armnn::IWorkloadFactory& workloadFactory,
				903	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				904	armnn::IWorkloadFactory& refWorkloadFactory,
				905	armnn::ActivationFunction f);
				906
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	907	LayerTestResult<int16_t, 4> CompareActivationInt16Test(
				908	armnn::IWorkloadFactory& workloadFactory,
				909	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				910	armnn::IWorkloadFactory& refWorkloadFactory,
				911	armnn::ActivationFunction f);
				912
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	913	LayerTestResult<uint8_t, 2> CompareSoftmaxUint8Test(
				914	armnn::IWorkloadFactory& workloadFactory,
				915	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				916	armnn::IWorkloadFactory& refWorkloadFactory,
				917	float beta);
				918
				919	LayerTestResult<uint8_t, 4> MultiplicationUint8Test(
				920	armnn::IWorkloadFactory& workloadFactory,
				921	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				922
				923	LayerTestResult<uint8_t, 4> MultiplicationBroadcast1ElementUint8Test(
				924	armnn::IWorkloadFactory& workloadFactory,
				925	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				926
				927	LayerTestResult<uint8_t, 4> MultiplicationBroadcast1DVectorUint8Test(
				928	armnn::IWorkloadFactory& workloadFactory,
				929	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				930
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	931	LayerTestResult<int16_t, 4> MultiplicationInt16Test(
				932	armnn::IWorkloadFactory& workloadFactory,
				933	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				934
				935	LayerTestResult<int16_t, 4> MultiplicationBroadcast1ElementInt16Test(
				936	armnn::IWorkloadFactory& workloadFactory,
				937	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				938
				939	LayerTestResult<int16_t, 4> MultiplicationBroadcast1DVectorInt16Test(
				940	armnn::IWorkloadFactory& workloadFactory,
				941	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				942
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	943	LayerTestResult<uint8_t, 4> DivisionUint8Test(
				944	armnn::IWorkloadFactory& workloadFactory,
				945	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				946
				947	LayerTestResult<uint8_t, 4> DivisionBroadcast1ElementUint8Test(
				948	armnn::IWorkloadFactory& workloadFactory,
				949	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				950
				951	LayerTestResult<uint8_t, 4> DivisionBroadcast1DVectorUint8Test(
				952	armnn::IWorkloadFactory& workloadFactory,
				953	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				954
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	955	LayerTestResult<int16_t, 4> DivisionInt16Test(
				956	armnn::IWorkloadFactory& workloadFactory,
				957	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				958
				959	LayerTestResult<int16_t, 4> DivisionBroadcast1ElementInt16Test(
				960	armnn::IWorkloadFactory& workloadFactory,
				961	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				962
				963	LayerTestResult<int16_t, 4> DivisionBroadcast1DVectorInt16Test(
				964	armnn::IWorkloadFactory& workloadFactory,
				965	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				966
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	967	LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test(
				968	armnn::IWorkloadFactory& workloadFactory,
				969	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				970	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	971	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	972
				973	LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test(
				974	armnn::IWorkloadFactory& workloadFactory,
				975	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				976	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	977	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	978
Mike Kelly	2f80f6e	2019-05-16 12:41:34 +0100	[diff] [blame]	979	LayerTestResult<int16_t, 4> SimpleConvolution2d3x5QSymm16Test(
				980	armnn::IWorkloadFactory& workloadFactory,
				981	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				982	bool biasEnabled,
				983	const armnn::DataLayout layout);
				984
				985	LayerTestResult<int16_t, 4> SimpleConvolution2d3x3QSymm16Test(
				986	armnn::IWorkloadFactory& workloadFactory,
				987	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				988	bool biasEnabled,
				989	const armnn::DataLayout layout);
				990
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	991	LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test(
				992	armnn::IWorkloadFactory& workloadFactory,
				993	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				994	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	995	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	996
				997	LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test(
				998	armnn::IWorkloadFactory& workloadFactory,
				999	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1000	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	1001	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1002
Ruomei Yan	88d44b8	2019-05-23 14:29:06 +0100	[diff] [blame]	1003	LayerTestResult<int16_t, 4> DepthwiseConvolution2dInt16Test(
				1004	armnn::IWorkloadFactory& workloadFactory,
				1005	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1006	bool biasEnabled,
				1007	const armnn::DataLayout layout);
				1008
				1009	LayerTestResult<int16_t, 4> DepthwiseConvolution2dDepthMul1Int16Test(
				1010	armnn::IWorkloadFactory& workloadFactory,
				1011	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1012	bool biasEnabled,
				1013	const armnn::DataLayout layout);
				1014
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1015	LayerTestResult<uint8_t, 4> ConstantLinearActivationUint8Test(
				1016	armnn::IWorkloadFactory& workloadFactory,
				1017	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1018
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	1019	LayerTestResult<int16_t, 4> ConstantLinearActivationInt16Test(
				1020	armnn::IWorkloadFactory& workloadFactory,
				1021	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1022
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1023	LayerTestResult<uint8_t, 4> ResizeBilinearNopUint8Test(
				1024	armnn::IWorkloadFactory& workloadFactory,
				1025	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1026
				1027	LayerTestResult<uint8_t, 4> SimpleResizeBilinearUint8Test(
				1028	armnn::IWorkloadFactory& workloadFactory,
				1029	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1030
				1031	LayerTestResult<uint8_t, 4> ResizeBilinearSqMinUint8Test(
				1032	armnn::IWorkloadFactory& workloadFactory,
				1033	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1034
				1035	LayerTestResult<uint8_t, 4> ResizeBilinearMinUint8Test(
				1036	armnn::IWorkloadFactory& workloadFactory,
				1037	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1038
				1039	LayerTestResult<uint8_t, 4> ResizeBilinearMagUint8Test(
				1040	armnn::IWorkloadFactory& workloadFactory,
				1041	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1042
				1043	LayerTestResult<uint8_t, 4> BatchNormUint8Test(
				1044	armnn::IWorkloadFactory& workloadFactory,
				1045	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1046
