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 | |
| 7 | #include <armnn/DescriptorsFwd.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 8 | #include <armnn/LstmParams.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | #include <armnn/TensorFwd.hpp> |
| 10 | #include <armnn/Types.hpp> |
| 11 | |
| 12 | #include <armnn/INetwork.hpp> |
| 13 | |
| 14 | #include <string> |
| 15 | #include <vector> |
| 16 | #include <memory> |
| 17 | |
| 18 | #include "Layer.hpp" |
| 19 | |
| 20 | namespace armnn |
| 21 | { |
| 22 | class Graph; |
| 23 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 24 | /// Private implementation of INetwork. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 25 | class Network final : public INetwork |
| 26 | { |
| 27 | public: |
| 28 | Network(); |
| 29 | ~Network(); |
| 30 | |
| 31 | const Graph& GetGraph() const { return *m_Graph; } |
| 32 | |
| 33 | Status PrintGraph() override; |
| 34 | |
| 35 | IConnectableLayer* AddInputLayer(LayerBindingId id, const char* name=nullptr) override; |
| 36 | |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 37 | IConnectableLayer* AddBatchToSpaceNdLayer(const BatchToSpaceNdDescriptor& batchToSpaceNdDescriptor, |
| 38 | const char* name = nullptr) override; |
| 39 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 40 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 41 | const ConstTensor& weights, |
| 42 | const Optional<ConstTensor>& biases, |
| 43 | const char* name = nullptr) override; |
| 44 | |
| 45 | /// @deprecated |
| 46 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
| 47 | const ConstTensor& weights, |
| 48 | const char* name = nullptr) override; |
| 49 | |
| 50 | /// @deprecated |
| 51 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
| 52 | const ConstTensor& weights, |
| 53 | const ConstTensor& biases, |
| 54 | const char* name = nullptr) override; |
| 55 | |
| 56 | IConnectableLayer* AddDepthwiseConvolution2dLayer( |
| 57 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
| 58 | const ConstTensor& weights, |
| 59 | const Optional<ConstTensor>& biases, |
| 60 | const char* name = nullptr) override; |
| 61 | |
| 62 | /// @deprecated |
| 63 | IConnectableLayer* AddDepthwiseConvolution2dLayer( |
| 64 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 65 | const ConstTensor& weights, |
| 66 | const char* name = nullptr) override; |
| 67 | |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 68 | /// @deprecated |
| 69 | IConnectableLayer* AddDepthwiseConvolution2dLayer( |
| 70 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 71 | const ConstTensor& weights, |
| 72 | const ConstTensor& biases, |
| 73 | const char* name = nullptr) override; |
| 74 | |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 75 | IConnectableLayer* AddDequantizeLayer(const char* name = nullptr) override; |
| 76 | |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 77 | IConnectableLayer* AddDetectionPostProcessLayer( |
| 78 | const DetectionPostProcessDescriptor& descriptor, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 79 | const ConstTensor& anchors, |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 80 | const char* name = nullptr) override; |
| 81 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 82 | IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 83 | const ConstTensor& weights, |
| 84 | const Optional<ConstTensor>& biases, |
| 85 | const char* name = nullptr) override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 86 | |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 87 | /// @deprecated |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 88 | IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 89 | const ConstTensor& weights, |
| 90 | const char* name = nullptr) override; |
| 91 | |
| 92 | /// @deprecated |
| 93 | IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
| 94 | const ConstTensor& weights, |
| 95 | const ConstTensor& biases, |
| 96 | const char* name = nullptr) override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 97 | |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 98 | IConnectableLayer* AddGatherLayer(const char* name = nullptr) override; |
| 99 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 100 | IConnectableLayer* AddPermuteLayer(const PermuteDescriptor& permuteDescriptor, |
| 101 | const char* name = nullptr) override; |
| 102 | |
| 103 | IConnectableLayer* AddPooling2dLayer(const Pooling2dDescriptor& pooling2dDescriptor, |
| 104 | const char* name = nullptr) override; |
| 105 | |
| 106 | IConnectableLayer* AddActivationLayer(const ActivationDescriptor& activationDescriptor, |
| 107 | const char* name = nullptr) override; |
| 108 | |
| 109 | IConnectableLayer* AddNormalizationLayer(const NormalizationDescriptor& normalizationDescriptor, |
| 110 | const char* name = nullptr) override; |
| 111 | |
| 112 | IConnectableLayer* AddSoftmaxLayer(const SoftmaxDescriptor& softmaxDescriptor, |
| 113 | const char* name = nullptr) override; |
| 114 | |
| 115 | IConnectableLayer* AddSplitterLayer(const ViewsDescriptor& splitterDescriptor, |
| 116 | const char* name = nullptr) override; |
| 117 | |
| 118 | IConnectableLayer* AddMergerLayer(const OriginsDescriptor& mergerDescriptor, |
| 119 | const char* name = nullptr) override; |
| 120 | |
| 121 | IConnectableLayer* AddAdditionLayer(const char* name = nullptr) override; |
| 122 | |
| 123 | IConnectableLayer* AddMultiplicationLayer(const char* name = nullptr) override; |
