Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 2 | // Copyright © 2017 Arm Ltd and Contributors. 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> |
Francis Murtagh | a49ff08 | 2022-01-17 17:08:01 +0000 | [diff] [blame] | 8 | #include <armnn/INetwork.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 9 | #include <armnn/LstmParams.hpp> |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 10 | #include <armnn/QuantizedLstmParams.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 11 | #include <armnn/TensorFwd.hpp> |
| 12 | #include <armnn/Types.hpp> |
| 13 | |
Francis Murtagh | a49ff08 | 2022-01-17 17:08:01 +0000 | [diff] [blame] | 14 | #include <Graph.hpp> |
| 15 | #include <Layer.hpp> |
| 16 | #include <OptimizedNetworkImpl.hpp> |
| 17 | #include <armnn/backends/SubgraphView.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | |
| 19 | #include <string> |
| 20 | #include <vector> |
Derek Lamberti | 84da38b | 2019-06-13 11:40:08 +0100 | [diff] [blame] | 21 | #include <map> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | #include <memory> |
| 23 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 24 | namespace armnn |
| 25 | { |
| 26 | class Graph; |
| 27 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 28 | using NetworkImplPtr = std::unique_ptr<NetworkImpl, void (*)(NetworkImpl* network)>; |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 29 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 30 | /// Private implementation of INetwork. |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 31 | class NetworkImpl |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 32 | { |
| 33 | public: |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 34 | NetworkImpl(NetworkOptions networkOptions = {}); |
| 35 | ~NetworkImpl(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 36 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 37 | const Graph& GetGraph() const |
| 38 | { return *m_Graph; } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 39 | |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 40 | Status PrintGraph(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 41 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 42 | IConnectableLayer* AddInputLayer(LayerBindingId id, const char* name = nullptr); |
| 43 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 44 | IConnectableLayer* AddActivationLayer(const ActivationDescriptor& activationDescriptor, |
| 45 | const char* name = nullptr); |
| 46 | |
| 47 | IConnectableLayer* AddAdditionLayer(const char* name = nullptr); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 48 | |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 49 | IConnectableLayer* AddArgMinMaxLayer(const ArgMinMaxDescriptor& desc, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 50 | const char* name = nullptr); |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 51 | |
Samuel Yap | 6b47809 | 2022-07-06 15:36:03 +0100 | [diff] [blame] | 52 | IConnectableLayer* AddBatchMatMulLayer(const BatchMatMulDescriptor& desc, |
| 53 | const char* name = nullptr); |
| 54 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 55 | IConnectableLayer* AddBatchNormalizationLayer(const BatchNormalizationDescriptor& desc, |
| 56 | const ConstTensor& mean, |
| 57 | const ConstTensor& variance, |
| 58 | const ConstTensor& beta, |
| 59 | const ConstTensor& gamma, |
| 60 | const char* name = nullptr); |
| 61 | |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 62 | IConnectableLayer* AddBatchToSpaceNdLayer(const BatchToSpaceNdDescriptor& batchToSpaceNdDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 63 | const char* name = nullptr); |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 64 | |
mathad01 | b392e98 | 2021-04-07 12:07:30 +0100 | [diff] [blame] | 65 | IConnectableLayer* AddCastLayer(const char* name = nullptr); |
| 66 | |
Simon Obute | 51f6777 | 2021-09-03 15:50:13 +0100 | [diff] [blame] | 67 | IConnectableLayer* AddChannelShuffleLayer(const ChannelShuffleDescriptor& channelShuffleDescriptor, |
| 68 | const char* name = nullptr); |
| 69 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 70 | IConnectableLayer* AddComparisonLayer(const ComparisonDescriptor& comparisonDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 71 | const char* name = nullptr); |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 72 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 73 | IConnectableLayer* AddConcatLayer(const ConcatDescriptor& concatDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 74 | const char* name = nullptr); |