				1047	LayerTestResult<uint8_t, 4> BatchNormUint8NhwcTest(
				1048	armnn::IWorkloadFactory& workloadFactory,
				1049	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1050
Matteo Martincigh	f550713	2019-06-04 10:59:47 +0100	[diff] [blame]	1051	LayerTestResult<int16_t, 4> BatchNormInt16Test(
				1052	armnn::IWorkloadFactory& workloadFactory,
				1053	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1054
				1055	LayerTestResult<int16_t, 4> BatchNormInt16NhwcTest(
				1056	armnn::IWorkloadFactory& workloadFactory,
				1057	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1058
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	1059	LayerTestResult<uint8_t, 4> ConstantUint8CustomQuantizationScaleAndOffsetTest(
				1060	armnn::IWorkloadFactory& workloadFactory,
				1061	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1062
				1063	LayerTestResult<int16_t, 4> ConstantInt16CustomQuantizationScaleAndOffsetTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1064	armnn::IWorkloadFactory& workloadFactory,
				1065	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1066
				1067	LayerTestResult<uint8_t, 1> Concatenation1dUint8Test(
				1068	armnn::IWorkloadFactory& workloadFactory,
				1069	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1070
				1071	LayerTestResult<uint8_t, 2> Concatenation2dDim0Uint8Test(
				1072	armnn::IWorkloadFactory& workloadFactory,
				1073	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1074
				1075	LayerTestResult<uint8_t, 2> Concatenation2dDim1Uint8Test(
				1076	armnn::IWorkloadFactory& workloadFactory,
				1077	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1078
				1079	LayerTestResult<uint8_t, 2> Concatenation2dDim0DiffInputDimsUint8Test(
				1080	armnn::IWorkloadFactory& workloadFactory,
				1081	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1082
				1083	LayerTestResult<uint8_t, 2> Concatenation2dDim1DiffInputDimsUint8Test(
				1084	armnn::IWorkloadFactory& workloadFactory,
				1085	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1086
				1087	LayerTestResult<uint8_t, 3> Concatenation3dDim0Uint8Test(
				1088	armnn::IWorkloadFactory& workloadFactory,
				1089	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1090
				1091	LayerTestResult<uint8_t, 3> Concatenation3dDim1Uint8Test(
				1092	armnn::IWorkloadFactory& workloadFactory,
				1093	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1094
				1095	LayerTestResult<uint8_t, 3> Concatenation3dDim2Uint8Test(
				1096	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	1097	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1098	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1099
				1100	LayerTestResult<uint8_t, 3> Concatenation3dDim0DiffInputDimsUint8Test(
				1101	armnn::IWorkloadFactory& workloadFactory,
				1102	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1103
				1104	LayerTestResult<uint8_t, 3> Concatenation3dDim1DiffInputDimsUint8Test(
				1105	armnn::IWorkloadFactory& workloadFactory,
				1106	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1107
				1108	LayerTestResult<uint8_t, 3> Concatenation3dDim2DiffInputDimsUint8Test(
				1109	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	1110	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1111	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1112
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1113	LayerTestResult<uint8_t, 4> EqualSimpleTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1114	armnn::IWorkloadFactory& workloadFactory,
				1115	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1116
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1117	LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1118	armnn::IWorkloadFactory& workloadFactory,
				1119	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1120
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1121	LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1122	armnn::IWorkloadFactory& workloadFactory,
				1123	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1124
				1125	LayerTestResult<uint8_t, 4> EqualUint8Test(
				1126	armnn::IWorkloadFactory& workloadFactory,
				1127	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1128
				1129	LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test(
				1130	armnn::IWorkloadFactory& workloadFactory,
				1131	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1132
				1133	LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test(
				1134	armnn::IWorkloadFactory& workloadFactory,
				1135	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1136
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1137	LayerTestResult<uint8_t, 4> GreaterSimpleTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1138	armnn::IWorkloadFactory& workloadFactory,
				1139	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1140
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1141	LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1142	armnn::IWorkloadFactory& workloadFactory,
				1143	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1144
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1145	LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1146	armnn::IWorkloadFactory& workloadFactory,
				1147	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1148
				1149	LayerTestResult<uint8_t, 4> GreaterUint8Test(
				1150	armnn::IWorkloadFactory& workloadFactory,
				1151	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1152
				1153	LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test(
				1154	armnn::IWorkloadFactory& workloadFactory,
				1155	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1156
				1157	LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test(
				1158	armnn::IWorkloadFactory& workloadFactory,
				1159	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1160
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1161	LayerTestResult<float, 2> FullyConnectedLargeTest(
				1162	armnn::IWorkloadFactory& workloadFactory,
				1163	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1164	bool transposeWeights);
				1165
				1166	LayerTestResult<float, 4> SimplePermuteFloat32Test(
				1167	armnn::IWorkloadFactory& workloadFactory,
				1168	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1169
				1170	LayerTestResult<uint8_t, 4> SimplePermuteUint8Test(
				1171	armnn::IWorkloadFactory& workloadFactory,
				1172	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1173
				1174	LayerTestResult<uint8_t, 2> PadUint82dTest(
				1175	armnn::IWorkloadFactory& workloadFactory,
				1176	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1177
				1178	LayerTestResult<uint8_t, 3> PadUint83dTest(
				1179	armnn::IWorkloadFactory& workloadFactory,
				1180	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1181
				1182	LayerTestResult<uint8_t, 4> PadUint84dTest(
				1183	armnn::IWorkloadFactory& workloadFactory,
				1184	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1185
				1186	LayerTestResult<float, 2> PadFloat322dTest(
				1187	armnn::IWorkloadFactory& workloadFactory,
				1188	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1189
				1190	LayerTestResult<float, 3> PadFloat323dTest(
				1191	armnn::IWorkloadFactory& workloadFactory,
				1192	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1193
				1194	LayerTestResult<float, 4> PadFloat324dTest(
