src/backends/neon/NeonWorkloadFactory.hpp

   1 //
   2 // Copyright © 2017 Arm Ltd. All rights reserved.
   3 // SPDX-License-Identifier: MIT
   4 //
   5 #pragma once
   6
   7 #include <backends/OutputHandler.hpp>
   8
   9 #include <memory/BaseMemoryManager.hpp>
  10
  11 #include <boost/core/ignore_unused.hpp>
  12 #include <boost/optional.hpp>
  13
  14 namespace armnn
  15 {
  16
  17 // Neon workload factory.
  18 class NeonWorkloadFactory : public IWorkloadFactory
  19 {
  20 public:
  21     NeonWorkloadFactory();
  22
  23     virtual Compute GetCompute() const override { return Compute::CpuAcc; }
  24
  25     static bool IsLayerSupported(const Layer& layer, boost::optional<DataType> dataType,
  26                                  std::string& outReasonIfUnsupported);
  27
  28     virtual bool SupportsSubTensors() const override { return true; }
  29
  30     virtual std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent,
  31                                                                  TensorShape const& subTensorShape,
  32                                                                  unsigned int const* subTensorOrigin) const override;
  33
  34     virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo) const override;
  35
  36     virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo,
  37                                                               DataLayout dataLayout) const override;
  38
  39     virtual std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor,
  40                                                    const WorkloadInfo&        info) const override;
  41
  42     virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor,
  43                                                     const WorkloadInfo&        info) const override;
  44
  45     virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor,
  46                                                         const WorkloadInfo&              info) const override;
  47
  48     virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor,
  49                                                      const WorkloadInfo&           info) const override;
  50
  51     virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor,
  52                                                       const WorkloadInfo&            info) const override;
  53
  54     virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor,
  55                                                     const WorkloadInfo&          info) const override;
  56
  57     virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor,
  58                                                             const WorkloadInfo&                  info) const override;
  59
  60     virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor,
  61                                                      const WorkloadInfo&           info) const override;
  62
  63     virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor,
  64                                                        const WorkloadInfo&           info) const override;
  65
  66     virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor,
  67                                                            const WorkloadInfo&               info) const override;
  68
  69     virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d(
  70         const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override;
  71
  72     virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor,
  73                                                            const WorkloadInfo&                 info) const override;
  74
  75     virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor,
  76                                                             const WorkloadInfo&                  info) const override;
  77
  78     virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor,
  79                                                       const WorkloadInfo&            info) const override;
  80
  81     virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor,
  82                                                                 const WorkloadInfo& info) const override;
  83
  84     virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor,
  85                                                      const WorkloadInfo&        info) const override;
  86
  87     virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor,
  88                                                             const WorkloadInfo& info) const override;
  89
  90     virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor,
  91                                                               const WorkloadInfo& info) const override;
  92
  93     virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor,
  94                                                              const WorkloadInfo& info) const override;
  95
  96     virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor,
  97                                                       const WorkloadInfo& info) const override;
  98
  99     virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor,
 100                                                      const WorkloadInfo& info) const override;
 101
 102     virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor,
 103                                                    const WorkloadInfo& info) const override;
 104
 105     virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor,
 106                                                   const WorkloadInfo& info) const override;
 107
 108     virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor,
 109                                                                const WorkloadInfo& info) const override;
 110
 111     virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor,
 112                                                                const WorkloadInfo& info) const override;
 113
 114     virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor,
 115                                                       const WorkloadInfo& info) const override;
 116
 117     virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor,
 118                                                          const WorkloadInfo& info) const override;
 119
 120     virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor,
 121                                                   const WorkloadInfo& Info) const override;
 122
 123     virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor,
 124                                                  const WorkloadInfo& info) const override;
 125
 126     virtual void Finalize() override;
 127
 128     virtual void Release() override;
 129
 130     virtual void Acquire() override;
 131
 132 private:
 133 #ifdef ARMCOMPUTENEON_ENABLED
 134     mutable NeonMemoryManager m_MemoryManager;
 135 #endif
 136 };
 137
 138 } //namespace armnn