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> |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 9 | #include <armnn/QuantizedLstmParams.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | #include <armnn/TensorFwd.hpp> |
| 11 | #include <armnn/Types.hpp> |
| 12 | |
| 13 | #include <armnn/INetwork.hpp> |
| 14 | |
| 15 | #include <string> |
| 16 | #include <vector> |
Derek Lamberti | 84da38b | 2019-06-13 11:40:08 +0100 | [diff] [blame] | 17 | #include <map> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | #include <memory> |
| 19 | |
| 20 | #include "Layer.hpp" |
| 21 | |
| 22 | namespace armnn |
| 23 | { |
| 24 | class Graph; |
| 25 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 26 | /// Private implementation of INetwork. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 27 | class Network final : public INetwork |
| 28 | { |
| 29 | public: |
| 30 | Network(); |
| 31 | ~Network(); |
| 32 | |
| 33 | const Graph& GetGraph() const { return *m_Graph; } |
| 34 | |
| 35 | Status PrintGraph() override; |
| 36 | |
Jan Eilers | 99d9d4a | 2019-11-06 10:02:16 +0000 | [diff] [blame] | 37 | profiling::ProfilingGuid GetGuid() const final { return m_Guid; }; |
| 38 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 39 | IConnectableLayer* AddInputLayer(LayerBindingId id, const char* name=nullptr) override; |
| 40 | |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 41 | IConnectableLayer* AddArgMinMaxLayer(const ArgMinMaxDescriptor& desc, |
| 42 | const char* name = nullptr) override; |
| 43 | |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 44 | IConnectableLayer* AddBatchToSpaceNdLayer(const BatchToSpaceNdDescriptor& batchToSpaceNdDescriptor, |
| 45 | const char* name = nullptr) override; |
| 46 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 47 | IConnectableLayer* AddComparisonLayer(const ComparisonDescriptor& comparisonDescriptor, |
| 48 | const char* name = nullptr) override; |
| 49 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 50 | IConnectableLayer* AddConcatLayer(const ConcatDescriptor& concatDescriptor, |
Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 51 | const char* name = nullptr) override; |
| 52 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 53 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 54 | const ConstTensor& weights, |
| 55 | const Optional<ConstTensor>& biases, |
| 56 | const char* name = nullptr) override; |
| 57 | |
Matteo Martincigh | fc598e1 | 2019-05-14 10:36:13 +0100 | [diff] [blame] | 58 | ARMNN_DEPRECATED_MSG("This AddConvolution2dLayer overload is deprecated") |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 59 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
| 60 | const ConstTensor& weights, |
| 61 | const char* name = nullptr) override; |
| 62 | |
Matteo Martincigh | fc598e1 | 2019-05-14 10:36:13 +0100 | [diff] [blame] | 63 | ARMNN_DEPRECATED_MSG("This AddConvolution2dLayer overload is deprecated") |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 64 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
| 65 | const ConstTensor& weights, |
| 66 | const ConstTensor& biases, |
| 67 | const char* name = nullptr) override; |
| 68 | |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 69 | IConnectableLayer* AddDepthToSpaceLayer(const DepthToSpaceDescriptor& depthToSpaceDescriptor, |
| 70 | const char* name = nullptr) override; |
| 71 | |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 72 | IConnectableLayer* AddDepthwiseConvolution2dLayer( |
| 73 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
| 74 | const ConstTensor& weights, |
| 75 | const Optional<ConstTensor>& biases, |
| 76 | const char* name = nullptr) override; |
| 77 | |
Matteo Martincigh | fc598e1 | 2019-05-14 10:36:13 +0100 | [diff] [blame] | 78 | ARMNN_DEPRECATED_MSG("This AddDepthwiseConvolution2dLayer overload is deprecated") |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 79 | IConnectableLayer* AddDepthwiseConvolution2dLayer( |
| 80 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 81 | const ConstTensor& weights, |
| 82 | const char* name = nullptr) override; |
| 83 | |
Matteo Martincigh | fc598e1 | 2019-05-14 10:36:13 +0100 | [diff] [blame] | 84 | ARMNN_DEPRECATED_MSG("This AddDepthwiseConvolution2dLayer overload is deprecated") |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 85 | IConnectableLayer* AddDepthwiseConvolution2dLayer( |
| 86 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 87 | const ConstTensor& weights, |
| 88 | const ConstTensor& biases, |
| 89 | const char* name = nullptr) override; |
