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
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	157	LayerTestResult<int16_t, 4> SimpleMaxPooling2dSize2x2Stride2x2Int16Test(
				158	armnn::IWorkloadFactory& workloadFactory,
				159	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				160	bool forceNoPadding);
				161
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	162	LayerTestResult<float, 4> SimpleMaxPooling2dSize3x3Stride2x4Test(
				163	armnn::IWorkloadFactory& workloadFactory,
				164	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				165	bool forceNoPadding);
				166
				167	LayerTestResult<uint8_t, 4> SimpleMaxPooling2dSize3x3Stride2x4Uint8Test(
				168	armnn::IWorkloadFactory& workloadFactory,
				169	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				170	bool forceNoPadding );
				171
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	172	LayerTestResult<int16_t, 4> SimpleMaxPooling2dSize3x3Stride2x4Int16Test(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	173	armnn::IWorkloadFactory& workloadFactory,
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	174	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				175	bool forceNoPadding );
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	176
				177	LayerTestResult<float, 4> SimpleMaxPooling2dTest(
				178	armnn::IWorkloadFactory& workloadFactory,
				179	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	180	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	181
				182	LayerTestResult<uint8_t, 4> SimpleMaxPooling2dUint8Test(
				183	armnn::IWorkloadFactory& workloadFactory,
				184	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	185	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	186
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	187	LayerTestResult<int16_t, 4> SimpleMaxPooling2dInt16Test(
				188	armnn::IWorkloadFactory& workloadFactory,
				189	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				190	const armnn::DataLayout dataLayout);
				191
				192	LayerTestResult<float, 4> IgnorePaddingSimpleMaxPooling2dTest(
				193	armnn::IWorkloadFactory& workloadFactory,
				194	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				195
				196	LayerTestResult<uint8_t, 4> IgnorePaddingSimpleMaxPooling2dUint8Test(
				197	armnn::IWorkloadFactory& workloadFactory,
				198	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				199
				200	LayerTestResult<int16_t, 4> IgnorePaddingSimpleMaxPooling2dInt16Test(
				201	armnn::IWorkloadFactory& workloadFactory,
				202	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				203
				204	LayerTestResult<float, 4> IgnorePaddingMaxPooling2dSize3Test(
				205	armnn::IWorkloadFactory& workloadFactory,
				206	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				207
				208	LayerTestResult<uint8_t, 4> IgnorePaddingMaxPooling2dSize3Uint8Test(
				209	armnn::IWorkloadFactory& workloadFactory,
				210	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				211
				212	LayerTestResult<int16_t, 4> IgnorePaddingMaxPooling2dSize3Int16Test(
				213	armnn::IWorkloadFactory& workloadFactory,
				214	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				215
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	216	LayerTestResult<float, 4> SimpleAveragePooling2dTest(
				217	armnn::IWorkloadFactory& workloadFactory,
				218	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	219	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	220
				221	LayerTestResult<uint8_t, 4> SimpleAveragePooling2dUint8Test(
				222	armnn::IWorkloadFactory& workloadFactory,
				223	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	224	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	225
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	226	LayerTestResult<int16_t, 4> SimpleAveragePooling2dInt16Test(
				227	armnn::IWorkloadFactory& workloadFactory,
				228	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				229	const armnn::DataLayout dataLayout);
				230
				231	LayerTestResult<float, 4> LargeTensorsAveragePooling2dTest(
				232	armnn::IWorkloadFactory& workloadFactory,
				233	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				234
				235	LayerTestResult<uint8_t, 4> LargeTensorsAveragePooling2dUint8Test(
				236	armnn::IWorkloadFactory& workloadFactory,
				237	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				238
				239	LayerTestResult<int16_t, 4> LargeTensorsAveragePooling2dInt16Test(
				240	armnn::IWorkloadFactory& workloadFactory,
				241	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				242
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	243	LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3x2Stride2x2Test(
				244	armnn::IWorkloadFactory& workloadFactory,
				245	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				246	bool forceNoPadding);
				247
				248	LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dTest(
				249	armnn::IWorkloadFactory& workloadFactory,
				250	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				251
				252	LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dUint8Test(
				253	armnn::IWorkloadFactory& workloadFactory,
				254	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				255
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	256	LayerTestResult<int16_t, 4> IgnorePaddingSimpleAveragePooling2dInt16Test(
				257	armnn::IWorkloadFactory& workloadFactory,
				258	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				259
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	260	LayerTestResult<float, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingTest(
				261	armnn::IWorkloadFactory& workloadFactory,
				262	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				263
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	264	LayerTestResult<uint8_t, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingUint8Test(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	265	armnn::IWorkloadFactory& workloadFactory,
				266	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	267
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	268	LayerTestResult<int16_t, 4> IgnorePaddingSimpleAveragePooling2dNoPaddingInt16Test(
				269	armnn::IWorkloadFactory& workloadFactory,
				270	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				271
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	272	LayerTestResult<float, 4> IgnorePaddingAveragePooling2dSize3Test(
				273	armnn::IWorkloadFactory& workloadFactory,
				274	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	275
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	276	LayerTestResult<uint8_t, 4> IgnorePaddingAveragePooling2dSize3Uint8Test(
				277	armnn::IWorkloadFactory& workloadFactory,
				278	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	279
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	280	LayerTestResult<int16_t, 4> IgnorePaddingAveragePooling2dSize3Int16Test(
				281	armnn::IWorkloadFactory& workloadFactory,
				282	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				283
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	284	LayerTestResult<float, 4> SimpleL2Pooling2dTest(
				285	armnn::IWorkloadFactory& workloadFactory,
				286	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	287	const armnn::DataLayout dataLayout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	288
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	289	LayerTestResult<uint8_t, 4> SimpleL2Pooling2dUint8Test(
				290	armnn::IWorkloadFactory& workloadFactory,
				291	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	292	const armnn::DataLayout dataLayout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	293
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	294	LayerTestResult<int16_t, 4> SimpleL2Pooling2dInt16Test(
				295	armnn::IWorkloadFactory& workloadFactory,
				296	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				297	const armnn::DataLayout dataLayout);
				298
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	299	LayerTestResult<float, 4> L2Pooling2dSize3Stride1Test(
				300	armnn::IWorkloadFactory& workloadFactory,
				301	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	302
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	303	LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride1Uint8Test(
				304	armnn::IWorkloadFactory& workloadFactory,
				305	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	306
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	307	LayerTestResult<int16_t, 4> L2Pooling2dSize3Stride1Int16Test(
				308	armnn::IWorkloadFactory& workloadFactory,
				309	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				310
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	311	LayerTestResult<float, 4> L2Pooling2dSize3Stride3Test(
				312	armnn::IWorkloadFactory& workloadFactory,
				313	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	314
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	315	LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride3Uint8Test(
				316	armnn::IWorkloadFactory& workloadFactory,
				317	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	318
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	319	LayerTestResult<int16_t, 4> L2Pooling2dSize3Stride3Int16Test(
				320	armnn::IWorkloadFactory& workloadFactory,
				321	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				322
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	323	LayerTestResult<float, 4> L2Pooling2dSize3Stride4Test(
				324	armnn::IWorkloadFactory& workloadFactory,
				325	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	326
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	327	LayerTestResult<uint8_t, 4> L2Pooling2dSize3Stride4Uint8Test(
				328	armnn::IWorkloadFactory& workloadFactory,
				329	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	330
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	331	LayerTestResult<int16_t, 4> L2Pooling2dSize3Stride4Int16Test(
				332	armnn::IWorkloadFactory& workloadFactory,
				333	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				334
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	335	LayerTestResult<float, 4> L2Pooling2dSize7Test(
				336	armnn::IWorkloadFactory& workloadFactory,
				337	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	338
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	339	LayerTestResult<uint8_t, 4> L2Pooling2dSize7Uint8Test(
				340	armnn::IWorkloadFactory& workloadFactory,
				341	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	342
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	343	LayerTestResult<int16_t, 4> L2Pooling2dSize7Int16Test(
				344	armnn::IWorkloadFactory& workloadFactory,
				345	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				346
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	347	LayerTestResult<float, 4> L2Pooling2dSize9Test(
				348	armnn::IWorkloadFactory& workloadFactory,
				349	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	350
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	351	LayerTestResult<uint8_t, 4> L2Pooling2dSize9Uint8Test(
				352	armnn::IWorkloadFactory& workloadFactory,
				353	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				354
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	355	LayerTestResult<int16_t, 4> L2Pooling2dSize9Int16Test(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	356	armnn::IWorkloadFactory& workloadFactory,
				357	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				358
				359	LayerTestResult<float, 4> IgnorePaddingSimpleL2Pooling2dTest(
				360	armnn::IWorkloadFactory& workloadFactory,
				361	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				362
				363	LayerTestResult<uint8_t, 4> IgnorePaddingSimpleL2Pooling2dUint8Test(
				364	armnn::IWorkloadFactory& workloadFactory,
				365	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				366
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	367	LayerTestResult<int16_t, 4> IgnorePaddingSimpleL2Pooling2dInt16Test(
				368	armnn::IWorkloadFactory& workloadFactory,
				369	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				370
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	371	LayerTestResult<float, 4> IgnorePaddingL2Pooling2dSize3Test(
				372	armnn::IWorkloadFactory& workloadFactory,
				373	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				374
				375	LayerTestResult<uint8_t, 4> IgnorePaddingL2Pooling2dSize3Uint8Test(
				376	armnn::IWorkloadFactory& workloadFactory,
				377	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				378
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	379	LayerTestResult<int16_t, 4> IgnorePaddingL2Pooling2dSize3Int16Test(
				380	armnn::IWorkloadFactory& workloadFactory,
				381	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				382
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	383	LayerTestResult<float, 4> AsymmetricNonSquarePooling2dTest(
				384	armnn::IWorkloadFactory& workloadFactory,
				385	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				386
				387	LayerTestResult<uint8_t, 4> AsymmetricNonSquarePooling2dUint8Test(
				388	armnn::IWorkloadFactory& workloadFactory,
