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 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 7 | #include <armnn/Optional.hpp> |
Aron Virginas-Tar | 6057895 | 2018-10-31 11:04:01 +0000 | [diff] [blame] | 8 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 9 | #include <backendsCommon/OutputHandler.hpp> |
Aron Virginas-Tar | 6057895 | 2018-10-31 11:04:01 +0000 | [diff] [blame] | 10 | #include <aclCommon/BaseMemoryManager.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 11 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 12 | #include <boost/core/ignore_unused.hpp> |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 13 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 14 | |
| 15 | namespace armnn |
| 16 | { |
| 17 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 18 | // Neon workload factory. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 19 | class NeonWorkloadFactory : public IWorkloadFactory |
| 20 | { |
| 21 | public: |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 22 | NeonWorkloadFactory(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 23 | |
David Beck | 79141b9 | 2018-10-23 16:09:36 +0100 | [diff] [blame] | 24 | const BackendId& GetBackendId() const override; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 25 | |
David Beck | 29c75de | 2018-10-23 13:35:58 +0100 | [diff] [blame] | 26 | static bool IsLayerSupported(const Layer& layer, |
| 27 | Optional<DataType> dataType, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 28 | std::string& outReasonIfUnsupported); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 29 | |
| 30 | virtual bool SupportsSubTensors() const override { return true; } |
| 31 | |
| 32 | virtual std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent, |
| 33 | TensorShape const& subTensorShape, |
| 34 | unsigned int const* subTensorOrigin) const override; |
| 35 | |
| 36 | virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo) const override; |
| 37 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 38 | virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
| 39 | DataLayout dataLayout) const override; |
| 40 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 41 | virtual std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor, |
| 42 | const WorkloadInfo& info) const override; |
| 43 | |
| 44 | virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor, |
| 45 | const WorkloadInfo& info) const override; |
| 46 | |
| 47 | virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor, |
| 48 | const WorkloadInfo& info) const override; |
| 49 | |
| 50 | virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor, |
| 51 | const WorkloadInfo& info) const override; |
| 52 | |
| 53 | virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor, |
| 54 | const WorkloadInfo& info) const override; |
| 55 | |
| 56 | virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor, |
| 57 | const WorkloadInfo& info) const override; |
| 58 | |
| 59 | virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor, |
| 60 | const WorkloadInfo& info) const override; |
| 61 | |
| 62 | virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor, |
| 63 | const WorkloadInfo& info) const override; |
| 64 | |
| 65 | virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor, |
| 66 | const WorkloadInfo& info) const override; |
| 67 | |
| 68 | virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor, |
| 69 | const WorkloadInfo& info) const override; |
| 70 | |
| 71 | virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d( |
| 72 | const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override; |
| 73 | |
| 74 | virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor, |
| 75 | const WorkloadInfo& info) const override; |
| 76 | |
| 77 | virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 78 | const WorkloadInfo& info) const override; |
| 79 | |
| 80 | virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor, |
| 81 | const WorkloadInfo& info) const override; |
| 82 | |
| 83 | virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor, |
| 84 | const WorkloadInfo& info) const override; |
| 85 | |
| 86 | virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor, |
| 87 | const WorkloadInfo& info) const override; |
| 88 | |
| 89 | virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor, |
| 90 | const WorkloadInfo& info) const override; |
| 91 | |
| 92 | virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor, |
| 93 | const WorkloadInfo& info) const override; |
| 94 | |
| 95 | virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor, |
| 96 | const WorkloadInfo& info) const override; |
| 97 | |
| 98 | virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor, |
| 99 | const WorkloadInfo& info) const override; |
| 100 | |
| 101 | virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor, |
| 102 | const WorkloadInfo& info) const override; |
| 103 | |
Nattapat Chaimanowong | 207ef9a | 2018-11-02 10:57:25 +0000 | [diff] [blame] | 104 | virtual std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor, |
| 105 | const WorkloadInfo& info) const override; |
| 106 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 107 | virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, |
| 108 | const WorkloadInfo& info) const override; |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 109 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 110 | virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, |
| 111 | const WorkloadInfo& info) const override; |
| 112 | |
| 113 | virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 114 | const WorkloadInfo& info) const override; |
| 115 | |
| 116 | virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 117 | const WorkloadInfo& info) const override; |
| 118 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 119 | virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 120 | const WorkloadInfo& info) const override; |
| 121 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 122 | virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 123 | const WorkloadInfo& info) const override; |
| 124 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 125 | virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor, |
| 126 | const WorkloadInfo& Info) const override; |
| 127 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 128 | virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor, |
| 129 | const WorkloadInfo& info) const override; |
| 130 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 131 | virtual void Release() override; |
| 132 | |
| 133 | virtual void Acquire() override; |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 134 | |
| 135 | private: |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 136 | #ifdef ARMCOMPUTENEON_ENABLED |
| 137 | mutable NeonMemoryManager m_MemoryManager; |
| 138 | #endif |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 139 | }; |
| 140 | |
| 141 | } //namespace armnn |