Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 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 | |
David Beck | dcb751f | 2018-10-03 11:42:42 +0100 | [diff] [blame] | 7 | #include <armnn/TensorFwd.hpp> |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 8 | #include <armnn/Optional.hpp> |
Matteo Martincigh | e5b8eb9 | 2019-11-28 15:45:42 +0000 | [diff] [blame] | 9 | #include <armnn/backends/ITensorHandle.hpp> |
Francis Murtagh | 3d2b4b2 | 2021-02-15 18:23:17 +0000 | [diff] [blame] | 10 | #include <armnn/INetwork.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 11 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 12 | #include <backendsCommon/Workload.hpp> |
| 13 | |
| 14 | #include <memory> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 15 | |
| 16 | namespace armnn |
| 17 | { |
| 18 | |
| 19 | class Layer; |
| 20 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 21 | // Workload factory interface for compute backends. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | class IWorkloadFactory |
| 23 | { |
| 24 | public: |
| 25 | virtual ~IWorkloadFactory() { } |
| 26 | |
Sadik Armagan | dea8fb6 | 2020-11-26 10:38:11 +0000 | [diff] [blame] | 27 | virtual void AfterWorkloadsCreated() {}; |
| 28 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 29 | virtual const BackendId& GetBackendId() const = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 30 | |
David Beck | 33f0ae0 | 2018-10-18 15:13:56 +0100 | [diff] [blame] | 31 | static bool IsLayerSupported(const BackendId& backendId, |
David Beck | dcb751f | 2018-10-03 11:42:42 +0100 | [diff] [blame] | 32 | const IConnectableLayer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 33 | Optional<DataType> dataType, |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 34 | std::string& outReasonIfUnsupported); |
David Beck | dcb751f | 2018-10-03 11:42:42 +0100 | [diff] [blame] | 35 | |
| 36 | static bool IsLayerSupported(const IConnectableLayer& layer, |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 37 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 38 | std::string& outReasonIfUnsupported); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 39 | |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 40 | static bool IsLayerSupported(const IConnectableLayer& layer, |
| 41 | Optional<DataType> dataType, |
| 42 | std::string& outReasonIfUnsupported, |
| 43 | const ModelOptions& modelOptions); |
| 44 | |
Sadik Armagan | 04a7297 | 2020-09-14 15:44:18 +0100 | [diff] [blame] | 45 | static bool IsLayerSupported(const BackendId& backendId, |
| 46 | const IConnectableLayer& layer, |
| 47 | Optional<DataType> dataType, |
| 48 | std::string& outReasonIfUnsupported, |
| 49 | const ModelOptions& modelOptions); |
| 50 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 51 | virtual bool SupportsSubTensors() const = 0; |
| 52 | |
Sadik Armagan | c83eb25 | 2020-07-22 16:32:06 +0100 | [diff] [blame] | 53 | ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateSubTensorHandle instead") |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 54 | virtual std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent, |
| 55 | TensorShape const& subTensorShape, |
| 56 | unsigned int const* subTensorOrigin |
| 57 | ) const = 0; |
| 58 | |
| 59 | virtual std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor, |
| 60 | const WorkloadInfo& info) const = 0; |
| 61 | |
Sadik Armagan | c83eb25 | 2020-07-22 16:32:06 +0100 | [diff] [blame] | 62 | ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateTensorHandle instead") |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 63 | virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
| 64 | const bool IsMemoryManaged = true) const = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 65 | |
Sadik Armagan | c83eb25 | 2020-07-22 16:32:06 +0100 | [diff] [blame] | 66 | ARMNN_DEPRECATED_MSG("Use ITensorHandleFactory::CreateTensorHandle instead") |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 67 | virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 68 | DataLayout dataLayout, |
| 69 | const bool IsMemoryManaged = true) const = 0; |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 70 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 71 | virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 72 | const WorkloadInfo& info) const; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 73 | |
| 74 | virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 75 | const WorkloadInfo& info) const; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 76 | |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 77 | virtual std::unique_ptr<IWorkload> CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 78 | const WorkloadInfo& info) const; |
| 79 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 80 | virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 81 | const WorkloadInfo& info) const; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 82 | |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 83 | virtual std::unique_ptr<IWorkload> CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 84 | const WorkloadInfo& Info) const; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 85 | |
mathad01 | b392e98 | 2021-04-07 12:07:30 +0100 | [diff] [blame] | 86 | virtual std::unique_ptr<IWorkload> CreateCast(const CastQueueDescriptor& descriptor, |
| 87 | const WorkloadInfo& Info) const; |
| 88 | |
Simon Obute | 51f6777 | 2021-09-03 15:50:13 +0100 | [diff] [blame] | 89 | virtual std::unique_ptr<IWorkload> CreateChannelShuffle(const ChannelShuffleQueueDescriptor& descriptor, |
| 90 | const WorkloadInfo& info) const; |
| 91 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 92 | virtual std::unique_ptr<IWorkload> CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 93 | const WorkloadInfo& Info) const; |
| 94 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 95 | virtual std::unique_ptr<IWorkload> CreateConcat(const ConcatQueueDescriptor& descriptor, |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 96 | const WorkloadInfo& info) const; |