				389	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				390
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	391	LayerTestResult<int16_t, 4> AsymmetricNonSquarePooling2dInt16Test(
				392	armnn::IWorkloadFactory& workloadFactory,
				393	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				394
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	395	LayerTestResult<float, 4> ComparePooling2dTest(
				396	armnn::IWorkloadFactory& workloadFactory,
				397	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				398	armnn::IWorkloadFactory& refWorkloadFactory,
				399	armnn::PoolingAlgorithm poolingType);
				400
				401	LayerTestResult<uint8_t, 4> ComparePooling2dUint8Test(
				402	armnn::IWorkloadFactory& workloadFactory,
				403	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				404	armnn::IWorkloadFactory& refWorkloadFactory,
				405	armnn::PoolingAlgorithm poolingType);
				406
Teresa Charlin	0434df6	2019-06-06 13:40:35 +0100	[diff] [blame]	407	LayerTestResult<int16_t, 4> ComparePooling2dInt16Test(
				408	armnn::IWorkloadFactory& workloadFactory,
				409	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				410	armnn::IWorkloadFactory& refWorkloadFactory,
				411	armnn::PoolingAlgorithm poolingType);
				412
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	413	LayerTestResult<float, 4> ConstantLinearActivationTest(
				414	armnn::IWorkloadFactory& workloadFactory,
				415	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				416
				417	LayerTestResult<float, 4> SimpleNormalizationAcrossTest(
				418	armnn::IWorkloadFactory& workloadFactory,
				419	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				420
				421	LayerTestResult<float, 4> SimpleNormalizationWithinTest(
				422	armnn::IWorkloadFactory& workloadFactory,
				423	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				424
				425	LayerTestResult<float,4> SimpleNormalizationAcrossNhwcTest(
				426	armnn::IWorkloadFactory& workloadFactory,
				427	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				428
				429	LayerTestResult<float, 2> SimpleSoftmaxTest(
				430	armnn::IWorkloadFactory& workloadFactory,
				431	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				432	float beta);
				433
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	434	LayerTestResult<float, 3> Simple3dSoftmaxTest(
				435	armnn::IWorkloadFactory& workloadFactory,
				436	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				437	float beta);
				438
				439	LayerTestResult<float, 4> Simple4dSoftmaxTest(
				440	armnn::IWorkloadFactory& workloadFactory,
				441	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				442	float beta);
				443
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	444	LayerTestResult<uint8_t, 2> SimpleSoftmaxUint8Test(
				445	armnn::IWorkloadFactory& workloadFactory,
				446	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				447	float beta);
				448
Narumol Prangnawarat	65d3096	2019-03-14 11:55:03 +0000	[diff] [blame]	449	LayerTestResult<uint8_t,3> Simple3dSoftmaxUint8Test(
				450	armnn::IWorkloadFactory& workloadFactory,
				451	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				452	float beta);
				453
				454	LayerTestResult<uint8_t,4> Simple4dSoftmaxUint8Test(
				455	armnn::IWorkloadFactory& workloadFactory,
				456	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				457	float beta);
				458
nikraj01	248683f	2019-05-29 16:46:50 +0100	[diff] [blame]	459	LayerTestResult<int16_t,2> SimpleSoftmaxUint16Test(
				460	armnn::IWorkloadFactory& workloadFactory,
				461	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				462	float beta);
				463
				464	LayerTestResult<int16_t,3> Simple3dSoftmaxUint16Test(
				465	armnn::IWorkloadFactory& workloadFactory,
				466	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				467	float beta);
				468
				469	LayerTestResult<int16_t,4> Simple4dSoftmaxUint16Test(
				470	armnn::IWorkloadFactory& workloadFactory,
				471	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				472	float beta);
				473
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	474	LayerTestResult<float, 4> SimpleSigmoidTest(
				475	armnn::IWorkloadFactory& workloadFactory,
				476	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				477
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	478	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				479	LayerTestResult<T, 4> SimpleReshapeTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	480	armnn::IWorkloadFactory& workloadFactory,
				481	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				482
				483	LayerTestResult<float, 4> SimpleFloorTest(
				484	armnn::IWorkloadFactory& workloadFactory,
				485	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				486
				487	LayerTestResult<float, 1> Concatenation1dTest(
				488	armnn::IWorkloadFactory& workloadFactory,
				489	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				490
				491	LayerTestResult<float, 2> Concatenation2dDim0Test(
				492	armnn::IWorkloadFactory& workloadFactory,
				493	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				494
				495	LayerTestResult<float, 2> Concatenation2dDim1Test(
				496	armnn::IWorkloadFactory& workloadFactory,
				497	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				498
				499	LayerTestResult<float, 2> Concatenation2dDim0DiffInputDimsTest(
				500	armnn::IWorkloadFactory& workloadFactory,
				501	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				502
				503	LayerTestResult<float, 2> Concatenation2dDim1DiffInputDimsTest(
				504	armnn::IWorkloadFactory& workloadFactory,
				505	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				506
				507	LayerTestResult<float, 3> Concatenation3dDim0Test(
				508	armnn::IWorkloadFactory& workloadFactory,
				509	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				510
				511	LayerTestResult<float, 3> Concatenation3dDim1Test(
				512	armnn::IWorkloadFactory& workloadFactory,
				513	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				514
				515	LayerTestResult<float, 3> Concatenation3dDim2Test(
				516	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	517	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				518	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	519
				520	LayerTestResult<float, 3> Concatenation3dDim0DiffInputDimsTest(
				521	armnn::IWorkloadFactory& workloadFactory,
				522	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				523
				524	LayerTestResult<float, 3> Concatenation3dDim1DiffInputDimsTest(
				525	armnn::IWorkloadFactory& workloadFactory,
				526	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				527
				528	LayerTestResult<float, 3> Concatenation3dDim2DiffInputDimsTest(
				529	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	530	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				531	bool useSubtensor);
				532
				533	LayerTestResult<float, 4> Concatenation4dDim0Test(
				534	armnn::IWorkloadFactory& workloadFactory,
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	535	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				536
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	537	LayerTestResult<float, 4> Concatenation4dDim1Test(
				538	armnn::IWorkloadFactory& workloadFactory,
				539	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				540
				541	LayerTestResult<float, 4> Concatenation4dDim2Test(
				542	armnn::IWorkloadFactory& workloadFactory,
				543	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				544
				545	LayerTestResult<float, 4> Concatenation4dDim3Test(
				546	armnn::IWorkloadFactory& workloadFactory,
				547	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				548	bool useSubtensor);
				549
				550	LayerTestResult<float, 4> Concatenation4dDiffShapeDim0Test(
				551	armnn::IWorkloadFactory& workloadFactory,
				552	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				553
				554	LayerTestResult<float, 4> Concatenation4dDiffShapeDim1Test(
				555	armnn::IWorkloadFactory& workloadFactory,
				556	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				557
				558	LayerTestResult<float, 4> Concatenation4dDiffShapeDim2Test(
				559	armnn::IWorkloadFactory& workloadFactory,
				560	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				561
				562	LayerTestResult<float, 4> Concatenation4dDiffShapeDim3Test(
				563	armnn::IWorkloadFactory& workloadFactory,
				564	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				565	bool useSubtensor);
				566
				567	LayerTestResult<uint8_t, 4> Concatenation4dDim0Uint8Test(
				568	armnn::IWorkloadFactory& workloadFactory,
				569	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				570
				571	LayerTestResult<uint8_t, 4> Concatenation4dDim1Uint8Test(
				572	armnn::IWorkloadFactory& workloadFactory,
				573	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				574
				575	LayerTestResult<uint8_t, 4> Concatenation4dDim2Uint8Test(
				576	armnn::IWorkloadFactory& workloadFactory,
				577	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				578
				579	LayerTestResult<uint8_t, 4> Concatenation4dDim3Uint8Test(
				580	armnn::IWorkloadFactory& workloadFactory,
				581	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				582	bool useSubtensor);
				583
				584	LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim0Uint8Test(
				585	armnn::IWorkloadFactory& workloadFactory,
				586	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				587
				588	LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim1Uint8Test(
				589	armnn::IWorkloadFactory& workloadFactory,
				590	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				591
				592	LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim2Uint8Test(
				593	armnn::IWorkloadFactory& workloadFactory,
				594	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				595
				596	LayerTestResult<uint8_t, 4> Concatenation4dDiffShapeDim3Uint8Test(
				597	armnn::IWorkloadFactory& workloadFactory,
				598	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				599	bool useSubtensor);
				600
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	601	LayerTestResult<uint8_t, 4> SimpleSigmoidUint8Test(
				602	armnn::IWorkloadFactory& workloadFactory,
				603	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				604
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	605	LayerTestResult<int16_t, 4> SimpleSigmoidInt16Test(
				606	armnn::IWorkloadFactory& workloadFactory,
				607	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				608
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	609	LayerTestResult<float, 4> CompareConvolution2dTest(
				610	armnn::IWorkloadFactory& workloadFactory,
				611	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	612	armnn::IWorkloadFactory& refWorkloadFactory);
				613
				614	template<typename T>
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	615	LayerTestResult<T, 4> CompareDepthwiseConvolution2dTest(
				616	armnn::IWorkloadFactory& workloadFactory,
				617	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				618	armnn::IWorkloadFactory& refWorkloadFactory,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	619	const armnn::DataLayout layout);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	620
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	621	LayerTestResult<float, 4> CompareNormalizationTest(
				622	armnn::IWorkloadFactory& workloadFactory,
				623	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				624	armnn::IWorkloadFactory& refWorkloadFactory,
				625	armnn::NormalizationAlgorithmChannel normChannel,
				626	armnn::NormalizationAlgorithmMethod normMethod);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	627
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	628	LayerTestResult<float, 2> CompareSoftmaxTest(
				629	armnn::IWorkloadFactory& workloadFactory,
				630	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	631	armnn::IWorkloadFactory& refWorkloadFactory,
				632	float beta);
				633
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	634	LayerTestResult<float, 2> FullyConnectedFloat32Test(
				635	armnn::IWorkloadFactory& workloadFactory,
				636	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				637	bool biasEnabled,
				638	bool transposeWeights);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	639
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	640	std::vector<LayerTestResult<float, 3>> SplitterTest(
				641	armnn::IWorkloadFactory& workloadFactory,
				642	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
David Beck	5cd01f3	2018-09-12 16:00:08 +0100	[diff] [blame]	643
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	644	LayerTestResult<float, 3> CopyViaSplitterTest(
				645	armnn::IWorkloadFactory& workloadFactory,
				646	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	647
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	648	LayerTestResult<float, 3> ConcatTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	649	armnn::IWorkloadFactory& workloadFactory,
				650	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	651
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	652	LayerTestResult<float, 4> AdditionTest(