| 90 | |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 91 | IConnectableLayer* AddDequantizeLayer(const char* name = nullptr) override; |
| 92 | |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 93 | IConnectableLayer* AddDetectionPostProcessLayer( |
| 94 | const DetectionPostProcessDescriptor& descriptor, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 95 | const ConstTensor& anchors, |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 96 | const char* name = nullptr) override; |
| 97 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 98 | IConnectableLayer* AddElementwiseUnaryLayer(const ElementwiseUnaryDescriptor& elementwiseUnaryDescriptor, |
| 99 | const char* name = nullptr) override; |
| 100 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 101 | IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 102 | const ConstTensor& weights, |
| 103 | const Optional<ConstTensor>& biases, |
| 104 | const char* name = nullptr) override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 105 | |
Matteo Martincigh | fc598e1 | 2019-05-14 10:36:13 +0100 | [diff] [blame] | 106 | ARMNN_DEPRECATED_MSG("This AddFullyConnectedLayer overload is deprecated") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 107 | IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 108 | const ConstTensor& weights, |
| 109 | const char* name = nullptr) override; |
| 110 | |
Matteo Martincigh | fc598e1 | 2019-05-14 10:36:13 +0100 | [diff] [blame] | 111 | ARMNN_DEPRECATED_MSG("This AddFullyConnectedLayer overload is deprecated") |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 112 | IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
| 113 | const ConstTensor& weights, |
| 114 | const ConstTensor& biases, |
| 115 | const char* name = nullptr) override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 116 | |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 117 | IConnectableLayer* AddGatherLayer(const char* name = nullptr) override; |
| 118 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 119 | IConnectableLayer* AddPermuteLayer(const PermuteDescriptor& permuteDescriptor, |
| 120 | const char* name = nullptr) override; |
| 121 | |
| 122 | IConnectableLayer* AddPooling2dLayer(const Pooling2dDescriptor& pooling2dDescriptor, |
| 123 | const char* name = nullptr) override; |
| 124 | |
| 125 | IConnectableLayer* AddActivationLayer(const ActivationDescriptor& activationDescriptor, |
| 126 | const char* name = nullptr) override; |
| 127 | |
| 128 | IConnectableLayer* AddNormalizationLayer(const NormalizationDescriptor& normalizationDescriptor, |
| 129 | const char* name = nullptr) override; |
| 130 | |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 131 | IConnectableLayer* AddSliceLayer(const SliceDescriptor& sliceDescriptor, const char* name = nullptr) override; |
| 132 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 133 | IConnectableLayer* AddSoftmaxLayer(const SoftmaxDescriptor& softmaxDescriptor, |
| 134 | const char* name = nullptr) override; |
| 135 | |
| 136 | IConnectableLayer* AddSplitterLayer(const ViewsDescriptor& splitterDescriptor, |
| 137 | const char* name = nullptr) override; |
| 138 | |
Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 139 | ARMNN_DEPRECATED_MSG("Use AddConcatLayer instead") |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 140 | IConnectableLayer* AddMergerLayer(const MergerDescriptor& mergerDescriptor, |
Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 141 | const char* name = nullptr) override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 142 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 143 | ARMNN_DEPRECATED_MSG("Use AddElementwiseUnaryLayer instead") |
Kevin May | 868eb14 | 2019-09-04 17:29:31 +0100 | [diff] [blame] | 144 | IConnectableLayer* AddAbsLayer(const char* name = nullptr) override; |
| 145 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 146 | IConnectableLayer* AddAdditionLayer(const char* name = nullptr) override; |
| 147 | |
| 148 | IConnectableLayer* AddMultiplicationLayer(const char* name = nullptr) override; |
| 149 | |
| 150 | IConnectableLayer* AddBatchNormalizationLayer(const BatchNormalizationDescriptor& desc, |
| 151 | const ConstTensor& mean, |
| 152 | const ConstTensor& variance, |
| 153 | const ConstTensor& beta, |
| 154 | const ConstTensor& gamma, |
| 155 | const char* name = nullptr) override; |
| 156 | |
Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 157 | ARMNN_DEPRECATED_MSG("Use AddResizeLayer instead") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 158 | IConnectableLayer* AddResizeBilinearLayer(const ResizeBilinearDescriptor& resizeDesc, |