				1195	armnn::IWorkloadFactory& workloadFactory,
				1196	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1197
				1198	LayerTestResult<float, 4> PermuteFloat32ValueSet1Test(
				1199	armnn::IWorkloadFactory& workloadFactory,
				1200	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1201
				1202	LayerTestResult<float, 4> PermuteFloat32ValueSet2Test(
				1203	armnn::IWorkloadFactory& workloadFactory,
				1204	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1205
				1206	LayerTestResult<float, 4> PermuteFloat32ValueSet3Test(
				1207	armnn::IWorkloadFactory& workloadFactory,
				1208	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1209
				1210	LayerTestResult<float, 2> LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest(
				1211	armnn::IWorkloadFactory& workloadFactory,
				1212	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1213
				1214	LayerTestResult<float, 2> LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(
				1215	armnn::IWorkloadFactory& workloadFactory,
				1216	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1217
				1218	LayerTestResult<float, 2> LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(
				1219	armnn::IWorkloadFactory& workloadFactory,
				1220	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1221
Conor Kennedy	b9971c9	2019-05-07 07:14:23 +0100	[diff] [blame]	1222	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionTest(
				1223	armnn::IWorkloadFactory& workloadFactory,
				1224	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1225
				1226	LayerTestResult<int16_t, 2> LstmLayerInt16WithCifgWithPeepholeNoProjectionTest(
				1227	armnn::IWorkloadFactory& workloadFactory,
				1228	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1229
				1230	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgWithPeepholeWithProjectionTest(
				1231	armnn::IWorkloadFactory& workloadFactory,
				1232	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1233
				1234	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest(
				1235	armnn::IWorkloadFactory& workloadFactory,
				1236	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1237
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1238	LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test(
				1239	armnn::IWorkloadFactory& workloadFactory,
				1240	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1241
				1242	LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test(
				1243	armnn::IWorkloadFactory& workloadFactory,
				1244	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1245
Éanna Ó Catháin	de70558	2018-12-03 13:04:22 +0000	[diff] [blame]	1246	LayerTestResult<float, 4> MaximumSimpleTest(
				1247	armnn::IWorkloadFactory& workloadFactory,
				1248	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1249
				1250	LayerTestResult<float, 4> MaximumBroadcast1ElementTest(
				1251	armnn::IWorkloadFactory& workloadFactory,
				1252	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1253
				1254	LayerTestResult<float, 4> MaximumBroadcast1DVectorTest(
				1255	armnn::IWorkloadFactory& workloadFactory,
				1256	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1257
				1258	LayerTestResult<uint8_t , 4> MaximumUint8Test(
				1259	armnn::IWorkloadFactory& workloadFactory,
				1260	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1261
				1262	LayerTestResult<uint8_t, 4> MaximumBroadcast1ElementUint8Test(
				1263	armnn::IWorkloadFactory& workloadFactory,
				1264	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1265
				1266	LayerTestResult<uint8_t, 4> MaximumBroadcast1DVectorUint8Test(
				1267	armnn::IWorkloadFactory& workloadFactory,
				1268	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1269
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1270	LayerTestResult<int16_t , 4> MaximumInt16Test(
				1271	armnn::IWorkloadFactory& workloadFactory,
				1272	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1273
				1274	LayerTestResult<int16_t, 4> MaximumBroadcast1ElementInt16Test(
				1275	armnn::IWorkloadFactory& workloadFactory,
				1276	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1277
				1278	LayerTestResult<int16_t, 4> MaximumBroadcast1DVectorInt16Test(
				1279	armnn::IWorkloadFactory& workloadFactory,
				1280	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1281
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1282	LayerTestResult<uint8_t, 1> MeanUint8SimpleTest(
				1283	armnn::IWorkloadFactory& workloadFactory,
				1284	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1285
				1286	LayerTestResult<uint8_t, 3> MeanUint8SimpleAxisTest(
				1287	armnn::IWorkloadFactory& workloadFactory,
				1288	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1289
				1290	LayerTestResult<uint8_t, 4> MeanUint8KeepDimsTest(
				1291	armnn::IWorkloadFactory& workloadFactory,
				1292	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1293
				1294	LayerTestResult<uint8_t, 4> MeanUint8MultipleDimsTest(
				1295	armnn::IWorkloadFactory& workloadFactory,
				1296	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1297
				1298	LayerTestResult<uint8_t, 1> MeanVtsUint8Test(
				1299	armnn::IWorkloadFactory& workloadFactory,
				1300	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1301
				1302	LayerTestResult<float, 1> MeanFloatSimpleTest(
				1303	armnn::IWorkloadFactory& workloadFactory,
				1304	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1305
				1306	LayerTestResult<float, 3> MeanFloatSimpleAxisTest(
				1307	armnn::IWorkloadFactory& workloadFactory,
				1308	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1309
				1310	LayerTestResult<float, 4> MeanFloatKeepDimsTest(
				1311	armnn::IWorkloadFactory& workloadFactory,
				1312	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1313
				1314	LayerTestResult<float, 4> MeanFloatMultipleDimsTest(
				1315	armnn::IWorkloadFactory& workloadFactory,
				1316	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1317
				1318	LayerTestResult<float, 1> MeanVtsFloat1Test(
				1319	armnn::IWorkloadFactory& workloadFactory,
				1320	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1321
				1322	LayerTestResult<float, 3> MeanVtsFloat2Test(
				1323	armnn::IWorkloadFactory& workloadFactory,
				1324	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1325
				1326	LayerTestResult<float, 3> MeanVtsFloat3Test(
				1327	armnn::IWorkloadFactory& workloadFactory,
				1328	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1329
Éanna Ó Catháin	20e5880	2018-12-04 10:29:06 +0000	[diff] [blame]	1330	LayerTestResult<float, 4> MinimumBroadcast1ElementTest1(
				1331	armnn::IWorkloadFactory& workloadFactory,
				1332	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1333
				1334	LayerTestResult<float, 4> MinimumBroadcast1ElementTest2(
				1335	armnn::IWorkloadFactory& workloadFactory,
				1336	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1337
				1338	LayerTestResult<uint8_t, 4> MinimumBroadcast1DVectorUint8Test(
				1339	armnn::IWorkloadFactory & workloadFactory,
				1340	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1341
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1342	LayerTestResult<int16_t , 4> MinimumInt16Test(
				1343	armnn::IWorkloadFactory& workloadFactory,
				1344	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1345
