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 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 71 | ARMNN_DEPRECATED_MSG("Use CreateElementwiseUnary instead") |
Kevin May | 868eb14 | 2019-09-04 17:29:31 +0100 | [diff] [blame] | 72 | virtual std::unique_ptr<IWorkload> CreateAbs(const AbsQueueDescriptor& descriptor, |
| 73 | const WorkloadInfo& info) const; |
| 74 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 75 | virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 76 | const WorkloadInfo& info) const; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 77 | |
| 78 | virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 79 | const WorkloadInfo& info) const; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 80 | |
Nikhil Raj | ee391d5 | 2019-09-05 17:50:44 +0100 | [diff] [blame] | 81 | virtual std::unique_ptr<IWorkload> CreateArgMinMax(const ArgMinMaxQueueDescriptor& descriptor, |
| 82 | const WorkloadInfo& info) const; |
| 83 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 84 | virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 85 | const WorkloadInfo& info) const; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 86 | |
Éanna Ó Catháin | 4e1e136 | 2018-11-12 11:36:34 +0000 | [diff] [blame] | 87 | virtual std::unique_ptr<IWorkload> CreateBatchToSpaceNd(const BatchToSpaceNdQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 88 | const WorkloadInfo& Info) const; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 89 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 90 | virtual std::unique_ptr<IWorkload> CreateComparison(const ComparisonQueueDescriptor& descriptor, |
| 91 | const WorkloadInfo& Info) const; |
| 92 | |
Jim Flynn | e242f2d | 2019-05-22 14:24:13 +0100 | [diff] [blame] | 93 | virtual std::unique_ptr<IWorkload> CreateConcat(const ConcatQueueDescriptor& descriptor, |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 94 | const WorkloadInfo& info) const; |
| 95 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 96 | virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 97 | const WorkloadInfo& info) const; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 98 | |
Narumol Prangnawarat | 7ddbbae | 2020-03-13 10:26:05 +0000 | [diff] [blame] | 99 | virtual std::unique_ptr<IWorkload> CreateConvertBf16ToFp32(const ConvertBf16ToFp32QueueDescriptor& descriptor, |
| 100 | const WorkloadInfo& info) const; |
| 101 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 102 | virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 103 | const WorkloadInfo& info) const; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 104 | |
Narumol Prangnawarat | ea54a01 | 2020-03-16 16:36:10 +0000 | [diff] [blame] | 105 | virtual std::unique_ptr<IWorkload> CreateConvertFp32ToBf16(const ConvertFp32ToBf16QueueDescriptor& descriptor, |
| 106 | const WorkloadInfo& info) const; |
| 107 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 108 | virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 109 | const WorkloadInfo& info) const; |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 110 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 111 | virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 112 | const WorkloadInfo& info) const; |
Matteo Martincigh | 59a950c | 2018-12-13 12:48:25 +0000 | [diff] [blame] | 113 | |
Nattapat Chaimanowong | a9a1cf1 | 2018-12-03 16:06:49 +0000 | [diff] [blame] | 114 | virtual std::unique_ptr<IWorkload> CreateDebug(const DebugQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 115 | const WorkloadInfo& info) const; |
Mohamed Nour Abouelseoud | a1d3c6a | 2018-12-27 12:39:16 +0000 | [diff] [blame] | 116 | |
Aron Virginas-Tar | dd6247f | 2019-09-19 14:31:17 +0100 | [diff] [blame] | 117 | virtual std::unique_ptr<IWorkload> CreateDepthToSpace(const DepthToSpaceQueueDescriptor& descriptor, |