| 159 | const char* name = nullptr) override; |
| 160 | |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 161 | IConnectableLayer* AddResizeLayer(const ResizeDescriptor& resizeDescriptor, |
| 162 | const char* name = nullptr) override; |
| 163 | |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 164 | IConnectableLayer* AddInstanceNormalizationLayer(const InstanceNormalizationDescriptor& desc, |
| 165 | const char* name = nullptr) override; |
| 166 | |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 167 | IConnectableLayer* AddL2NormalizationLayer(const L2NormalizationDescriptor& desc, |
| 168 | const char* name = nullptr) override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 169 | |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 170 | IConnectableLayer* AddLogSoftmaxLayer(const LogSoftmaxDescriptor& logSoftmaxDescriptor, |
| 171 | const char* name = nullptr) override; |
| 172 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 173 | IConnectableLayer* AddConstantLayer(const ConstTensor& input, const char* name = nullptr) override; |
| 174 | |
| 175 | IConnectableLayer* AddReshapeLayer(const ReshapeDescriptor& reshapeDescriptor, |
| 176 | const char* name = nullptr) override; |
| 177 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 178 | IConnectableLayer* AddSpaceToBatchNdLayer(const SpaceToBatchNdDescriptor& spaceToBatchNdDescriptor, |
| 179 | const char* name = nullptr) override; |
| 180 | |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 181 | IConnectableLayer* AddSpaceToDepthLayer(const SpaceToDepthDescriptor& spaceToDepthDescriptor, |
| 182 | const char* name = nullptr) override; |
| 183 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 184 | IConnectableLayer* AddFloorLayer(const char* name = nullptr) override; |
| 185 | |
| 186 | IConnectableLayer* AddOutputLayer(LayerBindingId id, const char* name = nullptr) override; |
| 187 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 188 | IConnectableLayer* AddLstmLayer(const LstmDescriptor& descriptor, |
| 189 | const LstmInputParams& params, |
| 190 | const char* name = nullptr) override; |
| 191 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 192 | IConnectableLayer* AddDivisionLayer(const char* name = nullptr) override; |
| 193 | |
David Beck | 1952622 | 2018-09-12 16:00:08 +0100 | [diff] [blame] | 194 | IConnectableLayer* AddSubtractionLayer(const char* name = nullptr) override; |
| 195 | |
Nattapat Chaimanowong | 5a4304a | 2018-11-28 10:44:37 +0000 | [diff] [blame] | 196 | IConnectableLayer* AddMaximumLayer(const char* name = nullptr) override; |
| 197 | |
narpra01 | 32b9046 | 2018-09-13 11:07:48 +0100 | [diff] [blame] | 198 | IConnectableLayer* AddMeanLayer(const MeanDescriptor& meanDescriptor, const char* name = nullptr) override; |
| 199 | |
Mohamed Nour Abouelseoud | 5662c20 | 2018-09-24 13:30:09 +0100 | [diff] [blame] | 200 | IConnectableLayer* AddPadLayer(const PadDescriptor& padDescriptor, const char* name = nullptr) override; |
| 201 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 202 | IConnectableLayer* AddQuantizeLayer(const char* name = nullptr) override; |
| 203 | |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 204 | IConnectableLayer* AddStridedSliceLayer(const StridedSliceDescriptor& stridedSliceDescriptor, |
| 205 | const char* name = nullptr) override; |
| 206 | |
kevmay01 | 9053969 | 2018-11-29 08:40:19 +0000 | [diff] [blame] | 207 | IConnectableLayer* AddMinimumLayer(const char* name = nullptr) override; |
| 208 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 209 | ARMNN_DEPRECATED_MSG("Use AddComparisonLayer instead") |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 210 | IConnectableLayer* AddGreaterLayer(const char* name = nullptr) override; |
| 211 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 212 | ARMNN_DEPRECATED_MSG("Use AddComparisonLayer instead") |
FrancisMurtagh | 2099595 | 2018-12-17 12:11:36 +0000 | [diff] [blame] | 213 | IConnectableLayer* AddEqualLayer(const char* name = nullptr) override; |
| 214 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 215 | ARMNN_DEPRECATED_MSG("Use AddElementwiseUnaryLayer instead") |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 216 | IConnectableLayer* AddRsqrtLayer(const char* name = nullptr) override; |
| 217 | |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 218 | IConnectableLayer* AddMergeLayer(const char* name = nullptr) override; |