Jim Flynn | 906f946 | 2019-05-10 13:55:21 +0100 | [diff] [blame] | 75 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 76 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
Keith Davis | b4dd5cc | 2022-04-07 11:32:00 +0100 | [diff] [blame] | 77 | const char* name = nullptr); |
| 78 | |
Teresa Charlin | 71b386d | 2022-09-28 10:25:40 +0100 | [diff] [blame^] | 79 | ARMNN_DEPRECATED_MSG_REMOVAL_DATE("This AddConvolution2dLayer overload is deprecated", "23.02") |
Keith Davis | b4dd5cc | 2022-04-07 11:32:00 +0100 | [diff] [blame] | 80 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 81 | const ConstTensor& weights, |
| 82 | const Optional<ConstTensor>& biases, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 83 | const char* name = nullptr); |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 84 | |
Teresa Charlin | 71b386d | 2022-09-28 10:25:40 +0100 | [diff] [blame^] | 85 | ARMNN_DEPRECATED_MSG_REMOVAL_DATE("This AddConvolution2dLayer overload is deprecated", "23.02") |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 86 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
| 87 | const ConstTensor& weights, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 88 | const char* name = nullptr); |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 89 | |
Teresa Charlin | 71b386d | 2022-09-28 10:25:40 +0100 | [diff] [blame^] | 90 | ARMNN_DEPRECATED_MSG_REMOVAL_DATE("This AddConvolution2dLayer overload is deprecated", "23.02") |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 91 | IConnectableLayer* AddConvolution2dLayer(const Convolution2dDescriptor& convolution2dDescriptor, |
| 92 | const ConstTensor& weights, |
| 93 | const ConstTensor& biases, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 94 | const char* name = nullptr); |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 95 | |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 96 | IConnectableLayer* AddConvolution3dLayer(const Convolution3dDescriptor& convolution3dDescriptor, |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 97 | const char* name = nullptr); |
| 98 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 99 | IConnectableLayer* AddConstantLayer(const ConstTensor& input, const char* name = nullptr); |
| 100 | |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 101 | IConnectableLayer* AddDepthToSpaceLayer(const DepthToSpaceDescriptor& depthToSpaceDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 102 | const char* name = nullptr); |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 103 | |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 104 | IConnectableLayer* AddDepthwiseConvolution2dLayer( |
| 105 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
Cathal Corbett | 0690265 | 2022-04-14 17:55:11 +0100 | [diff] [blame] | 106 | const char* name = nullptr); |
| 107 | |
| 108 | ARMNN_DEPRECATED_MSG("This AddDepthwiseConvolution2dLayer overload is deprecated") |
| 109 | IConnectableLayer* AddDepthwiseConvolution2dLayer( |
| 110 | const DepthwiseConvolution2dDescriptor& convolution2dDescriptor, |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 111 | const ConstTensor& weights, |
| 112 | const Optional<ConstTensor>& biases, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 113 | const char* name = nullptr); |
Aron Virginas-Tar | ad40270 | 2019-02-22 17:03:44 +0000 | [diff] [blame] | 114 | |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 115 | IConnectableLayer* AddDequantizeLayer(const char* name = nullptr); |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 116 | |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 117 | IConnectableLayer* AddDetectionPostProcessLayer( |
| 118 | const DetectionPostProcessDescriptor& descriptor, |
Narumol Prangnawarat | 6d302bf | 2019-02-04 11:46:26 +0000 | [diff] [blame] | 119 | const ConstTensor& anchors, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 120 | const char* name = nullptr); |
Narumol Prangnawarat | 94dd5d8 | 2019-01-23 18:06:26 +0000 | [diff] [blame] | 121 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 122 | IConnectableLayer* AddDivisionLayer(const char* name = nullptr); |
