| // |
| // Copyright © 2017 Arm Ltd. All rights reserved. |
| // See LICENSE file in the project root for full license information. |
| // |
| |
| #include "LayerSupportCommon.hpp" |
| #include "RefLayerSupport.hpp" |
| #include <armnn/Descriptors.hpp> |
| #include <armnn/Types.hpp> |
| #include <armnn/Tensor.hpp> |
| |
| #include <boost/core/ignore_unused.hpp> |
| #include "InternalTypes.hpp" |
| |
| using namespace boost; |
| |
| namespace armnn |
| { |
| |
| template<typename Float32Func, typename Uint8Func, typename ... Params> |
| bool IsSupportedForDataTypeRef(std::string* reasonIfUnsupported, |
| DataType dataType, |
| Float32Func floatFuncPtr, |
| Uint8Func uint8FuncPtr, |
| Params&&... params) |
| { |
| return IsSupportedForDataTypeGeneric(reasonIfUnsupported, |
| dataType, |
| &FalseFunc<Params...>, |
| floatFuncPtr, |
| uint8FuncPtr, |
| std::forward<Params>(params)...); |
| } |
| |
| bool IsActivationSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const ActivationDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(output); |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsAdditionSupportedRef(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(input1); |
| ignore_unused(output); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input0.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsBatchNormalizationSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const TensorInfo& mean, |
| const TensorInfo& var, |
| const TensorInfo& beta, |
| const TensorInfo& gamma, |
| const BatchNormalizationDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsConstantSupportedRef(const TensorInfo& output, |
| std::string* reasonIfUnsupported) |
| { |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| output.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsConvolution2dSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const Convolution2dDescriptor& descriptor, |
| const TensorInfo& weights, |
| const TensorInfo& biases, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(descriptor); |
| ignore_unused(output); |
| ignore_unused(weights); |
| ignore_unused(biases); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsDepthwiseConvolutionSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const DepthwiseConvolution2dDescriptor& descriptor, |
| const TensorInfo& weights, |
| const TensorInfo& biases, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(output); |
| ignore_unused(descriptor); |
| ignore_unused(weights); |
| ignore_unused(biases); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsFullyConnectedSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const TensorInfo& weights, |
| const TensorInfo& biases, |
| const FullyConnectedDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(output); |
| ignore_unused(descriptor); |
| ignore_unused(weights); |
| ignore_unused(biases); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsInputSupportedRef(const TensorInfo& input, |
| std::string* reasonIfUnsupported) |
| { |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsL2NormalizationSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(output); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &FalseFuncU8<>); |
| } |
| |
| bool IsMergerSupportedRef(const std::vector<const TensorInfo*> inputs, |
| const OriginsDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| inputs[0]->GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsMultiplicationSupportedRef(const TensorInfo& input0, |
| const TensorInfo& input1, |
| const TensorInfo& output, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(input1); |
| ignore_unused(output); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input0.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsNormalizationSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const NormalizationDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &FalseFuncU8<>); |
| } |
| |
| bool IsOutputSupportedRef(const TensorInfo& output, |
| std::string* reasonIfUnsupported) |
| { |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| output.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsPermuteSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const PermuteDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsPooling2dSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const Pooling2dDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsResizeBilinearSupportedRef(const TensorInfo& input, |
| std::string* reasonIfUnsupported) |
| { |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsSoftmaxSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| const SoftmaxDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(output); |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsSplitterSupportedRef(const TensorInfo& input, |
| const ViewsDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsFakeQuantizationSupportedRef(const TensorInfo& input, |
| const FakeQuantizationDescriptor& descriptor, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(descriptor); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &FalseFuncU8<>); |
| } |
| |
| bool IsReshapeSupportedRef(const TensorInfo& input, |
| std::string* reasonIfUnsupported) |
| { |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &TrueFunc<>); |
| } |
| |
| bool IsFloorSupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| std::string* reasonIfUnsupported) |
| { |
| ignore_unused(output); |
| return IsSupportedForDataTypeRef(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &FalseFuncU8<>); |
| } |
| |
| bool IsLstmSupportedRef(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, std::string* reasonIfUnsupported) |
| { |
| ignore_unused(input); |
| ignore_unused(outputStateIn); |
| ignore_unused(cellStateIn); |
| ignore_unused(scratchBuffer); |
| ignore_unused(outputStateOut); |
| ignore_unused(cellStateOut); |
| ignore_unused(output); |
| ignore_unused(descriptor); |
| ignore_unused(inputToForgetWeights); |
| ignore_unused(inputToCellWeights); |
| ignore_unused(inputToOutputWeights); |
| ignore_unused(recurrentToForgetWeights); |
| ignore_unused(recurrentToCellWeights); |
| ignore_unused(recurrentToOutputWeights); |
| ignore_unused(forgetGateBias); |
| ignore_unused(cellBias); |
| ignore_unused(outputGateBias); |
| ignore_unused(inputToInputWeights); |
| ignore_unused(recurrentToInputWeights); |
| ignore_unused(cellToInputWeights); |
| ignore_unused(inputGateBias); |
| ignore_unused(projectionWeights); |
| ignore_unused(projectionBias); |
| ignore_unused(cellToForgetWeights); |
| ignore_unused(cellToOutputWeights); |
| return false; |
| } |
| |
| bool IsConvertFp16ToFp32SupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| std::string* reasonIfUnsupported) |
| { |
| return (IsSupportedForDataTypeGeneric(reasonIfUnsupported, |
| input.GetDataType(), |
| &TrueFunc<>, |
| &FalseInputFuncF32<>, |
| &FalseFuncU8<>) && |
| IsSupportedForDataTypeGeneric(reasonIfUnsupported, |
| output.GetDataType(), |
| &FalseOutputFuncF16<>, |
| &TrueFunc<>, |
| &FalseFuncU8<>)); |
| } |
| |
| bool IsConvertFp32ToFp16SupportedRef(const TensorInfo& input, |
| const TensorInfo& output, |
| std::string* reasonIfUnsupported) |
| { |
| return (IsSupportedForDataTypeGeneric(reasonIfUnsupported, |
| input.GetDataType(), |
| &FalseInputFuncF16<>, |
| &TrueFunc<>, |
| &FalseFuncU8<>) && |
| IsSupportedForDataTypeGeneric(reasonIfUnsupported, |
| output.GetDataType(), |
| &TrueFunc<>, |
| &FalseOutputFuncF32<>, |
| &FalseFuncU8<>)); |
| } |
| |
| } |