				653	armnn::IWorkloadFactory& workloadFactory,
				654	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	655
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	656	LayerTestResult<float, 4> AdditionBroadcast1ElementTest(
				657	armnn::IWorkloadFactory& workloadFactory,
				658	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	659
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	660	LayerTestResult<float, 4> AdditionBroadcastTest(
				661	armnn::IWorkloadFactory& workloadFactory,
				662	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	663
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	664	LayerTestResult<float, 4> CompareAdditionTest(
				665	armnn::IWorkloadFactory& workloadFactory,
				666	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				667	armnn::IWorkloadFactory& refWorkloadFactory);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	668
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	669	LayerTestResult<float, 4> SubtractionTest(
				670	armnn::IWorkloadFactory& workloadFactory,
				671	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	672
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	673	LayerTestResult<float, 4> SubtractionBroadcast1ElementTest(
				674	armnn::IWorkloadFactory& workloadFactory,
				675	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	676
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	677	LayerTestResult<float, 4> SubtractionBroadcastTest(
				678	armnn::IWorkloadFactory& workloadFactory,
				679	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	680
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	681	LayerTestResult<float, 4> CompareActivationTest(
				682	armnn::IWorkloadFactory& workloadFactory,
				683	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				684	armnn::IWorkloadFactory& refWorkloadFactory,
				685	armnn::ActivationFunction f,
				686	unsigned int batchSize);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	687
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	688	LayerTestResult<float, 4> DivisionTest(
				689	armnn::IWorkloadFactory& workloadFactory,
				690	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	4fcda01	2018-03-09 14:13:49 +0000	[diff] [blame]	691
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	692	LayerTestResult<float, 4> DivisionByZeroTest(
				693	armnn::IWorkloadFactory& workloadFactory,
				694	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	695
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	696	LayerTestResult<float, 4> DivisionBroadcast1ElementTest(
				697	armnn::IWorkloadFactory& workloadFactory,
				698	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mohamed Nour Abouelseoud	7420e55	2018-10-12 12:26:24 +0100	[diff] [blame]	699
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	700	LayerTestResult<float, 4> DivisionBroadcast1DVectorTest(
				701	armnn::IWorkloadFactory& workloadFactory,
				702	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	703
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	704	LayerTestResult<float, 4> MultiplicationTest(
				705	armnn::IWorkloadFactory& workloadFactory,
				706	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
telsoa01	c577f2c	2018-08-31 09:22:23 +0100	[diff] [blame]	707
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	708	LayerTestResult<float, 4> MultiplicationBroadcast1ElementTest(
				709	armnn::IWorkloadFactory& workloadFactory,
				710	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
narpra01	1e4c31d	2018-09-28 11:07:51 +0100	[diff] [blame]	711
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	712	LayerTestResult<float, 4> MultiplicationBroadcast1DVectorTest(
				713	armnn::IWorkloadFactory& workloadFactory,
				714	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
narpra01	1e4c31d	2018-09-28 11:07:51 +0100	[diff] [blame]	715
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	716	LayerTestResult<float, 4> CompareMultiplicationTest(
				717	armnn::IWorkloadFactory& workloadFactory,
				718	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				719	armnn::IWorkloadFactory& refWorkloadFactory);
Matteo Martincigh	28dcab6	2018-10-19 16:40:03 +0100	[diff] [blame]	720
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	721	LayerTestResult<float, 4> BatchNormTest(
				722	armnn::IWorkloadFactory& workloadFactory,
				723	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	3ea76d5	2018-11-09 14:10:38 +0000	[diff] [blame]	724
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	725	LayerTestResult<float, 4> BatchNormNhwcTest(
				726	armnn::IWorkloadFactory& workloadFactory,
				727	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	3ea76d5	2018-11-09 14:10:38 +0000	[diff] [blame]	728
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	729	LayerTestResult<float, 4> CompareBatchNormTest(
				730	armnn::IWorkloadFactory& workloadFactory,
				731	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				732	armnn::IWorkloadFactory& refWorkloadFactory);
Nattapat Chaimanowong	3ea76d5	2018-11-09 14:10:38 +0000	[diff] [blame]	733
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	734	LayerTestResult<float, 4> BoundedReLuUpperAndLowerBoundTest(
				735	armnn::IWorkloadFactory& workloadFactory,
				736	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	3ea76d5	2018-11-09 14:10:38 +0000	[diff] [blame]	737
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	738	LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperAndLowerBoundTest(
				739	armnn::IWorkloadFactory& workloadFactor,
				740	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManagery);
Éanna Ó Catháin	4e1e136	2018-11-12 11:36:34 +0000	[diff] [blame]	741
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	742	LayerTestResult<float, 4> BoundedReLuUpperBoundOnlyTest(
				743	armnn::IWorkloadFactory& workloadFactory,
				744	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Éanna Ó Catháin	4e1e136	2018-11-12 11:36:34 +0000	[diff] [blame]	745
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	746	LayerTestResult<uint8_t, 4> BoundedReLuUint8UpperBoundOnlyTest(
				747	armnn::IWorkloadFactory& workloadFactory,
				748	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Éanna Ó Catháin	262553e	2018-11-14 11:26:23 +0000	[diff] [blame]	749
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	750	LayerTestResult<float, 4> CompareBoundedReLuTest(
				751	armnn::IWorkloadFactory& workloadFactory,
				752	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				753	armnn::IWorkloadFactory& refWorkloadFactory,
				754	float upperBound,
				755	float lowerBound);
				756
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	757
				758	LayerTestResult<int16_t, 4> ReLuInt16Test(
				759	armnn::IWorkloadFactory& workloadFactory,
				760	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				761
				762	LayerTestResult<int16_t, 4> BoundedReLuInt16Test(
				763	armnn::IWorkloadFactory& workloadFactory,
				764	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				765
				766	LayerTestResult<int16_t, 4> SoftReLuInt16Test(
				767	armnn::IWorkloadFactory& workloadFactory,
				768	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				769
				770	LayerTestResult<int16_t, 4> LeakyReLuInt16Test(
				771	armnn::IWorkloadFactory& workloadFactory,
				772	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				773
				774	LayerTestResult<int16_t, 4> AbsInt16Test(
				775	armnn::IWorkloadFactory& workloadFactory,
				776	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				777
				778	LayerTestResult<int16_t, 4> SqrtInt16Test(
				779	armnn::IWorkloadFactory& workloadFactory,
				780	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				781
				782	LayerTestResult<int16_t, 4> SquareInt16Test(
				783	armnn::IWorkloadFactory& workloadFactory,
				784	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				785
				786	LayerTestResult<int16_t, 4> TanhInt16Test(
				787	armnn::IWorkloadFactory& workloadFactory,
				788	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				789
				790
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	791	// Tests that the output should be identical to the input when the output dimensions match the input ones.
				792	LayerTestResult<float, 4> ResizeBilinearNopTest(
				793	armnn::IWorkloadFactory& workloadFactory,
				794	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	795	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	796
				797	// Tests the behaviour of the resize bilinear operation when rescaling a 2x2 image into a 1x1 image.
				798	LayerTestResult<float, 4> SimpleResizeBilinearTest(
				799	armnn::IWorkloadFactory& workloadFactory,
				800	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	801	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	802
				803	// Tests the resize bilinear for minification of a square input matrix (also: input dimensions are a
				804	// multiple of output dimensions).
				805	LayerTestResult<float, 4> ResizeBilinearSqMinTest(
				806	armnn::IWorkloadFactory& workloadFactory,
				807	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	808	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	809
				810	// Tests the resize bilinear for minification (output dimensions smaller than input dimensions).
				811	LayerTestResult<float, 4> ResizeBilinearMinTest(
				812	armnn::IWorkloadFactory& workloadFactory,
				813	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	814	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	815
				816	// Tests the resize bilinear for magnification (output dimensions bigger than input dimensions).
				817	LayerTestResult<float, 4> ResizeBilinearMagTest(
				818	armnn::IWorkloadFactory& workloadFactory,
				819	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	820	const armnn::DataLayout dataLayout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	821
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	822	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				823	LayerTestResult<T, 2> Rsqrt2dTestCommon(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	824	armnn::IWorkloadFactory& workloadFactory,
				825	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				826	const armnn::TensorInfo inputTensorInfo,
				827	const armnn::TensorInfo outputTensorInfo,
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	828	std::vector<T> inputValues,
				829	std::vector<T> expectedOutputValues);
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	830
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	831	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				832	LayerTestResult<T, 2> Rsqrt2dTest(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	833	armnn::IWorkloadFactory& workloadFactory,
				834	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				835
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	836	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				837	LayerTestResult<T, 3> Rsqrt3dTest(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	838	armnn::IWorkloadFactory& workloadFactory,
				839	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				840
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	841	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				842	LayerTestResult<T, 2> RsqrtZeroTest(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	843	armnn::IWorkloadFactory& workloadFactory,
				844	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				845
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	846	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				847	LayerTestResult<T, 2> RsqrtNegativeTest(
Mohamed Nour Abouelseoud	a1d3c6a	2018-12-27 12:39:16 +0000	[diff] [blame]	848	armnn::IWorkloadFactory& workloadFactory,
				849	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				850
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	851	LayerTestResult<float, 4> BatchNormTest(
				852	armnn::IWorkloadFactory& workloadFactory,
				853	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				854
				855	LayerTestResult<float, 4> BatchNormNhwcTest(
				856	armnn::IWorkloadFactory& workloadFactory,
				857	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				858
				859	LayerTestResult<float, 2> FakeQuantizationTest(
				860	armnn::IWorkloadFactory& workloadFactory,
				861	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				862
				863	LayerTestResult<float, 4> L2Normalization1dTest(
				864	armnn::IWorkloadFactory& workloadFactory,
				865	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	866	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	867
				868	LayerTestResult<float, 4> L2Normalization2dTest(
				869	armnn::IWorkloadFactory& workloadFactory,
				870	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	871	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	872
				873	LayerTestResult<float, 4> L2Normalization3dTest(
				874	armnn::IWorkloadFactory& workloadFactory,
				875	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	876	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	877
				878	LayerTestResult<float, 4> L2Normalization4dTest(
