src/armnn/backends/ClWorkloadFactory.hpp

   1 //
   2 // Copyright © 2017 Arm Ltd. All rights reserved.
   3 // See LICENSE file in the project root for full license information.
   4 //
   5 #pragma once
   6
   7 #include "OutputHandler.hpp"
   8
   9 #include "armnn/IRuntime.hpp"
  10 #include <boost/optional.hpp>
  11
  12 #include "memory/BaseMemoryManager.hpp"
  13
  14 namespace armnn
  15 {
  16
  17 // ARM Compute OpenCL workload factory.
  18 class ClWorkloadFactory : public IWorkloadFactory
  19 {
  20 public:
  21     ClWorkloadFactory();
  22
  23     virtual Compute GetCompute() const override { return Compute::GpuAcc; }
  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<IWorkload> CreateInput(const InputQueueDescriptor& descriptor,
  37                                                    const WorkloadInfo& info) const override;
  38
  39     virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor,
  40                                                     const WorkloadInfo& info) const override;
  41
  42     virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor,
  43                                                         const WorkloadInfo&              info) const override;
  44
  45     virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor,
  46                                                      const WorkloadInfo&           info) const override;
  47
  48     virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor,
  49                                                       const WorkloadInfo&            info) const override;
  50
  51     virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor,
  52                                                     const WorkloadInfo&          info) const override;
  53
  54     virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor,
  55                                                             const WorkloadInfo&                  info) const override;
  56
  57     virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor,
  58                                                      const WorkloadInfo&           info) const override;
  59
  60     virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor,
  61                                                        const WorkloadInfo&           info) const override;
  62
  63     virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor,
  64                                                            const WorkloadInfo&               info) const override;
  65
  66     virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d(
  67         const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override;
  68
  69     virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor,
  70                                                            const WorkloadInfo&                 info) const override;
  71
  72     virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& 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> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor,
  79                                                                 const WorkloadInfo& info) const override;
  80
  81     virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor,
  82                                                      const WorkloadInfo& info) const override;
  83
  84     virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor,
  85                                                             const WorkloadInfo& info) const override;
  86
  87     virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor,
  88                                                               const WorkloadInfo& info) const override;
  89
  90     virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor,
  91                                                              const WorkloadInfo& info) const override;
  92
  93     virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor,
  94                                                       const WorkloadInfo& info) const override;
  95
  96     virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor,
  97                                                      const WorkloadInfo& info) const override;
  98
  99     virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor,
 100                                                    const WorkloadInfo& info) const override;
 101
 102     virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor,
 103                                                   const WorkloadInfo& info) const override;
 104
 105     virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor,
 106                                                                const WorkloadInfo& info) const override;
 107
 108     virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor,
 109                                                                const WorkloadInfo& info) const override;
 110
 111     virtual void Finalize() override;
 112
 113     virtual void Release() override;
 114
 115     virtual void Acquire() override;
 116
 117 private:
 118
 119 #ifdef ARMCOMPUTECL_ENABLED
 120     mutable ClMemoryManager m_MemoryManager;
 121 #endif
 122 };
 123
 124 } // namespace armnn