| 97 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 98 | virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 99 | const WorkloadInfo& info) const; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 100 | |
Narumol Prangnawarat | 7ddbbae | 2020-03-13 10:26:05 +0000 | [diff] [blame] | 101 | virtual std::unique_ptr<IWorkload> CreateConvertBf16ToFp32(const ConvertBf16ToFp32QueueDescriptor& descriptor, |
| 102 | const WorkloadInfo& info) const; |
| 103 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 104 | virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 105 | const WorkloadInfo& info) const; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 106 | |
Narumol Prangnawarat | ea54a01 | 2020-03-16 16:36:10 +0000 | [diff] [blame] | 107 | virtual std::unique_ptr<IWorkload> CreateConvertFp32ToBf16(const ConvertFp32ToBf16QueueDescriptor& descriptor, |
| 108 | const WorkloadInfo& info) const; |
| 109 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 110 | virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 111 | const WorkloadInfo& info) const; |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 112 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 113 | virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
Matthew Sloyan | b63a311 | 2021-09-08 13:05:51 +0100 | [diff] [blame] | 114 | const WorkloadInfo& info) const; |
| 115 | |
| 116 | virtual std::unique_ptr<IWorkload> CreateConvolution3d(const Convolution3dQueueDescriptor& descriptor, |
| 117 | const WorkloadInfo& info) const; |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 118 | |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 119 | virtual std::unique_ptr<IWorkload> CreateDebug(const DebugQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 120 | const WorkloadInfo& info) const; |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 121 | |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 122 | virtual std::unique_ptr<IWorkload> CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 123 | const WorkloadInfo& info) const; |
| 124 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 125 | virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d( |
| 126 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const; |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 127 | |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 128 | virtual std::unique_ptr<IWorkload> CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 129 | const WorkloadInfo& info) const; |
| 130 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 131 | virtual std::unique_ptr<IWorkload> CreateDetectionPostProcess( |
| 132 | const DetectionPostProcessQueueDescriptor& descriptor, const WorkloadInfo& info) const; |
| 133 | |
| 134 | virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 135 | const WorkloadInfo& info) const; |
| 136 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 137 | virtual std::unique_ptr<IWorkload> CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 138 | const WorkloadInfo& Info) const; |
| 139 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 140 | virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, |
| 141 | const WorkloadInfo& info) const; |
| 142 | |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 143 | virtual std::unique_ptr<IWorkload> CreateFill(const FillQueueDescriptor& descriptor, |
| 144 | const WorkloadInfo& info) const; |
| 145 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 146 | virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, |
| 147 | const WorkloadInfo& info) const; |
| 148 | |
Francis Murtagh | 43aec58 | 2019-05-27 12:14:10 +0100 | [diff] [blame] | 149 | virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 150 | const WorkloadInfo& info) const; |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 151 | |
| 152 | virtual std::unique_ptr<IWorkload> CreateGather(const GatherQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 153 | const WorkloadInfo& info) const; |
| 154 | |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 155 | virtual std::unique_ptr<IWorkload> CreateInstanceNormalization( |
| 156 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 157 | const WorkloadInfo& info) const; |
| 158 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 159 | virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 160 | const WorkloadInfo& info) const; |
| 161 | |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 162 | virtual std::unique_ptr<IWorkload> CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, |
| 163 | const WorkloadInfo& Info) const; |
| 164 | |
| 165 | virtual std::unique_ptr<IWorkload> CreateLogicalUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 166 | const WorkloadInfo& Info) const; |
| 167 | |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 168 | virtual std::unique_ptr<IWorkload> CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, |
| 169 | const WorkloadInfo& info) const; |
| 170 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 171 | virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, |
| 172 | const WorkloadInfo& info) const; |
| 173 | |
| 174 | virtual std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 175 | const WorkloadInfo& info) const; |
| 176 | |
| 177 | virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor, |
| 178 | const WorkloadInfo& Info) const; |
| 179 | |
| 180 | virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 181 | const WorkloadInfo& info) const; |
| 182 | |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 183 | virtual std::unique_ptr<IWorkload> CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 184 | const WorkloadInfo& info) const; |
| 185 | |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 186 | virtual std::unique_ptr<IWorkload> CreateMerge(const MergeQueueDescriptor& descriptor, |
| 187 | const WorkloadInfo& info) const; |