				1346	LayerTestResult<int16_t, 4> MinimumBroadcast1ElementInt16Test(
				1347	armnn::IWorkloadFactory& workloadFactory,
				1348	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1349
				1350	LayerTestResult<int16_t, 4> MinimumBroadcast1DVectorInt16Test(
				1351	armnn::IWorkloadFactory& workloadFactory,
				1352	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1353
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1354	LayerTestResult<float, 4> AdditionAfterMaxPoolTest(
				1355	armnn::IWorkloadFactory& workloadFactory,
				1356	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1357
				1358	LayerTestResult<float, 4> SpaceToBatchNdSimpleFloat32Test(
				1359	armnn::IWorkloadFactory& workloadFactory,
				1360	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1361
				1362	LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsFloat32Test(
				1363	armnn::IWorkloadFactory& workloadFactory,
				1364	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1365
				1366	LayerTestResult<float, 4> SpaceToBatchNdMultiBlockFloat32Test(
				1367	armnn::IWorkloadFactory& workloadFactory,
				1368	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1369
				1370	LayerTestResult<float, 4> SpaceToBatchNdPaddingFloat32Test(
				1371	armnn::IWorkloadFactory& workloadFactory,
				1372	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1373
				1374	LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleUint8Test(
				1375	armnn::IWorkloadFactory& workloadFactory,
				1376	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1377
				1378	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsUint8Test(
				1379	armnn::IWorkloadFactory& workloadFactory,
				1380	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1381
				1382	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockUint8Test(
				1383	armnn::IWorkloadFactory& workloadFactory,
				1384	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1385
				1386	LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingUint8Test(
				1387	armnn::IWorkloadFactory& workloadFactory,
				1388	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1389
				1390	LayerTestResult<float, 4> SpaceToBatchNdSimpleNHWCFloat32Test(
				1391	armnn::IWorkloadFactory& workloadFactory,
				1392	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1393
				1394	LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsNHWCFloat32Test(
				1395	armnn::IWorkloadFactory& workloadFactory,
				1396	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1397
				1398	LayerTestResult<float, 4> SpaceToBatchNdMultiBlockNHWCFloat32Test(
				1399	armnn::IWorkloadFactory& workloadFactory,
				1400	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1401
				1402	LayerTestResult<float, 4> SpaceToBatchNdPaddingNHWCFloat32Test(
				1403	armnn::IWorkloadFactory& workloadFactory,
				1404	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1405
				1406	LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleNHWCUint8Test(
				1407	armnn::IWorkloadFactory& workloadFactory,
				1408	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1409
				1410	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsNHWCUint8Test(
				1411	armnn::IWorkloadFactory& workloadFactory,
				1412	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1413
				1414	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockNHWCUint8Test(
				1415	armnn::IWorkloadFactory& workloadFactory,
				1416	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1417
				1418	LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingNHWCUint8Test(
				1419	armnn::IWorkloadFactory& workloadFactory,
				1420	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1421
nikraj01	120522a	2019-05-31 11:33:07 +0100	[diff] [blame]	1422	LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleUint16Test(
				1423	armnn::IWorkloadFactory& workloadFactory,
				1424	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1425
				1426	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsUint16Test(
				1427	armnn::IWorkloadFactory& workloadFactory,
				1428	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1429
				1430	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockUint16Test(
				1431	armnn::IWorkloadFactory& workloadFactory,
				1432	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1433
				1434	LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingUint16Test(
				1435	armnn::IWorkloadFactory& workloadFactory,
				1436	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1437
				1438	LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleNHWCUint16Test(
				1439	armnn::IWorkloadFactory& workloadFactory,
				1440	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1441
				1442	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsNHWCUint16Test(
				1443	armnn::IWorkloadFactory& workloadFactory,
				1444	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1445
				1446	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockNHWCUint16Test(
				1447	armnn::IWorkloadFactory& workloadFactory,
				1448	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1449
				1450	LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingNHWCUint16Test(
				1451	armnn::IWorkloadFactory& workloadFactory,
				1452	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1453
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1454	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test1(
				1455	armnn::IWorkloadFactory& workloadFactory,
				1456	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1457
				1458	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test2(
				1459	armnn::IWorkloadFactory& workloadFactory,
				1460	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1461
				1462	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test3(
				1463	armnn::IWorkloadFactory& workloadFactory,
				1464	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1465
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1466	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test4(
				1467	armnn::IWorkloadFactory& workloadFactory,
				1468	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1469
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1470	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test1(
				1471	armnn::IWorkloadFactory &workloadFactory,
				1472	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1473
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1474	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1475	armnn::IWorkloadFactory &workloadFactory,
				1476	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1477
				1478	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1479	armnn::IWorkloadFactory &workloadFactory,
				1480	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1481
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1482	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest1(
				1483	armnn::IWorkloadFactory &workloadFactory,
				1484	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1485
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1486	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1487	armnn::IWorkloadFactory &workloadFactory,
				1488	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1489
				1490	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1491	armnn::IWorkloadFactory &workloadFactory,