				879	armnn::IWorkloadFactory& workloadFactory,
				880	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	881	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	882
				883	LayerTestResult<float, 4> ConstantTest(
				884	armnn::IWorkloadFactory& workloadFactory,
				885	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				886
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	887	LayerTestResult<uint8_t, 4> ConstantUint8SimpleQuantizationScaleNoOffsetTest(
				888	armnn::IWorkloadFactory& workloadFactory,
				889	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				890
				891	LayerTestResult<int16_t, 4> ConstantInt16SimpleQuantizationScaleNoOffsetTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	892	armnn::IWorkloadFactory& workloadFactory,
				893	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				894
				895	LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(
				896	armnn::IWorkloadFactory& workloadFactory,
				897	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				898	float upperBound);
				899
				900	LayerTestResult<uint8_t, 4> BoundedReLuUint8Test(
				901	armnn::IWorkloadFactory& workloadFactory,
				902	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				903	float upperBound,
				904	float lowerBound);
				905
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	906	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				907	LayerTestResult<T, 2> FullyConnectedTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	908	armnn::IWorkloadFactory& workloadFactory,
				909	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				910	bool biasEnabled);
				911
				912	std::vector<LayerTestResult<uint8_t, 3>> SplitterUint8Test(
				913	armnn::IWorkloadFactory& workloadFactory,
				914	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				915
Ruomei Yan	25339c3	2019-05-28 16:48:20 +0100	[diff] [blame]	916	std::vector<LayerTestResult<int16_t, 3>> SplitterInt16Test(
				917	armnn::IWorkloadFactory& workloadFactory,
				918	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				919
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	920	LayerTestResult<uint8_t, 3> CopyViaSplitterUint8Test(
				921	armnn::IWorkloadFactory& workloadFactory,
				922	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				923
Ruomei Yan	25339c3	2019-05-28 16:48:20 +0100	[diff] [blame]	924	LayerTestResult<int16_t, 3> CopyViaSplitterInt16Test(
				925	armnn::IWorkloadFactory& workloadFactory,
				926	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				927
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	928	LayerTestResult<uint8_t, 3> ConcatUint8Test(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	929	armnn::IWorkloadFactory& workloadFactory,
				930	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				931
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	932	LayerTestResult<uint16_t, 3> ConcatUint16Test(
Jim Flynn	cbb66aa	2019-05-15 13:03:54 +0100	[diff] [blame]	933	armnn::IWorkloadFactory& workloadFactory,
				934	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				935
Jim Flynn	4ed6c83	2019-05-20 11:02:46 +0100	[diff] [blame]	936	LayerTestResult<uint8_t, 3> ConcatUint8DifferentQParamsTest(
Jim Flynn	cbb66aa	2019-05-15 13:03:54 +0100	[diff] [blame]	937	armnn::IWorkloadFactory& workloadFactory,
				938	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Ferran Balaguer	b284565	2019-02-27 09:42:06 +0000	[diff] [blame]	939
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	940	LayerTestResult<uint8_t, 4> AdditionUint8Test(
				941	armnn::IWorkloadFactory& workloadFactory,
				942	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				943
				944	LayerTestResult<uint8_t, 4> AdditionBroadcast1ElementUint8Test(
				945	armnn::IWorkloadFactory& workloadFactory,
				946	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				947
				948	LayerTestResult<uint8_t, 4> AdditionBroadcastUint8Test(
				949	armnn::IWorkloadFactory& workloadFactory,
				950	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				951
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	952	LayerTestResult<int16_t, 4> AdditionInt16Test(
				953	armnn::IWorkloadFactory& workloadFactory,
				954	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				955
				956	LayerTestResult<int16_t, 4> AdditionBroadcastInt16Test(
				957	armnn::IWorkloadFactory& workloadFactory,
				958	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				959
				960	LayerTestResult<int16_t, 4> AdditionBroadcast1ElementInt16Test(
				961	armnn::IWorkloadFactory& workloadFactory,
				962	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				963
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	964	LayerTestResult<uint8_t, 4> SubtractionUint8Test(
				965	armnn::IWorkloadFactory& workloadFactory,
				966	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				967
				968	LayerTestResult<uint8_t, 4> SubtractionBroadcast1ElementUint8Test(
				969	armnn::IWorkloadFactory& workloadFactory,
				970	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				971
				972	LayerTestResult<uint8_t, 4> SubtractionBroadcastUint8Test(
				973	armnn::IWorkloadFactory& workloadFactory,
				974	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				975
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	976	LayerTestResult<int16_t, 4> SubtractionInt16Test(
				977	armnn::IWorkloadFactory& workloadFactory,
				978	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				979
				980	LayerTestResult<int16_t, 4> SubtractionBroadcast1ElementInt16Test(
				981	armnn::IWorkloadFactory& workloadFactory,
				982	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				983
				984	LayerTestResult<int16_t, 4> SubtractionBroadcastInt16Test(
				985	armnn::IWorkloadFactory& workloadFactory,
				986	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				987
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	988	LayerTestResult<uint8_t, 4> CompareActivationUint8Test(
				989	armnn::IWorkloadFactory& workloadFactory,
				990	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				991	armnn::IWorkloadFactory& refWorkloadFactory,
				992	armnn::ActivationFunction f);
				993
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	994	LayerTestResult<int16_t, 4> CompareActivationInt16Test(
				995	armnn::IWorkloadFactory& workloadFactory,
				996	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				997	armnn::IWorkloadFactory& refWorkloadFactory,
				998	armnn::ActivationFunction f);
				999
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1000	LayerTestResult<uint8_t, 2> CompareSoftmaxUint8Test(
				1001	armnn::IWorkloadFactory& workloadFactory,
				1002	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1003	armnn::IWorkloadFactory& refWorkloadFactory,
				1004	float beta);
				1005
				1006	LayerTestResult<uint8_t, 4> MultiplicationUint8Test(
				1007	armnn::IWorkloadFactory& workloadFactory,
				1008	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1009
				1010	LayerTestResult<uint8_t, 4> MultiplicationBroadcast1ElementUint8Test(
				1011	armnn::IWorkloadFactory& workloadFactory,
				1012	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1013
				1014	LayerTestResult<uint8_t, 4> MultiplicationBroadcast1DVectorUint8Test(
				1015	armnn::IWorkloadFactory& workloadFactory,
				1016	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1017
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1018	LayerTestResult<int16_t, 4> MultiplicationInt16Test(
				1019	armnn::IWorkloadFactory& workloadFactory,
				1020	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1021
				1022	LayerTestResult<int16_t, 4> MultiplicationBroadcast1ElementInt16Test(
				1023	armnn::IWorkloadFactory& workloadFactory,
				1024	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1025
				1026	LayerTestResult<int16_t, 4> MultiplicationBroadcast1DVectorInt16Test(
				1027	armnn::IWorkloadFactory& workloadFactory,
				1028	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1029
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1030	LayerTestResult<uint8_t, 4> DivisionUint8Test(
				1031	armnn::IWorkloadFactory& workloadFactory,
				1032	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1033
				1034	LayerTestResult<uint8_t, 4> DivisionBroadcast1ElementUint8Test(
				1035	armnn::IWorkloadFactory& workloadFactory,
				1036	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1037
				1038	LayerTestResult<uint8_t, 4> DivisionBroadcast1DVectorUint8Test(
				1039	armnn::IWorkloadFactory& workloadFactory,
				1040	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1041
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1042	LayerTestResult<int16_t, 4> DivisionInt16Test(
				1043	armnn::IWorkloadFactory& workloadFactory,
				1044	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1045
				1046	LayerTestResult<int16_t, 4> DivisionBroadcast1ElementInt16Test(
				1047	armnn::IWorkloadFactory& workloadFactory,
				1048	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1049
				1050	LayerTestResult<int16_t, 4> DivisionBroadcast1DVectorInt16Test(
				1051	armnn::IWorkloadFactory& workloadFactory,
				1052	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1053
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1054	LayerTestResult<uint8_t, 4> SimpleConvolution2d3x5Uint8Test(
				1055	armnn::IWorkloadFactory& workloadFactory,
				1056	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1057	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	1058	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1059
				1060	LayerTestResult<uint8_t, 4> SimpleConvolution2d3x3Uint8Test(
				1061	armnn::IWorkloadFactory& workloadFactory,
				1062	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1063	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	1064	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1065
Mike Kelly	2f80f6e	2019-05-16 12:41:34 +0100	[diff] [blame]	1066	LayerTestResult<int16_t, 4> SimpleConvolution2d3x5QSymm16Test(
				1067	armnn::IWorkloadFactory& workloadFactory,
				1068	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1069	bool biasEnabled,
				1070	const armnn::DataLayout layout);
				1071
				1072	LayerTestResult<int16_t, 4> SimpleConvolution2d3x3QSymm16Test(
				1073	armnn::IWorkloadFactory& workloadFactory,
				1074	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1075	bool biasEnabled,
				1076	const armnn::DataLayout layout);
				1077
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1078	LayerTestResult<uint8_t, 4> DepthwiseConvolution2dUint8Test(
				1079	armnn::IWorkloadFactory& workloadFactory,
				1080	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1081	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	1082	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1083
				1084	LayerTestResult<uint8_t, 4> DepthwiseConvolution2dDepthMul1Uint8Test(
				1085	armnn::IWorkloadFactory& workloadFactory,
				1086	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1087	bool biasEnabled,
Matthew Bentham	8800c00	2018-11-19 13:19:28 +0000	[diff] [blame]	1088	const armnn::DataLayout layout);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1089
Ruomei Yan	88d44b8	2019-05-23 14:29:06 +0100	[diff] [blame]	1090	LayerTestResult<int16_t, 4> DepthwiseConvolution2dInt16Test(
				1091	armnn::IWorkloadFactory& workloadFactory,
				1092	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1093	bool biasEnabled,
				1094	const armnn::DataLayout layout);
				1095
				1096	LayerTestResult<int16_t, 4> DepthwiseConvolution2dDepthMul1Int16Test(
				1097	armnn::IWorkloadFactory& workloadFactory,
				1098	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1099	bool biasEnabled,
				1100	const armnn::DataLayout layout);
				1101
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1102	LayerTestResult<uint8_t, 4> ConstantLinearActivationUint8Test(
				1103	armnn::IWorkloadFactory& workloadFactory,
				1104	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1105
Teresa Charlin	18515e2	2019-04-24 10:17:46 +0100	[diff] [blame]	1106	LayerTestResult<int16_t, 4> ConstantLinearActivationInt16Test(
				1107	armnn::IWorkloadFactory& workloadFactory,
				1108	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1109
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1110	LayerTestResult<uint8_t, 4> ResizeBilinearNopUint8Test(
				1111	armnn::IWorkloadFactory& workloadFactory,
				1112	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1113
				1114	LayerTestResult<uint8_t, 4> SimpleResizeBilinearUint8Test(
				1115	armnn::IWorkloadFactory& workloadFactory,
				1116	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1117
				1118	LayerTestResult<uint8_t, 4> ResizeBilinearSqMinUint8Test(
				1119	armnn::IWorkloadFactory& workloadFactory,
				1120	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1121
				1122	LayerTestResult<uint8_t, 4> ResizeBilinearMinUint8Test(
				1123	armnn::IWorkloadFactory& workloadFactory,
				1124	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1125
				1126	LayerTestResult<uint8_t, 4> ResizeBilinearMagUint8Test(
				1127	armnn::IWorkloadFactory& workloadFactory,
				1128	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1129