| 118 | const WorkloadInfo& info) const; |
| 119 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 120 | virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d( |
| 121 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const; |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 122 | |
Nattapat Chaimanowong | e4294fd | 2019-03-28 09:56:53 +0000 | [diff] [blame] | 123 | virtual std::unique_ptr<IWorkload> CreateDequantize(const DequantizeQueueDescriptor& descriptor, |
| 124 | const WorkloadInfo& info) const; |
| 125 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 126 | virtual std::unique_ptr<IWorkload> CreateDetectionPostProcess( |
| 127 | const DetectionPostProcessQueueDescriptor& descriptor, const WorkloadInfo& info) const; |
| 128 | |
| 129 | virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 130 | const WorkloadInfo& info) const; |
| 131 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 132 | virtual std::unique_ptr<IWorkload> CreateElementwiseUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 133 | const WorkloadInfo& Info) const; |
| 134 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 135 | ARMNN_DEPRECATED_MSG("Use CreateComparison instead") |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 136 | virtual std::unique_ptr<IWorkload> CreateEqual(const EqualQueueDescriptor& descriptor, |
| 137 | const WorkloadInfo& Info) const; |
| 138 | |
| 139 | virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, |
| 140 | const WorkloadInfo& info) const; |
| 141 | |
Ryan OShea | ec6c680 | 2020-06-05 17:17:06 +0100 | [diff] [blame] | 142 | virtual std::unique_ptr<IWorkload> CreateFill(const FillQueueDescriptor& descriptor, |
| 143 | const WorkloadInfo& info) const; |
| 144 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 145 | virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, |
| 146 | const WorkloadInfo& info) const; |
| 147 | |
Francis Murtagh | 43aec58 | 2019-05-27 12:14:10 +0100 | [diff] [blame] | 148 | virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 149 | const WorkloadInfo& info) const; |
narpra01 | b89b05f | 2019-01-16 09:53:09 +0000 | [diff] [blame] | 150 | |
| 151 | virtual std::unique_ptr<IWorkload> CreateGather(const GatherQueueDescriptor& descriptor, |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 152 | const WorkloadInfo& info) const; |
| 153 | |
Aron Virginas-Tar | 77bfb5e | 2019-10-16 17:45:38 +0100 | [diff] [blame] | 154 | ARMNN_DEPRECATED_MSG("Use CreateComparison instead") |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 155 | virtual std::unique_ptr<IWorkload> CreateGreater(const GreaterQueueDescriptor& descriptor, |
| 156 | const WorkloadInfo& info) const; |
| 157 | |
Kevin May | ce5045a | 2019-10-02 14:07:47 +0100 | [diff] [blame] | 158 | virtual std::unique_ptr<IWorkload> CreateInstanceNormalization( |
| 159 | const InstanceNormalizationQueueDescriptor& descriptor, |
| 160 | const WorkloadInfo& info) const; |
| 161 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 162 | virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 163 | const WorkloadInfo& info) const; |
| 164 | |
James Conroy | aba90cd | 2020-11-06 16:28:18 +0000 | [diff] [blame] | 165 | virtual std::unique_ptr<IWorkload> CreateLogicalBinary(const LogicalBinaryQueueDescriptor& descriptor, |
| 166 | const WorkloadInfo& Info) const; |
| 167 | |
| 168 | virtual std::unique_ptr<IWorkload> CreateLogicalUnary(const ElementwiseUnaryQueueDescriptor& descriptor, |
| 169 | const WorkloadInfo& Info) const; |
| 170 | |
Aron Virginas-Tar | f982dea | 2019-10-11 14:07:53 +0100 | [diff] [blame] | 171 | virtual std::unique_ptr<IWorkload> CreateLogSoftmax(const LogSoftmaxQueueDescriptor& descriptor, |
