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review.mlplatform.org / ml / armnn / 2099595bac339c953bf4291be12703c8845e916e / . / src / backends / reference / RefWorkloadFactory.hpp
blob: f4401ccb6efb048d4ab41a04c80c9fd10864797e [file] [log] [blame]
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]1//
2// Copyright © 2017 Arm Ltd. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +0100[diff] [blame]3// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]4//
5#pragma once
6
David Beck29c75de2018-10-23 13:35:58 +0100[diff] [blame]7#include <armnn/Optional.hpp>
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +0000[diff] [blame]8#include <backendsCommon/WorkloadFactory.hpp>
9#include <backendsCommon/OutputHandler.hpp>
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]10
11#include <boost/core/ignore_unused.hpp>
David Beck29c75de2018-10-23 13:35:58 +0100[diff] [blame]12
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]13
14namespace armnn
15{
16
17template <typename QueueDescriptorType>
18constexpr bool IsOperationQueueDescriptor(const QueueDescriptorType&) { return true; }
19
20template <>
21constexpr bool IsOperationQueueDescriptor(const MemCopyQueueDescriptor&) { return false; }
22
23template <>
24constexpr bool IsOperationQueueDescriptor(const ConstantQueueDescriptor&) { return false; }
25
26template <>
27constexpr bool IsOperationQueueDescriptor(const PermuteQueueDescriptor&) { return false; }
28
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]29// Reference workload factory.
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]30class RefWorkloadFactory : public IWorkloadFactory
31{
32public:
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]33 explicit RefWorkloadFactory();
34 virtual ~RefWorkloadFactory() {}
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]35
David Beck79141b92018-10-23 16:09:36 +0100[diff] [blame]36 const BackendId& GetBackendId() const override;
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]37
David Beck29c75de2018-10-23 13:35:58 +0100[diff] [blame]38 static bool IsLayerSupported(const Layer& layer,
39 Optional<DataType> dataType,
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]40 std::string& outReasonIfUnsupported);
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]41
42 virtual bool SupportsSubTensors() const override { return false; }
43
44 virtual std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent,
45 TensorShape const& subTensorShape,
46 unsigned int const* subTensorOrigin) const override
47 {
48 boost::ignore_unused(parent, subTensorShape, subTensorOrigin);
49 return nullptr;
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]50 }
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]51
52 virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo) const override;
53
Francis Murtagh351d13d2018-09-24 15:01:18 +0100[diff] [blame]54 virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo,
55 DataLayout dataLayout) const override;
56
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]57 virtual std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor,
58 const WorkloadInfo& info) const override;
59
60 virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor,
61 const WorkloadInfo& info) const override;
62
63 virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor,
64 const WorkloadInfo& info) const override;
65
66 virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor,
67 const WorkloadInfo& info) const override;
68
69 virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor,
70 const WorkloadInfo& info) const override;
71
72 virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor,
73 const WorkloadInfo& info) const override;
74
75 virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor,
76 const WorkloadInfo& info) const override;
77
78 virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor,
79 const WorkloadInfo& info) const override;
80
81 virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor,
82 const WorkloadInfo& info) const override;
83
84 virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor,
85 const WorkloadInfo& info) const override;
86
87 virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d(
88 const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override;
89
90 virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor,
91 const WorkloadInfo& info) const override;
92
93 virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor,
94 const WorkloadInfo& info) const override;
95
96 virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor,
97 const WorkloadInfo& info) const override;
98
99 virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor,
100 const WorkloadInfo& info) const override;
101
102 virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor,
103 const WorkloadInfo& info) const override;
104
105 virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor,
106 const WorkloadInfo& info) const override;
107
108 virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor,
109 const WorkloadInfo& info) const override;
110
111 virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor,
112 const WorkloadInfo& info) const override;
113
114 virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor,
115 const WorkloadInfo& info) const override;
116
117 virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor,
118 const WorkloadInfo& info) const override;
119
Nattapat Chaimanowong207ef9a2018-11-02 10:57:25 +0000[diff] [blame]120 virtual std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor,
121 const WorkloadInfo& info) const override;
122
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]123 virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor,
124 const WorkloadInfo& info) const override;
125
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]126 virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor,
127 const WorkloadInfo& info) const override;
128
129 virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor,
130 const WorkloadInfo& info) const override;
131
132 virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor,
133 const WorkloadInfo& info) const override;
134
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]135 virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor,
136 const WorkloadInfo& info) const override;
137
David Beckc2044fe2018-09-05 15:00:38 +0100[diff] [blame]138 virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor,
139 const WorkloadInfo& info) const override;
narpra01a6bf9122018-09-10 09:50:09 +0100[diff] [blame]140
Nattapat Chaimanowong5a4304a2018-11-28 10:44:37 +0000[diff] [blame]141 virtual std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor,
142 const WorkloadInfo& info) const override;
143
narpra01a6bf9122018-09-10 09:50:09 +0100[diff] [blame]144 virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor,
145 const WorkloadInfo& Info) const override;
jimfly012c9322a2018-09-19 10:59:49 +0100[diff] [blame]146
147 virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor,
148 const WorkloadInfo& info) const override;
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +0000[diff] [blame]149
FrancisMurtagh20995952018-12-17 12:11:36 +0000[diff] [blame^]150 virtual std::unique_ptr<IWorkload> CreateEqual(const EqualQueueDescriptor& descriptor,
151 const WorkloadInfo& info) const override;
152
Éanna Ó Catháin4e1e1362018-11-12 11:36:34 +0000[diff] [blame]153 virtual std::unique_ptr<IWorkload> CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor,
154 const WorkloadInfo& info) const override;
Conor Kennedy430b5d82018-11-14 15:28:28 +0000[diff] [blame]155
156 virtual std::unique_ptr<IWorkload> CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor,
157 const WorkloadInfo& info) const override;
kevmay0190539692018-11-29 08:40:19 +0000[diff] [blame]158
159 virtual std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& descriptor,
160 const WorkloadInfo& info) const override;
Nattapat Chaimanowonga9a1cf12018-12-03 16:06:49 +0000[diff] [blame]161
Matteo Martincigh59a950c2018-12-13 12:48:25 +0000[diff] [blame]162 virtual std::unique_ptr<IWorkload> CreateGreater(const GreaterQueueDescriptor& descriptor,
163 const WorkloadInfo& info) const override;
164
Nattapat Chaimanowonga9a1cf12018-12-03 16:06:49 +0000[diff] [blame]165 virtual std::unique_ptr<IWorkload> CreateDebug(const DebugQueueDescriptor& descriptor,
166 const WorkloadInfo& info) const override;
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]167private:
168
169 template <typename F32Workload, typename U8Workload, typename QueueDescriptorType>
170 std::unique_ptr<IWorkload> MakeWorkload(const QueueDescriptorType& descriptor, const WorkloadInfo& info) const;
171
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]172};
173
174} // namespace armnn