				1130	LayerTestResult<uint8_t, 4> BatchNormUint8Test(
				1131	armnn::IWorkloadFactory& workloadFactory,
				1132	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1133
				1134	LayerTestResult<uint8_t, 4> BatchNormUint8NhwcTest(
				1135	armnn::IWorkloadFactory& workloadFactory,
				1136	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1137
Matteo Martincigh	f550713	2019-06-04 10:59:47 +0100	[diff] [blame]	1138	LayerTestResult<int16_t, 4> BatchNormInt16Test(
				1139	armnn::IWorkloadFactory& workloadFactory,
				1140	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1141
				1142	LayerTestResult<int16_t, 4> BatchNormInt16NhwcTest(
				1143	armnn::IWorkloadFactory& workloadFactory,
				1144	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1145
Nina Drozd	58ef2c6	2019-05-16 12:09:18 +0100	[diff] [blame]	1146	LayerTestResult<uint8_t, 4> ConstantUint8CustomQuantizationScaleAndOffsetTest(
				1147	armnn::IWorkloadFactory& workloadFactory,
				1148	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1149
				1150	LayerTestResult<int16_t, 4> ConstantInt16CustomQuantizationScaleAndOffsetTest(
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1151	armnn::IWorkloadFactory& workloadFactory,
				1152	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1153
				1154	LayerTestResult<uint8_t, 1> Concatenation1dUint8Test(
				1155	armnn::IWorkloadFactory& workloadFactory,
				1156	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1157
				1158	LayerTestResult<uint8_t, 2> Concatenation2dDim0Uint8Test(
				1159	armnn::IWorkloadFactory& workloadFactory,
				1160	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1161
				1162	LayerTestResult<uint8_t, 2> Concatenation2dDim1Uint8Test(
				1163	armnn::IWorkloadFactory& workloadFactory,
				1164	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1165
				1166	LayerTestResult<uint8_t, 2> Concatenation2dDim0DiffInputDimsUint8Test(
				1167	armnn::IWorkloadFactory& workloadFactory,
				1168	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1169
				1170	LayerTestResult<uint8_t, 2> Concatenation2dDim1DiffInputDimsUint8Test(
				1171	armnn::IWorkloadFactory& workloadFactory,
				1172	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1173
				1174	LayerTestResult<uint8_t, 3> Concatenation3dDim0Uint8Test(
				1175	armnn::IWorkloadFactory& workloadFactory,
				1176	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1177
				1178	LayerTestResult<uint8_t, 3> Concatenation3dDim1Uint8Test(
				1179	armnn::IWorkloadFactory& workloadFactory,
				1180	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1181
				1182	LayerTestResult<uint8_t, 3> Concatenation3dDim2Uint8Test(
				1183	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	1184	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1185	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1186
				1187	LayerTestResult<uint8_t, 3> Concatenation3dDim0DiffInputDimsUint8Test(
				1188	armnn::IWorkloadFactory& workloadFactory,
				1189	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1190
				1191	LayerTestResult<uint8_t, 3> Concatenation3dDim1DiffInputDimsUint8Test(
				1192	armnn::IWorkloadFactory& workloadFactory,
				1193	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1194
				1195	LayerTestResult<uint8_t, 3> Concatenation3dDim2DiffInputDimsUint8Test(
				1196	armnn::IWorkloadFactory& workloadFactory,
narpra01	5cdda35	2018-11-19 15:30:27 +0000	[diff] [blame]	1197	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1198	bool useSubtensor);
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1199
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1200	LayerTestResult<uint8_t, 4> EqualSimpleTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1201	armnn::IWorkloadFactory& workloadFactory,
				1202	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1203
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1204	LayerTestResult<uint8_t, 4> EqualBroadcast1ElementTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1205	armnn::IWorkloadFactory& workloadFactory,
				1206	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1207
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1208	LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorTest(
FrancisMurtagh	30cdfca	2018-12-18 12:57:35 +0000	[diff] [blame]	1209	armnn::IWorkloadFactory& workloadFactory,
				1210	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1211
				1212	LayerTestResult<uint8_t, 4> EqualUint8Test(
				1213	armnn::IWorkloadFactory& workloadFactory,
				1214	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1215
				1216	LayerTestResult<uint8_t, 4> EqualBroadcast1ElementUint8Test(
				1217	armnn::IWorkloadFactory& workloadFactory,
				1218	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1219
				1220	LayerTestResult<uint8_t, 4> EqualBroadcast1DVectorUint8Test(
				1221	armnn::IWorkloadFactory& workloadFactory,
				1222	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1223
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1224	LayerTestResult<uint8_t, 4> GreaterSimpleTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1225	armnn::IWorkloadFactory& workloadFactory,
				1226	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1227
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1228	LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1229	armnn::IWorkloadFactory& workloadFactory,
				1230	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1231
kevmay01	2b4d88e	2019-01-24 14:05:09 +0000	[diff] [blame]	1232	LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorTest(
FrancisMurtagh	878f023	2018-12-19 10:56:15 +0000	[diff] [blame]	1233	armnn::IWorkloadFactory& workloadFactory,
				1234	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1235
				1236	LayerTestResult<uint8_t, 4> GreaterUint8Test(
				1237	armnn::IWorkloadFactory& workloadFactory,
				1238	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1239
				1240	LayerTestResult<uint8_t, 4> GreaterBroadcast1ElementUint8Test(
				1241	armnn::IWorkloadFactory& workloadFactory,
				1242	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1243
				1244	LayerTestResult<uint8_t, 4> GreaterBroadcast1DVectorUint8Test(
				1245	armnn::IWorkloadFactory& workloadFactory,
				1246	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1247
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1248	LayerTestResult<float, 2> FullyConnectedLargeTest(
				1249	armnn::IWorkloadFactory& workloadFactory,
				1250	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1251	bool transposeWeights);
				1252
				1253	LayerTestResult<float, 4> SimplePermuteFloat32Test(
				1254	armnn::IWorkloadFactory& workloadFactory,
				1255	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1256
				1257	LayerTestResult<uint8_t, 4> SimplePermuteUint8Test(
				1258	armnn::IWorkloadFactory& workloadFactory,
				1259	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1260
				1261	LayerTestResult<uint8_t, 2> PadUint82dTest(
				1262	armnn::IWorkloadFactory& workloadFactory,
				1263	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1264
				1265	LayerTestResult<uint8_t, 3> PadUint83dTest(
				1266	armnn::IWorkloadFactory& workloadFactory,
				1267	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1268
				1269	LayerTestResult<uint8_t, 4> PadUint84dTest(
				1270	armnn::IWorkloadFactory& workloadFactory,
				1271	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1272
				1273	LayerTestResult<float, 2> PadFloat322dTest(
				1274	armnn::IWorkloadFactory& workloadFactory,
				1275	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1276
				1277	LayerTestResult<float, 3> PadFloat323dTest(
				1278	armnn::IWorkloadFactory& workloadFactory,
				1279	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1280
				1281	LayerTestResult<float, 4> PadFloat324dTest(
				1282	armnn::IWorkloadFactory& workloadFactory,
				1283	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1284
				1285	LayerTestResult<float, 4> PermuteFloat32ValueSet1Test(
				1286	armnn::IWorkloadFactory& workloadFactory,
				1287	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1288
				1289	LayerTestResult<float, 4> PermuteFloat32ValueSet2Test(
				1290	armnn::IWorkloadFactory& workloadFactory,
				1291	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1292
				1293	LayerTestResult<float, 4> PermuteFloat32ValueSet3Test(
				1294	armnn::IWorkloadFactory& workloadFactory,
				1295	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1296
				1297	LayerTestResult<float, 2> LstmLayerFloat32WithCifgWithPeepholeNoProjectionTest(
				1298	armnn::IWorkloadFactory& workloadFactory,
				1299	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1300
				1301	LayerTestResult<float, 2> LstmLayerFloat32NoCifgNoPeepholeNoProjectionTest(
				1302	armnn::IWorkloadFactory& workloadFactory,
				1303	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1304
				1305	LayerTestResult<float, 2> LstmLayerFloat32NoCifgWithPeepholeWithProjectionTest(
				1306	armnn::IWorkloadFactory& workloadFactory,
				1307	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1308
Conor Kennedy	b9971c9	2019-05-07 07:14:23 +0100	[diff] [blame]	1309	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionTest(
				1310	armnn::IWorkloadFactory& workloadFactory,
				1311	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1312
				1313	LayerTestResult<int16_t, 2> LstmLayerInt16WithCifgWithPeepholeNoProjectionTest(
				1314	armnn::IWorkloadFactory& workloadFactory,
				1315	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1316
				1317	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgWithPeepholeWithProjectionTest(
				1318	armnn::IWorkloadFactory& workloadFactory,
				1319	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1320
				1321	LayerTestResult<int16_t, 2> LstmLayerInt16NoCifgNoPeepholeNoProjectionInt16ConstantTest(
				1322	armnn::IWorkloadFactory& workloadFactory,
				1323	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1324
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1325	LayerTestResult<float, 4> SimpleConvertFp16ToFp32Test(
				1326	armnn::IWorkloadFactory& workloadFactory,
				1327	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1328
				1329	LayerTestResult<armnn::Half, 4> SimpleConvertFp32ToFp16Test(
				1330	armnn::IWorkloadFactory& workloadFactory,
				1331	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1332
Éanna Ó Catháin	de70558	2018-12-03 13:04:22 +0000	[diff] [blame]	1333	LayerTestResult<float, 4> MaximumSimpleTest(
				1334	armnn::IWorkloadFactory& workloadFactory,
				1335	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1336
				1337	LayerTestResult<float, 4> MaximumBroadcast1ElementTest(
				1338	armnn::IWorkloadFactory& workloadFactory,
				1339	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1340
				1341	LayerTestResult<float, 4> MaximumBroadcast1DVectorTest(
				1342	armnn::IWorkloadFactory& workloadFactory,
				1343	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1344
				1345	LayerTestResult<uint8_t , 4> MaximumUint8Test(
				1346	armnn::IWorkloadFactory& workloadFactory,
				1347	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1348
				1349	LayerTestResult<uint8_t, 4> MaximumBroadcast1ElementUint8Test(
				1350	armnn::IWorkloadFactory& workloadFactory,
				1351	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1352
				1353	LayerTestResult<uint8_t, 4> MaximumBroadcast1DVectorUint8Test(
				1354	armnn::IWorkloadFactory& workloadFactory,
				1355	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1356
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1357	LayerTestResult<int16_t , 4> MaximumInt16Test(
				1358	armnn::IWorkloadFactory& workloadFactory,
				1359	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1360
				1361	LayerTestResult<int16_t, 4> MaximumBroadcast1ElementInt16Test(
				1362	armnn::IWorkloadFactory& workloadFactory,
				1363	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1364
				1365	LayerTestResult<int16_t, 4> MaximumBroadcast1DVectorInt16Test(
				1366	armnn::IWorkloadFactory& workloadFactory,
				1367	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1368
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1369	LayerTestResult<uint8_t, 1> MeanUint8SimpleTest(
				1370	armnn::IWorkloadFactory& workloadFactory,
				1371	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1372
				1373	LayerTestResult<uint8_t, 3> MeanUint8SimpleAxisTest(
				1374	armnn::IWorkloadFactory& workloadFactory,
				1375	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1376
				1377	LayerTestResult<uint8_t, 4> MeanUint8KeepDimsTest(
				1378	armnn::IWorkloadFactory& workloadFactory,
				1379	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1380
				1381	LayerTestResult<uint8_t, 4> MeanUint8MultipleDimsTest(
				1382	armnn::IWorkloadFactory& workloadFactory,
				1383	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1384
				1385	LayerTestResult<uint8_t, 1> MeanVtsUint8Test(
				1386	armnn::IWorkloadFactory& workloadFactory,
				1387	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1388
				1389	LayerTestResult<float, 1> MeanFloatSimpleTest(