| 123 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 124 | IConnectableLayer* AddElementwiseUnaryLayer(const ElementwiseUnaryDescriptor& elementwiseUnaryDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 125 | const char* name = nullptr); |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 126 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 127 | IConnectableLayer* AddMergeLayer(const char* name = nullptr); |
| 128 | |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 129 | IConnectableLayer* AddFillLayer(const FillDescriptor& fillDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 130 | const char* name = nullptr); |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 131 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 132 | IConnectableLayer* AddFloorLayer(const char* name = nullptr); |
| 133 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 134 | IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
Matthew Sloyan | 81beae3 | 2021-07-13 19:46:11 +0100 | [diff] [blame] | 135 | const char* name = nullptr); |
| 136 | |
| 137 | IConnectableLayer* AddFullyConnectedLayer(const FullyConnectedDescriptor& fullyConnectedDescriptor, |
Sadik Armagan | f0a6dec | 2021-03-25 07:46:55 +0000 | [diff] [blame] | 138 | const Optional<ConstTensor>& weights, |
| 139 | const Optional<ConstTensor>& biases, |
| 140 | const char* name = nullptr); |
| 141 | |
Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 142 | IConnectableLayer* AddGatherLayer(const GatherDescriptor& gatherDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 143 | const char* name = nullptr); |
Teresa Charlin | 5266473 | 2020-06-29 16:27:03 +0100 | [diff] [blame] | 144 | |
Teresa Charlin | b2d3ec5 | 2022-04-12 22:07:09 +0100 | [diff] [blame] | 145 | IConnectableLayer* AddGatherNdLayer(const char* name = nullptr); |
| 146 | |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 147 | IConnectableLayer* AddInstanceNormalizationLayer(const InstanceNormalizationDescriptor& desc, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 148 | const char* name = nullptr); |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 149 | |
Matteo Martincigh | bcd3c85 | 2018-09-28 14:14:12 +0100 | [diff] [blame] | 150 | IConnectableLayer* AddL2NormalizationLayer(const L2NormalizationDescriptor& desc, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 151 | const char* name = nullptr); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 152 | |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 153 | IConnectableLayer* AddLogSoftmaxLayer(const LogSoftmaxDescriptor& logSoftmaxDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 154 | const char* name = nullptr); |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 155 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 156 | IConnectableLayer* AddLogicalBinaryLayer(const LogicalBinaryDescriptor& logicalBinaryDescriptor, |
| 157 | const char* name = nullptr); |
| 158 | |
| 159 | IConnectableLayer* AddLstmLayer(const LstmDescriptor& descriptor, |
| 160 | const LstmInputParams& params, |
| 161 | const char* name = nullptr); |
| 162 | |
| 163 | IConnectableLayer* AddMaximumLayer(const char* name = nullptr); |
| 164 | |
| 165 | IConnectableLayer* AddMeanLayer(const MeanDescriptor& meanDescriptor, const char* name = nullptr); |
| 166 | |
| 167 | IConnectableLayer* AddMinimumLayer(const char* name = nullptr); |
| 168 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 169 | IConnectableLayer* AddMultiplicationLayer(const char* name = nullptr); |
| 170 | |
| 171 | IConnectableLayer* AddNormalizationLayer(const NormalizationDescriptor& normalizationDescriptor, |
| 172 | const char* name = nullptr); |
| 173 | |
| 174 | IConnectableLayer* AddOutputLayer(LayerBindingId id, const char* name = nullptr); |
| 175 | |
| 176 | IConnectableLayer* AddPadLayer(const PadDescriptor& padDescriptor, const char* name = nullptr); |
| 177 | |
| 178 | IConnectableLayer* AddPermuteLayer(const PermuteDescriptor& permuteDescriptor, |
| 179 | const char* name = nullptr); |
| 180 | |
| 181 | IConnectableLayer* AddPooling2dLayer(const Pooling2dDescriptor& pooling2dDescriptor, |
| 182 | const char* name = nullptr); |
| 183 | |
Tamás Nyíri | 7b885b3 | 2021-10-26 14:47:57 +0100 | [diff] [blame] | 184 | IConnectableLayer* AddPooling3dLayer(const Pooling3dDescriptor& pooling3dDescriptor, |
| 185 | const char* name = nullptr); |
| 186 | |