				1492	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1493
				1494	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest1(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1495	armnn::IWorkloadFactory &workloadFactory,
				1496	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1497
				1498	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1499	armnn::IWorkloadFactory &workloadFactory,
				1500	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1501
				1502	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1503	armnn::IWorkloadFactory &workloadFactory,
				1504	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1505
				1506	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest4(
				1507	armnn::IWorkloadFactory &workloadFactory,
				1508	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1509
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1510	LayerTestResult<float, 4> StridedSlice4DFloat32Test(
				1511	armnn::IWorkloadFactory& workloadFactory,
				1512	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1513
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1514	LayerTestResult<float, 4> StridedSlice4DReverseFloat32Test(
				1515	armnn::IWorkloadFactory& workloadFactory,
				1516	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1517
				1518	LayerTestResult<float, 4> StridedSliceSimpleStrideFloat32Test(
				1519	armnn::IWorkloadFactory& workloadFactory,
				1520	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1521
				1522	LayerTestResult<float, 4> StridedSliceSimpleRangeMaskFloat32Test(
				1523	armnn::IWorkloadFactory& workloadFactory,
				1524	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1525
				1526	LayerTestResult<float, 2> StridedSliceShrinkAxisMaskFloat32Test(
				1527	armnn::IWorkloadFactory& workloadFactory,
				1528	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1529
				1530	LayerTestResult<float, 3> StridedSlice3DFloat32Test(
				1531	armnn::IWorkloadFactory& workloadFactory,
				1532	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1533
				1534	LayerTestResult<float, 3> StridedSlice3DReverseFloat32Test(
				1535	armnn::IWorkloadFactory& workloadFactory,
				1536	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1537
				1538	LayerTestResult<float, 2> StridedSlice2DFloat32Test(
				1539	armnn::IWorkloadFactory& workloadFactory,
				1540	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1541
				1542	LayerTestResult<float, 2> StridedSlice2DReverseFloat32Test(
				1543	armnn::IWorkloadFactory& workloadFactory,
				1544	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1545
				1546	LayerTestResult<uint8_t, 4> StridedSlice4DUint8Test(
				1547	armnn::IWorkloadFactory& workloadFactory,
				1548	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1549
				1550	LayerTestResult<uint8_t, 4> StridedSlice4DReverseUint8Test(
				1551	armnn::IWorkloadFactory& workloadFactory,
				1552	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1553
				1554	LayerTestResult<uint8_t, 4> StridedSliceSimpleStrideUint8Test(
				1555	armnn::IWorkloadFactory& workloadFactory,
				1556	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1557
				1558	LayerTestResult<uint8_t, 4> StridedSliceSimpleRangeMaskUint8Test(
				1559	armnn::IWorkloadFactory& workloadFactory,
				1560	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1561
				1562	LayerTestResult<uint8_t, 2> StridedSliceShrinkAxisMaskUint8Test(
				1563	armnn::IWorkloadFactory& workloadFactory,
				1564	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1565
				1566	LayerTestResult<uint8_t, 3> StridedSlice3DUint8Test(
				1567	armnn::IWorkloadFactory& workloadFactory,
				1568	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1569
				1570	LayerTestResult<uint8_t, 3> StridedSlice3DReverseUint8Test(
				1571	armnn::IWorkloadFactory& workloadFactory,
				1572	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1573
				1574	LayerTestResult<uint8_t, 2> StridedSlice2DUint8Test(
				1575	armnn::IWorkloadFactory& workloadFactory,
				1576	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1577
				1578	LayerTestResult<uint8_t, 2> StridedSlice2DReverseUint8Test(
				1579	armnn::IWorkloadFactory& workloadFactory,
				1580	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1581
Matteo Martincigh	42666a1	2019-05-29 08:53:41 +0100	[diff] [blame]	1582	LayerTestResult<int16_t, 4> StridedSlice4DInt16Test(
				1583	armnn::IWorkloadFactory& workloadFactory,
				1584	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1585
				1586	LayerTestResult<int16_t, 4> StridedSlice4DReverseInt16Test(
				1587	armnn::IWorkloadFactory& workloadFactory,
				1588	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1589
				1590	LayerTestResult<int16_t, 4> StridedSliceSimpleStrideInt16Test(
				1591	armnn::IWorkloadFactory& workloadFactory,
				1592	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1593
				1594	LayerTestResult<int16_t, 4> StridedSliceSimpleRangeMaskInt16Test(
				1595	armnn::IWorkloadFactory& workloadFactory,
				1596	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1597
				1598	LayerTestResult<int16_t, 2> StridedSliceShrinkAxisMaskInt16Test(
				1599	armnn::IWorkloadFactory& workloadFactory,
				1600	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1601
				1602	LayerTestResult<int16_t, 3> StridedSlice3DInt16Test(
				1603	armnn::IWorkloadFactory& workloadFactory,
				1604	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1605
				1606	LayerTestResult<int16_t, 3> StridedSlice3DReverseInt16Test(
				1607	armnn::IWorkloadFactory& workloadFactory,
				1608	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1609
				1610	LayerTestResult<int16_t, 2> StridedSlice2DInt16Test(
				1611	armnn::IWorkloadFactory& workloadFactory,
				1612	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1613
				1614	LayerTestResult<int16_t, 2> StridedSlice2DReverseInt16Test(
				1615	armnn::IWorkloadFactory& workloadFactory,
				1616	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1617
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1618	LayerTestResult<float, 4> Debug4DFloat32Test(
				1619	armnn::IWorkloadFactory& workloadFactory,
				1620	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1621
				1622	LayerTestResult<float, 3> Debug3DFloat32Test(
				1623	armnn::IWorkloadFactory& workloadFactory,
				1624	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1625
				1626	LayerTestResult<float, 2> Debug2DFloat32Test(
				1627	armnn::IWorkloadFactory& workloadFactory,
				1628	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1629
				1630	LayerTestResult<float, 1> Debug1DFloat32Test(
				1631	armnn::IWorkloadFactory& workloadFactory,
				1632	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1633
				1634	LayerTestResult<uint8_t, 4> Debug4DUint8Test(
				1635	armnn::IWorkloadFactory& workloadFactory,
				1636	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1637
				1638	LayerTestResult<uint8_t, 3> Debug3DUint8Test(
				1639	armnn::IWorkloadFactory& workloadFactory,
				1640	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1641
				1642	LayerTestResult<uint8_t, 2> Debug2DUint8Test(
				1643	armnn::IWorkloadFactory& workloadFactory,
				1644	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1645
				1646	LayerTestResult<uint8_t, 1> Debug1DUint8Test(