				1390	armnn::IWorkloadFactory& workloadFactory,
				1391	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1392
				1393	LayerTestResult<float, 3> MeanFloatSimpleAxisTest(
				1394	armnn::IWorkloadFactory& workloadFactory,
				1395	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1396
				1397	LayerTestResult<float, 4> MeanFloatKeepDimsTest(
				1398	armnn::IWorkloadFactory& workloadFactory,
				1399	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1400
				1401	LayerTestResult<float, 4> MeanFloatMultipleDimsTest(
				1402	armnn::IWorkloadFactory& workloadFactory,
				1403	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1404
				1405	LayerTestResult<float, 1> MeanVtsFloat1Test(
				1406	armnn::IWorkloadFactory& workloadFactory,
				1407	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1408
				1409	LayerTestResult<float, 3> MeanVtsFloat2Test(
				1410	armnn::IWorkloadFactory& workloadFactory,
				1411	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1412
				1413	LayerTestResult<float, 3> MeanVtsFloat3Test(
				1414	armnn::IWorkloadFactory& workloadFactory,
				1415	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1416
Éanna Ó Catháin	20e5880	2018-12-04 10:29:06 +0000	[diff] [blame]	1417	LayerTestResult<float, 4> MinimumBroadcast1ElementTest1(
				1418	armnn::IWorkloadFactory& workloadFactory,
				1419	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1420
				1421	LayerTestResult<float, 4> MinimumBroadcast1ElementTest2(
				1422	armnn::IWorkloadFactory& workloadFactory,
				1423	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1424
				1425	LayerTestResult<uint8_t, 4> MinimumBroadcast1DVectorUint8Test(
				1426	armnn::IWorkloadFactory & workloadFactory,
				1427	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1428
Sadik Armagan	2999a02	2019-04-09 14:20:12 +0100	[diff] [blame]	1429	LayerTestResult<int16_t , 4> MinimumInt16Test(
				1430	armnn::IWorkloadFactory& workloadFactory,
				1431	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1432
				1433	LayerTestResult<int16_t, 4> MinimumBroadcast1ElementInt16Test(
				1434	armnn::IWorkloadFactory& workloadFactory,
				1435	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1436
				1437	LayerTestResult<int16_t, 4> MinimumBroadcast1DVectorInt16Test(
				1438	armnn::IWorkloadFactory& workloadFactory,
				1439	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1440
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1441	LayerTestResult<float, 4> AdditionAfterMaxPoolTest(
				1442	armnn::IWorkloadFactory& workloadFactory,
				1443	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1444
				1445	LayerTestResult<float, 4> SpaceToBatchNdSimpleFloat32Test(
				1446	armnn::IWorkloadFactory& workloadFactory,
				1447	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1448
				1449	LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsFloat32Test(
				1450	armnn::IWorkloadFactory& workloadFactory,
				1451	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1452
				1453	LayerTestResult<float, 4> SpaceToBatchNdMultiBlockFloat32Test(
				1454	armnn::IWorkloadFactory& workloadFactory,
				1455	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1456
				1457	LayerTestResult<float, 4> SpaceToBatchNdPaddingFloat32Test(
				1458	armnn::IWorkloadFactory& workloadFactory,
				1459	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1460
				1461	LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleUint8Test(
				1462	armnn::IWorkloadFactory& workloadFactory,
				1463	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1464
				1465	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsUint8Test(
				1466	armnn::IWorkloadFactory& workloadFactory,
				1467	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1468
				1469	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockUint8Test(
				1470	armnn::IWorkloadFactory& workloadFactory,
				1471	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1472
				1473	LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingUint8Test(
				1474	armnn::IWorkloadFactory& workloadFactory,
				1475	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1476
				1477	LayerTestResult<float, 4> SpaceToBatchNdSimpleNHWCFloat32Test(
				1478	armnn::IWorkloadFactory& workloadFactory,
				1479	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1480
				1481	LayerTestResult<float, 4> SpaceToBatchNdMultiChannelsNHWCFloat32Test(
				1482	armnn::IWorkloadFactory& workloadFactory,
				1483	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1484
				1485	LayerTestResult<float, 4> SpaceToBatchNdMultiBlockNHWCFloat32Test(
				1486	armnn::IWorkloadFactory& workloadFactory,
				1487	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1488
				1489	LayerTestResult<float, 4> SpaceToBatchNdPaddingNHWCFloat32Test(
				1490	armnn::IWorkloadFactory& workloadFactory,
				1491	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1492
				1493	LayerTestResult<uint8_t, 4> SpaceToBatchNdSimpleNHWCUint8Test(
				1494	armnn::IWorkloadFactory& workloadFactory,
				1495	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1496
				1497	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiChannelsNHWCUint8Test(
				1498	armnn::IWorkloadFactory& workloadFactory,
				1499	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1500
				1501	LayerTestResult<uint8_t, 4> SpaceToBatchNdMultiBlockNHWCUint8Test(
				1502	armnn::IWorkloadFactory& workloadFactory,
				1503	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1504
				1505	LayerTestResult<uint8_t, 4> SpaceToBatchNdPaddingNHWCUint8Test(
				1506	armnn::IWorkloadFactory& workloadFactory,
				1507	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1508
nikraj01	120522a	2019-05-31 11:33:07 +0100	[diff] [blame]	1509	LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleUint16Test(
				1510	armnn::IWorkloadFactory& workloadFactory,
				1511	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1512
				1513	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsUint16Test(
				1514	armnn::IWorkloadFactory& workloadFactory,
				1515	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1516
				1517	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockUint16Test(
				1518	armnn::IWorkloadFactory& workloadFactory,
				1519	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1520
				1521	LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingUint16Test(
				1522	armnn::IWorkloadFactory& workloadFactory,
				1523	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1524
				1525	LayerTestResult<int16_t, 4> SpaceToBatchNdSimpleNHWCUint16Test(
				1526	armnn::IWorkloadFactory& workloadFactory,
				1527	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1528
				1529	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiChannelsNHWCUint16Test(
				1530	armnn::IWorkloadFactory& workloadFactory,
				1531	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1532
				1533	LayerTestResult<int16_t, 4> SpaceToBatchNdMultiBlockNHWCUint16Test(
				1534	armnn::IWorkloadFactory& workloadFactory,
				1535	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1536
				1537	LayerTestResult<int16_t, 4> SpaceToBatchNdPaddingNHWCUint16Test(
				1538	armnn::IWorkloadFactory& workloadFactory,
				1539	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1540
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1541	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test1(
				1542	armnn::IWorkloadFactory& workloadFactory,
				1543	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1544
				1545	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test2(
				1546	armnn::IWorkloadFactory& workloadFactory,
				1547	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1548
				1549	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test3(
				1550	armnn::IWorkloadFactory& workloadFactory,
				1551	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1552
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1553	LayerTestResult<float, 4> BatchToSpaceNdNhwcFloat32Test4(
				1554	armnn::IWorkloadFactory& workloadFactory,
				1555	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1556
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1557	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test1(
				1558	armnn::IWorkloadFactory &workloadFactory,
				1559	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1560
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1561	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1562	armnn::IWorkloadFactory &workloadFactory,
				1563	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1564
				1565	LayerTestResult<float, 4> BatchToSpaceNdNchwFloat32Test3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1566	armnn::IWorkloadFactory &workloadFactory,
				1567	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1568
Aron Virginas-Tar	5caf907	2018-11-14 18:35:18 +0000	[diff] [blame]	1569	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest1(
				1570	armnn::IWorkloadFactory &workloadFactory,
				1571	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1572
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1573	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1574	armnn::IWorkloadFactory &workloadFactory,
				1575	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1576
				1577	LayerTestResult<uint8_t, 4> BatchToSpaceNdNhwcUintTest3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1578	armnn::IWorkloadFactory &workloadFactory,
				1579	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1580
				1581	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest1(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1582	armnn::IWorkloadFactory &workloadFactory,
				1583	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1584
				1585	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest2(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1586	armnn::IWorkloadFactory &workloadFactory,
				1587	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1588
				1589	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest3(
Nattapat Chaimanowong	3ee1422	2019-02-27 10:28:09 +0000	[diff] [blame]	1590	armnn::IWorkloadFactory &workloadFactory,
				1591	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1592
				1593	LayerTestResult<uint8_t, 4> BatchToSpaceNdNchwUintTest4(
				1594	armnn::IWorkloadFactory &workloadFactory,
				1595	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Mike Kelly	831faed	2018-11-28 11:52:08 +0000	[diff] [blame]	1596
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1597	LayerTestResult<float, 4> StridedSlice4DFloat32Test(
				1598	armnn::IWorkloadFactory& workloadFactory,
				1599	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1600
Nattapat Chaimanowong	1216b58	2018-11-23 15:33:41 +0000	[diff] [blame]	1601	LayerTestResult<float, 4> StridedSlice4DReverseFloat32Test(
				1602	armnn::IWorkloadFactory& workloadFactory,
				1603	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1604
				1605	LayerTestResult<float, 4> StridedSliceSimpleStrideFloat32Test(
				1606	armnn::IWorkloadFactory& workloadFactory,
				1607	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1608
				1609	LayerTestResult<float, 4> StridedSliceSimpleRangeMaskFloat32Test(
				1610	armnn::IWorkloadFactory& workloadFactory,
				1611	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1612
				1613	LayerTestResult<float, 2> StridedSliceShrinkAxisMaskFloat32Test(
				1614	armnn::IWorkloadFactory& workloadFactory,
				1615	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1616
				1617	LayerTestResult<float, 3> StridedSlice3DFloat32Test(
				1618	armnn::IWorkloadFactory& workloadFactory,
				1619	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1620
				1621	LayerTestResult<float, 3> StridedSlice3DReverseFloat32Test(
				1622	armnn::IWorkloadFactory& workloadFactory,
				1623	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1624
				1625	LayerTestResult<float, 2> StridedSlice2DFloat32Test(
				1626	armnn::IWorkloadFactory& workloadFactory,
				1627	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1628
				1629	LayerTestResult<float, 2> StridedSlice2DReverseFloat32Test(
				1630	armnn::IWorkloadFactory& workloadFactory,
				1631	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1632
				1633	LayerTestResult<uint8_t, 4> StridedSlice4DUint8Test(
				1634	armnn::IWorkloadFactory& workloadFactory,
				1635	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1636
				1637	LayerTestResult<uint8_t, 4> StridedSlice4DReverseUint8Test(
				1638	armnn::IWorkloadFactory& workloadFactory,
				1639	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1640
				1641	LayerTestResult<uint8_t, 4> StridedSliceSimpleStrideUint8Test(
				1642	armnn::IWorkloadFactory& workloadFactory,
				1643	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1644
				1645	LayerTestResult<uint8_t, 4> StridedSliceSimpleRangeMaskUint8Test(
				1646	armnn::IWorkloadFactory& workloadFactory,
				1647	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1648
				1649	LayerTestResult<uint8_t, 2> StridedSliceShrinkAxisMaskUint8Test(
