| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // SPDX-License-Identifier: MIT |
| // |
| #pragma once |
| |
| #include <armnn/Deprecated.hpp> |
| #include <armnn/DescriptorsFwd.hpp> |
| #include <armnn/Optional.hpp> |
| |
| #include <cctype> |
| #include <memory> |
| #include <vector> |
| |
| namespace armnn |
| { |
| |
| class TensorInfo; |
| |
| class ILayerSupport |
| { |
| protected: |
| ILayerSupport() {} |
| virtual ~ILayerSupport() {} |
| |
| public: |
| virtual bool IsActivationSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const ActivationDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsAdditionSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsBatchNormalizationSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const TensorInfo& mean, |
| const TensorInfo& var, |
| const TensorInfo& beta, |
| const TensorInfo& gamma, |
| const BatchNormalizationDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsBatchToSpaceNdSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const BatchToSpaceNdDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsConcatSupported(const std::vector<const TensorInfo*> inputs, |
| const TensorInfo& output, |
| const OriginsDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsConstantSupported(const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsConvertFp16ToFp32Supported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsConvertFp32ToFp16Supported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsConvolution2dSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const Convolution2dDescriptor& descriptor, |
| const TensorInfo& weights, |
| const Optional<TensorInfo>& biases, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsDebugSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsDepthwiseConvolutionSupported( |
| const TensorInfo& input, |
| const TensorInfo& output, |
| const DepthwiseConvolution2dDescriptor& descriptor, |
| const TensorInfo& weights, |
| const Optional<TensorInfo>& biases, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsDequantizeSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsDetectionPostProcessSupported( |
| const TensorInfo& input0, |
| const TensorInfo& input1, |
| const DetectionPostProcessDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsDilatedDepthwiseConvolutionSupported( |
| const TensorInfo& input, |
| const TensorInfo& output, |
| const DepthwiseConvolution2dDescriptor& descriptor, |
| const TensorInfo& weights, |
| const Optional<TensorInfo>& biases, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsDivisionSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsEqualSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsFakeQuantizationSupported(const TensorInfo& input, |
| const FakeQuantizationDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsFloorSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsFullyConnectedSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const TensorInfo& weights, |
| const TensorInfo& biases, |
| const FullyConnectedDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsGatherSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsGreaterSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& ouput, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsInputSupported(const TensorInfo& input, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsL2NormalizationSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const L2NormalizationDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsLstmSupported(const TensorInfo& input, |
| const TensorInfo& outputStateIn, |
| const TensorInfo& cellStateIn, |
| const TensorInfo& scratchBuffer, |
| const TensorInfo& outputStateOut, |
| const TensorInfo& cellStateOut, |
| const TensorInfo& output, |
| const LstmDescriptor& descriptor, |
| const TensorInfo& inputToForgetWeights, |
| const TensorInfo& inputToCellWeights, |
| const TensorInfo& inputToOutputWeights, |
| const TensorInfo& recurrentToForgetWeights, |
| const TensorInfo& recurrentToCellWeights, |
| const TensorInfo& recurrentToOutputWeights, |
| const TensorInfo& forgetGateBias, |
| const TensorInfo& cellBias, |
| const TensorInfo& outputGateBias, |
| const TensorInfo* inputToInputWeights, |
| const TensorInfo* recurrentToInputWeights, |
| const TensorInfo* cellToInputWeights, |
| const TensorInfo* inputGateBias, |
| const TensorInfo* projectionWeights, |
| const TensorInfo* projectionBias, |
| const TensorInfo* cellToForgetWeights, |
| const TensorInfo* cellToOutputWeights, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsMaximumSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsMeanSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const MeanDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsMemCopySupported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsMergeSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| ARMNN_DEPRECATED_MSG("Use IsConcatSupported instead") |
| virtual bool IsMergerSupported(const std::vector<const TensorInfo*> inputs, |
| const TensorInfo& output, |
| const OriginsDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsMinimumSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& ouput, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsMultiplicationSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsNormalizationSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const NormalizationDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsOutputSupported(const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsPadSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const PadDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsPermuteSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const PermuteDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsPooling2dSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const Pooling2dDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsPreCompiledSupported(const TensorInfo& input, |
| const PreCompiledDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsQuantizeSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsReshapeSupported(const TensorInfo& input, |
| const ReshapeDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsResizeBilinearSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsRsqrtSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsSoftmaxSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const SoftmaxDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsSpaceToBatchNdSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const SpaceToBatchNdDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsSplitterSupported(const TensorInfo& input, |
| const ViewsDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsStridedSliceSupported(const TensorInfo& input, |
| const TensorInfo& output, |
| const StridedSliceDescriptor& descriptor, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsSubtractionSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| |
| virtual bool IsSwitchSupported(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output0, |
| const TensorInfo& output1, |
| Optional<std::string&> reasonIfUnsupported = EmptyOptional()) const = 0; |
| }; // class ILayerSupport |
| |
| using ILayerSupportSharedPtr = std::shared_ptr<ILayerSupport>; |
| |
| } // namespace armnn |