Cathal Corbett | 18655b8 | 2021-12-13 13:03:22 +0000 | [diff] [blame] | 187 | IConnectableLayer* AddPrecompiledLayer(const PreCompiledDescriptor& preCompiledDescriptor, |
Cathal Corbett | 3ea0107 | 2022-01-06 10:29:43 +0000 | [diff] [blame] | 188 | CompiledBlobPtr compiledBlobPtr, |
Cathal Corbett | cbfd718 | 2021-12-15 17:12:59 +0000 | [diff] [blame] | 189 | const Optional<BackendId>& backend, |
| 190 | const char* name = nullptr); |
Cathal Corbett | 18655b8 | 2021-12-13 13:03:22 +0000 | [diff] [blame] | 191 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 192 | IConnectableLayer* AddPreluLayer(const char* name = nullptr); |
| 193 | |
| 194 | IConnectableLayer* AddQuantizeLayer(const char* name = nullptr); |
| 195 | |
| 196 | IConnectableLayer* AddQLstmLayer(const QLstmDescriptor& descriptor, |
| 197 | const LstmInputParams& params, |
| 198 | const char* name = nullptr); |
| 199 | |
| 200 | IConnectableLayer* AddQuantizedLstmLayer(const QuantizedLstmInputParams& params, |
| 201 | const char* name = nullptr); |
| 202 | |
| 203 | IConnectableLayer* AddRankLayer(const char* name = nullptr); |
| 204 | |
| 205 | IConnectableLayer* AddReduceLayer(const ReduceDescriptor& reduceDescriptor, |
| 206 | const char* name = nullptr); |
| 207 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 208 | IConnectableLayer* AddResizeLayer(const ResizeDescriptor& resizeDescriptor, |
| 209 | const char* name = nullptr); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 210 | |
| 211 | IConnectableLayer* AddReshapeLayer(const ReshapeDescriptor& reshapeDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 212 | const char* name = nullptr); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 213 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 214 | IConnectableLayer* AddShapeLayer(const char* name = nullptr); |
| 215 | |
| 216 | IConnectableLayer* AddSliceLayer(const SliceDescriptor& sliceDescriptor, const char* name = nullptr); |
| 217 | |
| 218 | IConnectableLayer* AddSoftmaxLayer(const SoftmaxDescriptor& softmaxDescriptor, |
| 219 | const char* name = nullptr); |
| 220 | |
| 221 | IConnectableLayer* AddSplitterLayer(const ViewsDescriptor& splitterDescriptor, |
| 222 | const char* name = nullptr); |
| 223 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 224 | IConnectableLayer* AddSpaceToBatchNdLayer(const SpaceToBatchNdDescriptor& spaceToBatchNdDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 225 | const char* name = nullptr); |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 226 | |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 227 | IConnectableLayer* AddSpaceToDepthLayer(const SpaceToDepthDescriptor& spaceToDepthDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 228 | const char* name = nullptr); |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 229 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 230 | IConnectableLayer* AddStackLayer(const StackDescriptor& stackDescriptor, |
| 231 | const char* name = nullptr); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 232 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 233 | IConnectableLayer* AddStandInLayer(const StandInDescriptor& descriptor, |
| 234 | const char* name = nullptr); |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 235 | |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 236 | IConnectableLayer* AddStridedSliceLayer(const StridedSliceDescriptor& stridedSliceDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 237 | const char* name = nullptr); |
Conor Kennedy | 430b5d8 | 2018-11-14 15:28:28 +0000 | [diff] [blame] | 238 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 239 | IConnectableLayer* AddSubtractionLayer(const char* name = nullptr); |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 240 | |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 241 | IConnectableLayer* AddSwitchLayer(const char* name = nullptr); |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 242 | |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 243 | IConnectableLayer* AddTransposeConvolution2dLayer(const TransposeConvolution2dDescriptor& descriptor, |
| 244 | const ConstTensor& weights, |
| 245 | const Optional<ConstTensor>& biases, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 246 | const char* name = nullptr); |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 247 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 248 | IConnectableLayer* AddTransposeLayer(const TransposeDescriptor& transposeDescriptor, |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 249 | const char* name = nullptr); |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 250 | |