| 172 | const WorkloadInfo& info) const; |
| 173 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 174 | virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, |
| 175 | const WorkloadInfo& info) const; |
| 176 | |
| 177 | virtual std::unique_ptr<IWorkload> CreateMaximum(const MaximumQueueDescriptor& descriptor, |
| 178 | const WorkloadInfo& info) const; |
| 179 | |
| 180 | virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor, |
| 181 | const WorkloadInfo& Info) const; |
| 182 | |
| 183 | virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 184 | const WorkloadInfo& info) const; |
| 185 | |
Derek Lamberti | f674aa0 | 2019-08-01 15:56:25 +0100 | [diff] [blame] | 186 | virtual std::unique_ptr<IWorkload> CreateMemImport(const MemImportQueueDescriptor& descriptor, |
| 187 | const WorkloadInfo& info) const; |
| 188 | |
Nattapat Chaimanowong | 1f88630 | 2019-04-05 13:37:19 +0100 | [diff] [blame] | 189 | virtual std::unique_ptr<IWorkload> CreateMerge(const MergeQueueDescriptor& descriptor, |
| 190 | const WorkloadInfo& info) const; |
| 191 | |
Jim Flynn | 4ed6c83 | 2019-05-20 11:02:46 +0100 | [diff] [blame] | 192 | ARMNN_DEPRECATED_MSG("Use CreateConcat instead") |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 193 | virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor, |
| 194 | const WorkloadInfo& info) const; |
| 195 | |
| 196 | virtual std::unique_ptr<IWorkload> CreateMinimum(const MinimumQueueDescriptor& descriptor, |
| 197 | const WorkloadInfo& info) const; |
| 198 | |
| 199 | virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 200 | const WorkloadInfo& info) const; |
| 201 | |
| 202 | virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 203 | const WorkloadInfo& info) const; |
| 204 | |
| 205 | virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor, |
| 206 | const WorkloadInfo& info) const; |
| 207 | |
| 208 | virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor, |
| 209 | const WorkloadInfo& Info) const; |
| 210 | |
| 211 | virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 212 | const WorkloadInfo& info) const; |
| 213 | |
| 214 | virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 215 | const WorkloadInfo& info) const; |
| 216 | |
| 217 | virtual std::unique_ptr<IWorkload> CreatePreCompiled(const PreCompiledQueueDescriptor& descriptor, |
| 218 | const WorkloadInfo& info) const; |
| 219 | |
Matteo Martincigh | 0e406ee | 2019-06-12 15:42:18 +0100 | [diff] [blame] | 220 | virtual std::unique_ptr<IWorkload> CreatePrelu(const PreluQueueDescriptor& descriptor, |
| 221 | const WorkloadInfo& info) const; |
| 222 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 223 | virtual std::unique_ptr<IWorkload> CreateQuantize(const QuantizeQueueDescriptor& descriptor, |
| 224 | const WorkloadInfo& Info) const; |
| 225 | |
James Conroy | 586a9aa | 2020-03-20 08:49:33 +0000 | [diff] [blame] | 226 | virtual std::unique_ptr<IWorkload> CreateQLstm(const QLstmQueueDescriptor& descriptor, |
| 227 | const WorkloadInfo& info) const; |
| 228 | |
James Conroy | ee18dc8 | 2019-07-17 11:27:46 +0100 | [diff] [blame] | 229 | virtual std::unique_ptr<IWorkload> CreateQuantizedLstm(const QuantizedLstmQueueDescriptor& descriptor, |
| 230 | const WorkloadInfo& info) const; |
| 231 | |
Finn Williams | 2605b23 | 2020-06-10 15:53:46 +0100 | [diff] [blame] | 232 | virtual std::unique_ptr<IWorkload> CreateRank(const RankQueueDescriptor& descriptor, |
| 233 | const WorkloadInfo& info) const; |
| 234 | |
Sadik Armagan | 0c3ea5b | 2021-02-03 09:29:30 +0000 | [diff] [blame] | 235 | virtual std::unique_ptr<IWorkload> CreateReduce(const ReduceQueueDescriptor& descriptor, |
| 236 | const WorkloadInfo& info) const; |