				1647	armnn::IWorkloadFactory& workloadFactory,
				1648	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Matteo Martincigh	4912402	2019-01-11 13:25:59 +0000	[diff] [blame]	1649
				1650	LayerTestResult<uint8_t, 4> PreCompiledConvolution2dTest(
				1651	armnn::IWorkloadFactory& workloadFactory,
				1652	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1653
				1654	LayerTestResult<uint8_t, 4> PreCompiledConvolution2dStride2x2Test(
				1655	armnn::IWorkloadFactory& workloadFactory,
				1656	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1657
				1658	LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dTest(
				1659	armnn::IWorkloadFactory & workloadFactory,
				1660	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1661
				1662	LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dStride2x2Test(
				1663	armnn::IWorkloadFactory & workloadFactory,
				1664	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1665
				1666	LayerTestResult<uint8_t, 4> PreCompiledMaxPooling2dTest(
				1667	armnn::IWorkloadFactory& workloadFactory,
				1668	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1669
				1670	LayerTestResult<float, 4> Debug4DFloat32Test(
				1671	armnn::IWorkloadFactory& workloadFactory,
				1672	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1673
				1674	LayerTestResult<float, 3> Debug3DFloat32Test(
				1675	armnn::IWorkloadFactory& workloadFactory,
				1676	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1677
				1678	LayerTestResult<float, 2> Debug2DFloat32Test(
				1679	armnn::IWorkloadFactory& workloadFactory,
				1680	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1681
				1682	LayerTestResult<float, 1> Debug1DFloat32Test(
				1683	armnn::IWorkloadFactory& workloadFactory,
				1684	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1685
				1686	LayerTestResult<uint8_t, 4> Debug4DUint8Test(
				1687	armnn::IWorkloadFactory& workloadFactory,
				1688	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1689
				1690	LayerTestResult<uint8_t, 3> Debug3DUint8Test(
				1691	armnn::IWorkloadFactory& workloadFactory,
				1692	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1693
				1694	LayerTestResult<uint8_t, 2> Debug2DUint8Test(
				1695	armnn::IWorkloadFactory& workloadFactory,
				1696	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1697
				1698	LayerTestResult<uint8_t, 1> Debug1DUint8Test(
				1699	armnn::IWorkloadFactory& workloadFactory,
				1700	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
narpra01	4951d84	2019-01-18 16:53:53 +0000	[diff] [blame]	1701
				1702	LayerTestResult<float, 1> Gather1DParamsFloatTest(
				1703	armnn::IWorkloadFactory& workloadFactory,
				1704	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1705
				1706	LayerTestResult<uint8_t, 1> Gather1DParamsUint8Test(
				1707	armnn::IWorkloadFactory& workloadFactory,
				1708	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1709
				1710	LayerTestResult<float, 2> GatherMultiDimParamsFloatTest(
				1711	armnn::IWorkloadFactory& workloadFactory,
				1712	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1713
				1714	LayerTestResult<uint8_t, 2> GatherMultiDimParamsUint8Test(
				1715	armnn::IWorkloadFactory& workloadFactory,
				1716	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1717
				1718	LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesFloatTest(
				1719	armnn::IWorkloadFactory& workloadFactory,
				1720	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1721
				1722	LayerTestResult<uint8_t, 4> GatherMultiDimParamsMultiDimIndicesUint8Test(
				1723	armnn::IWorkloadFactory& workloadFactory,
				1724	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	8a54ac0	2019-03-29 15:25:04 +0000	[diff] [blame]	1725
Nattapat Chaimanowong	afa4e3a	2019-04-02 11:41:45 +0100	[diff] [blame]	1726	LayerTestResult<float, 4> DequantizeSimpleUint8Test(
				1727	armnn::IWorkloadFactory& workloadFactory,
				1728	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1729
				1730	LayerTestResult<float, 4> DequantizeOffsetUint8Test(
				1731	armnn::IWorkloadFactory& workloadFactory,
				1732	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1733
				1734	LayerTestResult<float, 4> DequantizeSimpleInt16Test(
Nattapat Chaimanowong	8a54ac0	2019-03-29 15:25:04 +0000	[diff] [blame]	1735	armnn::IWorkloadFactory& workloadFactory,
				1736	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	a0beb3b	2019-04-01 17:04:53 +0100	[diff] [blame]	1737
				1738	LayerTestResult<uint8_t, 4> QuantizeSimpleUint8Test(
				1739	armnn::IWorkloadFactory& workloadFactory,
				1740	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1741
				1742	LayerTestResult<uint8_t, 4> QuantizeClampUint8Test(
				1743	armnn::IWorkloadFactory& workloadFactory,
				1744	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1745
				1746	LayerTestResult<int16_t, 4> QuantizeClampInt16Test(
				1747	armnn::IWorkloadFactory& workloadFactory,
				1748	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	1749
				1750	template<typename T, typename B>
				1751	LayerTestResult<T, 2> SimpleFullyConnectedTestImpl(
				1752	armnn::IWorkloadFactory& workloadFactory,
				1753	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1754	armnn::TensorInfo inputTensorInfo,
				1755	armnn::TensorInfo outputTensorInfo,
				1756	armnn::TensorInfo weightsDesc,
				1757	armnn::TensorInfo biasesDesc,
				1758	boost::multi_array<T, 2>& weights,
				1759	boost::multi_array<B, 1>& bias,
				1760	boost::multi_array<T, 4>& input,
				1761	bool biasEnabled,
				1762	bool transposeWeights)
				1763	{
				1764	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1765	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1766
				1767	armnn::FullyConnectedQueueDescriptor data;
				1768	armnn::WorkloadInfo info;
				1769	armnn::ScopedCpuTensorHandle weightsTensor(weightsDesc);
				1770	armnn::ScopedCpuTensorHandle biasTensor(biasesDesc);
				1771
				1772	AllocateAndCopyDataToITensorHandle(&weightsTensor, &weights[0][0]);
				1773	AllocateAndCopyDataToITensorHandle(&biasTensor, &bias[0]);
				1774
				1775	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				1776	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				1777	data.m_Weight = &weightsTensor;
				1778	data.m_Bias = &biasTensor;
				1779	data.m_Parameters.m_BiasEnabled = biasEnabled;
				1780	data.m_Parameters.m_TransposeWeightMatrix = transposeWeights;
				1781
				1782	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFullyConnected(data, info);
				1783	LayerTestResult<T, 2> result(outputTensorInfo);
				1784
				1785	inputHandle->Allocate();
				1786	outputHandle->Allocate();
				1787	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				1788
				1789	ExecuteWorkload(*workload, memoryManager);
				1790
				1791	CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get());
				1792
				1793	return result;
				1794	}
				1795
				1796	template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				1797	std::vector<T> ConvertToDataType(const std::vector<float>& input,
				1798	const armnn::TensorInfo& inputTensorInfo)
				1799	{
				1800	std::vector<T> output(input.size());
				1801	auto outputTensorInfo = inputTensorInfo;
				1802	outputTensorInfo.SetDataType(ArmnnType);
				1803