Narumol Prangnawarat | 8ed39ae | 2021-07-15 16:16:25 +0100 | [diff] [blame] | 251 | IConnectableLayer* AddUnidirectionalSequenceLstmLayer(const UnidirectionalSequenceLstmDescriptor& descriptor, |
| 252 | const LstmInputParams& params, |
| 253 | const char* name = nullptr); |
| 254 | |
Cathal Corbett | a3f4fba | 2022-03-21 09:27:08 +0000 | [diff] [blame] | 255 | IConnectableLayer* AddConvertFp16ToFp32Layer(const char* name = nullptr); |
| 256 | |
| 257 | IConnectableLayer* AddConvertFp32ToFp16Layer(const char* name = nullptr); |
| 258 | |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 259 | void ExecuteStrategy(IStrategy& strategy) const; |
Finn Williams | b454c5c | 2021-02-09 15:56:23 +0000 | [diff] [blame] | 260 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 261 | private: |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 262 | |
Finn Williams | f24effa | 2020-07-03 10:12:03 +0100 | [diff] [blame] | 263 | bool GetShapeInferenceMethod(); |
Mike Kelly | 80512b0 | 2022-05-16 23:10:42 +0100 | [diff] [blame] | 264 | bool GetAllowExpandedDims(); |
Finn Williams | f24effa | 2020-07-03 10:12:03 +0100 | [diff] [blame] | 265 | NetworkOptions m_NetworkOptions; |
| 266 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 267 | std::unique_ptr<Graph> m_Graph; |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 268 | ModelOptions m_ModelOptions; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 269 | }; |
| 270 | |
Derek Lamberti | 84da38b | 2019-06-13 11:40:08 +0100 | [diff] [blame] | 271 | struct OptimizationResult |
| 272 | { |
| 273 | bool m_Warning; |
| 274 | bool m_Error; |
| 275 | |
Derek Lamberti | 4a9e24b | 2020-01-03 16:53:38 +0000 | [diff] [blame] | 276 | OptimizationResult(bool warning, bool error) |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 277 | : m_Warning(warning), m_Error(error) |
Derek Lamberti | 84da38b | 2019-06-13 11:40:08 +0100 | [diff] [blame] | 278 | {} |
Derek Lamberti | 4a9e24b | 2020-01-03 16:53:38 +0000 | [diff] [blame] | 279 | |
| 280 | OptimizationResult() |
| 281 | : OptimizationResult(false, false) |
| 282 | {} |
| 283 | |
Keith Davis | e4f39fd | 2021-06-10 16:27:30 +0100 | [diff] [blame] | 284 | bool IsOk() const |
| 285 | { return !m_Warning && !m_Error; } |
| 286 | bool IsWarningOnly() const |
| 287 | { return m_Warning && !m_Error; } |
| 288 | bool IsError() const |
| 289 | { return m_Error; } |
Derek Lamberti | 4a9e24b | 2020-01-03 16:53:38 +0000 | [diff] [blame] | 290 | |
Derek Lamberti | 84da38b | 2019-06-13 11:40:08 +0100 | [diff] [blame] | 291 | }; |
| 292 | |
| 293 | using BackendsMap = std::map<BackendId, std::unique_ptr<class IBackendInternal>>; |
| 294 | |
| 295 | BackendsMap CreateSupportedBackends(TensorHandleFactoryRegistry& handleFactoryRegistry, |
| 296 | struct BackendSettings& backendSettings); |
| 297 | |
| 298 | OptimizationResult SelectTensorHandleStrategy(Graph& optGraph, |
| 299 | BackendsMap& backends, |
| 300 | TensorHandleFactoryRegistry& registry, |
Narumol Prangnawarat | a2493a0 | 2020-08-19 14:39:07 +0100 | [diff] [blame] | 301 | bool importEnabled, |
Francis Murtagh | 626bd90 | 2022-06-21 13:16:23 +0000 | [diff] [blame] | 302 | bool exportEnabled, |
Derek Lamberti | 84da38b | 2019-06-13 11:40:08 +0100 | [diff] [blame] | 303 | Optional<std::vector<std::string>&> errMessages); |
| 304 | |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 305 | OptimizationResult AssignBackends(OptimizedNetworkImpl* optNetObjPtr, |
Derek Lamberti | 4a9e24b | 2020-01-03 16:53:38 +0000 | [diff] [blame] | 306 | BackendSettings& backendSettings, |
| 307 | Graph::Iterator& firstLayer, |
| 308 | Graph::Iterator& lastLayer, |
| 309 | Optional<std::vector<std::string>&> errMessages); |
| 310 | |
Francis Murtagh | 56ccf68 | 2021-12-13 18:48:12 +0000 | [diff] [blame] | 311 | |
| 312 | OptimizationResult AssignBackends(OptimizedNetworkImpl* optNetObjPtr, |
| 313 | BackendSettings& backendSettings, |
| 314 | SubgraphView::IConnectableLayerIterator& firstLayer, |
| 315 | SubgraphView::IConnectableLayerIterator& lastLayer, |
| 316 | Optional<std::vector<std::string>&> errMessages); |
| 317 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 318 | } // namespace armnn |