| 237 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 238 | virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 239 | const WorkloadInfo& info) const; |
| 240 | |
Teresa Charlin | a9075df | 2019-06-27 15:41:57 +0100 | [diff] [blame] | 241 | virtual std::unique_ptr<IWorkload> CreateResize(const ResizeQueueDescriptor& descriptor, |
| 242 | const WorkloadInfo& info) const; |
| 243 | |
Aron Virginas-Tar | 169d2f1 | 2019-07-01 19:01:44 +0100 | [diff] [blame] | 244 | ARMNN_DEPRECATED_MSG("Use CreateResize instead") |
| 245 | virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 246 | const WorkloadInfo& info) const; |
| 247 | |
josh minor | 4a3c610 | 2020-01-06 16:40:46 -0600 | [diff] [blame] | 248 | ARMNN_DEPRECATED_MSG("Use CreateElementwiseUnary instead") |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 249 | virtual std::unique_ptr<IWorkload> CreateRsqrt(const RsqrtQueueDescriptor& descriptor, |
| 250 | const WorkloadInfo& info) const; |
| 251 | |
Aron Virginas-Tar | 636ab40 | 2019-09-16 14:27:45 +0100 | [diff] [blame] | 252 | virtual std::unique_ptr<IWorkload> CreateSlice(const SliceQueueDescriptor& 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> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 256 | const WorkloadInfo& info) const; |
| 257 | |
| 258 | virtual std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 259 | const WorkloadInfo& info) const; |
| 260 | |
Aron Virginas-Tar | 972af15 | 2019-06-11 14:14:03 +0100 | [diff] [blame] | 261 | virtual std::unique_ptr<IWorkload> CreateSpaceToDepth(const SpaceToDepthQueueDescriptor& descriptor, |
| 262 | const WorkloadInfo& info) const; |
| 263 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 264 | virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 265 | const WorkloadInfo& info) const; |
| 266 | |
| 267 | virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 268 | const WorkloadInfo& info) const; |
| 269 | |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 270 | virtual std::unique_ptr<IWorkload> CreateStack(const StackQueueDescriptor& descriptor, |
Matthew Jackson | d516610 | 2019-07-31 14:06:28 +0100 | [diff] [blame] | 271 | const WorkloadInfo& info) const; |
Matthew Jackson | 2b8c1da | 2019-07-04 14:59:16 +0100 | [diff] [blame] | 272 | |
Derek Lamberti | a9cca6a | 2019-03-25 15:41:58 +0000 | [diff] [blame] | 273 | virtual std::unique_ptr<IWorkload> CreateStridedSlice(const StridedSliceQueueDescriptor& descriptor, |
| 274 | const WorkloadInfo& Info) const; |
Sadik Armagan | eff363d | 2019-04-05 15:25:46 +0100 | [diff] [blame] | 275 | |
| 276 | virtual std::unique_ptr<IWorkload> CreateSwitch(const SwitchQueueDescriptor& descriptor, |
| 277 | const WorkloadInfo& Info) const; |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 278 | |
Mike Kelly | c9ea45a | 2020-02-28 18:11:58 +0000 | [diff] [blame] | 279 | virtual std::unique_ptr<IWorkload> CreateTranspose(const TransposeQueueDescriptor& descriptor, |
| 280 | const WorkloadInfo& info) const; |
| 281 | |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 282 | virtual std::unique_ptr<IWorkload> CreateTransposeConvolution2d( |
| 283 | const TransposeConvolution2dQueueDescriptor& descriptor, |
| 284 | const WorkloadInfo& info) const; |
Sadik Armagan | 045f6be | 2020-09-10 13:37:32 +0100 | [diff] [blame] | 285 | |
| 286 | private: |
| 287 | static bool IsLayerConfigurationSupported(const BackendId& backendId, |
| 288 | const IConnectableLayer& connectableLayer, |
| 289 | Optional<DataType> dataType, |
| 290 | std::string& outReasonIfUnsupported, |
| 291 | const ModelOptions& modelOptions = {}); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 292 | }; |
| 293 | |
Aron Virginas-Tar | 639fb04 | 2019-06-20 14:28:19 +0100 | [diff] [blame] | 294 | } // namespace armnn |