				1804	std::unique_ptr<armnn::Encoder<float>> pOutputEncoder = armnn::MakeEncoder<float>(outputTensorInfo, output.data());
				1805	armnn::Encoder<float>& rOutputEncoder = *pOutputEncoder;
				1806
				1807	for (auto it = input.begin(); it != input.end(); ++it)
				1808	{
				1809	rOutputEncoder.Set(*it);
				1810	++rOutputEncoder;
				1811	}
				1812	return output;
				1813	}
				1814
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1815	template<typename T>
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	1816	LayerTestResult<T, 2> Rsqrt2dTestCommon(
				1817	armnn::IWorkloadFactory& workloadFactory,
				1818	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1819	const armnn::TensorInfo inputTensorInfo,
				1820	const armnn::TensorInfo outputTensorInfo,
				1821	std::vector<T> inputValues,
				1822	std::vector<T> expectedOutputValues)
				1823	{
				1824	auto inputTensor = MakeTensor<T, 2>(inputTensorInfo, std::vector<T>(inputValues));
				1825
				1826	LayerTestResult<T, 2> result(outputTensorInfo);
				1827	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo, std::vector<T>(expectedOutputValues));
				1828
				1829	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1830	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1831
				1832	armnn::RsqrtQueueDescriptor descriptor;
				1833
				1834	armnn::WorkloadInfo info;
				1835
				1836	AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get());
				1837	AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get());
				1838
				1839	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateRsqrt(descriptor, info);
				1840
				1841	inputHandle->Allocate();
				1842	outputHandle->Allocate();
				1843
				1844	CopyDataToITensorHandle(inputHandle.get(), &inputTensor[0][0]);
				1845
				1846	workload->PostAllocationConfigure();
				1847	workload->Execute();
				1848
				1849	CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get());
				1850
				1851	return result;
				1852	}
				1853
				1854	template<armnn::DataType ArmnnType, typename T>
				1855	LayerTestResult<T, 2> Rsqrt2dTest(
				1856	armnn::IWorkloadFactory& workloadFactory,
				1857	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1858	{
				1859	const armnn::TensorShape inputShape{ 2, 2 };
				1860	const armnn::TensorShape outputShape{ 2, 2 };
				1861
				1862	const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType);
				1863	const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType);
				1864
				1865	std::vector<T> inputValues
				1866	{
				1867	1.f, 4.f,
				1868	16.f, 25.f
				1869	};
				1870
				1871	std::vector<T> expectedOutputValues
				1872	{
				1873	1.f, 0.5f,
				1874	0.25f, 0.2f
				1875	};
				1876
				1877	return Rsqrt2dTestCommon<T>(workloadFactory, memoryManager,
				1878	inputTensorInfo, outputTensorInfo,
				1879	inputValues, expectedOutputValues);
				1880	}
				1881
				1882	template<armnn::DataType ArmnnType, typename T>
				1883	LayerTestResult<T, 3> Rsqrt3dTest(
				1884	armnn::IWorkloadFactory& workloadFactory,
				1885	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1886	{
				1887	const armnn::TensorShape inputShape{ 3, 1, 2 };
				1888	const armnn::TensorShape outputShape{ 3, 1, 2 };
				1889
				1890	const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType);
				1891	const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType);
				1892
				1893	std::vector<T> inputValues
				1894	{
				1895	1.f, 4.f, 16.f,
				1896	25.f, 64.f, 100.f
				1897	};
				1898
				1899	std::vector<T> expectedOutputValues
				1900	{
				1901	1.f, 0.5f, 0.25f,
				1902	0.2f, 0.125f, 0.1f
				1903	};
				1904
				1905	auto inputTensor = MakeTensor<T, 3>(inputTensorInfo, std::vector<T>(inputValues));
				1906
				1907	LayerTestResult<T, 3> result(outputTensorInfo);
				1908	result.outputExpected = MakeTensor<T, 3>(outputTensorInfo, std::vector<T>(expectedOutputValues));
				1909
				1910	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1911	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1912
				1913	armnn::RsqrtQueueDescriptor descriptor;
				1914
				1915	armnn::WorkloadInfo info;
				1916
				1917	AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get());
				1918	AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get());
				1919
				1920	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateRsqrt(descriptor, info);
				1921
				1922	inputHandle->Allocate();
				1923	outputHandle->Allocate();
				1924
				1925	CopyDataToITensorHandle(inputHandle.get(), &inputTensor[0][0][0]);
				1926
				1927	workload->PostAllocationConfigure();
				1928	workload->Execute();
				1929
				1930	CopyDataFromITensorHandle(&result.output[0][0][0], outputHandle.get());
				1931
				1932	return result;
				1933	}
				1934
				1935	template<armnn::DataType ArmnnType, typename T>
				1936	LayerTestResult<T, 2> RsqrtZeroTest(
				1937	armnn::IWorkloadFactory& workloadFactory,
				1938	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1939	{
				1940	const armnn::TensorShape inputShape{ 1, 2 };
				1941	const armnn::TensorShape outputShape{ 1, 2 };
				1942
				1943	const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType);
				1944	const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType);
				1945
				1946	std::vector<T> inputValues
				1947	{
				1948	0.f, -0.f
				1949	};
				1950
				1951	std::vector<T> expectedOutputValues
				1952	{
				1953	INFINITY, -INFINITY
				1954	};
				1955
				1956	return Rsqrt2dTestCommon<T>(workloadFactory, memoryManager,
				1957	inputTensorInfo, outputTensorInfo,
				1958	inputValues, expectedOutputValues);
				1959	}
				1960
				1961	template<armnn::DataType ArmnnType, typename T>
				1962	LayerTestResult<T, 2> RsqrtNegativeTest(
				1963	armnn::IWorkloadFactory& workloadFactory,
				1964	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1965	{
				1966	const armnn::TensorShape inputShape{ 1, 2 };
				1967	const armnn::TensorShape outputShape{ 1, 2 };
				1968
				1969	const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType);
				1970	const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType);
				1971
				1972	std::vector<T> inputValues
				1973	{
				1974	-25.f, -16.f
				1975	};
				1976
				1977	std::vector<T> expectedOutputValues
				1978	{
				1979	-NAN, -NAN
				1980	};
				1981
				1982	return Rsqrt2dTestCommon<T>(workloadFactory, memoryManager,
				1983	inputTensorInfo, outputTensorInfo,
				1984	inputValues, expectedOutputValues);
				1985	}
				1986
				1987	template<typename T>
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1988	LayerTestResult<T, 4> SimpleReshapeTestImpl(
				1989	armnn::IWorkloadFactory& workloadFactory,
				1990	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1991	armnn::TensorInfo inputTensorInfo,
				1992	armnn::TensorInfo outputTensorInfo,
				1993	const std::vector<T>& inputData,
				1994	const std::vector<T>& outputExpectedData)
				1995	{
				1996	auto input = MakeTensor<T, 4>(inputTensorInfo, inputData);
				1997
				1998	LayerTestResult<T, 4> ret(outputTensorInfo);
				1999	ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, outputExpectedData);
				2000
				2001	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				2002	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				2003
				2004	armnn::ReshapeQueueDescriptor data;
				2005	armnn::WorkloadInfo info;