| 188 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 189 | virtual std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 190 | const WorkloadInfo& info) const; |
| 191 | |
| 192 | virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 193 | const WorkloadInfo& info) const; |
| 194 | |
| 195 | virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 196 | const WorkloadInfo& info) const; |
| 197 | |
| 198 | virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor, |
| 199 | const WorkloadInfo& info) const; |
| 200 | |
| 201 | virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor, |
| 202 | const WorkloadInfo& Info) const; |
| 203 | |
| 204 | virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 205 | const WorkloadInfo& info) const; |
| 206 | |
| 207 | virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 208 | const WorkloadInfo& info) const; |
| 209 | |
Tamás Nyíri | 7b885b3 | 2021-10-26 14:47:57 +0100 | [diff] [blame] | 210 | virtual std::unique_ptr<IWorkload> CreatePooling3d(const Pooling3dQueueDescriptor& descriptor, |
| 211 | const WorkloadInfo& info) const; |
| 212 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 213 | virtual std::unique_ptr<IWorkload> CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 214 | const WorkloadInfo& info) const; |
| 215 | |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 216 | virtual std::unique_ptr<IWorkload> CreatePrelu(const PreluQueueDescriptor& descriptor, |
| 217 | const WorkloadInfo& info) const; |
| 218 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 219 | virtual std::unique_ptr<IWorkload> CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 220 | const WorkloadInfo& Info) const; |
| 221 | |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 222 | virtual std::unique_ptr<IWorkload> CreateQLstm(const QLstmQueueDescriptor& descriptor, |
| 223 | const WorkloadInfo& info) const; |
| 224 | |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 225 | virtual std::unique_ptr<IWorkload> CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 226 | const WorkloadInfo& info) const; |
| 227 | |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 228 | virtual std::unique_ptr<IWorkload> CreateRank(const RankQueueDescriptor& descriptor, |
| 229 | const WorkloadInfo& info) const; |
| 230 | |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 231 | virtual std::unique_ptr<IWorkload> CreateReduce(const ReduceQueueDescriptor& descriptor, |
| 232 | const WorkloadInfo& info) const; |
| 233 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 234 | virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 235 | const WorkloadInfo& info) const; |
| 236 | |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 237 | virtual std::unique_ptr<IWorkload> CreateResize(const ResizeQueueDescriptor& descriptor, |
| 238 | const WorkloadInfo& info) const; |
| 239 | |
Keith Davis | 3ae3f97 | 2021-05-21 16:33:48 +0100 | [diff] [blame] | 240 | virtual std::unique_ptr<IWorkload> CreateShape(const ShapeQueueDescriptor& descriptor, |
| 241 | const WorkloadInfo& info) const; |
| 242 | |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 243 | virtual std::unique_ptr<IWorkload> CreateSlice(const SliceQueueDescriptor& descriptor, |
| 244 | const WorkloadInfo& info) const; |
| 245 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 246 | virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 247 | const WorkloadInfo& info) const; |
| 248 | |
| 249 | virtual std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 250 | const WorkloadInfo& info) const; |
| 251 | |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 252 | virtual std::unique_ptr<IWorkload> CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 253 | const WorkloadInfo& info) const; |
| 254 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 255 | virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 256 | const WorkloadInfo& info) const; |
| 257 | |
| 258 | virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 259 | const WorkloadInfo& info) const; |
| 260 | |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 261 | virtual std::unique_ptr<IWorkload> CreateStack(const StackQueueDescriptor& descriptor, |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 262 | const WorkloadInfo& info) const; |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 263 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 264 | virtual std::unique_ptr<IWorkload> CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
| 265 | const WorkloadInfo& Info) const; |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 266 | |
| 267 | virtual std::unique_ptr<IWorkload> CreateSwitch(const SwitchQueueDescriptor& descriptor, |
| 268 | const WorkloadInfo& Info) const; |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 269 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 270 | virtual std::unique_ptr<IWorkload> CreateTranspose(const TransposeQueueDescriptor& descriptor, |
| 271 | const WorkloadInfo& info) const; |
| 272 | |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 273 | virtual std::unique_ptr<IWorkload> CreateTransposeConvolution2d( |
| 274 | const TransposeConvolution2dQueueDescriptor& descriptor, |
| 275 | const WorkloadInfo& info) const; |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 276 | |
Narumol Prangnawarat | 8ed39ae | 2021-07-15 16:16:25 +0100 | [diff] [blame] | 277 | virtual std::unique_ptr<IWorkload> CreateUnidirectionalSequenceLstm( |
| 278 | const UnidirectionalSequenceLstmQueueDescriptor& descriptor, |
| 279 | const WorkloadInfo& info) const; |
| 280 | |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 281 | private: |
| 282 | static bool IsLayerConfigurationSupported(const BackendId& backendId, |
| 283 | const IConnectableLayer& connectableLayer, |
| 284 | Optional<DataType> dataType, |
| 285 | std::string& outReasonIfUnsupported, |
| 286 | const ModelOptions& modelOptions = {}); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 287 | }; |
| 288 | |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 289 | } // namespace armnn |