				1650	armnn::IWorkloadFactory& workloadFactory,
				1651	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1652
				1653	LayerTestResult<uint8_t, 3> StridedSlice3DUint8Test(
				1654	armnn::IWorkloadFactory& workloadFactory,
				1655	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1656
				1657	LayerTestResult<uint8_t, 3> StridedSlice3DReverseUint8Test(
				1658	armnn::IWorkloadFactory& workloadFactory,
				1659	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1660
				1661	LayerTestResult<uint8_t, 2> StridedSlice2DUint8Test(
				1662	armnn::IWorkloadFactory& workloadFactory,
				1663	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1664
				1665	LayerTestResult<uint8_t, 2> StridedSlice2DReverseUint8Test(
				1666	armnn::IWorkloadFactory& workloadFactory,
				1667	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1668
Matteo Martincigh	42666a1	2019-05-29 08:53:41 +0100	[diff] [blame]	1669	LayerTestResult<int16_t, 4> StridedSlice4DInt16Test(
				1670	armnn::IWorkloadFactory& workloadFactory,
				1671	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1672
				1673	LayerTestResult<int16_t, 4> StridedSlice4DReverseInt16Test(
				1674	armnn::IWorkloadFactory& workloadFactory,
				1675	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1676
				1677	LayerTestResult<int16_t, 4> StridedSliceSimpleStrideInt16Test(
				1678	armnn::IWorkloadFactory& workloadFactory,
				1679	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1680
				1681	LayerTestResult<int16_t, 4> StridedSliceSimpleRangeMaskInt16Test(
				1682	armnn::IWorkloadFactory& workloadFactory,
				1683	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1684
				1685	LayerTestResult<int16_t, 2> StridedSliceShrinkAxisMaskInt16Test(
				1686	armnn::IWorkloadFactory& workloadFactory,
				1687	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1688
				1689	LayerTestResult<int16_t, 3> StridedSlice3DInt16Test(
				1690	armnn::IWorkloadFactory& workloadFactory,
				1691	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1692
				1693	LayerTestResult<int16_t, 3> StridedSlice3DReverseInt16Test(
				1694	armnn::IWorkloadFactory& workloadFactory,
				1695	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1696
				1697	LayerTestResult<int16_t, 2> StridedSlice2DInt16Test(
				1698	armnn::IWorkloadFactory& workloadFactory,
				1699	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1700
				1701	LayerTestResult<int16_t, 2> StridedSlice2DReverseInt16Test(
				1702	armnn::IWorkloadFactory& workloadFactory,
				1703	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1704
Nattapat Chaimanowong	cfdcadf	2018-12-06 11:54:33 +0000	[diff] [blame]	1705	LayerTestResult<float, 4> Debug4DFloat32Test(
				1706	armnn::IWorkloadFactory& workloadFactory,
				1707	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1708
				1709	LayerTestResult<float, 3> Debug3DFloat32Test(
				1710	armnn::IWorkloadFactory& workloadFactory,
				1711	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1712
				1713	LayerTestResult<float, 2> Debug2DFloat32Test(
				1714	armnn::IWorkloadFactory& workloadFactory,
				1715	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1716
				1717	LayerTestResult<float, 1> Debug1DFloat32Test(
				1718	armnn::IWorkloadFactory& workloadFactory,
				1719	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1720
				1721	LayerTestResult<uint8_t, 4> Debug4DUint8Test(
				1722	armnn::IWorkloadFactory& workloadFactory,
				1723	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1724
				1725	LayerTestResult<uint8_t, 3> Debug3DUint8Test(
				1726	armnn::IWorkloadFactory& workloadFactory,
				1727	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1728
				1729	LayerTestResult<uint8_t, 2> Debug2DUint8Test(
				1730	armnn::IWorkloadFactory& workloadFactory,
				1731	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1732
				1733	LayerTestResult<uint8_t, 1> Debug1DUint8Test(
				1734	armnn::IWorkloadFactory& workloadFactory,
				1735	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Matteo Martincigh	4912402	2019-01-11 13:25:59 +0000	[diff] [blame]	1736
				1737	LayerTestResult<uint8_t, 4> PreCompiledConvolution2dTest(
				1738	armnn::IWorkloadFactory& workloadFactory,
				1739	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1740
				1741	LayerTestResult<uint8_t, 4> PreCompiledConvolution2dStride2x2Test(
				1742	armnn::IWorkloadFactory& workloadFactory,
				1743	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1744
				1745	LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dTest(
				1746	armnn::IWorkloadFactory & workloadFactory,
				1747	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1748
				1749	LayerTestResult<uint8_t, 4> PreCompiledDepthwiseConvolution2dStride2x2Test(
				1750	armnn::IWorkloadFactory & workloadFactory,
				1751	const armnn::IBackendInternal::IMemoryManagerSharedPtr & memoryManager);
				1752
				1753	LayerTestResult<uint8_t, 4> PreCompiledMaxPooling2dTest(
				1754	armnn::IWorkloadFactory& workloadFactory,
				1755	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1756
				1757	LayerTestResult<float, 4> Debug4DFloat32Test(
				1758	armnn::IWorkloadFactory& workloadFactory,
				1759	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1760
				1761	LayerTestResult<float, 3> Debug3DFloat32Test(
				1762	armnn::IWorkloadFactory& workloadFactory,
				1763	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1764
				1765	LayerTestResult<float, 2> Debug2DFloat32Test(
				1766	armnn::IWorkloadFactory& workloadFactory,
				1767	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1768
				1769	LayerTestResult<float, 1> Debug1DFloat32Test(
				1770	armnn::IWorkloadFactory& workloadFactory,
				1771	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1772
				1773	LayerTestResult<uint8_t, 4> Debug4DUint8Test(
				1774	armnn::IWorkloadFactory& workloadFactory,
				1775	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1776
				1777	LayerTestResult<uint8_t, 3> Debug3DUint8Test(
				1778	armnn::IWorkloadFactory& workloadFactory,
				1779	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1780
				1781	LayerTestResult<uint8_t, 2> Debug2DUint8Test(
				1782	armnn::IWorkloadFactory& workloadFactory,
				1783	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1784
				1785	LayerTestResult<uint8_t, 1> Debug1DUint8Test(
				1786	armnn::IWorkloadFactory& workloadFactory,
				1787	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
narpra01	4951d84	2019-01-18 16:53:53 +0000	[diff] [blame]	1788
				1789	LayerTestResult<float, 1> Gather1DParamsFloatTest(
				1790	armnn::IWorkloadFactory& workloadFactory,
				1791	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1792
				1793	LayerTestResult<uint8_t, 1> Gather1DParamsUint8Test(
				1794	armnn::IWorkloadFactory& workloadFactory,
				1795	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1796
				1797	LayerTestResult<float, 2> GatherMultiDimParamsFloatTest(
				1798	armnn::IWorkloadFactory& workloadFactory,
				1799	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1800
				1801	LayerTestResult<uint8_t, 2> GatherMultiDimParamsUint8Test(
				1802	armnn::IWorkloadFactory& workloadFactory,
				1803	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1804
				1805	LayerTestResult<float, 4> GatherMultiDimParamsMultiDimIndicesFloatTest(
				1806	armnn::IWorkloadFactory& workloadFactory,
				1807	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1808
				1809	LayerTestResult<uint8_t, 4> GatherMultiDimParamsMultiDimIndicesUint8Test(
				1810	armnn::IWorkloadFactory& workloadFactory,
				1811	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	8a54ac0	2019-03-29 15:25:04 +0000	[diff] [blame]	1812
Nattapat Chaimanowong	afa4e3a	2019-04-02 11:41:45 +0100	[diff] [blame]	1813	LayerTestResult<float, 4> DequantizeSimpleUint8Test(
				1814	armnn::IWorkloadFactory& workloadFactory,
				1815	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1816
				1817	LayerTestResult<float, 4> DequantizeOffsetUint8Test(
				1818	armnn::IWorkloadFactory& workloadFactory,
				1819	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1820
				1821	LayerTestResult<float, 4> DequantizeSimpleInt16Test(
Nattapat Chaimanowong	8a54ac0	2019-03-29 15:25:04 +0000	[diff] [blame]	1822	armnn::IWorkloadFactory& workloadFactory,
				1823	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Nattapat Chaimanowong	a0beb3b	2019-04-01 17:04:53 +0100	[diff] [blame]	1824
				1825	LayerTestResult<uint8_t, 4> QuantizeSimpleUint8Test(
				1826	armnn::IWorkloadFactory& workloadFactory,
				1827	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1828
				1829	LayerTestResult<uint8_t, 4> QuantizeClampUint8Test(
				1830	armnn::IWorkloadFactory& workloadFactory,
				1831	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
				1832
				1833	LayerTestResult<int16_t, 4> QuantizeClampInt16Test(
				1834	armnn::IWorkloadFactory& workloadFactory,
				1835	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager);
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	1836
				1837	template<typename T, typename B>
				1838	LayerTestResult<T, 2> SimpleFullyConnectedTestImpl(
				1839	armnn::IWorkloadFactory& workloadFactory,
				1840	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1841	armnn::TensorInfo inputTensorInfo,
				1842	armnn::TensorInfo outputTensorInfo,
				1843	armnn::TensorInfo weightsDesc,
				1844	armnn::TensorInfo biasesDesc,
				1845	boost::multi_array<T, 2>& weights,
				1846	boost::multi_array<B, 1>& bias,
				1847	boost::multi_array<T, 4>& input,
				1848	bool biasEnabled,
				1849	bool transposeWeights)
				1850	{
				1851	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1852	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1853
				1854	armnn::FullyConnectedQueueDescriptor data;
				1855	armnn::WorkloadInfo info;
				1856	armnn::ScopedCpuTensorHandle weightsTensor(weightsDesc);
				1857	armnn::ScopedCpuTensorHandle biasTensor(biasesDesc);
				1858
				1859	AllocateAndCopyDataToITensorHandle(&weightsTensor, &weights[0][0]);
				1860	AllocateAndCopyDataToITensorHandle(&biasTensor, &bias[0]);
				1861
				1862	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				1863	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				1864	data.m_Weight = &weightsTensor;
				1865	data.m_Bias = &biasTensor;
				1866	data.m_Parameters.m_BiasEnabled = biasEnabled;
				1867	data.m_Parameters.m_TransposeWeightMatrix = transposeWeights;
				1868
				1869	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFullyConnected(data, info);
				1870	LayerTestResult<T, 2> result(outputTensorInfo);
				1871
				1872	inputHandle->Allocate();
				1873	outputHandle->Allocate();
				1874	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				1875
				1876	ExecuteWorkload(*workload, memoryManager);
				1877
				1878	CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get());
				1879
				1880	return result;
				1881	}
				1882
				1883	template <armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				1884	std::vector<T> ConvertToDataType(const std::vector<float>& input,
				1885	const armnn::TensorInfo& inputTensorInfo)
				1886	{
				1887	std::vector<T> output(input.size());
				1888	auto outputTensorInfo = inputTensorInfo;
				1889	outputTensorInfo.SetDataType(ArmnnType);
				1890
				1891	std::unique_ptr<armnn::Encoder<float>> pOutputEncoder = armnn::MakeEncoder<float>(outputTensorInfo, output.data());
				1892	armnn::Encoder<float>& rOutputEncoder = *pOutputEncoder;
				1893
				1894	for (auto it = input.begin(); it != input.end(); ++it)
				1895	{
				1896	rOutputEncoder.Set(*it);
				1897	++rOutputEncoder;
				1898	}
				1899	return output;
				1900	}
				1901
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	1902	template<typename T>
nikraj01	93f84a9	2019-06-05 10:48:46 +0100	[diff] [blame]	1903	LayerTestResult<T, 2> Rsqrt2dTestCommon(
				1904	armnn::IWorkloadFactory& workloadFactory,
				1905	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				1906	const armnn::TensorInfo inputTensorInfo,
				1907	const armnn::TensorInfo outputTensorInfo,
				1908	std::vector<T> inputValues,
				1909	std::vector<T> expectedOutputValues)
				1910	{
				1911	auto inputTensor = MakeTensor<T, 2>(inputTensorInfo, std::vector<T>(inputValues));
				1912
				1913	LayerTestResult<T, 2> result(outputTensorInfo);
				1914	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo, std::vector<T>(expectedOutputValues));
				1915
				1916	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1917	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1918
				1919	armnn::RsqrtQueueDescriptor descriptor;
				1920
				1921	armnn::WorkloadInfo info;
				1922
				1923	AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get());
				1924	AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get());
				1925
				1926	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateRsqrt(descriptor, info);
				1927
				1928	inputHandle->Allocate();
				1929	outputHandle->Allocate();
				1930
				1931	CopyDataToITensorHandle(inputHandle.get(), &inputTensor[0][0]);
				1932
				1933	workload->PostAllocationConfigure();
				1934	workload->Execute();
				1935
