src/armnn/backends/ClLayerSupport.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 <armnn/DescriptorsFwd.hpp>
   8 #include <armnn/Types.hpp>
   9 #include <armnn/Tensor.hpp>
  10 #include <armnn/ArmNN.hpp>
  11
  12 namespace armnn
  13 {
  14 bool IsClDirectConvolution2dSupported(const TensorInfo& weightInfo, const Convolution2dDescriptor& desc);
  15 bool IsClDepthwiseConvolution2dDescParamsSupported(std::string* reasonIfUnsupported,
  16                                                    const DepthwiseConvolution2dDescriptor& parameters,
  17                                                    const TensorInfo& weights);
  18
  19 bool IsActivationSupportedCl(const TensorInfo& input,
  20                              const TensorInfo& output,
  21                              const ActivationDescriptor& descriptor,
  22                              std::string* reasonIfUnsupported = nullptr);
  23
  24 bool IsAdditionSupportedCl(const TensorInfo& input0,
  25                            const TensorInfo& input1,
  26                            const TensorInfo& output,
  27                            std::string* reasonIfUnsupported = nullptr);
  28
  29 bool IsBatchNormalizationSupportedCl(const TensorInfo& input,
  30                                      const TensorInfo& output,
  31                                      const TensorInfo& mean,
  32                                      const TensorInfo& var,
  33                                      const TensorInfo& beta,
  34                                      const TensorInfo& gamma,
  35                                      const BatchNormalizationDescriptor& descriptor,
  36                                      std::string* reasonIfUnsupported = nullptr);
  37
  38 bool IsConstantSupportedCl(const TensorInfo& output,
  39                            std::string* reasonIfUnsupported = nullptr);
  40
  41 bool IsConvolution2dSupportedCl(const TensorInfo& input,
  42                                 const TensorInfo& output,
  43                                 const Convolution2dDescriptor& descriptor,
  44                                 const TensorInfo& weights,
  45                                 const TensorInfo& biases,
  46                                 std::string* reasonIfUnsupported = nullptr);
  47
  48 bool IsDepthwiseConvolutionSupportedCl(const TensorInfo& input,
  49                                        const TensorInfo& output,
  50                                        const DepthwiseConvolution2dDescriptor& descriptor,
  51                                        const TensorInfo& weights,
  52                                        const TensorInfo& biases,
  53                                        std::string* reasonIfUnsupported = nullptr);
  54
  55 bool IsFullyConnectedSupportedCl(const TensorInfo& input,
  56                                  const TensorInfo& output,
  57                                  const TensorInfo& weights,
  58                                  const TensorInfo& biases,
  59                                  const FullyConnectedDescriptor& descriptor,
  60                                  std::string* reasonIfUnsupported = nullptr);
  61
  62 bool IsInputSupportedCl(const TensorInfo& input,
  63                         std::string* reasonIfUnsupported = nullptr);
  64
  65 bool IsL2NormalizationSupportedCl(const TensorInfo& input,
  66                                   const TensorInfo& output,
  67                                   std::string* reasonIfUnsupported = nullptr);
  68
  69 bool IsLstmSupportedCl(const TensorInfo& input, const TensorInfo& outputStateIn,
  70                        const TensorInfo& cellStateIn, const TensorInfo& scratchBuffer,
  71                        const TensorInfo& outputStateOut, const TensorInfo& cellStateOut,
  72                        const TensorInfo& output, const LstmDescriptor& descriptor,
  73                        const TensorInfo& inputToForgetWeights, const TensorInfo& inputToCellWeights,
  74                        const TensorInfo& inputToOutputWeights, const TensorInfo& recurrentToForgetWeights,
  75                        const TensorInfo& recurrentToCellWeights, const TensorInfo& recurrentToOutputWeights,
  76                        const TensorInfo& forgetGateBias, const TensorInfo& cellBias,
  77                        const TensorInfo& outputGateBias, const TensorInfo* inputToInputWeights,
  78                        const TensorInfo* recurrentToInputWeights, const TensorInfo* cellToInputWeights,
  79                        const TensorInfo* inputGateBias, const TensorInfo* projectionWeights,
  80                        const TensorInfo* projectionBias, const TensorInfo* cellToForgetWeights,
  81                        const TensorInfo* cellToOutputWeights, std::string* reasonIfUnsupported = nullptr);
  82
  83 bool IsMergerSupportedCl(const std::vector<const TensorInfo*> inputs,
  84                          const OriginsDescriptor& descriptor,
  85                          std::string* reasonIfUnsupported = nullptr);
  86
  87 bool IsMultiplicationSupportedCl(const TensorInfo& input0,
  88                                  const TensorInfo& input1,
  89                                  const TensorInfo& output,
  90                                  std::string* reasonIfUnsupported = nullptr);
  91
  92 bool IsNormalizationSupportedCl(const TensorInfo& input,
  93                                 const TensorInfo& output,
  94                                 const NormalizationDescriptor& descriptor,
  95                                 std::string* reasonIfUnsupported = nullptr);
  96
  97 bool IsOutputSupportedCl(const TensorInfo& output,
  98                          std::string* reasonIfUnsupported = nullptr);
  99
 100 bool IsPermuteSupportedCl(const TensorInfo& input,
 101                           const TensorInfo& output,
 102                           const PermuteDescriptor& descriptor,
 103                           std::string* reasonIfUnsupported = nullptr);
 104
 105 bool IsPooling2dSupportedCl(const TensorInfo& input,
 106                             const TensorInfo& output,
 107                             const Pooling2dDescriptor& descriptor,
 108                             std::string* reasonIfUnsupported = nullptr);
 109
 110 bool IsResizeBilinearSupportedCl(const TensorInfo& input,
 111                                  std::string* reasonIfUnsupported = nullptr);
 112
 113 bool IsSoftmaxSupportedCl(const TensorInfo& input,
 114                           const TensorInfo& output,
 115                           const SoftmaxDescriptor& descriptor,
 116                           std::string* reasonIfUnsupported = nullptr);
 117
 118 bool IsSplitterSupportedCl(const TensorInfo& input,
 119                            const ViewsDescriptor& descriptor,
 120                            std::string* reasonIfUnsupported = nullptr);
 121
 122 bool IsFakeQuantizationSupportedCl(const TensorInfo& input,
 123                                    const FakeQuantizationDescriptor& descriptor,
 124                                    std::string* reasonIfUnsupported = nullptr);
 125
 126 bool IsReshapeSupportedCl(const TensorInfo& input,
 127                           std::string* reasonIfUnsupported = nullptr);
 128
 129 bool IsFloorSupportedCl(const TensorInfo& input,
 130                         const TensorInfo& output,
 131                         std::string* reasonIfUnsupported = nullptr);
 132
 133 bool IsConvertFp16ToFp32SupportedCl(const TensorInfo& input,
 134                                     const TensorInfo& output,
 135                                     std::string* reasonIfUnsupported = nullptr);
 136
 137 bool IsConvertFp32ToFp16SupportedCl(const TensorInfo& input,
 138                                     const TensorInfo& output,
 139                                     std::string* reasonIfUnsupported = nullptr);
 140
 141 }