				2006	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				2007	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				2008
				2009	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateReshape(data, info);
				2010
				2011	inputHandle->Allocate();
				2012	outputHandle->Allocate();
				2013
				2014	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				2015
				2016	workload->Execute();
				2017
				2018	CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
				2019
				2020	return ret;
				2021	}
				2022
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	2023	template<armnn::DataType ArmnnType, typename T>
				2024	LayerTestResult<T, 2> FullyConnectedTest(
				2025	armnn::IWorkloadFactory& workloadFactory,
				2026	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				2027	bool biasEnabled)
				2028	{
				2029	constexpr static unsigned int inputWidth = 3u;
				2030	constexpr static unsigned int inputHeight = 2u;
				2031	constexpr static unsigned int inputChannels = 1u;
				2032
				2033	constexpr static unsigned int inputSize = inputWidth * inputHeight * inputChannels;
				2034
				2035	constexpr static unsigned int outputChannels = 2u;
				2036
				2037	armnn::TensorInfo inputTensorInfo({ 1, inputChannels, inputHeight, inputWidth }, ArmnnType);
				2038	inputTensorInfo.SetQuantizationScale(0.1f);
				2039	inputTensorInfo.SetQuantizationOffset(63);
				2040
				2041	armnn::TensorInfo outputTensorInfo({ 1, outputChannels }, ArmnnType);
				2042	outputTensorInfo.SetQuantizationScale(5.f);
				2043	outputTensorInfo.SetQuantizationOffset(biasEnabled ? -50 : 10);
				2044
				2045	armnn::TensorInfo weightsDesc({ outputChannels, inputSize }, ArmnnType);
				2046	weightsDesc.SetQuantizationScale(0.2f);
				2047	weightsDesc.SetQuantizationOffset(93);
				2048
				2049	armnn::TensorInfo biasesDesc({ outputChannels }, GetBiasTypeFromWeightsType(weightsDesc.GetDataType()).value());
				2050	biasesDesc.SetQuantizationScale(inputTensorInfo.GetQuantizationScale() * weightsDesc.GetQuantizationScale());
				2051	biasesDesc.SetQuantizationOffset(0);
				2052
				2053	LayerTestResult<T, 2> result(outputTensorInfo);
				2054
				2055	auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
				2056	{
				2057	-1.2f, 6.1f, -3.5f,
				2058	18.8f, -5.5f, 2.9f
				2059	},
				2060	inputTensorInfo));
				2061
				2062	auto weights = MakeTensor<T, 2>(weightsDesc, ConvertToDataType<ArmnnType>(
				2063	{
				2064	-8.4f, 20.0f, -10.4f, -8, 16.4f, -11.8f,
				2065	23.4f, 10.4f, -14.0f, -3.8f, -11.8f, 11.4f
				2066	},
				2067	weightsDesc));
				2068
				2069	auto bias = MakeTensor<int32_t, 1>(biasesDesc, std::vector<int32_t>{9250, 67500});
				2070
				2071	result = SimpleFullyConnectedTestImpl<T>(
				2072	workloadFactory,
				2073	memoryManager,
				2074	inputTensorInfo, outputTensorInfo,
				2075	weightsDesc, biasesDesc,
				2076	weights, bias, input,
				2077	biasEnabled, true
				2078	);
				2079
				2080	if (biasEnabled)
				2081	{
				2082	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo,
				2083	ConvertToDataType<ArmnnType>({80.f, 1460.f}, outputTensorInfo));
				2084	}
				2085	else
				2086	{
				2087	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo,
				2088	ConvertToDataType<ArmnnType>({-107.04f, 110.f}, outputTensorInfo));
				2089	}
				2090
				2091	return result;
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	2092	}
				2093
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	2094	template<armnn::DataType ArmnnType, typename T>
				2095	LayerTestResult<T, 4> SimpleReshapeTest(
				2096	armnn::IWorkloadFactory& workloadFactory,
				2097	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				2098	{
				2099	armnn::TensorInfo inputTensorInfo;
				2100	armnn::TensorInfo outputTensorInfo;
				2101
				2102	unsigned int inputShape[] = { 2, 2, 3, 3 };
				2103	unsigned int outputShape[] = { 2, 2, 9, 1 };
				2104
				2105	inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType);
				2106	inputTensorInfo.SetQuantizationScale(1.0f);
				2107	outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType);
				2108	outputTensorInfo.SetQuantizationScale(1.0f);
				2109
				2110	auto input = ConvertToDataType<ArmnnType>(
				2111	{
				2112	0.0f, 1.0f, 2.0f,
				2113	3.0f, 4.0f, 5.0f,
				2114	6.0f, 7.0f, 8.0f,
				2115
				2116	9.0f, 10.0f, 11.0f,
				2117	12.0f, 13.0f, 14.0f,
				2118	15.0f, 16.0f, 17.0f,
				2119
				2120	18.0f, 19.0f, 20.0f,
				2121	21.0f, 22.0f, 23.0f,
				2122	24.0f, 25.0f, 26.0f,
				2123
				2124	27.0f, 28.0f, 29.0f,
				2125	30.0f, 31.0f, 32.0f,
				2126	33.0f, 34.0f, 35.0f,
				2127	},
				2128	inputTensorInfo);
				2129
				2130	auto outputExpected = ConvertToDataType<ArmnnType>(
				2131	{
				2132	0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f,
				2133
				2134	9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f,
				2135
				2136	18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f,
				2137
				2138	27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f, 33.0f, 34.0f, 35.0f,
				2139	},
				2140	outputTensorInfo);
				2141
				2142	return SimpleReshapeTestImpl<T>(
				2143	workloadFactory, memoryManager, inputTensorInfo, outputTensorInfo, input, outputExpected);
Matteo Martincigh	42666a1	2019-05-29 08:53:41 +0100	[diff] [blame]	2144	}
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	2145
				2146	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				2147	LayerTestResult<T, 4> SimpleFloorTest(
				2148	armnn::IWorkloadFactory& workloadFactory,
				2149	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				2150	{
James Conroy	b40d710	2019-06-04 12:32:09 +0100	[diff] [blame]	2151	armnn::TensorInfo inputTensorInfo({1, 3, 2, 3}, ArmnnType);
				2152	inputTensorInfo.SetQuantizationScale(0.1f);
				2153
				2154	armnn::TensorInfo outputTensorInfo(inputTensorInfo);
				2155	outputTensorInfo.SetQuantizationScale(0.1f);
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	2156
				2157	auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
				2158	{ -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f, -0.5f, -0.4f, 0.0f,
				2159	1.0f, 0.4f, 0.5f, 1.3f, 1.5f, 2.0f, 8.76f, 15.2f, 37.5f },
				2160	inputTensorInfo));
				2161
				2162	LayerTestResult<T, 4> ret(outputTensorInfo);
				2163	ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, ConvertToDataType<ArmnnType>(
				2164	{ -38.0f, -16.0f, -9.0f, -2.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f,
				2165	1.0f, 0.0f, 0.0f, 1.0f, 1.0f, 2.0f, 8.0f, 15.0f, 37.0f },
				2166	outputTensorInfo));
				2167
				2168	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				2169	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				2170
				2171	armnn::FloorQueueDescriptor data;
				2172	armnn::WorkloadInfo info;
				2173	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				2174	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				2175
				2176	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFloor(data, info);
				2177
				2178	inputHandle->Allocate();
				2179	outputHandle->Allocate();
				2180
				2181	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				2182
				2183	workload->Execute();
				2184
				2185	CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
				2186
				2187	return ret;
Matteo Martincigh	f550713	2019-06-04 10:59:47 +0100	[diff] [blame]	2188	}