| 219 | |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 220 | IConnectableLayer* AddSwitchLayer(const char* name = nullptr) override; |
| 221 | |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 222 | IConnectableLayer* AddPreluLayer(const char* name = nullptr) override; |
| 223 | |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 224 | IConnectableLayer* AddTransposeConvolution2dLayer(const TransposeConvolution2dDescriptor& descriptor, |
| 225 | const ConstTensor& weights, |
| 226 | const Optional<ConstTensor>& biases, |
| 227 | const char* name = nullptr) override; |
| 228 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame^] | 229 | IConnectableLayer* AddTransposeLayer(const TransposeDescriptor& transposeDescriptor, |
| 230 | const char* name = nullptr) override; |
| 231 | |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 232 | IConnectableLayer* AddStackLayer(const StackDescriptor& stackDescriptor, |
| 233 | const char* name = nullptr) override; |
| 234 | |
Derek Lamberti | 013c390 | 2019-10-21 10:46:16 +0100 | [diff] [blame] | 235 | IConnectableLayer* AddStandInLayer(const StandInDescriptor& descriptor, |
| 236 | const char* name = nullptr) override; |
| 237 | |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 238 | IConnectableLayer* AddQuantizedLstmLayer(const QuantizedLstmInputParams& params, |
| 239 | const char* name = nullptr) override; |
| 240 | |
Mike Kelly | 8c1701a | 2019-02-11 17:01:27 +0000 | [diff] [blame] | 241 | void Accept(ILayerVisitor& visitor) const override; |
| 242 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 243 | private: |
| 244 | IConnectableLayer* AddFullyConnectedLayerImpl(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 245 | const ConstTensor& weights, |
| 246 | const Optional<ConstTensor>& biases, |
| 247 | const char* name); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 248 | |
| 249 | IConnectableLayer* AddConvolution2dLayerImpl(const Convolution2dDescriptor& convolution2dDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 250 | const ConstTensor& weights, |
| 251 | const Optional<ConstTensor>& biases, |
| 252 | const char* name); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 253 | |
| 254 | IConnectableLayer* AddDepthwiseConvolution2dLayerImpl( |
| 255 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
| 256 | const ConstTensor& weights, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 257 | const Optional<ConstTensor>& biases, |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 258 | const char* name); |
| 259 | |
| 260 | std::unique_ptr<Graph> m_Graph; |
Jan Eilers | 99d9d4a | 2019-11-06 10:02:16 +0000 | [diff] [blame] | 261 | profiling::ProfilingGuid m_Guid; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 262 | }; |
| 263 | |
| 264 | class OptimizedNetwork final : public IOptimizedNetwork |
| 265 | { |
| 266 | public: |
| 267 | OptimizedNetwork(std::unique_ptr<Graph> graph); |
| 268 | ~OptimizedNetwork(); |
| 269 | |
| 270 | Status PrintGraph() override; |
surmeh01 | bceff2f | 2018-03-29 16:29:27 +0100 | [diff] [blame] | 271 | Status SerializeToDot(std::ostream& stream) const override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 272 | |
Jan Eilers | 99d9d4a | 2019-11-06 10:02:16 +0000 | [diff] [blame] | 273 | profiling::ProfilingGuid GetGuid() const final { return m_Guid; }; |
| 274 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 275 | Graph& GetGraph() { return *m_Graph; } |
| 276 | |
| 277 | private: |
| 278 | std::unique_ptr<Graph> m_Graph; |
Jan Eilers | 99d9d4a | 2019-11-06 10:02:16 +0000 | [diff] [blame] | 279 | profiling::ProfilingGuid m_Guid; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 280 | }; |
| 281 | |
Derek Lamberti | 84da38b | 2019-06-13 11:40:08 +0100 | [diff] [blame] | 282 | |
| 283 | |
| 284 | struct OptimizationResult |
| 285 | { |
| 286 | bool m_Warning; |
| 287 | bool m_Error; |
| 288 | |
| 289 | OptimizationResult() |
| 290 | : m_Warning(false) |
| 291 | , m_Error(false) |
| 292 | {} |
| 293 | }; |
| 294 | |
| 295 | using BackendsMap = std::map<BackendId, std::unique_ptr<class IBackendInternal>>; |
| 296 | |
| 297 | BackendsMap CreateSupportedBackends(TensorHandleFactoryRegistry& handleFactoryRegistry, |
| 298 | struct BackendSettings& backendSettings); |
| 299 | |
| 300 | OptimizationResult SelectTensorHandleStrategy(Graph& optGraph, |
| 301 | BackendsMap& backends, |
| 302 | TensorHandleFactoryRegistry& registry, |
| 303 | Optional<std::vector<std::string>&> errMessages); |
| 304 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 305 | } // namespace armnn |