				1936	CopyDataFromITensorHandle(&result.output[0][0], outputHandle.get());
				1937
				1938	return result;
				1939	}
				1940
				1941	template<armnn::DataType ArmnnType, typename T>
				1942	LayerTestResult<T, 2> Rsqrt2dTest(
				1943	armnn::IWorkloadFactory& workloadFactory,
				1944	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1945	{
				1946	const armnn::TensorShape inputShape{ 2, 2 };
				1947	const armnn::TensorShape outputShape{ 2, 2 };
				1948
				1949	const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType);
				1950	const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType);
				1951
				1952	std::vector<T> inputValues
				1953	{
				1954	1.f, 4.f,
				1955	16.f, 25.f
				1956	};
				1957
				1958	std::vector<T> expectedOutputValues
				1959	{
				1960	1.f, 0.5f,
				1961	0.25f, 0.2f
				1962	};
				1963
				1964	return Rsqrt2dTestCommon<T>(workloadFactory, memoryManager,
				1965	inputTensorInfo, outputTensorInfo,
				1966	inputValues, expectedOutputValues);
				1967	}
				1968
				1969	template<armnn::DataType ArmnnType, typename T>
				1970	LayerTestResult<T, 3> Rsqrt3dTest(
				1971	armnn::IWorkloadFactory& workloadFactory,
				1972	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				1973	{
				1974	const armnn::TensorShape inputShape{ 3, 1, 2 };
				1975	const armnn::TensorShape outputShape{ 3, 1, 2 };
				1976
				1977	const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType);
				1978	const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType);
				1979
				1980	std::vector<T> inputValues
				1981	{
				1982	1.f, 4.f, 16.f,
				1983	25.f, 64.f, 100.f
				1984	};
				1985
				1986	std::vector<T> expectedOutputValues
				1987	{
				1988	1.f, 0.5f, 0.25f,
				1989	0.2f, 0.125f, 0.1f
				1990	};
				1991
				1992	auto inputTensor = MakeTensor<T, 3>(inputTensorInfo, std::vector<T>(inputValues));
				1993
				1994	LayerTestResult<T, 3> result(outputTensorInfo);
				1995	result.outputExpected = MakeTensor<T, 3>(outputTensorInfo, std::vector<T>(expectedOutputValues));
				1996
				1997	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				1998	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				1999
				2000	armnn::RsqrtQueueDescriptor descriptor;
				2001
				2002	armnn::WorkloadInfo info;
				2003
				2004	AddInputToWorkload(descriptor, info, inputTensorInfo, inputHandle.get());
				2005	AddOutputToWorkload(descriptor, info, outputTensorInfo, outputHandle.get());
				2006
				2007	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateRsqrt(descriptor, info);
				2008
				2009	inputHandle->Allocate();
				2010	outputHandle->Allocate();
				2011
				2012	CopyDataToITensorHandle(inputHandle.get(), &inputTensor[0][0][0]);
				2013
				2014	workload->PostAllocationConfigure();
				2015	workload->Execute();
				2016
				2017	CopyDataFromITensorHandle(&result.output[0][0][0], outputHandle.get());
				2018
				2019	return result;
				2020	}
				2021
				2022	template<armnn::DataType ArmnnType, typename T>
				2023	LayerTestResult<T, 2> RsqrtZeroTest(
				2024	armnn::IWorkloadFactory& workloadFactory,
				2025	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				2026	{
				2027	const armnn::TensorShape inputShape{ 1, 2 };
				2028	const armnn::TensorShape outputShape{ 1, 2 };
				2029
				2030	const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType);
				2031	const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType);
				2032
				2033	std::vector<T> inputValues
				2034	{
				2035	0.f, -0.f
				2036	};
				2037
				2038	std::vector<T> expectedOutputValues
				2039	{
				2040	INFINITY, -INFINITY
				2041	};
				2042
				2043	return Rsqrt2dTestCommon<T>(workloadFactory, memoryManager,
				2044	inputTensorInfo, outputTensorInfo,
				2045	inputValues, expectedOutputValues);
				2046	}
				2047
				2048	template<armnn::DataType ArmnnType, typename T>
				2049	LayerTestResult<T, 2> RsqrtNegativeTest(
				2050	armnn::IWorkloadFactory& workloadFactory,
				2051	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				2052	{
				2053	const armnn::TensorShape inputShape{ 1, 2 };
				2054	const armnn::TensorShape outputShape{ 1, 2 };
				2055
				2056	const armnn::TensorInfo inputTensorInfo(inputShape, ArmnnType);
				2057	const armnn::TensorInfo outputTensorInfo(outputShape, ArmnnType);
				2058
				2059	std::vector<T> inputValues
				2060	{
				2061	-25.f, -16.f
				2062	};
				2063
				2064	std::vector<T> expectedOutputValues
				2065	{
				2066	-NAN, -NAN
				2067	};
				2068
				2069	return Rsqrt2dTestCommon<T>(workloadFactory, memoryManager,
				2070	inputTensorInfo, outputTensorInfo,
				2071	inputValues, expectedOutputValues);
				2072	}
				2073
				2074	template<typename T>
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	2075	LayerTestResult<T, 4> SimpleReshapeTestImpl(
				2076	armnn::IWorkloadFactory& workloadFactory,
				2077	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				2078	armnn::TensorInfo inputTensorInfo,
				2079	armnn::TensorInfo outputTensorInfo,
				2080	const std::vector<T>& inputData,
				2081	const std::vector<T>& outputExpectedData)
				2082	{
				2083	auto input = MakeTensor<T, 4>(inputTensorInfo, inputData);
				2084
				2085	LayerTestResult<T, 4> ret(outputTensorInfo);
				2086	ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, outputExpectedData);
				2087
				2088	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				2089	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				2090
				2091	armnn::ReshapeQueueDescriptor data;
				2092	armnn::WorkloadInfo info;
				2093	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				2094	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				2095
				2096	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateReshape(data, info);
				2097
				2098	inputHandle->Allocate();
				2099	outputHandle->Allocate();
				2100
				2101	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				2102
				2103	workload->Execute();
				2104
				2105	CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
				2106
				2107	return ret;
				2108	}
				2109
Francis Murtagh	46c09d0	2019-05-28 08:15:28 +0100	[diff] [blame]	2110	template<armnn::DataType ArmnnType, typename T>
				2111	LayerTestResult<T, 2> FullyConnectedTest(
				2112	armnn::IWorkloadFactory& workloadFactory,
				2113	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager,
				2114	bool biasEnabled)
				2115	{
				2116	constexpr static unsigned int inputWidth = 3u;
				2117	constexpr static unsigned int inputHeight = 2u;
				2118	constexpr static unsigned int inputChannels = 1u;
				2119
				2120	constexpr static unsigned int inputSize = inputWidth * inputHeight * inputChannels;
				2121
				2122	constexpr static unsigned int outputChannels = 2u;
				2123
				2124	armnn::TensorInfo inputTensorInfo({ 1, inputChannels, inputHeight, inputWidth }, ArmnnType);
				2125	inputTensorInfo.SetQuantizationScale(0.1f);
				2126	inputTensorInfo.SetQuantizationOffset(63);
				2127
				2128	armnn::TensorInfo outputTensorInfo({ 1, outputChannels }, ArmnnType);
				2129	outputTensorInfo.SetQuantizationScale(5.f);
				2130	outputTensorInfo.SetQuantizationOffset(biasEnabled ? -50 : 10);
				2131
				2132	armnn::TensorInfo weightsDesc({ outputChannels, inputSize }, ArmnnType);
				2133	weightsDesc.SetQuantizationScale(0.2f);
				2134	weightsDesc.SetQuantizationOffset(93);
				2135
				2136	armnn::TensorInfo biasesDesc({ outputChannels }, GetBiasTypeFromWeightsType(weightsDesc.GetDataType()).value());
				2137	biasesDesc.SetQuantizationScale(inputTensorInfo.GetQuantizationScale() * weightsDesc.GetQuantizationScale());
				2138	biasesDesc.SetQuantizationOffset(0);
				2139
				2140	LayerTestResult<T, 2> result(outputTensorInfo);
				2141
				2142	auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
				2143	{
				2144	-1.2f, 6.1f, -3.5f,
				2145	18.8f, -5.5f, 2.9f
				2146	},
				2147	inputTensorInfo));
				2148
				2149	auto weights = MakeTensor<T, 2>(weightsDesc, ConvertToDataType<ArmnnType>(
				2150	{
				2151	-8.4f, 20.0f, -10.4f, -8, 16.4f, -11.8f,
				2152	23.4f, 10.4f, -14.0f, -3.8f, -11.8f, 11.4f
				2153	},
				2154	weightsDesc));
				2155
				2156	auto bias = MakeTensor<int32_t, 1>(biasesDesc, std::vector<int32_t>{9250, 67500});
				2157
				2158	result = SimpleFullyConnectedTestImpl<T>(
				2159	workloadFactory,
				2160	memoryManager,
				2161	inputTensorInfo, outputTensorInfo,
				2162	weightsDesc, biasesDesc,
				2163	weights, bias, input,
				2164	biasEnabled, true
				2165	);
				2166
				2167	if (biasEnabled)
				2168	{
				2169	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo,
				2170	ConvertToDataType<ArmnnType>({80.f, 1460.f}, outputTensorInfo));
				2171	}
				2172	else
				2173	{
				2174	result.outputExpected = MakeTensor<T, 2>(outputTensorInfo,
				2175	ConvertToDataType<ArmnnType>({-107.04f, 110.f}, outputTensorInfo));
				2176	}
				2177
				2178	return result;
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	2179	}
				2180
Nina Drozd	8ed4b8c	2019-05-29 10:41:04 +0100	[diff] [blame]	2181	template<armnn::DataType ArmnnType, typename T>
				2182	LayerTestResult<T, 4> SimpleReshapeTest(
				2183	armnn::IWorkloadFactory& workloadFactory,
				2184	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				2185	{
				2186	armnn::TensorInfo inputTensorInfo;
				2187	armnn::TensorInfo outputTensorInfo;
				2188
				2189	unsigned int inputShape[] = { 2, 2, 3, 3 };
				2190	unsigned int outputShape[] = { 2, 2, 9, 1 };
				2191
				2192	inputTensorInfo = armnn::TensorInfo(4, inputShape, ArmnnType);
				2193	inputTensorInfo.SetQuantizationScale(1.0f);
				2194	outputTensorInfo = armnn::TensorInfo(4, outputShape, ArmnnType);
				2195	outputTensorInfo.SetQuantizationScale(1.0f);
				2196
				2197	auto input = ConvertToDataType<ArmnnType>(
				2198	{
				2199	0.0f, 1.0f, 2.0f,
				2200	3.0f, 4.0f, 5.0f,
				2201	6.0f, 7.0f, 8.0f,
				2202
				2203	9.0f, 10.0f, 11.0f,
				2204	12.0f, 13.0f, 14.0f,
				2205	15.0f, 16.0f, 17.0f,
				2206
				2207	18.0f, 19.0f, 20.0f,
				2208	21.0f, 22.0f, 23.0f,
				2209	24.0f, 25.0f, 26.0f,
				2210
				2211	27.0f, 28.0f, 29.0f,
				2212	30.0f, 31.0f, 32.0f,
				2213	33.0f, 34.0f, 35.0f,
				2214	},
				2215	inputTensorInfo);
				2216
				2217	auto outputExpected = ConvertToDataType<ArmnnType>(
				2218	{
				2219	0.0f, 1.0f, 2.0f, 3.0f, 4.0f, 5.0f, 6.0f, 7.0f, 8.0f,
				2220
				2221	9.0f, 10.0f, 11.0f, 12.0f, 13.0f, 14.0f, 15.0f, 16.0f, 17.0f,
				2222
				2223	18.0f, 19.0f, 20.0f, 21.0f, 22.0f, 23.0f, 24.0f, 25.0f, 26.0f,
				2224
				2225	27.0f, 28.0f, 29.0f, 30.0f, 31.0f, 32.0f, 33.0f, 34.0f, 35.0f,
				2226	},
				2227	outputTensorInfo);
				2228
				2229	return SimpleReshapeTestImpl<T>(
				2230	workloadFactory, memoryManager, inputTensorInfo, outputTensorInfo, input, outputExpected);
Matteo Martincigh	42666a1	2019-05-29 08:53:41 +0100	[diff] [blame]	2231	}
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	2232
				2233	template<armnn::DataType ArmnnType, typename T = armnn::ResolveType<ArmnnType>>
				2234	LayerTestResult<T, 4> SimpleFloorTest(
				2235	armnn::IWorkloadFactory& workloadFactory,
				2236	const armnn::IBackendInternal::IMemoryManagerSharedPtr& memoryManager)
				2237	{
James Conroy	b40d710	2019-06-04 12:32:09 +0100	[diff] [blame]	2238	armnn::TensorInfo inputTensorInfo({1, 3, 2, 3}, ArmnnType);
				2239	inputTensorInfo.SetQuantizationScale(0.1f);
				2240
				2241	armnn::TensorInfo outputTensorInfo(inputTensorInfo);
				2242	outputTensorInfo.SetQuantizationScale(0.1f);
James Conroy	83735b1	2019-05-30 16:36:59 +0100	[diff] [blame]	2243
				2244	auto input = MakeTensor<T, 4>(inputTensorInfo, ConvertToDataType<ArmnnType>(
				2245	{ -37.5f, -15.2f, -8.76f, -2.0f, -1.5f, -1.3f, -0.5f, -0.4f, 0.0f,
				2246	1.0f, 0.4f, 0.5f, 1.3f, 1.5f, 2.0f, 8.76f, 15.2f, 37.5f },
				2247	inputTensorInfo));
				2248
				2249	LayerTestResult<T, 4> ret(outputTensorInfo);
				2250	ret.outputExpected = MakeTensor<T, 4>(outputTensorInfo, ConvertToDataType<ArmnnType>(
				2251	{ -38.0f, -16.0f, -9.0f, -2.0f, -2.0f, -2.0f, -1.0f, -1.0f, 0.0f,
				2252	1.0f, 0.0f, 0.0f, 1.0f, 1.0f, 2.0f, 8.0f, 15.0f, 37.0f },
				2253	outputTensorInfo));
				2254
				2255	std::unique_ptr<armnn::ITensorHandle> inputHandle = workloadFactory.CreateTensorHandle(inputTensorInfo);
				2256	std::unique_ptr<armnn::ITensorHandle> outputHandle = workloadFactory.CreateTensorHandle(outputTensorInfo);
				2257
				2258	armnn::FloorQueueDescriptor data;
				2259	armnn::WorkloadInfo info;
				2260	AddInputToWorkload(data, info, inputTensorInfo, inputHandle.get());
				2261	AddOutputToWorkload(data, info, outputTensorInfo, outputHandle.get());
				2262
				2263	std::unique_ptr<armnn::IWorkload> workload = workloadFactory.CreateFloor(data, info);
				2264
				2265	inputHandle->Allocate();
				2266	outputHandle->Allocate();
				2267
				2268	CopyDataToITensorHandle(inputHandle.get(), &input[0][0][0][0]);
				2269
				2270	workload->Execute();
				2271
				2272	CopyDataFromITensorHandle(&ret.output[0][0][0][0], outputHandle.get());
				2273
				2274	return ret;
Matteo Martincigh	f550713	2019-06-04 10:59:47 +0100	[diff] [blame]	2275	}