| 124 | |
| 125 | IConnectableLayer* AddBatchNormalizationLayer(const BatchNormalizationDescriptor& desc, |
| 126 | const ConstTensor& mean, |
| 127 | const ConstTensor& variance, |
| 128 | const ConstTensor& beta, |
| 129 | const ConstTensor& gamma, |
| 130 | const char* name = nullptr) override; |
| 131 | |
| 132 | IConnectableLayer* AddResizeBilinearLayer(const ResizeBilinearDescriptor& resizeDesc, |
| 133 | const char* name = nullptr) override; |
| 134 | |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 135 | IConnectableLayer* AddL2NormalizationLayer(const L2NormalizationDescriptor& desc, |
| 136 | const char* name = nullptr) override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 137 | |
| 138 | IConnectableLayer* AddConstantLayer(const ConstTensor& input, const char* name = nullptr) override; |
| 139 | |
| 140 | IConnectableLayer* AddReshapeLayer(const ReshapeDescriptor& reshapeDescriptor, |
| 141 | const char* name = nullptr) override; |
| 142 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 143 | IConnectableLayer* AddSpaceToBatchNdLayer(const SpaceToBatchNdDescriptor& spaceToBatchNdDescriptor, |
| 144 | const char* name = nullptr) override; |
| 145 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 146 | IConnectableLayer* AddFloorLayer(const char* name = nullptr) override; |
| 147 | |
| 148 | IConnectableLayer* AddOutputLayer(LayerBindingId id, const char* name = nullptr) override; |
| 149 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 150 | IConnectableLayer* AddLstmLayer(const LstmDescriptor& descriptor, |
| 151 | const LstmInputParams& params, |
| 152 | const char* name = nullptr) override; |
| 153 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 154 | IConnectableLayer* AddDivisionLayer(const char* name = nullptr) override; |
| 155 | |
David Beck | 1952622 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 156 | IConnectableLayer* AddSubtractionLayer(const char* name = nullptr) override; |
| 157 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 158 | IConnectableLayer* AddMaximumLayer(const char* name = nullptr) override; |
| 159 | |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 160 | IConnectableLayer* AddMeanLayer(const MeanDescriptor& meanDescriptor, const char* name = nullptr) override; |
| 161 | |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 162 | IConnectableLayer* AddPadLayer(const PadDescriptor& padDescriptor, const char* name = nullptr) override; |
| 163 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 164 | IConnectableLayer* AddQuantizeLayer(const char* name = nullptr) override; |
| 165 | |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 166 | IConnectableLayer* AddStridedSliceLayer(const StridedSliceDescriptor& stridedSliceDescriptor, |
| 167 | const char* name = nullptr) override; |
| 168 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 169 | IConnectableLayer* AddMinimumLayer(const char* name = nullptr) override; |
| 170 | |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 171 | IConnectableLayer* AddGreaterLayer(const char* name = nullptr) override; |
| 172 | |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 173 | IConnectableLayer* AddEqualLayer(const char* name = nullptr) override; |
| 174 | |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 175 | IConnectableLayer* AddRsqrtLayer(const char* name = nullptr) override; |
| 176 | |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 177 | IConnectableLayer* AddMergeLayer(const char* name = nullptr) override; |
| 178 | |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame^] | 179 | IConnectableLayer* AddSwitchLayer(const char* name = nullptr) override; |
| 180 | |
Mike Kelly | 8c1701a | 2019-02-11 17:01:27 +0000 | [diff] [blame] | 181 | void Accept(ILayerVisitor& visitor) const override; |
| 182 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 183 | private: |
| 184 | IConnectableLayer* AddFullyConnectedLayerImpl(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 185 | const ConstTensor& weights, |
| 186 | const Optional<ConstTensor>& biases, |
| 187 | const char* name); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 188 | |
| 189 | IConnectableLayer* AddConvolution2dLayerImpl(const Convolution2dDescriptor& convolution2dDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 190 | const ConstTensor& weights, |
| 191 | const Optional<ConstTensor>& biases, |
| 192 | const char* name); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 193 | |
| 194 | IConnectableLayer* AddDepthwiseConvolution2dLayerImpl( |
| 195 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
| 196 | const ConstTensor& weights, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 197 | const Optional<ConstTensor>& biases, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 198 | const char* name); |
| 199 | |
| 200 | std::unique_ptr<Graph> m_Graph; |
| 201 | }; |
| 202 | |
| 203 | class OptimizedNetwork final : public IOptimizedNetwork |
| 204 | { |
| 205 | public: |
| 206 | OptimizedNetwork(std::unique_ptr<Graph> graph); |
| 207 | ~OptimizedNetwork(); |
| 208 | |
| 209 | Status PrintGraph() override; |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 210 | Status SerializeToDot(std::ostream& stream) const override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 211 | |
| 212 | Graph& GetGraph() { return *m_Graph; } |
| 213 | |
| 214 | private: |
| 215 | std::unique_ptr<Graph> m_Graph; |
| 216 | }; |
| 217 | |
| 218 | } // namespace armnn |